diff --git a/.builders/deps/build_dependencies.txt b/.builders/deps/build_dependencies.txt
index 3457ef94eb1f3..05650ba92bf13 100644
--- a/.builders/deps/build_dependencies.txt
+++ b/.builders/deps/build_dependencies.txt
@@ -1,13 +1,9 @@
-hatchling==1.21.1; python_version > '3.0'
-hatchling==0.25.1; python_version < '3.0'
-setuptools==66.1.1; python_version > '3.0'
-setuptools==40.9.0; python_version < '3.0'
-wheel==0.38.4; python_version > '3.0'
-wheel==0.37.1; python_version < '3.0'
-setuptools-scm; python_version > '3.0'
-setuptools-scm==5.0.2; python_version < '3.0'
-setuptools-rust>=1.7.0; python_version > '3.0'
-maturin; python_version > '3.0'
+hatchling==1.21.1
+setuptools==75.6.0
+wheel==0.38.4
+setuptools-scm
+setuptools-rust>=1.7.0
+maturin
 cffi>=1.12
-cython<3.0.0
-tomli>=2.0.1; python_version > '3.0'
+cython==3.0.11
+tomli>=2.0.1
diff --git a/.builders/images/linux-aarch64/Dockerfile b/.builders/images/linux-aarch64/Dockerfile
index 45dffa0253937..01f9411e2b5ce 100644
--- a/.builders/images/linux-aarch64/Dockerfile
+++ b/.builders/images/linux-aarch64/Dockerfile
@@ -15,24 +15,6 @@ ENV CXXFLAGS="${CFLAGS}"
 # --strip-debug reduces binary sizes and improves reproducibility
 ENV LDFLAGS="-Wl,-rpath,'\$\$ORIGIN' -Wl,--strip-debug"
 
-# For Python 2, we get openssl(1) via yum just to get the necessary headers,
-# and we remove the package after compilation to prevent it from interfering
-# with the use of openssl3 everywhere else
-ENV PYTHON2_VERSION=2.7.18
-RUN yum install -y openssl-devel && \
- DOWNLOAD_URL="https://python.org/ftp/python/${PYTHON2_VERSION}/Python-${PYTHON2_VERSION}.tgz" \
- VERSION="${PYTHON2_VERSION}" \
- SHA256="da3080e3b488f648a3d7a4560ddee895284c3380b11d6de75edb986526b9a814" \
- RELATIVE_PATH=Python-{{version}} \
- INSTALL_COMMAND="make altinstall" \
- bash install-from-source.sh \
- --prefix=/opt/python/${PYTHON2_VERSION} --with-ensurepip=yes --enable-ipv6 --enable-unicode=ucs4 \
- && yum remove -y openssl-devel
-
-# Set up virtual environment for Python 2
-RUN /opt/python/${PYTHON2_VERSION}/bin/python2.7 -m pip install --no-warn-script-location virtualenv \
- && /opt/python/${PYTHON2_VERSION}/bin/python2.7 -m virtualenv /py2
-
 # openssl
 RUN yum install -y perl-IPC-Cmd perl-CPANPLUS && \
  cpanp -i List::Util 1.66 && \
diff --git a/.builders/images/linux-aarch64/build_script.sh b/.builders/images/linux-aarch64/build_script.sh
index cb58dceeaa005..537fd958807d6 100644
--- a/.builders/images/linux-aarch64/build_script.sh
+++ b/.builders/images/linux-aarch64/build_script.sh
@@ -21,7 +21,7 @@ if [[ "${DD_BUILD_PYTHON_VERSION}" == "3" ]]; then
     LDFLAGS="${LDFLAGS} -L/usr/local/lib -lkrb5 -lgssapi_krb5 -llmdb" \
     DOWNLOAD_URL="https://github.com/confluentinc/librdkafka/archive/refs/tags/v{{version}}.tar.gz" \
         VERSION="${kafka_version}" \
-        SHA256="3dc62de731fd516dfb1032861d9a580d4d0b5b0856beb0f185d06df8e6c26259" \
+        SHA256="0ddf205ad8d36af0bc72a2fec20639ea02e1d583e353163bf7f4683d949e901b" \
         RELATIVE_PATH="librdkafka-{{version}}" \
         bash install-from-source.sh --enable-sasl --enable-curl
     always_build+=("confluent-kafka")
diff --git a/.builders/images/linux-x86_64/Dockerfile b/.builders/images/linux-x86_64/Dockerfile
index b7cde5abc7a33..8173484479f57 100644
--- a/.builders/images/linux-x86_64/Dockerfile
+++ b/.builders/images/linux-x86_64/Dockerfile
@@ -15,23 +15,6 @@ ENV CXXFLAGS="${CFLAGS}"
 # --strip-debug reduces binary sizes and improves reproducibility
 ENV LDFLAGS="-Wl,-rpath,'\$\$ORIGIN' -Wl,--strip-debug"
 
-# For Python 2, we get openssl(1) via yum just to get the necessary headers,
-# and we remove the package after compilation to prevent it from interfering
-# with the use of openssl3 everywhere else
-ENV PYTHON2_VERSION=2.7.18
-RUN yum install -y openssl-devel && \
- DOWNLOAD_URL="https://python.org/ftp/python/${PYTHON2_VERSION}/Python-${PYTHON2_VERSION}.tgz" \
- VERSION="${PYTHON2_VERSION}" \
- SHA256="da3080e3b488f648a3d7a4560ddee895284c3380b11d6de75edb986526b9a814" \
- RELATIVE_PATH=Python-{{version}} \
- bash install-from-source.sh \
- --prefix=/opt/python/${PYTHON2_VERSION} --with-ensurepip=yes --enable-ipv6 --enable-unicode=ucs4 \
- && yum remove -y openssl-devel
-
-# Set up virtual environment for Python 2
-RUN /opt/python/${PYTHON2_VERSION}/bin/python -m pip install --no-warn-script-location virtualenv \
- && /opt/python/${PYTHON2_VERSION}/bin/python -m virtualenv /py2
-
 # openssl
 RUN yum install -y perl-IPC-Cmd perl-CPANPLUS && \
  cpanp -i List::Util 1.66 && \
diff --git a/.builders/images/linux-x86_64/build_script.sh b/.builders/images/linux-x86_64/build_script.sh
index c78bae6127d1f..be6a4e0ce2aa7 100644
--- a/.builders/images/linux-x86_64/build_script.sh
+++ b/.builders/images/linux-x86_64/build_script.sh
@@ -18,7 +18,7 @@ if [[ "${DD_BUILD_PYTHON_VERSION}" == "3" ]]; then
     LDFLAGS="${LDFLAGS} -L/usr/local/lib -lkrb5 -lgssapi_krb5 -llmdb" \
     DOWNLOAD_URL="https://github.com/confluentinc/librdkafka/archive/refs/tags/v{{version}}.tar.gz" \
         VERSION="${kafka_version}" \
-        SHA256="3dc62de731fd516dfb1032861d9a580d4d0b5b0856beb0f185d06df8e6c26259" \
+        SHA256="0ddf205ad8d36af0bc72a2fec20639ea02e1d583e353163bf7f4683d949e901b" \
         RELATIVE_PATH="librdkafka-{{version}}" \
         bash install-from-source.sh --enable-sasl --enable-curl
     always_build+=("confluent-kafka")
diff --git a/.builders/images/macos-x86_64/extra_build.sh b/.builders/images/macos-x86_64/extra_build.sh
index f5e49d609e6fb..f1cde38e881d4 100644
--- a/.builders/images/macos-x86_64/extra_build.sh
+++ b/.builders/images/macos-x86_64/extra_build.sh
@@ -13,7 +13,7 @@ if [[ "${DD_BUILD_PYTHON_VERSION}" == "3" ]]; then
     LDFLAGS="${LDFLAGS} -L${DD_PREFIX_PATH}/lib -lgssapi_krb5 -llmdb" \
     DOWNLOAD_URL="https://github.com/confluentinc/librdkafka/archive/refs/tags/v{{version}}.tar.gz" \
       VERSION="${kafka_version}" \
-      SHA256="3dc62de731fd516dfb1032861d9a580d4d0b5b0856beb0f185d06df8e6c26259" \
+      SHA256="0ddf205ad8d36af0bc72a2fec20639ea02e1d583e353163bf7f4683d949e901b" \
       RELATIVE_PATH="librdkafka-{{version}}" \
       bash install-from-source.sh --prefix="${DD_PREFIX_PATH}" --enable-sasl --enable-curl
 
diff --git a/.builders/images/windows-x86_64/Dockerfile b/.builders/images/windows-x86_64/Dockerfile
index 03c3c80da91fb..a0b0460cddbab 100644
--- a/.builders/images/windows-x86_64/Dockerfile
+++ b/.builders/images/windows-x86_64/Dockerfile
@@ -35,6 +35,15 @@ RUN curl -SL --output PowerShell-%POWERSHELL_VERSION%-win-x64.msi https://github
 COPY helpers.ps1 C:\helpers.ps1
 SHELL ["pwsh", "-Command", ". C:\\helpers.ps1;"]
 
+# Enable long paths
+# https://learn.microsoft.com/en-us/windows/win32/fileio/maximum-file-path-limitation?tabs=powershell#registry-setting-to-enable-long-paths
+RUN New-ItemProperty -Path "HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem" `
+ -Name "LongPathsEnabled" -Value 1 -PropertyType DWORD -Force
+# Reduce the chance of hitting path limits (the MSVC compiler cl.exe doesn't seem to respect that optioin)
+# This variable is honored by pip
+ENV TMP="C:\tmp" `
+    TEMP="C:\tmp"
+
 # Install 7-Zip ZS
 ENV 7ZIP_VERSION="22.01" `
     7ZIP_ZS_VERSION="1.5.5-R3"
@@ -85,24 +94,6 @@ RUN Get-RemoteFile `
     & 'C:\Program Files\Python312\python.exe' -m virtualenv 'C:\py3'; `
     Add-ToPath -Append 'C:\Program Files\Python312'
 
-# Install Python 2
-ENV PYTHON_VERSION="2.7.18"
-RUN Get-RemoteFile `
-      -Uri https://www.python.org/ftp/python/$Env:PYTHON_VERSION/python-$Env:PYTHON_VERSION.amd64.msi `
-      -Path python-$Env:PYTHON_VERSION.amd64.msi `
-      -Hash 'b74a3afa1e0bf2a6fc566a7b70d15c9bfabba3756fb077797d16fffa27800c05'; `
-    Start-Process -Wait -FilePath msiexec -ArgumentList '/i', python-$Env:PYTHON_VERSION.amd64.msi, '/quiet', '/norestart', 'InstallAllUsers=1'; `
-    Remove-Item python-$Env:PYTHON_VERSION.amd64.msi; `
-    & 'C:\Python27\python.exe' -m pip install --no-warn-script-location --upgrade pip; `
-    & 'C:\Python27\python.exe' -m pip install --no-python-version-warning --no-warn-script-location virtualenv; `
-    & 'C:\Python27\python.exe' -m virtualenv 'C:\py2'
-RUN Get-RemoteFile `
-      -Uri https://s3.amazonaws.com/dd-agent-omnibus/VCForPython27.msi `
-      -Path VCForPython27.msi `
-      -Hash '070474db76a2e625513a5835df4595df9324d820f9cc97eab2a596dcbc2f5cbf'; `
-    Start-Process -Wait -FilePath msiexec -ArgumentList '/i', VCForPython27.msi, '/quiet'; `
-    Remove-Item VCForPython27.msi
-
 # Install IBM MQ
 ENV IBM_MQ_VERSION="9.2.4.0"
 RUN Get-RemoteFile `
@@ -113,10 +104,38 @@ RUN Get-RemoteFile `
     Remove-Item $Env:IBM_MQ_VERSION-IBM-MQC-Redist-Win64.zip; `
     setx /M MQ_FILE_PATH 'C:\ibm_mq'
 
+# Perl
+ENV PERL_VERSION="5.40.0.1"
+RUN Get-RemoteFile `
+      -Uri https://github.com/StrawberryPerl/Perl-Dist-Strawberry/releases/download/SP_54001_64bit_UCRT/strawberry-perl-$Env:PERL_VERSION-64bit-portable.zip `
+      -Path "strawberry-perl-$Env:PERL_VERSION-64bit.zip" `
+    -Hash '754f3e2a8e473dc68d1540c7802fb166a025f35ef18960c4564a31f8b5933907' && `
+    7z x "strawberry-perl-$Env:PERL_VERSION-64bit.zip" -o"C:\perl" && `
+    Add-ToPath -Append "C:\perl\perl\bin" && `
+    Remove-Item "strawberry-perl-$Env:PERL_VERSION-64bit.zip"
+
+ENV OPENSSL_VERSION="3.3.2"
+
+ENV CURL_VERSION="8.11.1"
+
 # Set up runner
 COPY runner_dependencies.txt C:\runner_dependencies.txt
 RUN python -m pip install --no-warn-script-location -r C:\runner_dependencies.txt
 
+COPY build_script.ps1 C:\build_script.ps1
+COPY update_librdkafka_manifest.py C:\update_librdkafka_manifest.py
+ENV DD_BUILD_COMMAND="pwsh C:\build_script.ps1"
+
+# Python packages that we want to build regardless of whether prebuilt versions exist on PyPI
+ENV PIP_NO_BINARY="confluent_kafka"
+# Where to find native dependencies when building extensions and for wheel repairing
+RUN New-Item -Path "C:\include" -ItemType Directory
+RUN New-Item -Path "C:\lib" -ItemType Directory
+RUN New-Item -Path "C:\bin" -ItemType Directory
+ENV INCLUDE="C:\include"
+ENV LIB="C:\lib"
+RUN Add-ToPath -Append "C:\bin"
+
 # Restore the default Windows shell for correct batch processing.
 SHELL ["cmd", "/S", "/C"]
 
diff --git a/.builders/images/windows-x86_64/build_script.ps1 b/.builders/images/windows-x86_64/build_script.ps1
new file mode 100644
index 0000000000000..e1e68a77592cf
--- /dev/null
+++ b/.builders/images/windows-x86_64/build_script.ps1
@@ -0,0 +1,68 @@
+$ErrorActionPreference = 'Stop'
+$PSNativeCommandUseErrorActionPreference = $true
+
+. C:\helpers.ps1
+
+# The librdkafka version needs to stay in sync with the confluent-kafka version,
+# thus we extract the version from the requirements file
+$kafka_version = Get-Content 'C:\mnt\requirements.in' | perl -nE 'say/^\D*(\d+\.\d+\.\d+)\D*$/ if /confluent-kafka==/'
+Write-Host "Will build librdkafka $kafka_version"
+
+# Download and unpack the source
+Get-RemoteFile `
+  -Uri "https://github.com/confluentinc/librdkafka/archive/refs/tags/v${kafka_version}.tar.gz" `
+  -Path "librdkafka-${kafka_version}.tar.gz" `
+  -Hash '0ddf205ad8d36af0bc72a2fec20639ea02e1d583e353163bf7f4683d949e901b'
+7z x "librdkafka-${kafka_version}.tar.gz" -o"C:\"
+7z x "C:\librdkafka-${kafka_version}.tar" -o"C:\librdkafka"
+Remove-Item "librdkafka-${kafka_version}.tar.gz"
+
+# Build librdkafka
+# Based on this job from upstream:
+# https://github.com/confluentinc/librdkafka/blob/cb8c19c43011b66c4b08b25e5150455a247e1ff3/.semaphore/semaphore.yml#L265
+# Install vcpkg
+$triplet = "x64-windows"
+$vcpkg_dir = "C:\vcpkg"
+$librdkafka_dir = "C:\librdkafka\librdkafka-${kafka_version}"
+$desired_tag = "2024.12.16"
+
+# Clone and configure vcpkg
+if (-Not (Test-Path -Path "$vcpkg_dir\.git")) {
+    git clone https://github.com/Microsoft/vcpkg.git $vcpkg_dir
+}
+
+Set-Location $vcpkg_dir
+git checkout $desired_tag
+
+Write-Host "Bootstrapping vcpkg..."
+.\bootstrap-vcpkg.bat
+
+# Get deps
+Set-Location "$librdkafka_dir"
+# Patch the the vcpkg manifest to to override the OpenSSL version and CURL version
+python C:\update_librdkafka_manifest.py vcpkg.json --set-version openssl:${Env:OPENSSL_VERSION} --set-version curl:${Env:CURL_VERSION}
+
+C:\vcpkg\vcpkg integrate install
+C:\vcpkg\vcpkg --feature-flags=versions install --triplet $triplet
+# Build
+& .\win32\msbuild.ps1 -platform x64
+
+# Copy outputs to where they can be found
+# This is partially inspired by
+# https://github.com/confluentinc/librdkafka/blob/cb8c19c43011b66c4b08b25e5150455a247e1ff3/win32/package-zip.ps1
+$toolset = "v142"
+$platform = "x64"
+$config = "Release"
+$srcdir = "win32\outdir\${toolset}\${platform}\$config"
+$bindir = "C:\bin"
+$libdir = "C:\lib"
+$includedir = "C:\include"
+
+Copy-Item "${srcdir}\librdkafka.dll","${srcdir}\librdkafkacpp.dll",
+"${srcdir}\libcrypto-3-x64.dll","${srcdir}\libssl-3-x64.dll",
+"${srcdir}\zlib1.dll","${srcdir}\zstd.dll","${srcdir}\libcurl.dll" -Destination $bindir
+Copy-Item "${srcdir}\librdkafka.lib","${srcdir}\librdkafkacpp.lib" -Destination $libdir
+
+New-Item -Path $includedir\librdkafka -ItemType Directory
+Copy-Item -Path ".\src\*" -Filter *.h -Destination $includedir\librdkafka
+
diff --git a/.builders/images/windows-x86_64/update_librdkafka_manifest.py b/.builders/images/windows-x86_64/update_librdkafka_manifest.py
new file mode 100644
index 0000000000000..8d3e098ab073e
--- /dev/null
+++ b/.builders/images/windows-x86_64/update_librdkafka_manifest.py
@@ -0,0 +1,25 @@
+import json
+from argparse import ArgumentParser
+
+
+def main(manifest_file, versions):
+    with open(manifest_file) as f:
+        manifest = json.load(f)
+
+    for dep, version in versions.items():
+        manifest.setdefault("overrides", []).append({
+            "name": dep,
+            "version": version,
+        })
+
+    with open(manifest_file, 'w') as f:
+        json.dump(manifest, f)
+
+
+if __name__ == '__main__':
+    ap = ArgumentParser()
+    ap.add_argument("file")
+    ap.add_argument("--set-version", action="append", required=True)
+
+    args = ap.parse_args()
+    main(args.file, dict(spec.split(':') for spec in args.set_version))
diff --git a/.builders/scripts/repair_wheels.py b/.builders/scripts/repair_wheels.py
index 771c536f0f064..60712e5b0b6cf 100644
--- a/.builders/scripts/repair_wheels.py
+++ b/.builders/scripts/repair_wheels.py
@@ -6,10 +6,12 @@
 import shutil
 import sys
 import time
+from fnmatch import fnmatch
 from functools import cache
 from hashlib import sha256
 from pathlib import Path
 from typing import Iterator, NamedTuple
+from zipfile import ZipFile
 
 import urllib3
 from utils import extract_metadata, normalize_project_name
@@ -64,6 +66,14 @@ def wheel_was_built(wheel: Path) -> bool:
     return file_hash != wheel_hashes[wheel.name]
 
 
+def find_patterns_in_wheel(wheel: Path, patterns: list[str]) -> list[str]:
+    """Returns all found files inside `wheel` that match the given glob-style pattern"""
+    with ZipFile(wheel) as zf:
+        names = zf.namelist()
+
+    return [name for name in names for pat in patterns if fnmatch(name, pat)]
+
+
 class WheelName(NamedTuple):
     """Helper class to manipulate wheel names."""
     # Note: this implementation ignores build tags (it drops them on parsing)
@@ -98,6 +108,12 @@ def repair_linux(source_dir: str, built_dir: str, external_dir: str) -> None:
         'libmqic_r.so',
     })
 
+    external_invalid_file_patterns = [
+        # We don't accept OpenSSL in external wheels
+        '*.libs/libssl*.so.3',
+        '*.libs/libcrypto*.so.3',
+    ]
+
     # Hardcoded policy to the minimum we need to currently support
     policies = WheelPolicies()
     policy = policies.get_policy_by_name(os.environ['MANYLINUX_POLICY'])
@@ -109,8 +125,19 @@ def repair_linux(source_dir: str, built_dir: str, external_dir: str) -> None:
 
     for wheel in iter_wheels(source_dir):
         print(f'--> {wheel.name}')
+
         if not wheel_was_built(wheel):
             print('Using existing wheel')
+
+            unacceptable_files = find_patterns_in_wheel(wheel, external_invalid_file_patterns)
+            if unacceptable_files:
+                print(
+                    f"Found copies of unacceptable files in external wheel '{wheel.name}'",
+                    f'(matching {external_invalid_file_patterns}): ',
+                    unacceptable_files,
+                )
+                sys.exit(1)
+
             shutil.move(wheel, external_dir)
             continue
 
@@ -140,11 +167,27 @@ def repair_windows(source_dir: str, built_dir: str, external_dir: str) -> None:
 
     exclusions = ['mqic.dll']
 
+    external_invalid_file_patterns = [
+        # We don't accept OpenSSL in external wheels
+        '*.libs/libssl-3*.dll',
+        '*.libs/libcrypto-3*.dll',
+    ]
+
     for wheel in iter_wheels(source_dir):
         print(f'--> {wheel.name}')
 
         if not wheel_was_built(wheel):
             print('Using existing wheel')
+
+            unacceptable_files = find_patterns_in_wheel(wheel, external_invalid_file_patterns)
+            if unacceptable_files:
+                print(
+                    f"Found copies of unacceptable files in external wheel '{wheel.name}'",
+                    f'(matching {external_invalid_file_patterns}): ',
+                    unacceptable_files,
+                )
+                sys.exit(1)
+
             shutil.move(wheel, external_dir)
             continue
 
@@ -206,6 +249,7 @@ def copy_filt_func(libname):
         print(f'--> {wheel.name}')
         if not wheel_was_built(wheel):
             print('Using existing wheel')
+
             shutil.move(wheel, external_dir)
             continue
 
diff --git a/.codecov.yml b/.codecov.yml
index 18fb77949cb5b..10b948967b0af 100644
--- a/.codecov.yml
+++ b/.codecov.yml
@@ -186,6 +186,10 @@ coverage:
         target: 75
         flags:
         - druid
+      DuckDB:
+        target: 75
+        flags:
+        - duckdb
       EKS_Fargate:
         target: 75
         flags:
@@ -310,22 +314,26 @@ coverage:
         target: 75
         flags:
         - karpenter
+      Keda:
+        target: 75
+        flags:
+        - keda
       Kong:
         target: 75
         flags:
         - kong
-      KubeVirt_Handler:
+      KubeVirt_API:
         target: 75
         flags:
-        - kubevirt_handler
+        - kubevirt_api
       KubeVirt_Controller:
         target: 75
         flags:
         - kubevirt_controller
-      KubeVirt_API:
+      KubeVirt_Handler:
         target: 75
         flags:
-        - kubevirt_api
+        - kubevirt_handler
       Kube_DNS:
         target: 75
         flags:
@@ -410,6 +418,10 @@ coverage:
         target: 75
         flags:
         - mesos_master
+      Milvus:
+        target: 75
+        flags:
+        - milvus
       MongoDB:
         target: 75
         flags:
@@ -502,6 +514,10 @@ coverage:
         target: 75
         flags:
         - pulsar
+      Quarkus:
+        target: 75
+        flags:
+        - quarkus
       RabbitMQ:
         target: 75
         flags:
@@ -554,6 +570,10 @@ coverage:
         target: 75
         flags:
         - singlestore
+      Slurm:
+        target: 75
+        flags:
+        - slurm
       Snowflake:
         target: 75
         flags:
@@ -578,6 +598,10 @@ coverage:
         target: 75
         flags:
         - strimzi
+      Supabase:
+        target: 75
+        flags:
+        - supabase
       Supervisord:
         target: 75
         flags:
@@ -710,6 +734,10 @@ coverage:
         target: 75
         flags:
         - kyverno
+      nvidia_nim:
+        target: 75
+        flags:
+        - nvidia_nim
       tibco_ems:
         target: 75
         flags:
@@ -954,6 +982,11 @@ flags:
     paths:
     - druid/datadog_checks/druid
     - druid/tests
+  duckdb:
+    carryforward: true
+    paths:
+    - duckdb/datadog_checks/duckdb
+    - duckdb/tests
   ecs_fargate:
     carryforward: true
     paths:
@@ -1124,6 +1157,11 @@ flags:
     paths:
     - karpenter/datadog_checks/karpenter
     - karpenter/tests
+  keda:
+    carryforward: true
+    paths:
+    - keda/datadog_checks/keda
+    - keda/tests
   kong:
     carryforward: true
     paths:
@@ -1179,21 +1217,21 @@ flags:
     paths:
     - kubernetes_state/datadog_checks/kubernetes_state
     - kubernetes_state/tests
-  kubevirt_handler:
+  kubevirt_api:
     carryforward: true
     paths:
-    - kubevirt_handler/datadog_checks/kubevirt_handler
-    - kubevirt_handler/tests
+    - kubevirt_api/datadog_checks/kubevirt_api
+    - kubevirt_api/tests
   kubevirt_controller:
     carryforward: true
     paths:
     - kubevirt_controller/datadog_checks/kubevirt_controller
     - kubevirt_controller/tests
-  kubevirt_api:
+  kubevirt_handler:
     carryforward: true
     paths:
-    - kubevirt_api/datadog_checks/kubevirt_api
-    - kubevirt_api/tests
+    - kubevirt_handler/datadog_checks/kubevirt_handler
+    - kubevirt_handler/tests
   kyototycoon:
     carryforward: true
     paths:
@@ -1254,6 +1292,11 @@ flags:
     paths:
     - mesos_slave/datadog_checks/mesos_slave
     - mesos_slave/tests
+  milvus:
+    carryforward: true
+    paths:
+    - milvus/datadog_checks/milvus
+    - milvus/tests
   mongo:
     carryforward: true
     paths:
@@ -1289,6 +1332,11 @@ flags:
     paths:
     - nginx_ingress_controller/datadog_checks/nginx_ingress_controller
     - nginx_ingress_controller/tests
+  nvidia_nim:
+    carryforward: true
+    paths:
+    - nvidia_nim/datadog_checks/nvidia_nim
+    - nvidia_nim/tests
   nvidia_triton:
     carryforward: true
     paths:
@@ -1369,6 +1417,11 @@ flags:
     paths:
     - pulsar/datadog_checks/pulsar
     - pulsar/tests
+  quarkus:
+    carryforward: true
+    paths:
+    - quarkus/datadog_checks/quarkus
+    - quarkus/tests
   rabbitmq:
     carryforward: true
     paths:
@@ -1419,6 +1472,11 @@ flags:
     paths:
     - singlestore/datadog_checks/singlestore
     - singlestore/tests
+  slurm:
+    carryforward: true
+    paths:
+    - slurm/datadog_checks/slurm
+    - slurm/tests
   snmp:
     carryforward: true
     paths:
@@ -1464,6 +1522,11 @@ flags:
     paths:
     - strimzi/datadog_checks/strimzi
     - strimzi/tests
+  supabase:
+    carryforward: true
+    paths:
+    - supabase/datadog_checks/supabase
+    - supabase/tests
   supervisord:
     carryforward: true
     paths:
diff --git a/.ddev/ci/scripts/kafka_consumer/linux/32_install_kerberos.sh b/.ddev/ci/scripts/kafka_consumer/linux/32_install_kerberos.sh
index 0b5b24ba2ce76..9d87b8beb48f8 100755
--- a/.ddev/ci/scripts/kafka_consumer/linux/32_install_kerberos.sh
+++ b/.ddev/ci/scripts/kafka_consumer/linux/32_install_kerberos.sh
@@ -8,7 +8,7 @@ sudo apt install -y --no-install-recommends build-essential libkrb5-dev wget sof
 # Install librdkafka from source since no binaries are available for the distribution we use on the CI:
 git clone https://github.com/confluentinc/librdkafka
 cd librdkafka
-git checkout v2.5.0
+git checkout v2.6.1
 sudo ./configure --install-deps --prefix=/usr
 make
 sudo make install
diff --git a/.ddev/ci/scripts/traces.py b/.ddev/ci/scripts/traces.py
index 0d4ff11917563..0210b9bc73caa 100644
--- a/.ddev/ci/scripts/traces.py
+++ b/.ddev/ci/scripts/traces.py
@@ -40,10 +40,10 @@ def replay(*, record_file: str, port: int) -> None:
             record = json.loads(line)
             path = record['path']
             body = b64decode(record['body'])
-
-            print(f'PUT {path} {len(body)} bytes: ', end='')
             conn.request('PUT', path, body=body, headers=record['headers'])
-            print(conn.getresponse().read().decode('utf-8'))
+            response = conn.getresponse()
+            response.read() # Needs to be done to prevent ResponseNotReady.
+            print(response.status, response.reason)
 
 
 def main():
diff --git a/.ddev/config.toml b/.ddev/config.toml
index 4a4d131e5ea52..062f75c0c07ec 100644
--- a/.ddev/config.toml
+++ b/.ddev/config.toml
@@ -70,6 +70,10 @@ exclude = true
 aerospike = ['Apache-2.0']
 # https://github.com/pyca/cryptography/blob/main/LICENSE
 cryptography = ['Apache-2.0', 'BSD-3-Clause', 'PSF']
+# https://github.com/confluentinc/confluent-kafka-python/blob/master/LICENSE
+# TODO: Remove once confluent-kafka license metadata is fixed:
+# https://github.com/confluentinc/confluent-kafka-python/issues/1857
+confluent-kafka = ['Apache-2.0']
 # https://github.com/rthalley/dnspython/blob/master/LICENSE
 dnspython = ['ISC']
 # https://github.com/cannatag/ldap3/blob/dev/COPYING.txt
diff --git a/.ddqa/config.toml b/.ddqa/config.toml
index b8b88b4843c48..3994cb069b68a 100644
--- a/.ddqa/config.toml
+++ b/.ddqa/config.toml
@@ -78,6 +78,28 @@ jira_statuses = [
 github_team = "network-device-monitoring"
 github_labels = ["team/network-device-monitoring"]
 
+[teams."Network Device Monitoring Core"]
+jira_project = "NDMII"
+jira_issue_type = "Task"
+jira_statuses = [
+  "To Do",
+  "In Progress",
+  "Done",
+]
+github_team = "ndm-core"
+github_labels = ["team/ndm-core"]
+
+[teams."Network Device Monitoring Integrations"]
+jira_project = "NDINT"
+jira_issue_type = "Task"
+jira_statuses = [
+  "To Do",
+  "In Progress",
+  "Done",
+]
+github_team = "ndm-integrations"
+github_labels = ["team/ndm-integrations"]
+
 [teams."Windows Agent"]
 jira_project = "WINA"
 jira_issue_type = "QA Task"
diff --git a/.deps/image_digests.json b/.deps/image_digests.json
index ad73cfcda588d..cc352434031bf 100644
--- a/.deps/image_digests.json
+++ b/.deps/image_digests.json
@@ -1,5 +1,5 @@
 {
-  "linux-aarch64": "sha256:f3834f630ad669a0876dafb95a9ffd5b485171536cffbc1170ffbd3cbfab9c1d",
-  "linux-x86_64": "sha256:952783e733c9c0d08568394a0e925d1f8428d8f04507a2b10bcfd2a1486da2db",
-  "windows-x86_64": "sha256:2fd9816b42a300080a0bcc57753e577f0140bb8b0d06e14c54fc8f634d93a2db"
+  "linux-aarch64": "sha256:03314aedd5b8a67258d476984629004e52f7299123897a83fd2aee8c13a7995a",
+  "linux-x86_64": "sha256:01a85cfe9b017760a3d485e5e2d01ef263f807797cb8b0d6ce10a9ed76a2026b",
+  "windows-x86_64": "sha256:869dd119f9b08b08cd21abeec3ae5b2b4c8967dc6ae699c0503ffe1e50bd939b"
 }
diff --git a/.deps/metadata.json b/.deps/metadata.json
index 470d35b87a710..e55b164ab2c41 100644
--- a/.deps/metadata.json
+++ b/.deps/metadata.json
@@ -1,3 +1,3 @@
 {
-  "sha256": "05fd51b6a78ab27c9e34b4be47740485e54a0b1cdc9c5dcefbbad7a53ce23c80"
+  "sha256": "4d5260e77bea1467dc82ebe382d0cbc42d3f9b62c64c36898f975393c42da56d"
 }
diff --git a/.deps/resolved/linux-aarch64_3.12.txt b/.deps/resolved/linux-aarch64_3.12.txt
index adba6014626f1..f7e8dca8656a7 100644
--- a/.deps/resolved/linux-aarch64_3.12.txt
+++ b/.deps/resolved/linux-aarch64_3.12.txt
@@ -1,60 +1,60 @@
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+aerospike @ https://agent-int-packages.datadoghq.com/built/aerospike/aerospike-7.1.1-20241015150445-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl#sha256=72935084f1d5a8052c38c2e790b616a9fb24c518b301391075d7d4dcd9be848b
 annotated-types @ https://agent-int-packages.datadoghq.com/external/annotated-types/annotated_types-0.7.0-py3-none-any.whl#sha256=1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 asn1crypto @ https://agent-int-packages.datadoghq.com/external/asn1crypto/asn1crypto-1.5.1-py2.py3-none-any.whl#sha256=db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-attrs @ https://agent-int-packages.datadoghq.com/external/attrs/attrs-24.2.0-py3-none-any.whl#sha256=81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2
+attrs @ https://agent-int-packages.datadoghq.com/external/attrs/attrs-24.3.0-py3-none-any.whl#sha256=ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308
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+azure-core @ https://agent-int-packages.datadoghq.com/external/azure-core/azure_core-1.32.0-py3-none-any.whl#sha256=eac191a0efb23bfa83fddf321b27b122b4ec847befa3091fa736a5c32c50d7b4
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 boto3 @ https://agent-int-packages.datadoghq.com/external/boto3/boto3-1.35.10-py3-none-any.whl#sha256=add26dd58e076dfd387013da4704716d5cff215cf14f6d4347c4b9b7fc1f0b8e
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+charset-normalizer @ https://agent-int-packages.datadoghq.com/external/charset-normalizer/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1
 clickhouse-cityhash @ https://agent-int-packages.datadoghq.com/external/clickhouse-cityhash/clickhouse_cityhash-1.0.2.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=bbfd83713e5a7a700c4a8200e921bc580fd7cba5f3b9d732172a5d82b12b3e20
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+confluent-kafka @ https://agent-int-packages.datadoghq.com/built/confluent-kafka/confluent_kafka-2.6.1-20241216144602-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=32d125133b9c34d34d1773ecd5458bf6fafff070fd626537b0ceacef4ef5e658
 cryptography @ https://agent-int-packages.datadoghq.com/external/cryptography/cryptography-43.0.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=1bbcce1a551e262dfbafb6e6252f1ae36a248e615ca44ba302df077a846a8806
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 decorator @ https://agent-int-packages.datadoghq.com/external/decorator/decorator-5.1.1-py3-none-any.whl#sha256=b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186
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+deprecated @ https://agent-int-packages.datadoghq.com/external/deprecated/Deprecated-1.2.15-py2.py3-none-any.whl#sha256=353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320
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+opentelemetry-api @ https://agent-int-packages.datadoghq.com/external/opentelemetry-api/opentelemetry_api-1.29.0-py3-none-any.whl#sha256=5fcd94c4141cc49c736271f3e1efb777bebe9cc535759c54c936cca4f1b312b8
 orjson @ https://agent-int-packages.datadoghq.com/external/orjson/orjson-3.10.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=76ac14cd57df0572453543f8f2575e2d01ae9e790c21f57627803f5e79b0d3c3
 os-service-types @ https://agent-int-packages.datadoghq.com/external/os-service-types/os_service_types-1.7.0-py2.py3-none-any.whl#sha256=0505c72205690910077fb72b88f2a1f07533c8d39f2fe75b29583481764965d6
 packaging @ https://agent-int-packages.datadoghq.com/external/packaging/packaging-24.1-py3-none-any.whl#sha256=5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
@@ -79,14 +79,14 @@ pyjwt @ https://agent-int-packages.datadoghq.com/external/pyjwt/PyJWT-2.9.0-py3-
 pymongo @ https://agent-int-packages.datadoghq.com/external/pymongo/pymongo-4.8.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=c6b804bb4f2d9dc389cc9e827d579fa327272cdb0629a99bfe5b83cb3e269ebf
 pymysql @ https://agent-int-packages.datadoghq.com/external/pymysql/PyMySQL-1.1.1-py3-none-any.whl#sha256=4de15da4c61dc132f4fb9ab763063e693d521a80fd0e87943b9a453dd4c19d6c
 pynacl @ https://agent-int-packages.datadoghq.com/external/pynacl/PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=a36d4a9dda1f19ce6e03c9a784a2921a4b726b02e1c736600ca9c22029474394
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 pysmi @ https://agent-int-packages.datadoghq.com/external/pysmi/pysmi-1.2.1-py3-none-any.whl#sha256=d97c60de9f81d33ab2899124d95a94fa7fefacc86ab6e00cbfec543a073e6d33
 pysnmp @ https://agent-int-packages.datadoghq.com/external/pysnmp/pysnmp-5.1.0-py3-none-any.whl#sha256=375a8adfc6820faf24ace6761a6d20544e60580d714ff7266df272850c39b439
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 pysnmpcrypto @ https://agent-int-packages.datadoghq.com/external/pysnmpcrypto/pysnmpcrypto-0.0.4-py2.py3-none-any.whl#sha256=5889733caa030f45d9e03ea9d6370fb06426a8cb7f839aabbcdde33c6f634679
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+pyspnego @ https://agent-int-packages.datadoghq.com/external/pyspnego/pyspnego-0.11.2-py3-none-any.whl#sha256=74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
 python-binary-memcached @ https://agent-int-packages.datadoghq.com/external/python-binary-memcached/python_binary_memcached-0.31.2-py3-none-any.whl#sha256=e5b93d54429e835cab7d5b33988649f9748344aa49adaed8eed94b37e714d562
 python-dateutil @ https://agent-int-packages.datadoghq.com/external/python-dateutil/python_dateutil-2.9.0.post0-py2.py3-none-any.whl#sha256=a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
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@@ -103,27 +103,27 @@ requests-unixsocket2 @ https://agent-int-packages.datadoghq.com/external/request
 requestsexceptions @ https://agent-int-packages.datadoghq.com/external/requestsexceptions/requestsexceptions-1.4.0-py2.py3-none-any.whl#sha256=3083d872b6e07dc5c323563ef37671d992214ad9a32b0ca4a3d7f5500bf38ce3
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 rsa @ https://agent-int-packages.datadoghq.com/external/rsa/rsa-4.9-py3-none-any.whl#sha256=90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7
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 securesystemslib @ https://agent-int-packages.datadoghq.com/external/securesystemslib/securesystemslib-0.28.0-py3-none-any.whl#sha256=9e6b9abe36a511d4f52c759069db8f6f650362ba82d6efc7bc7466a458b3f499
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+snowflake-connector-python @ https://agent-int-packages.datadoghq.com/external/snowflake-connector-python/snowflake_connector_python-3.12.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl#sha256=2215d8a4c5e25ea0d2183fe693c3fdf058cd6035e5c84710d532dc04ab4ffd31
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 supervisor @ https://agent-int-packages.datadoghq.com/external/supervisor/supervisor-4.2.5-py2.py3-none-any.whl#sha256=2ecaede32fc25af814696374b79e42644ecaba5c09494c51016ffda9602d0f08
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-uptime @ https://agent-int-packages.datadoghq.com/built/uptime/uptime-3.0.1-20240927122410-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl#sha256=c68df01ef226cb567ae03cc5e310f5053c4e3f9d76a4cb843ee9f804b7945e09
+uptime @ https://agent-int-packages.datadoghq.com/built/uptime/uptime-3.0.1-20241015150447-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl#sha256=4e289c64e32f4c34bf32859c77a4d1586c7145fb28617fc45d57eb22fa7a93a3
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+xmltodict @ https://agent-int-packages.datadoghq.com/external/xmltodict/xmltodict-0.14.2-py2.py3-none-any.whl#sha256=20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac
+zipp @ https://agent-int-packages.datadoghq.com/external/zipp/zipp-3.21.0-py3-none-any.whl#sha256=ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931
diff --git a/.deps/resolved/linux-x86_64_3.12.txt b/.deps/resolved/linux-x86_64_3.12.txt
index d214afae36df4..3f73649fb57c0 100644
--- a/.deps/resolved/linux-x86_64_3.12.txt
+++ b/.deps/resolved/linux-x86_64_3.12.txt
@@ -1,60 +1,60 @@
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+aerospike @ https://agent-int-packages.datadoghq.com/built/aerospike/aerospike-7.1.1-20241015150437-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl#sha256=65a607b222936c274d7099bcc93616724551db5a7b7e2e101ca3cf0f41549853
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 asn1crypto @ https://agent-int-packages.datadoghq.com/external/asn1crypto/asn1crypto-1.5.1-py2.py3-none-any.whl#sha256=db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
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@@ -77,17 +77,17 @@ pydantic @ https://agent-int-packages.datadoghq.com/external/pydantic/pydantic-2
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@@ -104,27 +104,27 @@ requests-unixsocket2 @ https://agent-int-packages.datadoghq.com/external/request
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diff --git a/.deps/resolved/macos-x86_64_3.12.txt b/.deps/resolved/macos-x86_64_3.12.txt
index e9ba44a921b82..d4d095573dd0f 100644
--- a/.deps/resolved/macos-x86_64_3.12.txt
+++ b/.deps/resolved/macos-x86_64_3.12.txt
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+opentelemetry-api @ https://agent-int-packages.datadoghq.com/external/opentelemetry-api/opentelemetry_api-1.29.0-py3-none-any.whl#sha256=5fcd94c4141cc49c736271f3e1efb777bebe9cc535759c54c936cca4f1b312b8
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@@ -76,7 +76,7 @@ pydantic @ https://agent-int-packages.datadoghq.com/external/pydantic/pydantic-2
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+pymqi @ https://agent-int-packages.datadoghq.com/built/pymqi/pymqi-1.12.10-20241217110207-cp312-cp312-macosx_10_13_universal2.whl#sha256=8e35a9b5f25877bbc08c2c17491e239780f10009a00c991d7099d9fbb8699e7d
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@@ -86,12 +86,12 @@ pysnmp @ https://agent-int-packages.datadoghq.com/external/pysnmp/pysnmp-5.1.0-p
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+pyvmomi @ https://agent-int-packages.datadoghq.com/built/pyvmomi/pyvmomi-8.0.3.0.1-20241216144622-py2.py3-none-macosx_10_12_universal2.whl#sha256=0d5c361674512c65adbdc32e05eaffb60be72b246efb3ea1ce2edb10dd6698c8
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@@ -103,27 +103,27 @@ requests-unixsocket2 @ https://agent-int-packages.datadoghq.com/external/request
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-opentelemetry-api @ https://agent-int-packages.datadoghq.com/external/opentelemetry-api/opentelemetry_api-1.27.0-py3-none-any.whl#sha256=953d5871815e7c30c81b56d910c707588000fff7a3ca1c73e6531911d53065e7
+opentelemetry-api @ https://agent-int-packages.datadoghq.com/external/opentelemetry-api/opentelemetry_api-1.29.0-py3-none-any.whl#sha256=5fcd94c4141cc49c736271f3e1efb777bebe9cc535759c54c936cca4f1b312b8
 orjson @ https://agent-int-packages.datadoghq.com/external/orjson/orjson-3.10.7-cp312-none-win_amd64.whl#sha256=1d9c0e733e02ada3ed6098a10a8ee0052dd55774de3d9110d29868d24b17faa1
 os-service-types @ https://agent-int-packages.datadoghq.com/external/os-service-types/os_service_types-1.7.0-py2.py3-none-any.whl#sha256=0505c72205690910077fb72b88f2a1f07533c8d39f2fe75b29583481764965d6
 packaging @ https://agent-int-packages.datadoghq.com/external/packaging/packaging-24.1-py3-none-any.whl#sha256=5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
@@ -84,7 +84,7 @@ pysnmp @ https://agent-int-packages.datadoghq.com/external/pysnmp/pysnmp-5.1.0-p
 pysnmp-mibs @ https://agent-int-packages.datadoghq.com/external/pysnmp-mibs/pysnmp_mibs-0.1.6-py2.py3-none-any.whl#sha256=5e153ebe8e767c07940cea435f866c623ff6b2376155c7da75085b08d3774d48
 pysnmpcrypto @ https://agent-int-packages.datadoghq.com/external/pysnmpcrypto/pysnmpcrypto-0.0.4-py2.py3-none-any.whl#sha256=5889733caa030f45d9e03ea9d6370fb06426a8cb7f839aabbcdde33c6f634679
 pysocks @ https://agent-int-packages.datadoghq.com/external/pysocks/PySocks-1.7.1-py3-none-any.whl#sha256=2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego @ https://agent-int-packages.datadoghq.com/external/pyspnego/pyspnego-0.11.1-py3-none-any.whl#sha256=129a4294f2c4d681d5875240ef87accc6f1d921e8983737fb0b59642b397951e
+pyspnego @ https://agent-int-packages.datadoghq.com/external/pyspnego/pyspnego-0.11.2-py3-none-any.whl#sha256=74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
 python-dateutil @ https://agent-int-packages.datadoghq.com/external/python-dateutil/python_dateutil-2.9.0.post0-py2.py3-none-any.whl#sha256=a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
 pytz @ https://agent-int-packages.datadoghq.com/external/pytz/pytz-2024.2-py2.py3-none-any.whl#sha256=31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
 pyvmomi @ https://agent-int-packages.datadoghq.com/built/pyvmomi/pyvmomi-8.0.3.0.1-20240702172100-py2.py3-none-win_amd64.whl#sha256=19446fe48dbdd8b64097eff5648cc4b5a19165ede40826507f5e1398e1032e12
@@ -100,18 +100,18 @@ requests-unixsocket2 @ https://agent-int-packages.datadoghq.com/external/request
 requestsexceptions @ https://agent-int-packages.datadoghq.com/external/requestsexceptions/requestsexceptions-1.4.0-py2.py3-none-any.whl#sha256=3083d872b6e07dc5c323563ef37671d992214ad9a32b0ca4a3d7f5500bf38ce3
 rethinkdb @ https://agent-int-packages.datadoghq.com/external/rethinkdb/rethinkdb-2.4.10.post1-py2.py3-none-any.whl#sha256=a8c3644a35beb7bc857887808d267e6124623b32dc1f54608e7729a14617a431
 rsa @ https://agent-int-packages.datadoghq.com/external/rsa/rsa-4.9-py3-none-any.whl#sha256=90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7
-s3transfer @ https://agent-int-packages.datadoghq.com/external/s3transfer/s3transfer-0.10.2-py3-none-any.whl#sha256=eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69
+s3transfer @ https://agent-int-packages.datadoghq.com/external/s3transfer/s3transfer-0.10.4-py3-none-any.whl#sha256=244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e
 securesystemslib @ https://agent-int-packages.datadoghq.com/external/securesystemslib/securesystemslib-0.28.0-py3-none-any.whl#sha256=9e6b9abe36a511d4f52c759069db8f6f650362ba82d6efc7bc7466a458b3f499
 semver @ https://agent-int-packages.datadoghq.com/external/semver/semver-3.0.2-py3-none-any.whl#sha256=b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4
 service-identity @ https://agent-int-packages.datadoghq.com/external/service-identity/service_identity-24.1.0-py3-none-any.whl#sha256=a28caf8130c8a5c1c7a6f5293faaf239bbfb7751e4862436920ee6f2616f568a
-setuptools @ https://agent-int-packages.datadoghq.com/external/setuptools/setuptools-75.1.0-py3-none-any.whl#sha256=35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2
+setuptools @ https://agent-int-packages.datadoghq.com/external/setuptools/setuptools-75.6.0-py3-none-any.whl#sha256=ce74b49e8f7110f9bf04883b730f4765b774ef3ef28f722cce7c273d253aaf7d
 simplejson @ https://agent-int-packages.datadoghq.com/external/simplejson/simplejson-3.19.3-cp312-cp312-win_amd64.whl#sha256=1e662336db50ad665777e6548b5076329a94a0c3d4a0472971c588b3ef27de3a
-six @ https://agent-int-packages.datadoghq.com/external/six/six-1.16.0-py2.py3-none-any.whl#sha256=8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
-snowflake-connector-python @ https://agent-int-packages.datadoghq.com/external/snowflake-connector-python/snowflake_connector_python-3.12.1-cp312-cp312-win_amd64.whl#sha256=b06c63ec0381df1f4da6c4326330a1a40c8fc21fd3dcc2f58df4de395d676893
+six @ https://agent-int-packages.datadoghq.com/external/six/six-1.17.0-py2.py3-none-any.whl#sha256=4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+snowflake-connector-python @ https://agent-int-packages.datadoghq.com/external/snowflake-connector-python/snowflake_connector_python-3.12.3-cp312-cp312-win_amd64.whl#sha256=f0d0fcb948ef0812ab162ec9767622f345554043a07439c0c1a9474c86772320
 sortedcontainers @ https://agent-int-packages.datadoghq.com/external/sortedcontainers/sortedcontainers-2.4.0-py2.py3-none-any.whl#sha256=a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
 soupsieve @ https://agent-int-packages.datadoghq.com/external/soupsieve/soupsieve-2.6-py3-none-any.whl#sha256=e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9
-sspilib @ https://agent-int-packages.datadoghq.com/external/sspilib/sspilib-0.1.0-cp312-cp312-win_amd64.whl#sha256=b83825a2c43ff84ddff72d09b098057efaabf3841d3c42888078e154cf8e9595
-stevedore @ https://agent-int-packages.datadoghq.com/external/stevedore/stevedore-5.3.0-py3-none-any.whl#sha256=1efd34ca08f474dad08d9b19e934a22c68bb6fe416926479ba29e5013bcc8f78
+sspilib @ https://agent-int-packages.datadoghq.com/external/sspilib/sspilib-0.2.0-cp312-cp312-win_amd64.whl#sha256=40a97ca83e503a175d1dc9461836994e47e8b9bcf56cab81a2c22e27f1993079
+stevedore @ https://agent-int-packages.datadoghq.com/external/stevedore/stevedore-5.4.0-py3-none-any.whl#sha256=b0be3c4748b3ea7b854b265dcb4caa891015e442416422be16f8b31756107857
 supervisor @ https://agent-int-packages.datadoghq.com/external/supervisor/supervisor-4.2.5-py2.py3-none-any.whl#sha256=2ecaede32fc25af814696374b79e42644ecaba5c09494c51016ffda9602d0f08
 tomlkit @ https://agent-int-packages.datadoghq.com/external/tomlkit/tomlkit-0.13.2-py3-none-any.whl#sha256=7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde
 tuf @ https://agent-int-packages.datadoghq.com/external/tuf/tuf-4.0.0-py3-none-any.whl#sha256=a22ab5fa6daf910b3052929fdce42ccad8a300e5e85715daaff9592aed980f7a
@@ -123,5 +123,5 @@ urllib3 @ https://agent-int-packages.datadoghq.com/external/urllib3/urllib3-2.2.
 vertica-python @ https://agent-int-packages.datadoghq.com/external/vertica-python/vertica_python-1.4.0-py3-none-any.whl#sha256=50fecd7687f4b0b9f6dee6e2b35c195af2a4f702ece01bd12e080b51756e000b
 websocket-client @ https://agent-int-packages.datadoghq.com/external/websocket-client/websocket_client-1.8.0-py3-none-any.whl#sha256=17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526
 wrapt @ https://agent-int-packages.datadoghq.com/external/wrapt/wrapt-1.16.0-cp312-cp312-win_amd64.whl#sha256=dcdba5c86e368442528f7060039eda390cc4091bfd1dca41e8046af7c910dda8
-xmltodict @ https://agent-int-packages.datadoghq.com/external/xmltodict/xmltodict-0.13.0-py2.py3-none-any.whl#sha256=aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852
-zipp @ https://agent-int-packages.datadoghq.com/external/zipp/zipp-3.20.2-py3-none-any.whl#sha256=a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350
+xmltodict @ https://agent-int-packages.datadoghq.com/external/xmltodict/xmltodict-0.14.2-py2.py3-none-any.whl#sha256=20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac
+zipp @ https://agent-int-packages.datadoghq.com/external/zipp/zipp-3.21.0-py3-none-any.whl#sha256=ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 6f28b51c60de5..63cc24eed4d80 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -83,7 +83,8 @@ manifest.json         @DataDog/documentation @DataDog/agent-integrations
 /kubernetes/                                    @DataDog/container-integrations @DataDog/agent-integrations
 /kubernetes/*.md                                @DataDog/container-integrations @DataDog/agent-integrations @DataDog/documentation
 /kubernetes/manifest.json                       @DataDog/container-integrations @DataDog/agent-integrations @DataDog/documentation
-/kubernetes_cluster_autoscaler/                 @DataDog/container-integrations @DataDog/agent-integrations 
+/kubernetes_admission/                          @DataDog/container-platform     @DataDog/agent-integrations
+/kubernetes_cluster_autoscaler/                 @DataDog/container-integrations @DataDog/agent-integrations
 /kubernetes_cluster_autoscaler/*.md             @DataDog/container-integrations @DataDog/agent-integrations @DataDog/documentation
 /kubernetes_cluster_autoscaler/manifest.json    @DataDog/container-integrations @DataDog/agent-integrations @DataDog/documentation
 /kubernetes_state/                              @DataDog/container-integrations @DataDog/agent-integrations
@@ -109,17 +110,17 @@ manifest.json         @DataDog/documentation @DataDog/agent-integrations
 /tcp_queue_length/manifest.json                 @DataDog/container-integrations @DataDog/agent-integrations @DataDog/documentation
 
 # NDM
-/cisco_aci/                                                        @DataDog/network-device-monitoring @DataDog/agent-integrations
-/cisco_sdwan/                                                      @DataDog/network-device-monitoring @DataDog/agent-integrations
-/snmp/                                                             @DataDog/network-device-monitoring @DataDog/agent-integrations
-/snmp/*.md                                                         @DataDog/network-device-monitoring @DataDog/agent-integrations @DataDog/documentation
-/snmp_*/                                                           @DataDog/network-device-monitoring @DataDog/agent-integrations
-/snmp_*/*.md                                                       @DataDog/network-device-monitoring @DataDog/agent-integrations @DataDog/documentation
+/cisco_aci/                                                        @DataDog/ndm-integrations @DataDog/agent-integrations
+/cisco_sdwan/                                                      @DataDog/ndm-integrations @DataDog/agent-integrations
+/snmp/                                                             @DataDog/ndm-core @DataDog/agent-integrations
+/snmp/*.md                                                         @DataDog/ndm-core @DataDog/agent-integrations @DataDog/documentation
+/snmp_*/                                                           @DataDog/ndm-core @DataDog/agent-integrations
+/snmp_*/*.md                                                       @DataDog/ndm-core @DataDog/agent-integrations @DataDog/documentation
 /network_path/                                                     @DataDog/network-device-monitoring @DataDog/Networks @DataDog/agent-integrations
 /network_path/*.md                                                 @DataDog/network-device-monitoring @DataDog/Networks @DataDog/agent-integrations @DataDog/documentation
 
-/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/ @DataDog/network-device-monitoring @DataDog/agent-integrations
-/docs/developer/tutorials/snmp/                                    @DataDog/network-device-monitoring @DataDog/agent-integrations @DataDog/documentation
+/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/ @DataDog/ndm-core @DataDog/agent-integrations
+/docs/developer/tutorials/snmp/                                    @DataDog/ndm-core @DataDog/agent-integrations @DataDog/documentation
 
 # Platform Integrations
 /citrix_hypervisor/                     @DataDog/platform-integrations @DataDog/agent-integrations
@@ -137,7 +138,7 @@ manifest.json         @DataDog/documentation @DataDog/agent-integrations
 /fly_io/                                @DataDog/platform-integrations @DataDog/agent-integrations
 /fly_io/manifest.json                   @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
 /fly_io/*.md                            @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
-/fly_io/assets/logs/                    @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation @DataDog/logs-backend
+/fly_io/assets/logs/                    @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 /openstack/                             @DataDog/platform-integrations @DataDog/agent-integrations
 /openstack/*.md                         @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
 /openstack/manifest.json                @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
@@ -150,7 +151,7 @@ manifest.json         @DataDog/documentation @DataDog/agent-integrations
 /teleport/                              @DataDog/platform-integrations @DataDog/agent-integrations
 /teleport/manifest.json                 @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
 /teleport/*.md                          @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
-/teleport/assets/logs/                  @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation @DataDog/logs-backend
+/teleport/assets/logs/                  @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 /vsphere/                               @DataDog/platform-integrations @DataDog/agent-integrations
 /vsphere/manifest.json                  @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
 /vsphere/*.md                           @DataDog/platform-integrations @DataDog/agent-integrations @DataDog/documentation
@@ -195,14 +196,14 @@ datadog_checks_base/tests/**/test_db_statements.py  @DataDog/database-monitoring
 /oracle/                                            @DataDog/database-monitoring-agent @DataDog/agent-integrations
 /oracle/*.md                                        @DataDog/database-monitoring @DataDog/agent-integrations @DataDog/documentation
 /oracle/manifest.json                               @DataDog/database-monitoring @DataDog/agent-integrations @DataDog/documentation
-/mongo/                                             @DataDog/agent-integrations @DataDog/database-monitoring-agent
-/mongo/*.md                                         @DataDog/agent-integrations @DataDog/database-monitoring @DataDog/documentation
-/mongo/manifest.json                                @DataDog/agent-integrations @DataDog/database-monitoring @DataDog/documentation
+/mongo/                                             @DataDog/database-monitoring-agent @DataDog/agent-integrations
+/mongo/*.md                                         @DataDog/database-monitoring @DataDog/agent-integrations @DataDog/documentation
+/mongo/manifest.json                                @DataDog/database-monitoring @DataDog/agent-integrations @DataDog/documentation
 
 # APM Integrations
 /langchain/         @DataDog/ml-observability @DataDog/agent-integrations @DataDog/documentation
 /openai/            @DataDog/ml-observability @DataDog/agent-integrations @DataDog/documentation
-
+/anthropic/         @DataDog/ml-observability @DataDog/agent-integrations @DataDog/documentation
 
 # Windows agent
 datadog_checks_base/datadog_checks/base/checks/win/                  @DataDog/windows-agent @DataDog/agent-integrations
@@ -245,6 +246,22 @@ datadog_checks_base/datadog_checks/base/checks/windows/              @DataDog/wi
 /wmi_check/manifest.json                                             @DataDog/windows-agent @DataDog/agent-integrations @DataDog/documentation
 
 # SaaS Integrations
+/adyen/                                                              @DataDog/saas-integrations
+/adyen/*.md                                                          @DataDog/saas-integrations @DataDog/documentation
+/adyen/manifest.json                                                 @DataDog/saas-integrations @DataDog/documentation
+/adyen/assets/logs/                                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/authorize_net/                                                      @DataDog/saas-integrations
+/authorize_net/*.md                                                  @DataDog/saas-integrations @DataDog/documentation
+/authorize_net/manifest.json                                         @DataDog/saas-integrations @DataDog/documentation
+/authorize_net/metadata.csv                                          @DataDog/saas-integrations @DataDog/documentation
+/authorize_net/assets/logs/                                          @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/brevo/                                                              @DataDog/saas-integrations
+/brevo/*.md                                                          @DataDog/saas-integrations @DataDog/documentation
+/brevo/manifest.json                                                 @DataDog/saas-integrations @DataDog/documentation
+/brevo/assets/logs/                                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
 /cisco_umbrella_dns/                                                 @DataDog/saas-integrations
 /cisco_umbrella_dns/*.md                                             @DataDog/saas-integrations @DataDog/documentation
 /cisco_umbrella_dns/manifest.json                                    @DataDog/saas-integrations @DataDog/documentation
@@ -256,17 +273,29 @@ datadog_checks_base/datadog_checks/base/checks/windows/              @DataDog/wi
 /cisco_secure_endpoint/                                              @DataDog/saas-integrations
 /cisco_secure_endpoint/*.md                                          @DataDog/saas-integrations @DataDog/documentation
 /cisco_secure_endpoint/manifest.json                                 @DataDog/saas-integrations @DataDog/documentation
-/cisco_secure_endpoint/assets/logs/                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/cisco_secure_endpoint/assets/logs/                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /contentful/                                                         @DataDog/saas-integrations
 /contentful/*.md                                                     @DataDog/saas-integrations @DataDog/documentation
 /contentful/manifest.json                                            @DataDog/saas-integrations @DataDog/documentation
-/contentful/assets/logs/                                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/contentful/assets/logs/                                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /freshservice/                                                          @DataDog/saas-integrations
 /freshservice/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
 /freshservice/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
-/freshservice/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/freshservice/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/genesys/                                                           @DataDog/saas-integrations
+/genesys/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
+/genesys/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
+/genesys/metadata.csv                                               @DataDog/saas-integrations @DataDog/documentation
+/genesys/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/genesys/                                                           @DataDog/saas-integrations
+/genesys/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
+/genesys/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
+/genesys/metadata.csv                                               @DataDog/saas-integrations @DataDog/documentation
+/genesys/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
 
 /godaddy/                                                           @DataDog/saas-integrations
 /godaddy/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
@@ -276,81 +305,156 @@ datadog_checks_base/datadog_checks/base/checks/windows/              @DataDog/wi
 /greenhouse/                                                          @DataDog/saas-integrations
 /greenhouse/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
 /greenhouse/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
-/greenhouse/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/greenhouse/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/incident_io/                                                        @DataDog/saas-integrations
+/incident_io/*.md                                                    @DataDog/saas-integrations @DataDog/documentation
+/incident_io/manifest.json                                           @DataDog/saas-integrations @DataDog/documentation
+/incident_io/assets/logs/                                            @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /lastpass/                                                          @DataDog/saas-integrations
 /lastpass/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
 /lastpass/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
-/lastpass/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/lastpass/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /mailchimp/                                                          @DataDog/saas-integrations
 /mailchimp/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
 /mailchimp/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
 
-/mimecast/                                                           @DataDog/saas-integrations
-/mimecast/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
-/mimecast/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
-/mimecast/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/mimecast/                                                          @DataDog/saas-integrations
+/mimecast/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
+/mimecast/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
+/mimecast/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/mux/                                                               @DataDog/saas-integrations
+/mux/*.md                                                           @DataDog/saas-integrations @DataDog/documentation
+/mux/manifest.json                                                  @DataDog/saas-integrations @DataDog/documentation
+/mux/metadata.csv                                                   @DataDog/saas-integrations @DataDog/documentation
 
 /palo_alto_cortex_xdr/                                               @DataDog/saas-integrations
 /palo_alto_cortex_xdr/*.md                                           @DataDog/saas-integrations @DataDog/documentation
 /palo_alto_cortex_xdr/manifest.json                                  @DataDog/saas-integrations @DataDog/documentation
-/palo_alto_cortex_xdr/assets/logs/                                   @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/palo_alto_cortex_xdr/assets/logs/                                   @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /snowflake/                                                          @DataDog/saas-integrations
-/snowflake/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
+/snowflake/*.md                                                      @DataDog/saas-integrations @DataDog/documentation @DataDog/agent-integrations
 /snowflake/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
 
+/sonicwall_firewall/                                                  @DataDog/saas-integrations
+/sonicwall_firewall/*.md                                              @DataDog/saas-integrations @DataDog/documentation
+/sonicwall_firewall/manifest.json                                     @DataDog/saas-integrations @DataDog/documentation
+/sonicwall_firewall/assets/logs/                                      @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
 /sophos_central_cloud/                                               @DataDog/saas-integrations
 /sophos_central_cloud/*.md                                           @DataDog/saas-integrations @DataDog/documentation
 /sophos_central_cloud/manifest.json                                  @DataDog/saas-integrations @DataDog/documentation
-/sophos_central_cloud/assets/logs/                                   @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/sophos_central_cloud/assets/logs/                                   @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/squid/                                                              @DataDog/saas-integrations
+/squid/*.md                                                          @DataDog/saas-integrations @DataDog/documentation
+/squid/manifest.json                                                 @DataDog/saas-integrations @DataDog/documentation
+/squid/assets/logs/                                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
 
 /ping_one/                                                           @DataDog/saas-integrations
 /ping_one/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
 /ping_one/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
-/ping_one/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/ping_one/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /trend_micro_vision_one_xdr/                                         @DataDog/saas-integrations
 /trend_micro_vision_one_xdr/*.md                                     @DataDog/saas-integrations @DataDog/documentation
 /trend_micro_vision_one_xdr/manifest.json                            @DataDog/saas-integrations @DataDog/documentation
-/trend_micro_vision_one_xdr/assets/logs/                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/trend_micro_vision_one_xdr/assets/logs/                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /ping_federate/                                                      @DataDog/saas-integrations
 /ping_federate/*.md                                                  @DataDog/saas-integrations @DataDog/documentation
 /ping_federate/manifest.json                                         @DataDog/saas-integrations @DataDog/documentation
-/ping_federate/assets/logs/                                          @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/ping_federate/assets/logs/                                          @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /cisco_secure_email_threat_defense/                                 @DataDog/saas-integrations
 /cisco_secure_email_threat_defense/*.md                             @DataDog/saas-integrations @DataDog/documentation
 /cisco_secure_email_threat_defense/manifest.json                    @DataDog/saas-integrations @DataDog/documentation
-/cisco_secure_email_threat_defense/assets/logs/                     @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/cisco_secure_email_threat_defense/assets/logs/                     @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /ringcentral/                                                        @DataDog/saas-integrations
 /ringcentral/*.md                                                    @DataDog/saas-integrations @DataDog/documentation
 /ringcentral/manifest.json                                           @DataDog/saas-integrations @DataDog/documentation
 /ringcentral/metadata.csv                                            @DataDog/saas-integrations @DataDog/documentation
-/ringcentral/assets/logs/                                            @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/ringcentral/assets/logs/                                            @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/temporal_cloud/                                                    @DataDog/saas-integrations
+/temporal_cloud/*.md                                                @DataDog/saas-integrations @DataDog/documentation
+/temporal_cloud/manifest.json                                       @DataDog/saas-integrations @DataDog/documentation
+/temporal_cloud/metadata.csv                                        @DataDog/saas-integrations @DataDog/documentation
+
+/temporal_cloud/                                                    @DataDog/saas-integrations
+/temporal_cloud/*.md                                                @DataDog/saas-integrations @DataDog/documentation
+/temporal_cloud/manifest.json                                       @DataDog/saas-integrations @DataDog/documentation
+/temporal_cloud/metadata.csv                                        @DataDog/saas-integrations @DataDog/documentation
 
-/trend_micro_email_security/                                         @DataDog/saas-integrations
-/trend_micro_email_security/*.md                                     @DataDog/saas-integrations @DataDog/documentation
-/trend_micro_email_security/manifest.json                            @DataDog/saas-integrations @DataDog/documentation
-/trend_micro_email_security/assets/logs/                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/trend_micro_email_security/                                        @DataDog/saas-integrations
+/trend_micro_email_security/*.md                                    @DataDog/saas-integrations @DataDog/documentation
+/trend_micro_email_security/manifest.json                           @DataDog/saas-integrations @DataDog/documentation
+/trend_micro_email_security/assets/logs/                            @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /trellix_endpoint_security/                                         @DataDog/saas-integrations
 /trellix_endpoint_security/*.md                                     @DataDog/saas-integrations @DataDog/documentation
 /trellix_endpoint_security/manifest.json                            @DataDog/saas-integrations @DataDog/documentation
-/trellix_endpoint_security/assets/logs/                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/trellix_endpoint_security/assets/logs/                             @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /docusign/                                                          @DataDog/saas-integrations
 /docusign/*.md                                                      @DataDog/saas-integrations @DataDog/documentation
 /docusign/manifest.json                                             @DataDog/saas-integrations @DataDog/documentation
-/docusign/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/docusign/assets/logs/                                              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
 
 /trend_micro_vision_one_endpoint_security/                          @DataDog/saas-integrations
 /trend_micro_vision_one_endpoint_security/*.md                      @DataDog/saas-integrations @DataDog/documentation
 /trend_micro_vision_one_endpoint_security/manifest.json             @DataDog/saas-integrations @DataDog/documentation
-/trend_micro_vision_one_endpoint_security/assets/logs/              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+/trend_micro_vision_one_endpoint_security/assets/logs/              @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/shopify/                                                           @DataDog/saas-integrations
+/shopify/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
+/shopify/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
+/shopify/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/shopify/                                                           @DataDog/saas-integrations
+/shopify/*.md                                                       @DataDog/saas-integrations @DataDog/documentation
+/shopify/manifest.json                                              @DataDog/saas-integrations @DataDog/documentation
+/shopify/assets/logs/                                               @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/asana/                                                             @DataDog/saas-integrations
+/asana/*.md                                                         @DataDog/saas-integrations @DataDog/documentation
+/asana/manifest.json                                                @DataDog/saas-integrations @DataDog/documentation
+/asana/assets/logs/                                                 @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/hubspot_content_hub/                                               @DataDog/saas-integrations
+/hubspot_content_hub/*.md                                           @DataDog/saas-integrations @DataDog/documentation
+/hubspot_content_hub/manifest.json                                  @DataDog/saas-integrations @DataDog/documentation
+/hubspot_content_hub/assets/logs/                                   @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+vonage/                                                            @DataDog/saas-integrations
+vonage/*.md                                                        @DataDog/saas-integrations @DataDog/documentation
+vonage/manifest.json                                               @DataDog/saas-integrations @DataDog/documentation
+vonage/assets/logs/                                                @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend @DataDog/logs-core
+
+/asana/                                                             @DataDog/saas-integrations
+/asana/*.md                                                         @DataDog/saas-integrations @DataDog/documentation
+/asana/manifest.json                                                @DataDog/saas-integrations @DataDog/documentation
+/asana/assets/logs/                                                 @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+hubspot_content_hub/                                                @DataDog/saas-integrations
+hubspot_content_hub/*.md                                            @DataDog/saas-integrations @DataDog/documentation
+hubspot_content_hub/manifest.json                                   @DataDog/saas-integrations @DataDog/documentation
+hubspot_content_hub/assets/logs/                                    @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+plaid/                                                              @DataDog/saas-integrations
+plaid/*.md                                                          @DataDog/saas-integrations @DataDog/documentation
+plaid/manifest.json                                                 @DataDog/saas-integrations @DataDog/documentation
+plaid/assets/logs/                                                  @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
+
+/streamnative/                                                      @DataDog/saas-integrations
+/streamnative/*.md                                                  @DataDog/saas-integrations @DataDog/documentation
+/streamnative/manifest.json                                         @DataDog/saas-integrations @DataDog/documentation
+/streamnative/assets/logs/                                          @DataDog/saas-integrations @DataDog/documentation @DataDog/logs-backend
 
 # To keep Security up-to-date with changes to the signing tool.
 /datadog_checks_dev/datadog_checks/dev/tooling/signing.py             @DataDog/agent-integrations
@@ -367,4 +471,4 @@ docs/developer/process/integration-release.md                         @DataDog/a
 
 # LEAVE THE FOLLOWING LOG OWNERSHIP LAST IN THE FILE
 # Make sure logs team is the full owner for all logs related files
-**/assets/logs/                          @DataDog/logs-backend @DataDog/siem-logs-reviewers
+**/assets/logs/                          @DataDog/logs-backend @DataDog/logs-core @DataDog/siem-logs-reviewers
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 44f4069fcc6c0..f1e14347af913 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -4,12 +4,8 @@
 ### Motivation
 <!-- What inspired you to submit this pull request? -->
 
-### Additional Notes
-<!-- Anything else we should know when reviewing? -->
-
 ### Review checklist (to be filled by reviewers)
 
 - [ ] Feature or bugfix MUST have appropriate tests (unit, integration, e2e)
-- [ ] [Changelog entries](https://datadoghq.dev/integrations-core/guidelines/pr/#changelog-entries) must be created for modifications to shipped code
 - [ ] Add the `qa/skip-qa` label if the PR doesn't need to be tested during QA.
 - [ ] If you need to backport this PR to another branch, you can add the `backport/<branch-name>` label to the PR and it will automatically open a backport PR once this one is merged
diff --git a/.github/workflows/build-ddev.yml b/.github/workflows/build-ddev.yml
index 420238b467ecb..7c60d83ca619b 100644
--- a/.github/workflows/build-ddev.yml
+++ b/.github/workflows/build-ddev.yml
@@ -80,9 +80,9 @@ jobs:
           os: windows-2022
         # macOS
         - target: aarch64-apple-darwin
-          os: macos-12
+          os: macos-13
         - target: x86_64-apple-darwin
-          os: macos-12
+          os: macos-13
 
     outputs:
       version: ${{ steps.version.outputs.version }}
@@ -361,7 +361,7 @@ jobs:
     name: Build macOS installer and sign/notarize artifacts
     if: github.event_name == 'push' || github.event.pull_request.head.repo.full_name == github.repository
     needs: binaries
-    runs-on: macos-12
+    runs-on: macos-13
 
     env:
       VERSION: ${{ needs.binaries.outputs.version }}
@@ -575,6 +575,9 @@ jobs:
     - macos-packaging
     runs-on: ubuntu-latest
 
+    permissions:
+      contents: write
+      
     steps:
     - name: Download Python artifacts
       uses: actions/download-artifact@v4
diff --git a/.github/workflows/build-deps.yml b/.github/workflows/build-deps.yml
index 0052055a900e8..caa202a4090ad 100644
--- a/.github/workflows/build-deps.yml
+++ b/.github/workflows/build-deps.yml
@@ -196,13 +196,16 @@ jobs:
 
   build-macos:
     name: Target macOS
-    runs-on: macos-12
+    runs-on: macos-13
 
     env:
       TARGET_NAME: macos-x86_64
       OUT_DIR: output/macos-x86_64
       DD_PYTHON3: "/Library/Frameworks/Python.framework/Versions/3.12/bin/python"
 
+    permissions:
+      packages: write
+
     steps:
     - name: Set up environment
       run: |-
diff --git a/.github/workflows/config/labeler.yml b/.github/workflows/config/labeler.yml
index cbe79bac563c2..91d5bc4ef2ffb 100644
--- a/.github/workflows/config/labeler.yml
+++ b/.github/workflows/config/labeler.yml
@@ -39,6 +39,8 @@ integration/activemq:
 - activemq/**/*
 integration/activemq_xml:
 - activemq_xml/**/*
+integration/adyen:
+- adyen/**/*
 integration/aerospike:
 - aerospike/**/*
 integration/agent_metrics:
@@ -55,6 +57,8 @@ integration/amazon_msk:
 - amazon_msk/**/*
 integration/ambari:
 - ambari/**/*
+integration/anthropic:
+- anthropic/**/*
 integration/anyscale:
 - anyscale/**/*
 integration/apache:
@@ -69,8 +73,12 @@ integration/argo_workflows:
 - argo_workflows/**/*
 integration/argocd:
 - argocd/**/*
+integration/asana:
+- asana/**/*
 integration/aspdotnet:
 - aspdotnet/**/*
+integration/authorize_net:
+- authorize_net/**/*
 integration/avi_vantage:
 - avi_vantage/**/*
 integration/aws_neuron:
@@ -81,6 +89,8 @@ integration/azure_iot_edge:
 - azure_iot_edge/**/*
 integration/boundary:
 - boundary/**/*
+integration/brevo:
+- brevo/**/*
 integration/btrfs:
 - btrfs/**/*
 integration/cacti:
@@ -169,6 +179,8 @@ integration/dotnetclr:
 - dotnetclr/**/*
 integration/druid:
 - druid/**/*
+integration/duckdb:
+- duckdb/**/*
 integration/ecs_fargate:
 - ecs_fargate/**/*
 integration/eks_anywhere:
@@ -201,6 +213,8 @@ integration/freshservice:
 - freshservice/**/*
 integration/gearmand:
 - gearmand/**/*
+integration/genesys:
+- genesys/**/*
 integration/gitlab:
 - gitlab/**/*
 integration/gitlab_runner:
@@ -237,6 +251,8 @@ integration/hivemq:
 - hivemq/**/*
 integration/http_check:
 - http_check/**/*
+integration/hubspot_content_hub:
+- hubspot_content_hub/**/*
 integration/hudi:
 - hudi/**/*
 integration/hyperv:
@@ -259,6 +275,10 @@ integration/iis:
 - iis/**/*
 integration/impala:
 - impala/**/*
+integration/intercom:
+- intercom/**/*
+integration/incident_io:
+- incident_io/**/*
 integration/istio:
 - istio/**/*
 integration/jboss_wildfly:
@@ -273,6 +293,8 @@ integration/kafka_consumer:
 - kafka_consumer/**/*
 integration/karpenter:
 - karpenter/**/*
+integration/keda:
+- keda/**/*
 integration/kong:
 - kong/**/*
 integration/kube_apiserver_metrics:
@@ -293,6 +315,8 @@ integration/kubelet:
 - kubelet/**/*
 integration/kubernetes:
 - kubernetes/**/*
+integration/kubernetes_admission:
+- kubernetes_admission/**/*
 integration/kubernetes_cluster_autoscaler:
 - kubernetes_cluster_autoscaler/**/*
 integration/kubernetes_state:
@@ -337,10 +361,14 @@ integration/mesos_slave:
 - mesos_slave/**/*
 integration/metabase:
 - metabase/**/*
+integration/milvus:
+- milvus/**/*
 integration/mimecast:
 - mimecast/**/*
 integration/mongo:
 - mongo/**/*
+integration/mux:
+- mux/**/*
 integration/mysql:
 - mysql/**/*
 integration/nagios:
@@ -359,6 +387,8 @@ integration/ntp:
 - ntp/**/*
 integration/nvidia_jetson:
 - nvidia_jetson/**/*
+integration/nvidia_nim:
+- nvidia_nim/**/*
 integration/nvidia_triton:
 - nvidia_triton/**/*
 integration/octopus_deploy:
@@ -403,6 +433,8 @@ integration/ping_one:
 - ping_one/**/*
 integration/pivotal_pks:
 - pivotal_pks/**/*
+integration/plaid:
+- plaid/**/*
 integration/podman:
 - podman/**/*
 integration/postfix:
@@ -421,6 +453,8 @@ integration/proxysql:
 - proxysql/**/*
 integration/pulsar:
 - pulsar/**/*
+integration/quarkus:
+- quarkus/**/*
 integration/rabbitmq:
 - rabbitmq/**/*
 integration/ray:
@@ -439,12 +473,16 @@ integration/sap_hana:
 - sap_hana/**/*
 integration/scylla:
 - scylla/**/*
+integration/shopify:
+- shopify/**/*
 integration/sidekiq:
 - sidekiq/**/*
 integration/silk:
 - silk/**/*
 integration/singlestore:
 - singlestore/**/*
+integration/slurm:
+- slurm/**/*
 integration/snmp:
 - snmp/**/*
 integration/snmp_american_power_conversion:
@@ -477,6 +515,8 @@ integration/solr:
 - solr/**/*
 integration/sonarqube:
 - sonarqube/**/*
+integration/sonicwall_firewall:
+- sonicwall_firewall/**/*
 integration/sophos_central_cloud:
 - sophos_central_cloud/**/*
 integration/spark:
@@ -489,12 +529,18 @@ integration/ssh_check:
 - ssh_check/**/*
 integration/statsd:
 - statsd/**/*
+integration/streamnative:
+- streamnative/**/*
 integration/strimzi:
 - strimzi/**/*
+integration/supabase:
+- supabase/**/*
 integration/supervisord:
 - supervisord/**/*
 integration/suricata:
 - suricata/**/*
+integration/symantec_endpoint_protection:
+- symantec_endpoint_protection/**/*
 integration/system_core:
 - system_core/**/*
 integration/system_swap:
@@ -513,6 +559,8 @@ integration/teleport:
 - teleport/**/*
 integration/temporal:
 - temporal/**/*
+integration/temporal_cloud:
+- temporal_cloud/**/*
 integration/tenable:
 - tenable/**/*
 integration/teradata:
@@ -555,8 +603,12 @@ integration/vllm:
 - vllm/**/*
 integration/voltdb:
 - voltdb/**/*
+integration/vonage:
+- vonage/**/*
 integration/vsphere:
 - vsphere/**/*
+integration/wazuh:
+- wazuh/**/*
 integration/weaviate:
 - weaviate/**/*
 integration/weblogic:
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 4113adce459bf..3767cdb3d79f7 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -71,6 +71,9 @@ jobs:
     needs:
     - build
 
+    permissions:
+      contents: write
+      
     steps:
     - uses: actions/download-artifact@v4
       with:
diff --git a/.github/workflows/master.yml b/.github/workflows/master.yml
index 5b9a125495f2d..44e43b8592239 100644
--- a/.github/workflows/master.yml
+++ b/.github/workflows/master.yml
@@ -29,12 +29,19 @@ jobs:
     secrets: inherit
 
   publish-test-results:
+    
     needs:
     - test
+
     if: success() || failure()
     concurrency:
       group: test-results
 
+    permissions:
+      checks: write
+      pull-requests: write
+      contents: write
+
     uses: ./.github/workflows/test-results-master.yml
     secrets: inherit
 
diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml
index a07e6c96fa7a1..c4f54320c246d 100644
--- a/.github/workflows/pr-check.yml
+++ b/.github/workflows/pr-check.yml
@@ -12,6 +12,10 @@ jobs:
   run:
     uses: ./.github/workflows/pr-quick-check.yml
     if: ${{ github.base_ref == 'master' }}
+    permissions: # These permissions need to match the ones in the included workflow, see pr-quick-check.yml for details
+      pull-requests: write
+      contents: read
     with:
       repo: core
     secrets: inherit
+      
diff --git a/.github/workflows/pr-quick-check.yml b/.github/workflows/pr-quick-check.yml
index 40bf4f8e07cf4..9a1c5c2e2d792 100644
--- a/.github/workflows/pr-quick-check.yml
+++ b/.github/workflows/pr-quick-check.yml
@@ -20,6 +20,10 @@ jobs:
     name: Check PR
     runs-on: ubuntu-22.04
 
+    permissions:
+      pull-requests: write # For the "Comment" step, read for the "Fetch script" and "Check changelog" steps
+      contents: read # For the "Fetch diff" and "Check changelog" steps
+
     steps:
     # Uncomment for testing purposes
     # - uses: actions/checkout@v4
diff --git a/.github/workflows/pr-test.yml b/.github/workflows/pr-test.yml
index 89327f79e438b..666cb2a549bb7 100644
--- a/.github/workflows/pr-test.yml
+++ b/.github/workflows/pr-test.yml
@@ -30,7 +30,7 @@ jobs:
   test:
     needs:
     - compute-matrix
-    if: needs.compute-matrix.outputs.matrix != '[]'
+    if: needs.compute-matrix.outputs.matrix != '[]' && github.event_name != 'merge_group'
     strategy:
       fail-fast: false
       matrix:
@@ -46,7 +46,9 @@ jobs:
 
       # Options
       standard: true
-      test-py2: ${{ !matrix.python-support || contains(matrix.python-support, '2') }}
+      # We never test Python in integrations-core, but some partners may want to keep testing it
+      # in marketplace and integrations-extras.
+      test-py2: ${{ inputs.repo != 'core' && (!matrix.python-support || contains(matrix.python-support, '2')) }}
       test-py3: ${{ !matrix.python-support || contains(matrix.python-support, '3') }}
 
       # For other repositories
@@ -73,7 +75,11 @@ jobs:
   check:
     needs:
     - test
-    if: always()
+    # In integrations-core and integrations-extras repos the tests are flaky enough that
+    # it would be a pain to merge PRs with the Merge Queue enabled.
+    # While we work on the tests, we skip the job if it's triggered by Merge Queue.
+    # Github treats skipped jobs as successful, thus we unblock the Merge Queue.
+    if: always() && github.event_name != 'merge_group'
     runs-on: ubuntu-latest
 
     steps:
diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 1cb884e04b2ca..7d11bfae7ff43 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -5,6 +5,12 @@ on:
     paths-ignore:
     - datadog_checks_base/datadog_checks/**
     - datadog_checks_dev/datadog_checks/dev/*.py
+  merge_group:
+    # We require this workflow to pass in order to merge a PR to master.
+    # This means Github's Merge Queue also requires it to pass.
+    # We must add the Merge Queue trigger in this configuration, otherwise Merge Queue
+    # times out waiting for this check that never triggers.
+    types: [checks_requested]
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.head_ref }}
diff --git a/.github/workflows/publish-test-results-pr.yml b/.github/workflows/publish-test-results-pr.yml
index 704ccf52941f7..fc1bf27887b55 100644
--- a/.github/workflows/publish-test-results-pr.yml
+++ b/.github/workflows/publish-test-results-pr.yml
@@ -12,7 +12,9 @@ jobs:
   publish:
     uses: ./.github/workflows/test-results-pr.yml
     if: github.event.workflow_run.conclusion != 'skipped'
-    permissions:
+    permissions: # These permissions need to match the ones in the included workflow, see test-results-pr.yml for details
       checks: write
       pull-requests: write
+      contents: read
+      actions: read
     secrets: inherit
diff --git a/.github/workflows/release-hash-check.yml b/.github/workflows/release-hash-check.yml
index 9bc603a3ed1d4..3d86d3477d4ff 100644
--- a/.github/workflows/release-hash-check.yml
+++ b/.github/workflows/release-hash-check.yml
@@ -11,6 +11,9 @@ jobs:
   build:
     runs-on: ubuntu-latest
 
+    permissions:
+      contents: write
+
     steps:
     - uses: actions/checkout@v4
       with:
diff --git a/.github/workflows/run-validations.yml b/.github/workflows/run-validations.yml
index 0d825da22215c..234c20233de56 100644
--- a/.github/workflows/run-validations.yml
+++ b/.github/workflows/run-validations.yml
@@ -155,10 +155,6 @@ jobs:
       if: inputs.ci
       run: ddev validate ci
 
-    - name: Validate the CODEOWNERS file
-      if: inputs.codeowners
-      run: ddev validate codeowners
-
     - name: Validate default configuration files
       if: inputs.config
       run: ddev validate config $TARGET
@@ -246,6 +242,10 @@ jobs:
         DD_GITHUB_USER: "${{ github.actor }}"
         DD_GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
       run: ddev validate licenses
+      
+    - name: Validate the CODEOWNERS file
+      if: inputs.codeowners
+      run: ddev validate codeowners
 
     - name: Comment PR on failure
       if: ${{ failure() && github.event.pull_request.merged != true }}
diff --git a/.github/workflows/submit-traces.yml b/.github/workflows/submit-traces.yml
index c972794b20284..865471add95d9 100644
--- a/.github/workflows/submit-traces.yml
+++ b/.github/workflows/submit-traces.yml
@@ -21,7 +21,7 @@ jobs:
           DD_API_KEY: "${{ secrets.DD_API_KEY }}"
           DD_HOSTNAME: "none"
           DD_INSIDE_CI: "true"
-          DD_LOG_LEVEL: "trace"
+          DD_LOG_LEVEL: "warn"
 
     steps:
     - uses: actions/checkout@v4
diff --git a/.github/workflows/test-all.yml b/.github/workflows/test-all.yml
index ee4880795354f..29b055e33e955 100644
--- a/.github/workflows/test-all.yml
+++ b/.github/workflows/test-all.yml
@@ -1154,6 +1154,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  j9eb6aa6:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: DuckDB
+      target: duckdb
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   j562bfe5:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -1974,6 +1994,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  j2cb7ef0:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: Keda
+      target: keda
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   jaee58c5:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -2494,6 +2534,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  j062aeb0:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: Milvus
+      target: milvus
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   j91231ff:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -2654,6 +2714,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  jb705691:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: nvidia_nim
+      target: nvidia_nim
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   j74dc677:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -2994,6 +3074,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  jcc156e5:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: Quarkus
+      target: quarkus
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   j694032b:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -3194,6 +3294,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  j1e78283:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: Slurm
+      target: slurm
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   j06ca546:
     uses: ./.github/workflows/test-target.yml
     with:
@@ -3414,6 +3534,26 @@ jobs:
       minimum-base-package: ${{ inputs.minimum-base-package }}
       pytest-args: ${{ inputs.pytest-args }}
     secrets: inherit
+  jfe7ceb7:
+    uses: ./.github/workflows/test-target.yml
+    with:
+      job-name: Supabase
+      target: supabase
+      platform: linux
+      runner: '["ubuntu-22.04"]'
+      repo: "${{ inputs.repo }}"
+      python-version: "${{ inputs.python-version }}"
+      standard: ${{ inputs.standard }}
+      latest: ${{ inputs.latest }}
+      agent-image: "${{ inputs.agent-image }}"
+      agent-image-py2: "${{ inputs.agent-image-py2 }}"
+      agent-image-windows: "${{ inputs.agent-image-windows }}"
+      agent-image-windows-py2: "${{ inputs.agent-image-windows-py2 }}"
+      test-py2: ${{ inputs.test-py2 }}
+      test-py3: ${{ inputs.test-py3 }}
+      minimum-base-package: ${{ inputs.minimum-base-package }}
+      pytest-args: ${{ inputs.pytest-args }}
+    secrets: inherit
   jf04a052:
     uses: ./.github/workflows/test-target.yml
     with:
diff --git a/.github/workflows/test-fips.yml b/.github/workflows/test-fips.yml
new file mode 100644
index 0000000000000..663bf7b45b273
--- /dev/null
+++ b/.github/workflows/test-fips.yml
@@ -0,0 +1,151 @@
+name: Test FIPS E2E
+
+on:
+  workflow_dispatch:
+    inputs:
+      agent-image:
+        description: "Agent image to use"
+        required: false
+        type: string
+      target:
+        description: "Target to test"
+        required: false
+        type: string
+  pull_request:
+    path:
+    - datadog_checks_base/datadog_checks/**
+  schedule:
+    - cron: '0 0,8,16 * * *'
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  run:
+    name: "Test FIPS"
+    runs-on: ["ubuntu-22.04"]
+
+    env:
+      FORCE_COLOR: "1"
+      PYTHON_VERSION: "3.12"
+      DDEV_E2E_AGENT: "${{ inputs.agent-image || 'datadog/agent-dev:master-fips' }}"
+      # Test results for later processing
+      TEST_RESULTS_BASE_DIR: "test-results"
+      # Tracing to monitor our test suite
+      DD_ENV: "ci"
+      DD_SERVICE: "ddev-integrations-core"
+      DD_TAGS: "team:agent-integrations"
+      DD_TRACE_ANALYTICS_ENABLED: "true"
+      # Capture traces for a separate job to do the submission
+      TRACE_CAPTURE_BASE_DIR: "trace-captures"
+      TRACE_CAPTURE_LOG: "trace-captures/output.log"
+
+    steps:
+
+    - name: Set environment variables with sanitized paths
+      run: |
+        JOB_NAME="test-fips"
+
+        echo "TEST_RESULTS_DIR=$TEST_RESULTS_BASE_DIR/$JOB_NAME" >> $GITHUB_ENV
+        echo "TRACE_CAPTURE_FILE=$TRACE_CAPTURE_BASE_DIR/$JOB_NAME" >> $GITHUB_ENV
+
+    - uses: actions/checkout@v4
+
+    - name: Set up Python ${{ env.PYTHON_VERSION }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: "${{ env.PYTHON_VERSION }}"
+        cache: 'pip'
+
+    - name: Restore cache
+      uses: actions/cache/restore@v4
+      with:
+        path: '~/.cache/pip'
+        key: >-
+          ${{ format(
+            'v01-python-{0}-{1}-{2}-{3}',
+            env.pythonLocation,
+            hashFiles('datadog_checks_base/pyproject.toml'),
+            hashFiles('datadog_checks_dev/pyproject.toml'),
+            hashFiles('ddev/pyproject.toml')
+          )}}
+        restore-keys: |-
+          v01-python-${{ env.pythonLocation }}
+
+    - name: Install ddev from local folder
+      run: |-
+        pip install -e ./datadog_checks_dev[cli]
+        pip install -e ./ddev
+
+    - name: Configure ddev
+      run: |-
+        ddev config set repos.core .
+        ddev config set repo core
+
+    - name: Prepare for testing
+      env:
+        PYTHONUNBUFFERED: "1"
+        DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
+        DOCKER_ACCESS_TOKEN: ${{ secrets.DOCKER_ACCESS_TOKEN }}
+        ORACLE_DOCKER_USERNAME: ${{ secrets.ORACLE_DOCKER_USERNAME }}
+        ORACLE_DOCKER_PASSWORD: ${{ secrets.ORACLE_DOCKER_PASSWORD }}
+        SINGLESTORE_LICENSE: ${{ secrets.SINGLESTORE_LICENSE }}
+        DD_GITHUB_USER: ${{ github.actor }}
+        DD_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      run: ddev ci setup ${{ inputs.target || 'tls' }}
+
+    - name: Set up trace capturing
+      env:
+        PYTHONUNBUFFERED: "1"
+      run: |-
+        mkdir "${{ env.TRACE_CAPTURE_BASE_DIR }}"
+        python .ddev/ci/scripts/traces.py capture --port "8126" --record-file "${{ env.TRACE_CAPTURE_FILE }}" > "${{ env.TRACE_CAPTURE_LOG }}" 2>&1 &
+
+    - name: Run E2E tests with FIPS disabled
+      env:
+        DD_API_KEY: "${{ secrets.DD_API_KEY }}"
+      run: |
+        ddev env test -e GOFIPS=0 --new-env --junit ${{ inputs.target || 'tls' }} -- all -m "fips_off"
+
+    - name: Run E2E tests with FIPS enabled
+      env:
+        DD_API_KEY: "${{ secrets.DD_API_KEY }}"
+      run: |
+        ddev env test -e GOFIPS=1 --new-env --junit ${{ inputs.target || 'tls' }} -- all -k "fips_on"
+
+    - name: View trace log
+      if: always()
+      run: cat "${{ env.TRACE_CAPTURE_LOG }}"
+
+    - name: Upload captured traces
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: "traces-${{ inputs.target || 'tls' }}"
+        path: "${{ env.TRACE_CAPTURE_FILE }}"
+
+    - name: Finalize test results
+      if: always()
+      run: |-
+        mkdir -p "${{ env.TEST_RESULTS_DIR }}"
+        if [[ -d ${{ inputs.target || 'tls' }}/.junit ]]; then
+          mv ${{ inputs.target || 'tls' }}/.junit/*.xml "${{ env.TEST_RESULTS_DIR }}"
+        fi
+
+    - name: Upload test results
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: "test-results-${{ inputs.target || 'tls' }}"
+        path: "${{ env.TEST_RESULTS_BASE_DIR }}"
+
+    - name: Upload coverage data
+      if: >
+        !github.event.repository.private &&
+        always()
+      uses: codecov/codecov-action@v4
+      with:
+        token: ${{ secrets.CODECOV_TOKEN }}
+        files: "${{ inputs.target || 'tls' }}/coverage.xml"
+        flags: "${{ inputs.target || 'tls' }}"
diff --git a/.github/workflows/test-results-master.yml b/.github/workflows/test-results-master.yml
index 2dbb103435804..4d154a9a56fb8 100644
--- a/.github/workflows/test-results-master.yml
+++ b/.github/workflows/test-results-master.yml
@@ -16,6 +16,11 @@ jobs:
       BADGES_BRANCH: badges
       BADGE_PATH: test-results.svg
 
+    permissions:
+      checks: write
+      pull-requests: write
+      contents: write
+
     steps:
     - uses: actions/checkout@v4
       with:
diff --git a/.github/workflows/test-results-pr.yml b/.github/workflows/test-results-pr.yml
index 1eb888986abe0..5212bccb8d77a 100644
--- a/.github/workflows/test-results-pr.yml
+++ b/.github/workflows/test-results-pr.yml
@@ -12,6 +12,12 @@ jobs:
     name: Publish test results
     runs-on: ubuntu-22.04
 
+    permissions: 
+      checks: write # For EnricoMi/publish-unit-test-result-action@v2
+      pull-requests: write  # For EnricoMi/publish-unit-test-result-action@v2
+      contents: read  # For EnricoMi/publish-unit-test-result-action@v2
+      actions: read  # For "Download and extract artifacts"
+      
     steps:
     - name: Download and extract artifacts
       id: download
diff --git a/.github/workflows/test-target.yml b/.github/workflows/test-target.yml
index b527a7ee878df..b56355a44ea66 100644
--- a/.github/workflows/test-target.yml
+++ b/.github/workflows/test-target.yml
@@ -41,6 +41,9 @@ on:
         required: false
         default: false
         type: boolean
+      # integrations-core repo no longer tests Python 2, only Python 3.
+      # We keep the options in the workflow for community and marketplace partners.
+      # They may still continue to test Python 2 and Agent 6.
       test-py2:
         required: false
         default: false
@@ -101,19 +104,26 @@ jobs:
       DDEV_E2E_AGENT: "${{ inputs.platform == 'windows' && (inputs.agent-image-windows || 'datadog/agent-dev:master-py3-win-servercore') || inputs.agent-image }}"
       DDEV_E2E_AGENT_PY2: "${{ inputs.platform == 'windows' && (inputs.agent-image-windows-py2 || 'datadog/agent-dev:master-py2-win-servercore') || inputs.agent-image-py2 }}"
       # Test results for later processing
-      TEST_RESULTS_BASE_DIR: ".test-results"
-      TEST_RESULTS_DIR: ".test-results/${{ inputs.job-name }}"
+      TEST_RESULTS_BASE_DIR: "test-results"
       # Tracing to monitor our test suite
       DD_ENV: "ci"
       DD_SERVICE: "ddev-integrations-${{ inputs.repo }}"
       DD_TAGS: "team:agent-integrations,platform:${{ inputs.platform }},integration:${{ inputs.target }}"
       DD_TRACE_ANALYTICS_ENABLED: "true"
       # Capture traces for a separate job to do the submission
-      TRACE_CAPTURE_BASE_DIR: ".trace-captures"
-      TRACE_CAPTURE_FILE: ".trace-captures/${{ inputs.job-name }}"
-      TRACE_CAPTURE_LOG: ".trace-captures/output.log"
+      TRACE_CAPTURE_BASE_DIR: "trace-captures"
+      TRACE_CAPTURE_LOG: "trace-captures/output.log"
 
     steps:
+
+    - name: Set environment variables with sanitized paths
+      run: |
+        # We want to replace leading dots as they will make directories hidden, which will cause them to be ignored by upload-artifact and EnricoMi/publish-unit-test-result-action
+        JOB_NAME=$(echo "${{ inputs.job-name }}" | sed 's/^\./Dot/')
+
+        echo "TEST_RESULTS_DIR=$TEST_RESULTS_BASE_DIR/$JOB_NAME" >> $GITHUB_ENV
+        echo "TRACE_CAPTURE_FILE=$TRACE_CAPTURE_BASE_DIR/$JOB_NAME" >> $GITHUB_ENV
+
     - name: Set up Windows
       if: runner.os == 'Windows'
       run: |-
@@ -175,8 +185,7 @@ jobs:
         ddev config set repo ${{ inputs.repo }}
 
     - name: Lint
-      # TODO: use the more descriptive `--lint` variant when ddev is released
-      run: ddev test -s ${{ inputs.target }}
+      run: ddev test --lint ${{ inputs.target }}
 
     - name: Prepare for testing
       env: >-
@@ -216,7 +225,7 @@ jobs:
       run: |
         if [ '${{ inputs.pytest-args }}' = '-m flaky' ]; then
           set +e # Disable immediate exit
-          ddev test --cov --junit ${{ inputs.target }} -- ${{ inputs.pytest-args }}
+          ddev test --cov --junit ${{ inputs.target }} -- ${{ inputs.pytest-args }} -- '-k "not fips"'
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -226,7 +235,7 @@ jobs:
             exit $exit_code
           fi
         else
-          ddev test --cov --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- {0}', inputs.pytest-args) || '' }}
+          ddev test --cov --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- {0} -k "not fips"', inputs.pytest-args) || '-- -k "not fips"' }}
         fi
 
     - name: Run Unit & Integration tests with minimum version of base package
@@ -234,7 +243,7 @@ jobs:
       run: |
         if [ '${{ inputs.pytest-args }}' = '-m flaky' ]; then
           set +e # Disable immediate exit
-          ddev test --compat --recreate --junit ${{ inputs.target }} -- ${{ inputs.pytest-args }}
+          ddev test --compat --recreate --junit ${{ inputs.target }} -- ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -244,7 +253,7 @@ jobs:
             exit $exit_code
           fi
         else
-          ddev test --compat --recreate --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- {0}', inputs.pytest-args) || '' }}
+          ddev test --compat --recreate --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- {0} -k "not fips"', inputs.pytest-args) || '-- -k "not fips"' }}
         fi
 
     - name: Run E2E tests with latest base package
@@ -261,7 +270,7 @@ jobs:
         #   by default
         if [ '${{ inputs.pytest-args }}' = '-m flaky' ]; then
           set +e # Disable immediate exit
-          ddev env test --base --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }}
+          ddev env test --base --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -272,7 +281,7 @@ jobs:
           fi
         elif [ '${{ inputs.pytest-args }}' = '-m "not flaky"' ]; then
           set +e # Disable immediate exit
-          ddev env test --base --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }}
+          ddev env test --base --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -282,7 +291,7 @@ jobs:
             exit $exit_code
           fi
         else
-          ddev env test --base --new-env --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- all {0}', inputs.pytest-args) || '' }}
+          ddev env test --base --new-env --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- all {0} -k "not fips"', inputs.pytest-args) || '-- all -k "not fips"' }}
         fi
 
     - name: Run E2E tests
@@ -299,7 +308,7 @@ jobs:
         #   by default
         if [ '${{ inputs.pytest-args }}' = '-m flaky' ]; then
           set +e # Disable immediate exit
-          ddev env test --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }}
+          ddev env test --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -310,7 +319,7 @@ jobs:
           fi
         elif [ '${{ inputs.pytest-args }}' = '-m "not flaky"' ]; then
           set +e # Disable immediate exit
-          ddev env test --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }}
+          ddev env test --new-env --junit ${{ inputs.target }} -- all ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -320,7 +329,7 @@ jobs:
             exit $exit_code
           fi
         else
-          ddev env test --new-env --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- all {0}', inputs.pytest-args) || '' }}
+          ddev env test --new-env --junit ${{ inputs.target }} ${{ inputs.pytest-args != '' && format('-- all {0} -k "not fips"', inputs.pytest-args) || '-- all -k "not fips"' }}
         fi
 
     - name: Run benchmarks
@@ -346,7 +355,7 @@ jobs:
         #   by default
         if [ '${{ inputs.pytest-args }}' = '-m flaky' ]; then
           set +e # Disable immediate exit
-          ddev env test --base --new-env --junit ${{ inputs.target }}:latest -- all ${{ inputs.pytest-args }}
+          ddev env test --base --new-env --junit ${{ inputs.target }}:latest -- all ${{ inputs.pytest-args }} -k "not fips"
           exit_code=$?
           if [ $exit_code -eq 5 ]; then
             # Flaky test count can be zero, this is done to avoid pipeline failure
@@ -367,7 +376,7 @@ jobs:
             exit $exit_code
           fi
         else
-          ddev env test --base --new-env --junit ${{ inputs.target }}:latest ${{ inputs.pytest-args != '' && format('-- all {0}', inputs.pytest-args) || '' }}
+          ddev env test --base --new-env --junit ${{ inputs.target }}:latest ${{ inputs.pytest-args != '' && format('-- all {0} -k "not fips"', inputs.pytest-args) || '-- all -k "not fips"' }}
         fi
 
     - name: View trace log
diff --git a/.github/workflows/update-dependencies.yml b/.github/workflows/update-dependencies.yml
index 78a78aa87a69e..fc96df3402bae 100644
--- a/.github/workflows/update-dependencies.yml
+++ b/.github/workflows/update-dependencies.yml
@@ -48,8 +48,7 @@ jobs:
     # If we guess the PR number wrong, the validation will catch it and suggest a simple fix.
     - name: Update changelogs
       env:
-        GH_TOKEN:
-          ${{ github.token }}
+        DD_GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
       run: |-
         ddev release changelog new added -m "Update dependencies"
     - name: Create Pull Request
@@ -62,16 +61,10 @@ jobs:
           ### What does this PR do?
           Update the dependencies
 
-          ### Motivation
-
-          Some of the dependencies are outdated
-
-          ### Additional Notes
-          <!-- Anything else we should know when reviewing? -->
-
           This PR was automatically generated by the following workflow:
           ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
 
+          **THE CHANGELOG FILES OFTEN HAVE THE WRONG PR NUMBER. MAKE SURE TO CHECK THEM!**
 
           ### Review checklist (to be filled by reviewers)
 
diff --git a/.gitignore b/.gitignore
index e32d5645cd9a5..655c01a1cef54 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,7 +28,6 @@ var/
 *.egg-info/
 .installed.cfg
 *.egg
-*.zip
 # PyInstaller
 #  Usually these files are written by a python script from a template
 #  before PyInstaller builds the exe, so as to inject date/other infos into it.
diff --git a/.in-toto/tag.47c5a022.link b/.in-toto/tag.47c5a022.link
index 5701c145416b6..f554c0b4f62f3 100644
--- a/.in-toto/tag.47c5a022.link
+++ b/.in-toto/tag.47c5a022.link
@@ -1 +1 @@
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\ No newline at end of file
+{"signatures":[{"keyid":"47c5a02273f1cf8104ee8d1a7a67dc43b24c1542","other_headers":"04000108001d16210447c5a02273f1cf8104ee8d1a7a67dc43b24c15420502673e0023","signature":"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"}],"signed":{"_type":"link","byproducts":{},"command":[],"environment":{},"materials":{},"name":"tag","products":{"vsphere/datadog_checks/__init__.py":{"sha256":"9a3c64b8b00c94da4b4f34618d803d3255808caf21b8afa9195c84b61da66b6a"},"vsphere/datadog_checks/vsphere/__about__.py":{"sha256":"5610e61acca4a790ce069740aa00f5e04638fb08cd628b93efbc4fcaa1e2bb53"},"vsphere/datadog_checks/vsphere/__init__.py":{"sha256":"4804b8be022831763a2a77005a48a21d06797841fed86adc908eca264ec21f4f"},"vsphere/datadog_checks/vsphere/api.py":{"sha256":"1c6ba3dbca72873b02f7739acd0bef3dcd953d5f15606282a0008b4302bd3377"},"vsphere/datadog_checks/vsphere/api_rest.py":{"sha256":"e4cc847000a78f5544e64aa40ad78bee18d2ed6384c635011499c3b788ae7580"},"vsphere/datadog_checks/vsphere/cache.py":{"sha256":"acef57c848c795a1ec23a917f8635fc1419aaa2151da867ebc00a71c59e0263e"},"vsphere/datadog_checks/vsphere/config.py":{"sha256":"cc6b673363914bc882a87d91c8351dbf34c6732087db27578ff916bdb556543c"},"vsphere/datadog_checks/vsphere/config_models/__init__.py":{"sha256":"c9cf5c66894430e7edbb00d00613b58ccfd38360f2fe490a23c17cf71ed294dc"},"vsphere/datadog_checks/vsphere/config_models/defaults.py":{"sha256":"5035c0d4256a011960a3358da6c2489a238a3d00901587f010f848ec980462b8"},"vsphere/datadog_checks/vsphere/config_models/instance.py":{"sha256":"4495d5592fd7135ced9743b4449939cfd1dbfa7b77dcf71e07a2b48d433445bf"},"vsphere/datadog_checks/vsphere/config_models/shared.py":{"sha256":"c75d0763dcc07c8496bf65aae4c775ba4c5d7c389bbaeb8b7c0ed94907530edd"},"vsphere/datadog_checks/vsphere/config_models/validators.py":{"sha256":"82e19f443280078dbfc1316e3cd99d213a2d8f75bbfc4b6f18767fb0ff75ce40"},"vsphere/datadog_checks/vsphere/constants.py":{"sha256":"5daf860fa5f1954f7cfe5ff87785042d2a044a2618380b873f991d3a5ec5a7db"},"vsphere/datadog_checks/vsphere/data/conf.yaml.example":{"sha256":"bf886017b2bcf45a857caba906416ba53c2243197b1475050483de555b9530ec"},"vsphere/datadog_checks/vsphere/event.py":{"sha256":"0e2453b09eeeed7952edf32fabec7b6effac01cb0774b062423cc4e5fe5a8b63"},"vsphere/datadog_checks/vsphere/legacy/__init__.py":{"sha256":"92fc4bfe3192bbd9b98e323e14ab590a57642db8c05ad720f0afacbfbe4353a0"},"vsphere/datadog_checks/vsphere/legacy/cache_config.py":{"sha256":"f466913e3b3c0618c7b58eef2629e3335d4e78daf80caf66f5435f0abf1c3794"},"vsphere/datadog_checks/vsphere/legacy/common.py":{"sha256":"b1dd3cc418aa6221d1527f2808986d4cb34ee3bec2674f2de4ebf650ce63ce58"},"vsphere/datadog_checks/vsphere/legacy/errors.py":{"sha256":"e605974dcb27d8a7c62e8d37be7cf9a7904923d0a25692214184581788f555b8"},"vsphere/datadog_checks/vsphere/legacy/metadata_cache.py":{"sha256":"14be37cc512b81d08b10b98880fe35a6ed1301ec0d22d6e8e338dac61b4416d3"},"vsphere/datadog_checks/vsphere/legacy/mor_cache.py":{"sha256":"569c4a697b0ec5e28a0314f9b7b0d98f744b388519173c2aaefb0d8a8c317e5d"},"vsphere/datadog_checks/vsphere/legacy/objects_queue.py":{"sha256":"b1e0759db951f9e3cc1c10f23f3045d0ec0cf6482823e385493f257ad7406336"},"vsphere/datadog_checks/vsphere/legacy/vsphere_legacy.py":{"sha256":"b1b1a995a825be85263af4a2168359eb80b40c9e5e52c1ecd4300105773601b3"},"vsphere/datadog_checks/vsphere/metrics.py":{"sha256":"0aa3d26090d47b8f0e7a3a61b0961cf4874fe57233c90e1db72d63670f9fc333"},"vsphere/datadog_checks/vsphere/resource_filters.py":{"sha256":"f34d26fe702c2d39ae687180e841581aae9f3f8baef2bdabb03e7788f0097a08"},"vsphere/datadog_checks/vsphere/types.py":{"sha256":"0c3fd977f88710c4187d5cafe5778f339dc1f50451a3fcecadeb0631de2a83ee"},"vsphere/datadog_checks/vsphere/utils.py":{"sha256":"9551db2180f2317f46a2c3036e0a7d02f75e765b8745b5af15fde26477388d53"},"vsphere/datadog_checks/vsphere/vsphere.py":{"sha256":"36c963706984559af00962c91810c0805aac1705843d91293338ca78a05be93b"},"vsphere/pyproject.toml":{"sha256":"074ab206bb6f2323869f8222f69b0ac17a755bd5a7ce186918687d40d10c2078"}}}}
\ No newline at end of file
diff --git a/.in-toto/tag.5d245df7.link b/.in-toto/tag.5d245df7.link
new file mode 100644
index 0000000000000..e67e83501673d
--- /dev/null
+++ b/.in-toto/tag.5d245df7.link
@@ -0,0 +1 @@
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diff --git a/.in-toto/tag.b9ca7eb3.link b/.in-toto/tag.b9ca7eb3.link
index b483477f9dfee..f611ea9e0f105 100644
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diff --git a/.in-toto/tag.ec45eb9d.link b/.in-toto/tag.ec45eb9d.link
index c01a034503332..344bc830f1bd5 100644
--- a/.in-toto/tag.ec45eb9d.link
+++ b/.in-toto/tag.ec45eb9d.link
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\ No newline at end of file
diff --git a/AGENT_CHANGELOG.md b/AGENT_CHANGELOG.md
index e157f065b3c99..5fc1284d2090b 100644
--- a/AGENT_CHANGELOG.md
+++ b/AGENT_CHANGELOG.md
@@ -1,3 +1,425 @@
+## Datadog Agent version [7.60.1](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7601)
+
+* There were no integration updates for this version of the Agent.
+
+## Datadog Agent version [7.60.0](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7600)
+
+* Datadog Checks Base [37.2.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_base/CHANGELOG.md)
+* Datadog Checks Downloader [6.1.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_downloader/CHANGELOG.md)
+* Cisco ACI [4.1.0](https://github.com/DataDog/integrations-core/blob/master/cisco_aci/CHANGELOG.md)
+* Cloudera [3.2.0](https://github.com/DataDog/integrations-core/blob/master/cloudera/CHANGELOG.md)
+* Datadog Cluster Agent [5.1.0](https://github.com/DataDog/integrations-core/blob/master/datadog_cluster_agent/CHANGELOG.md)
+* Kafka Consumer [6.1.0](https://github.com/DataDog/integrations-core/blob/master/kafka_consumer/CHANGELOG.md)
+* MongoDB [8.2.1](https://github.com/DataDog/integrations-core/blob/master/mongo/CHANGELOG.md)
+* MySQL [14.2.0](https://github.com/DataDog/integrations-core/blob/master/mysql/CHANGELOG.md)
+* Network [5.1.0](https://github.com/DataDog/integrations-core/blob/master/network/CHANGELOG.md)
+* Postgres [22.2.0](https://github.com/DataDog/integrations-core/blob/master/postgres/CHANGELOG.md)
+* Slurm [1.0.1](https://github.com/DataDog/integrations-core/blob/master/slurm/CHANGELOG.md)
+* Spark [6.1.0](https://github.com/DataDog/integrations-core/blob/master/spark/CHANGELOG.md)
+* SQL Server [20.1.1](https://github.com/DataDog/integrations-core/blob/master/sqlserver/CHANGELOG.md)
+* vSphere [8.0.1](https://github.com/DataDog/integrations-core/blob/master/vsphere/CHANGELOG.md)
+
+## Datadog Agent version [7.59.0](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7590)
+
+* Active Directory [4.0.0](https://github.com/DataDog/integrations-core/blob/master/active_directory/CHANGELOG.md) **BREAKING CHANGE**
+* ActiveMQ XML [5.0.0](https://github.com/DataDog/integrations-core/blob/master/activemq_xml/CHANGELOG.md) **BREAKING CHANGE**
+* ActiveMQ [5.0.0](https://github.com/DataDog/integrations-core/blob/master/activemq/CHANGELOG.md) **BREAKING CHANGE**
+* Aerospike [4.0.0](https://github.com/DataDog/integrations-core/blob/master/aerospike/CHANGELOG.md) **BREAKING CHANGE**
+* Airflow [6.1.0](https://github.com/DataDog/integrations-core/blob/master/airflow/CHANGELOG.md)
+* Amazon Kafka [6.0.0](https://github.com/DataDog/integrations-core/blob/master/amazon_msk/CHANGELOG.md) **BREAKING CHANGE**
+* Ambari [6.0.0](https://github.com/DataDog/integrations-core/blob/master/ambari/CHANGELOG.md) **BREAKING CHANGE**
+* Apache [6.0.0](https://github.com/DataDog/integrations-core/blob/master/apache/CHANGELOG.md) **BREAKING CHANGE**
+* Appgate SDP [1.0.0](https://github.com/DataDog/integrations-core/blob/master/appgate_sdp/CHANGELOG.md)
+* ArangoDB [3.1.0](https://github.com/DataDog/integrations-core/blob/master/arangodb/CHANGELOG.md)
+* Argo Rollouts [2.1.0](https://github.com/DataDog/integrations-core/blob/master/argo_rollouts/CHANGELOG.md)
+* Argo Workflows [2.1.0](https://github.com/DataDog/integrations-core/blob/master/argo_workflows/CHANGELOG.md)
+* ArgoCD [3.1.0](https://github.com/DataDog/integrations-core/blob/master/argocd/CHANGELOG.md)
+* ASP.NET [4.0.0](https://github.com/DataDog/integrations-core/blob/master/aspdotnet/CHANGELOG.md) **BREAKING CHANGE**
+* Avi Vantage [5.1.0](https://github.com/DataDog/integrations-core/blob/master/avi_vantage/CHANGELOG.md)
+* AWS Neuron [2.0.1](https://github.com/DataDog/integrations-core/blob/master/aws_neuron/CHANGELOG.md)
+* Azure IoT Edge [6.0.0](https://github.com/DataDog/integrations-core/blob/master/azure_iot_edge/CHANGELOG.md) **BREAKING CHANGE**
+* Boundary [3.1.0](https://github.com/DataDog/integrations-core/blob/master/boundary/CHANGELOG.md)
+* Btrfs [4.0.0](https://github.com/DataDog/integrations-core/blob/master/btrfs/CHANGELOG.md) **BREAKING CHANGE**
+* Cacti [4.0.0](https://github.com/DataDog/integrations-core/blob/master/cacti/CHANGELOG.md) **BREAKING CHANGE**
+* Calico [4.0.0](https://github.com/DataDog/integrations-core/blob/master/calico/CHANGELOG.md) **BREAKING CHANGE**
+* Cassandra Nodetool [3.0.0](https://github.com/DataDog/integrations-core/blob/master/cassandra_nodetool/CHANGELOG.md) **BREAKING CHANGE**
+* Cassandra [3.0.0](https://github.com/DataDog/integrations-core/blob/master/cassandra/CHANGELOG.md) **BREAKING CHANGE**
+* Ceph [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ceph/CHANGELOG.md) **BREAKING CHANGE**
+* cert-manager [5.1.0](https://github.com/DataDog/integrations-core/blob/master/cert_manager/CHANGELOG.md)
+* Datadog Checks Base [37.1.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_base/CHANGELOG.md)
+* datadog_checks_dependency_provider [3.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_dependency_provider/CHANGELOG.md) **BREAKING CHANGE**
+* Datadog Checks Downloader [6.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_downloader/CHANGELOG.md) **BREAKING CHANGE**
+* Cilium [5.0.0](https://github.com/DataDog/integrations-core/blob/master/cilium/CHANGELOG.md) **BREAKING CHANGE**
+* Cisco ACI [4.0.0](https://github.com/DataDog/integrations-core/blob/master/cisco_aci/CHANGELOG.md) **BREAKING CHANGE**
+* Citrix Hypervisor [5.0.0](https://github.com/DataDog/integrations-core/blob/master/citrix_hypervisor/CHANGELOG.md) **BREAKING CHANGE**
+* ClickHouse [5.0.0](https://github.com/DataDog/integrations-core/blob/master/clickhouse/CHANGELOG.md) **BREAKING CHANGE**
+* Cloud Foundry API [5.0.0](https://github.com/DataDog/integrations-core/blob/master/cloud_foundry_api/CHANGELOG.md) **BREAKING CHANGE**
+* Cloudera [3.1.0](https://github.com/DataDog/integrations-core/blob/master/cloudera/CHANGELOG.md)
+* CockroachDB [5.0.0](https://github.com/DataDog/integrations-core/blob/master/cockroachdb/CHANGELOG.md) **BREAKING CHANGE**
+* Confluent Platform [3.0.0](https://github.com/DataDog/integrations-core/blob/master/confluent_platform/CHANGELOG.md) **BREAKING CHANGE**
+* Consul [4.0.0](https://github.com/DataDog/integrations-core/blob/master/consul/CHANGELOG.md) **BREAKING CHANGE**
+* CoreDNS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/coredns/CHANGELOG.md) **BREAKING CHANGE**
+* CouchDB [8.0.0](https://github.com/DataDog/integrations-core/blob/master/couch/CHANGELOG.md) **BREAKING CHANGE**
+* Couchbase [5.0.0](https://github.com/DataDog/integrations-core/blob/master/couchbase/CHANGELOG.md) **BREAKING CHANGE**
+* CRI-O [4.0.0](https://github.com/DataDog/integrations-core/blob/master/crio/CHANGELOG.md) **BREAKING CHANGE**
+* Datadog Cluster Agent [5.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_cluster_agent/CHANGELOG.md) **BREAKING CHANGE**
+* dcgm [3.1.0](https://github.com/DataDog/integrations-core/blob/master/dcgm/CHANGELOG.md)
+* Directory [4.0.0](https://github.com/DataDog/integrations-core/blob/master/directory/CHANGELOG.md) **BREAKING CHANGE**
+* Disk [7.0.0](https://github.com/DataDog/integrations-core/blob/master/disk/CHANGELOG.md) **BREAKING CHANGE**
+* DNS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/dns_check/CHANGELOG.md) **BREAKING CHANGE**
+* .NET CLR [4.0.0](https://github.com/DataDog/integrations-core/blob/master/dotnetclr/CHANGELOG.md) **BREAKING CHANGE**
+* Druid [4.0.0](https://github.com/DataDog/integrations-core/blob/master/druid/CHANGELOG.md) **BREAKING CHANGE**
+* Amazon ECS Fargate [6.0.0](https://github.com/DataDog/integrations-core/blob/master/ecs_fargate/CHANGELOG.md) **BREAKING CHANGE**
+* EKS Fargate [6.0.0](https://github.com/DataDog/integrations-core/blob/master/eks_fargate/CHANGELOG.md) **BREAKING CHANGE**
+* Elasticsearch [8.0.0](https://github.com/DataDog/integrations-core/blob/master/elastic/CHANGELOG.md) **BREAKING CHANGE**
+* Envoy [5.0.0](https://github.com/DataDog/integrations-core/blob/master/envoy/CHANGELOG.md) **BREAKING CHANGE**
+* ESXi [3.0.0](https://github.com/DataDog/integrations-core/blob/master/esxi/CHANGELOG.md) **BREAKING CHANGE**
+* etcd [8.0.0](https://github.com/DataDog/integrations-core/blob/master/etcd/CHANGELOG.md) **BREAKING CHANGE**
+* Exchange Server [4.0.0](https://github.com/DataDog/integrations-core/blob/master/exchange_server/CHANGELOG.md) **BREAKING CHANGE**
+* External DNS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/external_dns/CHANGELOG.md) **BREAKING CHANGE**
+* flink [3.0.0](https://github.com/DataDog/integrations-core/blob/master/flink/CHANGELOG.md) **BREAKING CHANGE**
+* Fluentd [5.0.0](https://github.com/DataDog/integrations-core/blob/master/fluentd/CHANGELOG.md) **BREAKING CHANGE**
+* fluxcd [2.1.0](https://github.com/DataDog/integrations-core/blob/master/fluxcd/CHANGELOG.md)
+* Fly.io [2.0.1](https://github.com/DataDog/integrations-core/blob/master/fly_io/CHANGELOG.md)
+* FoundationDB [3.0.0](https://github.com/DataDog/integrations-core/blob/master/foundationdb/CHANGELOG.md) **BREAKING CHANGE**
+* Gearman [5.0.0](https://github.com/DataDog/integrations-core/blob/master/gearmand/CHANGELOG.md) **BREAKING CHANGE**
+* Gitlab Runner [6.0.0](https://github.com/DataDog/integrations-core/blob/master/gitlab_runner/CHANGELOG.md) **BREAKING CHANGE**
+* Gitlab [9.0.0](https://github.com/DataDog/integrations-core/blob/master/gitlab/CHANGELOG.md) **BREAKING CHANGE**
+* GlusterFS [3.0.1](https://github.com/DataDog/integrations-core/blob/master/glusterfs/CHANGELOG.md) **BREAKING CHANGE**
+* Go Expvar [4.0.0](https://github.com/DataDog/integrations-core/blob/master/go_expvar/CHANGELOG.md) **BREAKING CHANGE**
+* Gunicorn [4.0.0](https://github.com/DataDog/integrations-core/blob/master/gunicorn/CHANGELOG.md) **BREAKING CHANGE**
+* HAProxy [7.0.0](https://github.com/DataDog/integrations-core/blob/master/haproxy/CHANGELOG.md) **BREAKING CHANGE**
+* Harbor [5.0.0](https://github.com/DataDog/integrations-core/blob/master/harbor/CHANGELOG.md) **BREAKING CHANGE**
+* Hazelcast [6.0.0](https://github.com/DataDog/integrations-core/blob/master/hazelcast/CHANGELOG.md) **BREAKING CHANGE**
+* HDFS Datanode [6.0.0](https://github.com/DataDog/integrations-core/blob/master/hdfs_datanode/CHANGELOG.md) **BREAKING CHANGE**
+* HDFS Namenode [6.0.0](https://github.com/DataDog/integrations-core/blob/master/hdfs_namenode/CHANGELOG.md) **BREAKING CHANGE**
+* Hive [2.1.0](https://github.com/DataDog/integrations-core/blob/master/hive/CHANGELOG.md)
+* HiveMQ [2.1.0](https://github.com/DataDog/integrations-core/blob/master/hivemq/CHANGELOG.md)
+* HTTP [11.0.0](https://github.com/DataDog/integrations-core/blob/master/http_check/CHANGELOG.md) **BREAKING CHANGE**
+* Hudi [4.0.0](https://github.com/DataDog/integrations-core/blob/master/hudi/CHANGELOG.md) **BREAKING CHANGE**
+* HyperV [3.0.0](https://github.com/DataDog/integrations-core/blob/master/hyperv/CHANGELOG.md) **BREAKING CHANGE**
+* IBM ACE [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_ace/CHANGELOG.md) **BREAKING CHANGE**
+* IBM Db2 [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_db2/CHANGELOG.md) **BREAKING CHANGE**
+* IBM i [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_i/CHANGELOG.md) **BREAKING CHANGE**
+* IBM MQ [8.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_mq/CHANGELOG.md) **BREAKING CHANGE**
+* IBM WAS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_was/CHANGELOG.md) **BREAKING CHANGE**
+* Ignite [3.1.0](https://github.com/DataDog/integrations-core/blob/master/ignite/CHANGELOG.md)
+* IIS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/iis/CHANGELOG.md) **BREAKING CHANGE**
+* Impala [3.1.0](https://github.com/DataDog/integrations-core/blob/master/impala/CHANGELOG.md)
+* Istio [8.0.0](https://github.com/DataDog/integrations-core/blob/master/istio/CHANGELOG.md) **BREAKING CHANGE**
+* JBoss/WildFly [3.1.0](https://github.com/DataDog/integrations-core/blob/master/jboss_wildfly/CHANGELOG.md)
+* journald [3.0.0](https://github.com/DataDog/integrations-core/blob/master/journald/CHANGELOG.md) **BREAKING CHANGE**
+* Kafka Consumer [6.0.0](https://github.com/DataDog/integrations-core/blob/master/kafka_consumer/CHANGELOG.md) **BREAKING CHANGE**
+* Kafka [4.0.0](https://github.com/DataDog/integrations-core/blob/master/kafka/CHANGELOG.md) **BREAKING CHANGE**
+* Karpenter [2.1.0](https://github.com/DataDog/integrations-core/blob/master/karpenter/CHANGELOG.md)
+* Kong [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kong/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes API server metrics [6.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_apiserver_metrics/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Controller Manager [7.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_controller_manager/CHANGELOG.md) **BREAKING CHANGE**
+* Kube DNS [6.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_dns/CHANGELOG.md) **BREAKING CHANGE**
+* Kube metrics server [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_metrics_server/CHANGELOG.md) **BREAKING CHANGE**
+* Kube Proxy [8.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_proxy/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Scheduler [6.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_scheduler/CHANGELOG.md) **BREAKING CHANGE**
+* Kubeflow [1.0.0](https://github.com/DataDog/integrations-core/blob/master/kubeflow/CHANGELOG.md)
+* Kubelet [9.0.0](https://github.com/DataDog/integrations-core/blob/master/kubelet/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Cluster Autoscaler [2.1.0](https://github.com/DataDog/integrations-core/blob/master/kubernetes_cluster_autoscaler/CHANGELOG.md)
+* Kubernetes State [10.0.0](https://github.com/DataDog/integrations-core/blob/master/kubernetes_state/CHANGELOG.md)
+* KubeVirt API [1.0.0](https://github.com/DataDog/integrations-core/blob/master/kubevirt_api/CHANGELOG.md)
+* KubeVirt Controller [1.0.0](https://github.com/DataDog/integrations-core/blob/master/kubevirt_controller/CHANGELOG.md)
+* KubeVirt Handler [1.0.0](https://github.com/DataDog/integrations-core/blob/master/kubevirt_handler/CHANGELOG.md)
+* Kyoto Tycoon [4.0.0](https://github.com/DataDog/integrations-core/blob/master/kyototycoon/CHANGELOG.md) **BREAKING CHANGE**
+* kyverno [2.1.0](https://github.com/DataDog/integrations-core/blob/master/kyverno/CHANGELOG.md)
+* Lighttpd [5.0.0](https://github.com/DataDog/integrations-core/blob/master/lighttpd/CHANGELOG.md) **BREAKING CHANGE**
+* Linkerd [6.0.0](https://github.com/DataDog/integrations-core/blob/master/linkerd/CHANGELOG.md) **BREAKING CHANGE**
+* Linux proc extras [4.0.0](https://github.com/DataDog/integrations-core/blob/master/linux_proc_extras/CHANGELOG.md) **BREAKING CHANGE**
+* MapR [3.0.0](https://github.com/DataDog/integrations-core/blob/master/mapr/CHANGELOG.md) **BREAKING CHANGE**
+* MapReduce [6.0.0](https://github.com/DataDog/integrations-core/blob/master/mapreduce/CHANGELOG.md) **BREAKING CHANGE**
+* Marathon [4.0.0](https://github.com/DataDog/integrations-core/blob/master/marathon/CHANGELOG.md) **BREAKING CHANGE**
+* MarkLogic [6.0.0](https://github.com/DataDog/integrations-core/blob/master/marklogic/CHANGELOG.md) **BREAKING CHANGE**
+* Memcached [6.0.0](https://github.com/DataDog/integrations-core/blob/master/mcache/CHANGELOG.md) **BREAKING CHANGE**
+* Mesos Master [5.0.0](https://github.com/DataDog/integrations-core/blob/master/mesos_master/CHANGELOG.md) **BREAKING CHANGE**
+* Mesos Slave [5.0.0](https://github.com/DataDog/integrations-core/blob/master/mesos_slave/CHANGELOG.md) **BREAKING CHANGE**
+* MongoDB [8.1.0](https://github.com/DataDog/integrations-core/blob/master/mongo/CHANGELOG.md) **BREAKING CHANGE**
+* MySQL [14.0.0](https://github.com/DataDog/integrations-core/blob/master/mysql/CHANGELOG.md) **BREAKING CHANGE**
+* Nagios [3.0.0](https://github.com/DataDog/integrations-core/blob/master/nagios/CHANGELOG.md) **BREAKING CHANGE**
+* Network [5.0.0](https://github.com/DataDog/integrations-core/blob/master/network/CHANGELOG.md) **BREAKING CHANGE**
+* NFSstat [3.0.0](https://github.com/DataDog/integrations-core/blob/master/nfsstat/CHANGELOG.md) **BREAKING CHANGE**
+* NGINX Ingress Controller [4.0.0](https://github.com/DataDog/integrations-core/blob/master/nginx_ingress_controller/CHANGELOG.md) **BREAKING CHANGE**
+* NGINX [8.0.0](https://github.com/DataDog/integrations-core/blob/master/nginx/CHANGELOG.md) **BREAKING CHANGE**
+* Nvidia Triton [2.1.0](https://github.com/DataDog/integrations-core/blob/master/nvidia_triton/CHANGELOG.md)
+* OpenLDAP [3.0.0](https://github.com/DataDog/integrations-core/blob/master/openldap/CHANGELOG.md) **BREAKING CHANGE**
+* OpenMetrics [6.0.0](https://github.com/DataDog/integrations-core/blob/master/openmetrics/CHANGELOG.md) **BREAKING CHANGE**
+* OpenStack Controller [8.0.0](https://github.com/DataDog/integrations-core/blob/master/openstack_controller/CHANGELOG.md) **BREAKING CHANGE**
+* OpenStack [4.0.0](https://github.com/DataDog/integrations-core/blob/master/openstack/CHANGELOG.md) **BREAKING CHANGE**
+* Palo Alto Networks Firewall [3.0.0](https://github.com/DataDog/integrations-core/blob/master/pan_firewall/CHANGELOG.md) **BREAKING CHANGE**
+* PDH [4.0.0](https://github.com/DataDog/integrations-core/blob/master/pdh_check/CHANGELOG.md) **BREAKING CHANGE**
+* PGBouncer [8.0.0](https://github.com/DataDog/integrations-core/blob/master/pgbouncer/CHANGELOG.md) **BREAKING CHANGE**
+* PHP-FPM [5.0.0](https://github.com/DataDog/integrations-core/blob/master/php_fpm/CHANGELOG.md) **BREAKING CHANGE**
+* Postfix [3.0.0](https://github.com/DataDog/integrations-core/blob/master/postfix/CHANGELOG.md) **BREAKING CHANGE**
+* Postgres [22.0.3](https://github.com/DataDog/integrations-core/blob/master/postgres/CHANGELOG.md) **BREAKING CHANGE**
+* PowerDNS Recursor [4.0.0](https://github.com/DataDog/integrations-core/blob/master/powerdns_recursor/CHANGELOG.md) **BREAKING CHANGE**
+* Presto [3.1.0](https://github.com/DataDog/integrations-core/blob/master/presto/CHANGELOG.md)
+* Process [5.0.0](https://github.com/DataDog/integrations-core/blob/master/process/CHANGELOG.md) **BREAKING CHANGE**
+* Prometheus [5.0.0](https://github.com/DataDog/integrations-core/blob/master/prometheus/CHANGELOG.md) **BREAKING CHANGE**
+* ProxySQL [7.0.0](https://github.com/DataDog/integrations-core/blob/master/proxysql/CHANGELOG.md) **BREAKING CHANGE**
+* Pulsar [3.1.0](https://github.com/DataDog/integrations-core/blob/master/pulsar/CHANGELOG.md)
+* RabbitMQ [7.0.0](https://github.com/DataDog/integrations-core/blob/master/rabbitmq/CHANGELOG.md) **BREAKING CHANGE**
+* Ray [2.1.0](https://github.com/DataDog/integrations-core/blob/master/ray/CHANGELOG.md)
+* Redis [7.0.0](https://github.com/DataDog/integrations-core/blob/master/redisdb/CHANGELOG.md) **BREAKING CHANGE**
+* RethinkDB [5.0.0](https://github.com/DataDog/integrations-core/blob/master/rethinkdb/CHANGELOG.md) **BREAKING CHANGE**
+* Riak [5.0.0](https://github.com/DataDog/integrations-core/blob/master/riak/CHANGELOG.md) **BREAKING CHANGE**
+* RiakCS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/riakcs/CHANGELOG.md) **BREAKING CHANGE**
+* SAP HANA [5.0.0](https://github.com/DataDog/integrations-core/blob/master/sap_hana/CHANGELOG.md) **BREAKING CHANGE**
+* Scylla [4.0.0](https://github.com/DataDog/integrations-core/blob/master/scylla/CHANGELOG.md) **BREAKING CHANGE**
+* Sidekiq [3.0.0](https://github.com/DataDog/integrations-core/blob/master/sidekiq/CHANGELOG.md) **BREAKING CHANGE**
+* Silk [4.0.0](https://github.com/DataDog/integrations-core/blob/master/silk/CHANGELOG.md) **BREAKING CHANGE**
+* SingleStore [4.0.0](https://github.com/DataDog/integrations-core/blob/master/singlestore/CHANGELOG.md) **BREAKING CHANGE**
+* SNMP [9.0.0](https://github.com/DataDog/integrations-core/blob/master/snmp/CHANGELOG.md) **BREAKING CHANGE**
+* Snowflake [7.0.0](https://github.com/DataDog/integrations-core/blob/master/snowflake/CHANGELOG.md) **BREAKING CHANGE**
+* Solr [2.1.0](https://github.com/DataDog/integrations-core/blob/master/solr/CHANGELOG.md)
+* SonarQube [5.0.0](https://github.com/DataDog/integrations-core/blob/master/sonarqube/CHANGELOG.md) **BREAKING CHANGE**
+* Spark [6.0.0](https://github.com/DataDog/integrations-core/blob/master/spark/CHANGELOG.md) **BREAKING CHANGE**
+* SQL Server [20.0.0](https://github.com/DataDog/integrations-core/blob/master/sqlserver/CHANGELOG.md) **BREAKING CHANGE**
+* Squid [4.0.0](https://github.com/DataDog/integrations-core/blob/master/squid/CHANGELOG.md) **BREAKING CHANGE**
+* SSH [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ssh_check/CHANGELOG.md) **BREAKING CHANGE**
+* StatsD [3.0.0](https://github.com/DataDog/integrations-core/blob/master/statsd/CHANGELOG.md) **BREAKING CHANGE**
+* Strimzi [3.1.0](https://github.com/DataDog/integrations-core/blob/master/strimzi/CHANGELOG.md)
+* Supervisord [4.0.0](https://github.com/DataDog/integrations-core/blob/master/supervisord/CHANGELOG.md) **BREAKING CHANGE**
+* System Core [4.0.0](https://github.com/DataDog/integrations-core/blob/master/system_core/CHANGELOG.md) **BREAKING CHANGE**
+* System Swap [3.0.0](https://github.com/DataDog/integrations-core/blob/master/system_swap/CHANGELOG.md) **BREAKING CHANGE**
+* TCP [6.0.0](https://github.com/DataDog/integrations-core/blob/master/tcp_check/CHANGELOG.md) **BREAKING CHANGE**
+* TeamCity [6.0.0](https://github.com/DataDog/integrations-core/blob/master/teamcity/CHANGELOG.md) **BREAKING CHANGE**
+* Tekton [2.1.0](https://github.com/DataDog/integrations-core/blob/master/tekton/CHANGELOG.md)
+* Teleport [2.1.0](https://github.com/DataDog/integrations-core/blob/master/teleport/CHANGELOG.md)
+* Temporal [3.1.0](https://github.com/DataDog/integrations-core/blob/master/temporal/CHANGELOG.md)
+* Tenable [3.0.0](https://github.com/DataDog/integrations-core/blob/master/tenable/CHANGELOG.md) **BREAKING CHANGE**
+* Teradata [4.0.0](https://github.com/DataDog/integrations-core/blob/master/teradata/CHANGELOG.md) **BREAKING CHANGE**
+* tibco_ems [2.1.0](https://github.com/DataDog/integrations-core/blob/master/tibco_ems/CHANGELOG.md)
+* TLS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/tls/CHANGELOG.md) **BREAKING CHANGE**
+* Tomcat [4.0.0](https://github.com/DataDog/integrations-core/blob/master/tomcat/CHANGELOG.md) **BREAKING CHANGE**
+* TorchServe [3.1.0](https://github.com/DataDog/integrations-core/blob/master/torchserve/CHANGELOG.md)
+* Traefik Mesh [2.1.0](https://github.com/DataDog/integrations-core/blob/master/traefik_mesh/CHANGELOG.md)
+* Traffic Server [3.1.0](https://github.com/DataDog/integrations-core/blob/master/traffic_server/CHANGELOG.md)
+* Twemproxy [3.0.0](https://github.com/DataDog/integrations-core/blob/master/twemproxy/CHANGELOG.md) **BREAKING CHANGE**
+* Twistlock [5.0.0](https://github.com/DataDog/integrations-core/blob/master/twistlock/CHANGELOG.md) **BREAKING CHANGE**
+* Varnish [4.0.0](https://github.com/DataDog/integrations-core/blob/master/varnish/CHANGELOG.md) **BREAKING CHANGE**
+* Vault [6.0.0](https://github.com/DataDog/integrations-core/blob/master/vault/CHANGELOG.md) **BREAKING CHANGE**
+* Vertica [6.0.0](https://github.com/DataDog/integrations-core/blob/master/vertica/CHANGELOG.md) **BREAKING CHANGE**
+* vLLM [2.1.0](https://github.com/DataDog/integrations-core/blob/master/vllm/CHANGELOG.md)
+* VoltDB [5.0.0](https://github.com/DataDog/integrations-core/blob/master/voltdb/CHANGELOG.md) **BREAKING CHANGE**
+* vSphere [8.0.0](https://github.com/DataDog/integrations-core/blob/master/vsphere/CHANGELOG.md) **BREAKING CHANGE**
+* Weaviate [3.1.0](https://github.com/DataDog/integrations-core/blob/master/weaviate/CHANGELOG.md)
+* WebLogic [3.0.0](https://github.com/DataDog/integrations-core/blob/master/weblogic/CHANGELOG.md) **BREAKING CHANGE**
+* Windows Event Log [5.0.0](https://github.com/DataDog/integrations-core/blob/master/win32_event_log/CHANGELOG.md) **BREAKING CHANGE**
+* Windows performance counters [3.1.0](https://github.com/DataDog/integrations-core/blob/master/windows_performance_counters/CHANGELOG.md)
+* Windows Service [6.0.0](https://github.com/DataDog/integrations-core/blob/master/windows_service/CHANGELOG.md) **BREAKING CHANGE**
+* WMI [3.0.0](https://github.com/DataDog/integrations-core/blob/master/wmi_check/CHANGELOG.md) **BREAKING CHANGE**
+* Yarn [7.0.0](https://github.com/DataDog/integrations-core/blob/master/yarn/CHANGELOG.md) **BREAKING CHANGE**
+* ZooKeeper [6.0.0](https://github.com/DataDog/integrations-core/blob/master/zk/CHANGELOG.md) **BREAKING CHANGE**
+
+## Datadog Agent version [7.58.2](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7582)
+
+* There were no integration updates for this version of the Agent.
+
+## Datadog Agent version [7.58.1](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7581)
+
+* There were no integration updates for this version of the Agent.
+
+## Datadog Agent version [7.58.0](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7580)
+
+* Active Directory [3.0.0](https://github.com/DataDog/integrations-core/blob/master/active_directory/CHANGELOG.md) **BREAKING CHANGE**
+* ActiveMQ XML [4.0.0](https://github.com/DataDog/integrations-core/blob/master/activemq_xml/CHANGELOG.md) **BREAKING CHANGE**
+* ActiveMQ [4.0.0](https://github.com/DataDog/integrations-core/blob/master/activemq/CHANGELOG.md) **BREAKING CHANGE**
+* Aerospike [3.0.0](https://github.com/DataDog/integrations-core/blob/master/aerospike/CHANGELOG.md) **BREAKING CHANGE**
+* Airflow [6.0.0](https://github.com/DataDog/integrations-core/blob/master/airflow/CHANGELOG.md) **BREAKING CHANGE**
+* Amazon Kafka [5.0.0](https://github.com/DataDog/integrations-core/blob/master/amazon_msk/CHANGELOG.md) **BREAKING CHANGE**
+* Ambari [5.0.0](https://github.com/DataDog/integrations-core/blob/master/ambari/CHANGELOG.md) **BREAKING CHANGE**
+* Apache [5.0.0](https://github.com/DataDog/integrations-core/blob/master/apache/CHANGELOG.md) **BREAKING CHANGE**
+* ArangoDB [3.0.0](https://github.com/DataDog/integrations-core/blob/master/arangodb/CHANGELOG.md) **BREAKING CHANGE**
+* Argo Rollouts [2.0.0](https://github.com/DataDog/integrations-core/blob/master/argo_rollouts/CHANGELOG.md) **BREAKING CHANGE**
+* Argo Workflows [2.0.0](https://github.com/DataDog/integrations-core/blob/master/argo_workflows/CHANGELOG.md) **BREAKING CHANGE**
+* ArgoCD [3.0.0](https://github.com/DataDog/integrations-core/blob/master/argocd/CHANGELOG.md) **BREAKING CHANGE**
+* ASP.NET [3.0.0](https://github.com/DataDog/integrations-core/blob/master/aspdotnet/CHANGELOG.md) **BREAKING CHANGE**
+* Avi Vantage [5.0.0](https://github.com/DataDog/integrations-core/blob/master/avi_vantage/CHANGELOG.md) **BREAKING CHANGE**
+* AWS Neuron [2.0.0](https://github.com/DataDog/integrations-core/blob/master/aws_neuron/CHANGELOG.md) **BREAKING CHANGE**
+* Azure IoT Edge [5.0.0](https://github.com/DataDog/integrations-core/blob/master/azure_iot_edge/CHANGELOG.md) **BREAKING CHANGE**
+* Boundary [3.0.0](https://github.com/DataDog/integrations-core/blob/master/boundary/CHANGELOG.md) **BREAKING CHANGE**
+* Btrfs [3.0.0](https://github.com/DataDog/integrations-core/blob/master/btrfs/CHANGELOG.md) **BREAKING CHANGE**
+* Cacti [3.0.0](https://github.com/DataDog/integrations-core/blob/master/cacti/CHANGELOG.md) **BREAKING CHANGE**
+* Calico [3.0.0](https://github.com/DataDog/integrations-core/blob/master/calico/CHANGELOG.md) **BREAKING CHANGE**
+* Cassandra Nodetool [2.0.0](https://github.com/DataDog/integrations-core/blob/master/cassandra_nodetool/CHANGELOG.md) **BREAKING CHANGE**
+* Cassandra [2.0.0](https://github.com/DataDog/integrations-core/blob/master/cassandra/CHANGELOG.md) **BREAKING CHANGE**
+* Ceph [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ceph/CHANGELOG.md) **BREAKING CHANGE**
+* cert-manager [5.0.0](https://github.com/DataDog/integrations-core/blob/master/cert_manager/CHANGELOG.md) **BREAKING CHANGE**
+* Datadog Checks Base [37.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_base/CHANGELOG.md) **BREAKING CHANGE**
+* datadog_checks_dependency_provider [2.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_dependency_provider/CHANGELOG.md) **BREAKING CHANGE**
+* Datadog Checks Downloader [5.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_checks_downloader/CHANGELOG.md) **BREAKING CHANGE**
+* Cilium [4.0.0](https://github.com/DataDog/integrations-core/blob/master/cilium/CHANGELOG.md) **BREAKING CHANGE**
+* Cisco ACI [3.0.0](https://github.com/DataDog/integrations-core/blob/master/cisco_aci/CHANGELOG.md) **BREAKING CHANGE**
+* Citrix Hypervisor [4.0.0](https://github.com/DataDog/integrations-core/blob/master/citrix_hypervisor/CHANGELOG.md) **BREAKING CHANGE**
+* ClickHouse [4.0.0](https://github.com/DataDog/integrations-core/blob/master/clickhouse/CHANGELOG.md) **BREAKING CHANGE**
+* Cloud Foundry API [4.0.0](https://github.com/DataDog/integrations-core/blob/master/cloud_foundry_api/CHANGELOG.md) **BREAKING CHANGE**
+* Cloudera [3.0.0](https://github.com/DataDog/integrations-core/blob/master/cloudera/CHANGELOG.md) **BREAKING CHANGE**
+* CockroachDB [4.0.0](https://github.com/DataDog/integrations-core/blob/master/cockroachdb/CHANGELOG.md) **BREAKING CHANGE**
+* Confluent Platform [2.0.0](https://github.com/DataDog/integrations-core/blob/master/confluent_platform/CHANGELOG.md) **BREAKING CHANGE**
+* Consul [3.0.0](https://github.com/DataDog/integrations-core/blob/master/consul/CHANGELOG.md) **BREAKING CHANGE**
+* CoreDNS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/coredns/CHANGELOG.md) **BREAKING CHANGE**
+* CouchDB [7.0.0](https://github.com/DataDog/integrations-core/blob/master/couch/CHANGELOG.md) **BREAKING CHANGE**
+* Couchbase [4.0.0](https://github.com/DataDog/integrations-core/blob/master/couchbase/CHANGELOG.md) **BREAKING CHANGE**
+* CRI-O [3.0.0](https://github.com/DataDog/integrations-core/blob/master/crio/CHANGELOG.md) **BREAKING CHANGE**
+* Datadog Cluster Agent [4.0.0](https://github.com/DataDog/integrations-core/blob/master/datadog_cluster_agent/CHANGELOG.md) **BREAKING CHANGE**
+* dcgm [3.0.0](https://github.com/DataDog/integrations-core/blob/master/dcgm/CHANGELOG.md) **BREAKING CHANGE**
+* Directory [3.0.0](https://github.com/DataDog/integrations-core/blob/master/directory/CHANGELOG.md) **BREAKING CHANGE**
+* Disk [6.0.0](https://github.com/DataDog/integrations-core/blob/master/disk/CHANGELOG.md) **BREAKING CHANGE**
+* DNS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/dns_check/CHANGELOG.md) **BREAKING CHANGE**
+* .NET CLR [3.0.0](https://github.com/DataDog/integrations-core/blob/master/dotnetclr/CHANGELOG.md) **BREAKING CHANGE**
+* Druid [3.0.0](https://github.com/DataDog/integrations-core/blob/master/druid/CHANGELOG.md) **BREAKING CHANGE**
+* Amazon ECS Fargate [5.0.0](https://github.com/DataDog/integrations-core/blob/master/ecs_fargate/CHANGELOG.md) **BREAKING CHANGE**
+* EKS Fargate [5.0.0](https://github.com/DataDog/integrations-core/blob/master/eks_fargate/CHANGELOG.md) **BREAKING CHANGE**
+* Elasticsearch [7.0.0](https://github.com/DataDog/integrations-core/blob/master/elastic/CHANGELOG.md) **BREAKING CHANGE**
+* Envoy [4.0.0](https://github.com/DataDog/integrations-core/blob/master/envoy/CHANGELOG.md) **BREAKING CHANGE**
+* ESXi [2.0.0](https://github.com/DataDog/integrations-core/blob/master/esxi/CHANGELOG.md) **BREAKING CHANGE**
+* etcd [7.0.0](https://github.com/DataDog/integrations-core/blob/master/etcd/CHANGELOG.md) **BREAKING CHANGE**
+* Exchange Server [3.0.0](https://github.com/DataDog/integrations-core/blob/master/exchange_server/CHANGELOG.md) **BREAKING CHANGE**
+* External DNS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/external_dns/CHANGELOG.md) **BREAKING CHANGE**
+* flink [2.0.0](https://github.com/DataDog/integrations-core/blob/master/flink/CHANGELOG.md) **BREAKING CHANGE**
+* Fluentd [4.0.0](https://github.com/DataDog/integrations-core/blob/master/fluentd/CHANGELOG.md) **BREAKING CHANGE**
+* fluxcd [2.0.0](https://github.com/DataDog/integrations-core/blob/master/fluxcd/CHANGELOG.md) **BREAKING CHANGE**
+* Fly.io [2.0.0](https://github.com/DataDog/integrations-core/blob/master/fly_io/CHANGELOG.md) **BREAKING CHANGE**
+* FoundationDB [2.0.0](https://github.com/DataDog/integrations-core/blob/master/foundationdb/CHANGELOG.md) **BREAKING CHANGE**
+* Gearman [4.0.0](https://github.com/DataDog/integrations-core/blob/master/gearmand/CHANGELOG.md) **BREAKING CHANGE**
+* Gitlab Runner [5.0.0](https://github.com/DataDog/integrations-core/blob/master/gitlab_runner/CHANGELOG.md) **BREAKING CHANGE**
+* Gitlab [8.0.0](https://github.com/DataDog/integrations-core/blob/master/gitlab/CHANGELOG.md) **BREAKING CHANGE**
+* GlusterFS [2.0.0](https://github.com/DataDog/integrations-core/blob/master/glusterfs/CHANGELOG.md) **BREAKING CHANGE**
+* Go Expvar [3.0.0](https://github.com/DataDog/integrations-core/blob/master/go_expvar/CHANGELOG.md) **BREAKING CHANGE**
+* Gunicorn [3.0.0](https://github.com/DataDog/integrations-core/blob/master/gunicorn/CHANGELOG.md) **BREAKING CHANGE**
+* HAProxy [6.0.0](https://github.com/DataDog/integrations-core/blob/master/haproxy/CHANGELOG.md) **BREAKING CHANGE**
+* Harbor [4.0.0](https://github.com/DataDog/integrations-core/blob/master/harbor/CHANGELOG.md) **BREAKING CHANGE**
+* Hazelcast [5.0.0](https://github.com/DataDog/integrations-core/blob/master/hazelcast/CHANGELOG.md) **BREAKING CHANGE**
+* HDFS Datanode [5.0.0](https://github.com/DataDog/integrations-core/blob/master/hdfs_datanode/CHANGELOG.md) **BREAKING CHANGE**
+* HDFS Namenode [5.0.0](https://github.com/DataDog/integrations-core/blob/master/hdfs_namenode/CHANGELOG.md) **BREAKING CHANGE**
+* Hive [2.0.0](https://github.com/DataDog/integrations-core/blob/master/hive/CHANGELOG.md) **BREAKING CHANGE**
+* HiveMQ [2.0.0](https://github.com/DataDog/integrations-core/blob/master/hivemq/CHANGELOG.md) **BREAKING CHANGE**
+* HTTP [10.0.0](https://github.com/DataDog/integrations-core/blob/master/http_check/CHANGELOG.md)
+* Hudi [3.0.0](https://github.com/DataDog/integrations-core/blob/master/hudi/CHANGELOG.md) **BREAKING CHANGE**
+* HyperV [2.0.0](https://github.com/DataDog/integrations-core/blob/master/hyperv/CHANGELOG.md) **BREAKING CHANGE**
+* IBM ACE [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_ace/CHANGELOG.md) **BREAKING CHANGE**
+* IBM Db2 [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_db2/CHANGELOG.md) **BREAKING CHANGE**
+* IBM i [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_i/CHANGELOG.md) **BREAKING CHANGE**
+* IBM MQ [7.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_mq/CHANGELOG.md) **BREAKING CHANGE**
+* IBM WAS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/ibm_was/CHANGELOG.md) **BREAKING CHANGE**
+* Ignite [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ignite/CHANGELOG.md) **BREAKING CHANGE**
+* IIS [4.0.0](https://github.com/DataDog/integrations-core/blob/master/iis/CHANGELOG.md) **BREAKING CHANGE**
+* Impala [3.0.0](https://github.com/DataDog/integrations-core/blob/master/impala/CHANGELOG.md) **BREAKING CHANGE**
+* Istio [7.0.0](https://github.com/DataDog/integrations-core/blob/master/istio/CHANGELOG.md) **BREAKING CHANGE**
+* JBoss/WildFly [3.0.0](https://github.com/DataDog/integrations-core/blob/master/jboss_wildfly/CHANGELOG.md) **BREAKING CHANGE**
+* journald [2.0.0](https://github.com/DataDog/integrations-core/blob/master/journald/CHANGELOG.md) **BREAKING CHANGE**
+* Kafka Consumer [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kafka_consumer/CHANGELOG.md) **BREAKING CHANGE**
+* Kafka [3.0.0](https://github.com/DataDog/integrations-core/blob/master/kafka/CHANGELOG.md) **BREAKING CHANGE**
+* Karpenter [2.0.0](https://github.com/DataDog/integrations-core/blob/master/karpenter/CHANGELOG.md) **BREAKING CHANGE**
+* Kong [4.0.0](https://github.com/DataDog/integrations-core/blob/master/kong/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes API server metrics [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_apiserver_metrics/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Controller Manager [6.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_controller_manager/CHANGELOG.md) **BREAKING CHANGE**
+* Kube DNS [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_dns/CHANGELOG.md) **BREAKING CHANGE**
+* Kube metrics server [4.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_metrics_server/CHANGELOG.md) **BREAKING CHANGE**
+* Kube Proxy [7.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_proxy/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Scheduler [5.0.0](https://github.com/DataDog/integrations-core/blob/master/kube_scheduler/CHANGELOG.md) **BREAKING CHANGE**
+* Kubelet [8.0.0](https://github.com/DataDog/integrations-core/blob/master/kubelet/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes Cluster Autoscaler [2.0.0](https://github.com/DataDog/integrations-core/blob/master/kubernetes_cluster_autoscaler/CHANGELOG.md) **BREAKING CHANGE**
+* Kubernetes State [9.0.0](https://github.com/DataDog/integrations-core/blob/master/kubernetes_state/CHANGELOG.md) **BREAKING CHANGE**
+* Kyoto Tycoon [3.0.0](https://github.com/DataDog/integrations-core/blob/master/kyototycoon/CHANGELOG.md) **BREAKING CHANGE**
+* kyverno [2.0.0](https://github.com/DataDog/integrations-core/blob/master/kyverno/CHANGELOG.md) **BREAKING CHANGE**
+* Lighttpd [4.0.0](https://github.com/DataDog/integrations-core/blob/master/lighttpd/CHANGELOG.md) **BREAKING CHANGE**
+* Linkerd [5.0.0](https://github.com/DataDog/integrations-core/blob/master/linkerd/CHANGELOG.md) **BREAKING CHANGE**
+* Linux proc extras [3.0.0](https://github.com/DataDog/integrations-core/blob/master/linux_proc_extras/CHANGELOG.md) **BREAKING CHANGE**
+* MapR [2.0.0](https://github.com/DataDog/integrations-core/blob/master/mapr/CHANGELOG.md) **BREAKING CHANGE**
+* MapReduce [5.0.0](https://github.com/DataDog/integrations-core/blob/master/mapreduce/CHANGELOG.md) **BREAKING CHANGE**
+* Marathon [3.0.0](https://github.com/DataDog/integrations-core/blob/master/marathon/CHANGELOG.md) **BREAKING CHANGE**
+* MarkLogic [5.0.0](https://github.com/DataDog/integrations-core/blob/master/marklogic/CHANGELOG.md) **BREAKING CHANGE**
+* Memcached [5.0.0](https://github.com/DataDog/integrations-core/blob/master/mcache/CHANGELOG.md) **BREAKING CHANGE**
+* Mesos Master [4.0.0](https://github.com/DataDog/integrations-core/blob/master/mesos_master/CHANGELOG.md) **BREAKING CHANGE**
+* Mesos Slave [4.0.0](https://github.com/DataDog/integrations-core/blob/master/mesos_slave/CHANGELOG.md) **BREAKING CHANGE**
+* MongoDB [7.0.0](https://github.com/DataDog/integrations-core/blob/master/mongo/CHANGELOG.md) **BREAKING CHANGE**
+* MySQL [13.0.0](https://github.com/DataDog/integrations-core/blob/master/mysql/CHANGELOG.md) **BREAKING CHANGE**
+* Nagios [2.0.0](https://github.com/DataDog/integrations-core/blob/master/nagios/CHANGELOG.md) **BREAKING CHANGE**
+* Network [4.1.0](https://github.com/DataDog/integrations-core/blob/master/network/CHANGELOG.md) **BREAKING CHANGE**
+* NFSstat [2.0.0](https://github.com/DataDog/integrations-core/blob/master/nfsstat/CHANGELOG.md) **BREAKING CHANGE**
+* NGINX Ingress Controller [3.0.0](https://github.com/DataDog/integrations-core/blob/master/nginx_ingress_controller/CHANGELOG.md) **BREAKING CHANGE**
+* NGINX [7.0.0](https://github.com/DataDog/integrations-core/blob/master/nginx/CHANGELOG.md) **BREAKING CHANGE**
+* Nvidia Triton [2.0.0](https://github.com/DataDog/integrations-core/blob/master/nvidia_triton/CHANGELOG.md) **BREAKING CHANGE**
+* OpenLDAP [2.0.0](https://github.com/DataDog/integrations-core/blob/master/openldap/CHANGELOG.md) **BREAKING CHANGE**
+* OpenMetrics [5.0.0](https://github.com/DataDog/integrations-core/blob/master/openmetrics/CHANGELOG.md) **BREAKING CHANGE**
+* OpenStack Controller [7.0.0](https://github.com/DataDog/integrations-core/blob/master/openstack_controller/CHANGELOG.md) **BREAKING CHANGE**
+* OpenStack [3.0.0](https://github.com/DataDog/integrations-core/blob/master/openstack/CHANGELOG.md) **BREAKING CHANGE**
+* Oracle Database [6.0.0](https://github.com/DataDog/integrations-core/blob/master/oracle/CHANGELOG.md) **BREAKING CHANGE**
+* ossec-security [2.0.0](https://github.com/DataDog/integrations-core/blob/master/ossec_security/CHANGELOG.md) **BREAKING CHANGE**
+* Palo Alto Networks Firewall [2.0.0](https://github.com/DataDog/integrations-core/blob/master/pan_firewall/CHANGELOG.md) **BREAKING CHANGE**
+* PDH [3.0.0](https://github.com/DataDog/integrations-core/blob/master/pdh_check/CHANGELOG.md) **BREAKING CHANGE**
+* PGBouncer [7.0.0](https://github.com/DataDog/integrations-core/blob/master/pgbouncer/CHANGELOG.md) **BREAKING CHANGE**
+* PHP-FPM [4.0.0](https://github.com/DataDog/integrations-core/blob/master/php_fpm/CHANGELOG.md) **BREAKING CHANGE**
+* PingFederate [2.0.0](https://github.com/DataDog/integrations-core/blob/master/ping_federate/CHANGELOG.md) **BREAKING CHANGE**
+* Postfix [2.0.0](https://github.com/DataDog/integrations-core/blob/master/postfix/CHANGELOG.md) **BREAKING CHANGE**
+* Postgres [21.0.0](https://github.com/DataDog/integrations-core/blob/master/postgres/CHANGELOG.md) **BREAKING CHANGE**
+* PowerDNS Recursor [3.0.0](https://github.com/DataDog/integrations-core/blob/master/powerdns_recursor/CHANGELOG.md) **BREAKING CHANGE**
+* Presto [3.0.0](https://github.com/DataDog/integrations-core/blob/master/presto/CHANGELOG.md) **BREAKING CHANGE**
+* Process [4.0.0](https://github.com/DataDog/integrations-core/blob/master/process/CHANGELOG.md) **BREAKING CHANGE**
+* Prometheus [4.0.0](https://github.com/DataDog/integrations-core/blob/master/prometheus/CHANGELOG.md) **BREAKING CHANGE**
+* ProxySQL [6.0.0](https://github.com/DataDog/integrations-core/blob/master/proxysql/CHANGELOG.md) **BREAKING CHANGE**
+* Pulsar [3.0.0](https://github.com/DataDog/integrations-core/blob/master/pulsar/CHANGELOG.md) **BREAKING CHANGE**
+* RabbitMQ [6.0.0](https://github.com/DataDog/integrations-core/blob/master/rabbitmq/CHANGELOG.md) **BREAKING CHANGE**
+* Ray [2.0.0](https://github.com/DataDog/integrations-core/blob/master/ray/CHANGELOG.md) **BREAKING CHANGE**
+* Redis [6.0.0](https://github.com/DataDog/integrations-core/blob/master/redisdb/CHANGELOG.md) **BREAKING CHANGE**
+* RethinkDB [4.0.0](https://github.com/DataDog/integrations-core/blob/master/rethinkdb/CHANGELOG.md) **BREAKING CHANGE**
+* Riak [4.0.0](https://github.com/DataDog/integrations-core/blob/master/riak/CHANGELOG.md) **BREAKING CHANGE**
+* RiakCS [3.0.0](https://github.com/DataDog/integrations-core/blob/master/riakcs/CHANGELOG.md) **BREAKING CHANGE**
+* SAP HANA [4.0.0](https://github.com/DataDog/integrations-core/blob/master/sap_hana/CHANGELOG.md) **BREAKING CHANGE**
+* Scylla [3.0.0](https://github.com/DataDog/integrations-core/blob/master/scylla/CHANGELOG.md) **BREAKING CHANGE**
+* Sidekiq [2.0.0](https://github.com/DataDog/integrations-core/blob/master/sidekiq/CHANGELOG.md) **BREAKING CHANGE**
+* Silk [3.0.0](https://github.com/DataDog/integrations-core/blob/master/silk/CHANGELOG.md) **BREAKING CHANGE**
+* SingleStore [3.0.0](https://github.com/DataDog/integrations-core/blob/master/singlestore/CHANGELOG.md) **BREAKING CHANGE**
+* SNMP [8.0.0](https://github.com/DataDog/integrations-core/blob/master/snmp/CHANGELOG.md) **BREAKING CHANGE**
+* Snowflake [6.0.0](https://github.com/DataDog/integrations-core/blob/master/snowflake/CHANGELOG.md) **BREAKING CHANGE**
+* Solr [2.0.0](https://github.com/DataDog/integrations-core/blob/master/solr/CHANGELOG.md) **BREAKING CHANGE**
+* SonarQube [4.0.0](https://github.com/DataDog/integrations-core/blob/master/sonarqube/CHANGELOG.md) **BREAKING CHANGE**
+* Spark [5.0.0](https://github.com/DataDog/integrations-core/blob/master/spark/CHANGELOG.md) **BREAKING CHANGE**
+* SQL Server [18.0.1](https://github.com/DataDog/integrations-core/blob/master/sqlserver/CHANGELOG.md) **BREAKING CHANGE**
+* Squid [3.0.0](https://github.com/DataDog/integrations-core/blob/master/squid/CHANGELOG.md) **BREAKING CHANGE**
+* SSH [3.0.0](https://github.com/DataDog/integrations-core/blob/master/ssh_check/CHANGELOG.md) **BREAKING CHANGE**
+* StatsD [2.0.0](https://github.com/DataDog/integrations-core/blob/master/statsd/CHANGELOG.md) **BREAKING CHANGE**
+* Strimzi [3.0.0](https://github.com/DataDog/integrations-core/blob/master/strimzi/CHANGELOG.md) **BREAKING CHANGE**
+* Supervisord [3.0.0](https://github.com/DataDog/integrations-core/blob/master/supervisord/CHANGELOG.md) **BREAKING CHANGE**
+* suricata [2.0.0](https://github.com/DataDog/integrations-core/blob/master/suricata/CHANGELOG.md) **BREAKING CHANGE**
+* System Core [3.0.0](https://github.com/DataDog/integrations-core/blob/master/system_core/CHANGELOG.md) **BREAKING CHANGE**
+* System Swap [2.0.0](https://github.com/DataDog/integrations-core/blob/master/system_swap/CHANGELOG.md) **BREAKING CHANGE**
+* TCP [5.0.0](https://github.com/DataDog/integrations-core/blob/master/tcp_check/CHANGELOG.md) **BREAKING CHANGE**
+* TeamCity [5.0.0](https://github.com/DataDog/integrations-core/blob/master/teamcity/CHANGELOG.md) **BREAKING CHANGE**
+* Tekton [2.0.0](https://github.com/DataDog/integrations-core/blob/master/tekton/CHANGELOG.md) **BREAKING CHANGE**
+* Teleport [2.0.0](https://github.com/DataDog/integrations-core/blob/master/teleport/CHANGELOG.md) **BREAKING CHANGE**
+* Temporal [3.0.0](https://github.com/DataDog/integrations-core/blob/master/temporal/CHANGELOG.md) **BREAKING CHANGE**
+* Tenable [2.0.0](https://github.com/DataDog/integrations-core/blob/master/tenable/CHANGELOG.md) **BREAKING CHANGE**
+* Teradata [3.0.0](https://github.com/DataDog/integrations-core/blob/master/teradata/CHANGELOG.md) **BREAKING CHANGE**
+* tibco_ems [2.0.0](https://github.com/DataDog/integrations-core/blob/master/tibco_ems/CHANGELOG.md) **BREAKING CHANGE**
+* TLS [3.0.0](https://github.com/DataDog/integrations-core/blob/master/tls/CHANGELOG.md) **BREAKING CHANGE**
+* Tomcat [3.0.0](https://github.com/DataDog/integrations-core/blob/master/tomcat/CHANGELOG.md) **BREAKING CHANGE**
+* TorchServe [3.0.0](https://github.com/DataDog/integrations-core/blob/master/torchserve/CHANGELOG.md) **BREAKING CHANGE**
+* Traefik Mesh [2.0.0](https://github.com/DataDog/integrations-core/blob/master/traefik_mesh/CHANGELOG.md) **BREAKING CHANGE**
+* Traffic Server [3.0.0](https://github.com/DataDog/integrations-core/blob/master/traffic_server/CHANGELOG.md) **BREAKING CHANGE**
+* Twemproxy [2.0.0](https://github.com/DataDog/integrations-core/blob/master/twemproxy/CHANGELOG.md) **BREAKING CHANGE**
+* Twistlock [4.0.0](https://github.com/DataDog/integrations-core/blob/master/twistlock/CHANGELOG.md) **BREAKING CHANGE**
+* Varnish [3.0.0](https://github.com/DataDog/integrations-core/blob/master/varnish/CHANGELOG.md) **BREAKING CHANGE**
+* Vault [5.0.0](https://github.com/DataDog/integrations-core/blob/master/vault/CHANGELOG.md) **BREAKING CHANGE**
+* Vertica [5.0.0](https://github.com/DataDog/integrations-core/blob/master/vertica/CHANGELOG.md) **BREAKING CHANGE**
+* vLLM [2.0.0](https://github.com/DataDog/integrations-core/blob/master/vllm/CHANGELOG.md) **BREAKING CHANGE**
+* VoltDB [4.0.0](https://github.com/DataDog/integrations-core/blob/master/voltdb/CHANGELOG.md) **BREAKING CHANGE**
+* vSphere [7.7.0](https://github.com/DataDog/integrations-core/blob/master/vsphere/CHANGELOG.md)
+* Weaviate [3.0.0](https://github.com/DataDog/integrations-core/blob/master/weaviate/CHANGELOG.md) **BREAKING CHANGE**
+* WebLogic [2.0.0](https://github.com/DataDog/integrations-core/blob/master/weblogic/CHANGELOG.md) **BREAKING CHANGE**
+* Windows Event Log [4.0.0](https://github.com/DataDog/integrations-core/blob/master/win32_event_log/CHANGELOG.md) **BREAKING CHANGE**
+* Windows performance counters [3.0.0](https://github.com/DataDog/integrations-core/blob/master/windows_performance_counters/CHANGELOG.md) **BREAKING CHANGE**
+* Windows Service [5.0.0](https://github.com/DataDog/integrations-core/blob/master/windows_service/CHANGELOG.md) **BREAKING CHANGE**
+* WMI [2.0.0](https://github.com/DataDog/integrations-core/blob/master/wmi_check/CHANGELOG.md) **BREAKING CHANGE**
+* Yarn [6.0.0](https://github.com/DataDog/integrations-core/blob/master/yarn/CHANGELOG.md) **BREAKING CHANGE**
+* ZooKeeper [5.0.0](https://github.com/DataDog/integrations-core/blob/master/zk/CHANGELOG.md) **BREAKING CHANGE**
+
 ## Datadog Agent version [7.57.2](https://github.com/DataDog/datadog-agent/blob/master/CHANGELOG.rst#7572)
 
 * There were no integration updates for this version of the Agent.
diff --git a/AGENT_INTEGRATIONS.md b/AGENT_INTEGRATIONS.md
index c6e5d0c30f705..39805f6cabdba 100644
--- a/AGENT_INTEGRATIONS.md
+++ b/AGENT_INTEGRATIONS.md
@@ -1,3 +1,1226 @@
+## Datadog Agent version 7.60.1
+
+* datadog-active-directory: 4.0.0
+* datadog-activemq-xml: 5.0.0
+* datadog-activemq: 5.0.0
+* datadog-aerospike: 4.0.0
+* datadog-airflow: 6.1.0
+* datadog-amazon-msk: 6.0.0
+* datadog-ambari: 6.0.0
+* datadog-apache: 6.0.0
+* datadog-appgate-sdp: 1.0.0
+* datadog-arangodb: 3.1.0
+* datadog-argo-rollouts: 2.1.0
+* datadog-argo-workflows: 2.1.0
+* datadog-argocd: 3.1.0
+* datadog-aspdotnet: 4.0.0
+* datadog-avi-vantage: 5.1.0
+* datadog-aws-neuron: 2.0.1
+* datadog-azure-iot-edge: 6.0.0
+* datadog-boundary: 3.1.0
+* datadog-btrfs: 4.0.0
+* datadog-cacti: 4.0.0
+* datadog-calico: 4.0.0
+* datadog-cassandra-nodetool: 3.0.0
+* datadog-cassandra: 3.0.0
+* datadog-ceph: 4.0.0
+* datadog-cert-manager: 5.1.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.2.0
+* datadog-checks-dependency-provider: 3.0.0
+* datadog-checks-downloader: 6.1.0
+* datadog-cilium: 5.0.0
+* datadog-cisco-aci: 4.1.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 5.0.0
+* datadog-clickhouse: 5.0.0
+* datadog-cloud-foundry-api: 5.0.0
+* datadog-cloudera: 3.2.0
+* datadog-cockroachdb: 5.0.0
+* datadog-confluent-platform: 3.0.0
+* datadog-consul: 4.0.0
+* datadog-coredns: 5.0.0
+* datadog-couch: 8.0.0
+* datadog-couchbase: 5.0.0
+* datadog-crio: 4.0.0
+* datadog-datadog-cluster-agent: 5.1.0
+* datadog-dcgm: 3.1.0
+* datadog-directory: 4.0.0
+* datadog-disk: 7.0.0
+* datadog-dns-check: 5.0.0
+* datadog-dotnetclr: 4.0.0
+* datadog-druid: 4.0.0
+* datadog-ecs-fargate: 6.0.0
+* datadog-eks-fargate: 6.0.0
+* datadog-elastic: 8.0.0
+* datadog-envoy: 5.0.0
+* datadog-esxi: 3.0.0
+* datadog-etcd: 8.0.0
+* datadog-exchange-server: 4.0.0
+* datadog-external-dns: 5.0.0
+* datadog-flink: 3.0.0
+* datadog-fluentd: 5.0.0
+* datadog-fluxcd: 2.1.0
+* datadog-fly-io: 2.0.1
+* datadog-foundationdb: 3.0.0
+* datadog-gearmand: 5.0.0
+* datadog-gitlab-runner: 6.0.0
+* datadog-gitlab: 9.0.0
+* datadog-glusterfs: 3.0.1
+* datadog-go-expvar: 4.0.0
+* datadog-gunicorn: 4.0.0
+* datadog-haproxy: 7.0.0
+* datadog-harbor: 5.0.0
+* datadog-hazelcast: 6.0.0
+* datadog-hdfs-datanode: 6.0.0
+* datadog-hdfs-namenode: 6.0.0
+* datadog-hive: 2.1.0
+* datadog-hivemq: 2.1.0
+* datadog-http-check: 11.0.0
+* datadog-hudi: 4.0.0
+* datadog-hyperv: 3.0.0
+* datadog-ibm-ace: 4.0.0
+* datadog-ibm-db2: 4.0.0
+* datadog-ibm-i: 4.0.0
+* datadog-ibm-mq: 8.0.0
+* datadog-ibm-was: 5.0.0
+* datadog-ignite: 3.1.0
+* datadog-iis: 5.0.0
+* datadog-impala: 3.1.0
+* datadog-istio: 8.0.0
+* datadog-jboss-wildfly: 3.1.0
+* datadog-journald: 3.0.0
+* datadog-kafka-consumer: 6.1.0
+* datadog-kafka: 4.0.0
+* datadog-karpenter: 2.1.0
+* datadog-kong: 5.0.0
+* datadog-kube-apiserver-metrics: 6.0.0
+* datadog-kube-controller-manager: 7.0.0
+* datadog-kube-dns: 6.0.0
+* datadog-kube-metrics-server: 5.0.0
+* datadog-kube-proxy: 8.0.0
+* datadog-kube-scheduler: 6.0.0
+* datadog-kubeflow: 1.0.0
+* datadog-kubelet: 9.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.1.0
+* datadog-kubernetes-state: 10.0.0
+* datadog-kubevirt-api: 1.0.0
+* datadog-kubevirt-controller: 1.0.0
+* datadog-kubevirt-handler: 1.0.0
+* datadog-kyototycoon: 4.0.0
+* datadog-kyverno: 2.1.0
+* datadog-lighttpd: 5.0.0
+* datadog-linkerd: 6.0.0
+* datadog-linux-proc-extras: 4.0.0
+* datadog-mapr: 3.0.0
+* datadog-mapreduce: 6.0.0
+* datadog-marathon: 4.0.0
+* datadog-marklogic: 6.0.0
+* datadog-mcache: 6.0.0
+* datadog-mesos-master: 5.0.0
+* datadog-mesos-slave: 5.0.0
+* datadog-mongo: 8.2.1
+* datadog-mysql: 14.2.0
+* datadog-nagios: 3.0.0
+* datadog-network: 5.1.0
+* datadog-nfsstat: 3.0.0
+* datadog-nginx-ingress-controller: 4.0.0
+* datadog-nginx: 8.0.0
+* datadog-nvidia-triton: 2.1.0
+* datadog-openldap: 3.0.0
+* datadog-openmetrics: 6.0.0
+* datadog-openstack-controller: 8.0.0
+* datadog-openstack: 4.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 3.0.0
+* datadog-pdh-check: 4.0.0
+* datadog-pgbouncer: 8.0.0
+* datadog-php-fpm: 5.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 3.0.0
+* datadog-postgres: 22.2.0
+* datadog-powerdns-recursor: 4.0.0
+* datadog-presto: 3.1.0
+* datadog-process: 5.0.0
+* datadog-prometheus: 5.0.0
+* datadog-proxysql: 7.0.0
+* datadog-pulsar: 3.1.0
+* datadog-rabbitmq: 7.0.0
+* datadog-ray: 2.1.0
+* datadog-redisdb: 7.0.0
+* datadog-rethinkdb: 5.0.0
+* datadog-riak: 5.0.0
+* datadog-riakcs: 4.0.0
+* datadog-sap-hana: 5.0.0
+* datadog-scylla: 4.0.0
+* datadog-sidekiq: 3.0.0
+* datadog-silk: 4.0.0
+* datadog-singlestore: 4.0.0
+* datadog-slurm: 1.0.1
+* datadog-snmp: 9.0.0
+* datadog-snowflake: 7.0.0
+* datadog-solr: 2.1.0
+* datadog-sonarqube: 5.0.0
+* datadog-spark: 6.1.0
+* datadog-sqlserver: 20.1.1
+* datadog-squid: 4.0.0
+* datadog-ssh-check: 4.0.0
+* datadog-statsd: 3.0.0
+* datadog-strimzi: 3.1.0
+* datadog-supervisord: 4.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 4.0.0
+* datadog-system-swap: 3.0.0
+* datadog-tcp-check: 6.0.0
+* datadog-teamcity: 6.0.0
+* datadog-tekton: 2.1.0
+* datadog-teleport: 2.1.0
+* datadog-temporal: 3.1.0
+* datadog-tenable: 3.0.0
+* datadog-teradata: 4.0.0
+* datadog-tibco-ems: 2.1.0
+* datadog-tls: 4.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 4.0.0
+* datadog-torchserve: 3.1.0
+* datadog-traefik-mesh: 2.1.0
+* datadog-traffic-server: 3.1.0
+* datadog-twemproxy: 3.0.0
+* datadog-twistlock: 5.0.0
+* datadog-varnish: 4.0.0
+* datadog-vault: 6.0.0
+* datadog-vertica: 6.0.0
+* datadog-vllm: 2.1.0
+* datadog-voltdb: 5.0.0
+* datadog-vsphere: 8.0.1
+* datadog-weaviate: 3.1.0
+* datadog-weblogic: 3.0.0
+* datadog-win32-event-log: 5.0.0
+* datadog-windows-performance-counters: 3.1.0
+* datadog-windows-service: 6.0.0
+* datadog-wmi-check: 3.0.0
+* datadog-yarn: 7.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 6.0.0
+
+## Datadog Agent version 7.60.0
+
+* datadog-active-directory: 4.0.0
+* datadog-activemq-xml: 5.0.0
+* datadog-activemq: 5.0.0
+* datadog-aerospike: 4.0.0
+* datadog-airflow: 6.1.0
+* datadog-amazon-msk: 6.0.0
+* datadog-ambari: 6.0.0
+* datadog-apache: 6.0.0
+* datadog-appgate-sdp: 1.0.0
+* datadog-arangodb: 3.1.0
+* datadog-argo-rollouts: 2.1.0
+* datadog-argo-workflows: 2.1.0
+* datadog-argocd: 3.1.0
+* datadog-aspdotnet: 4.0.0
+* datadog-avi-vantage: 5.1.0
+* datadog-aws-neuron: 2.0.1
+* datadog-azure-iot-edge: 6.0.0
+* datadog-boundary: 3.1.0
+* datadog-btrfs: 4.0.0
+* datadog-cacti: 4.0.0
+* datadog-calico: 4.0.0
+* datadog-cassandra-nodetool: 3.0.0
+* datadog-cassandra: 3.0.0
+* datadog-ceph: 4.0.0
+* datadog-cert-manager: 5.1.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.2.0
+* datadog-checks-dependency-provider: 3.0.0
+* datadog-checks-downloader: 6.1.0
+* datadog-cilium: 5.0.0
+* datadog-cisco-aci: 4.1.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 5.0.0
+* datadog-clickhouse: 5.0.0
+* datadog-cloud-foundry-api: 5.0.0
+* datadog-cloudera: 3.2.0
+* datadog-cockroachdb: 5.0.0
+* datadog-confluent-platform: 3.0.0
+* datadog-consul: 4.0.0
+* datadog-coredns: 5.0.0
+* datadog-couch: 8.0.0
+* datadog-couchbase: 5.0.0
+* datadog-crio: 4.0.0
+* datadog-datadog-cluster-agent: 5.1.0
+* datadog-dcgm: 3.1.0
+* datadog-directory: 4.0.0
+* datadog-disk: 7.0.0
+* datadog-dns-check: 5.0.0
+* datadog-dotnetclr: 4.0.0
+* datadog-druid: 4.0.0
+* datadog-ecs-fargate: 6.0.0
+* datadog-eks-fargate: 6.0.0
+* datadog-elastic: 8.0.0
+* datadog-envoy: 5.0.0
+* datadog-esxi: 3.0.0
+* datadog-etcd: 8.0.0
+* datadog-exchange-server: 4.0.0
+* datadog-external-dns: 5.0.0
+* datadog-flink: 3.0.0
+* datadog-fluentd: 5.0.0
+* datadog-fluxcd: 2.1.0
+* datadog-fly-io: 2.0.1
+* datadog-foundationdb: 3.0.0
+* datadog-gearmand: 5.0.0
+* datadog-gitlab-runner: 6.0.0
+* datadog-gitlab: 9.0.0
+* datadog-glusterfs: 3.0.1
+* datadog-go-expvar: 4.0.0
+* datadog-gunicorn: 4.0.0
+* datadog-haproxy: 7.0.0
+* datadog-harbor: 5.0.0
+* datadog-hazelcast: 6.0.0
+* datadog-hdfs-datanode: 6.0.0
+* datadog-hdfs-namenode: 6.0.0
+* datadog-hive: 2.1.0
+* datadog-hivemq: 2.1.0
+* datadog-http-check: 11.0.0
+* datadog-hudi: 4.0.0
+* datadog-hyperv: 3.0.0
+* datadog-ibm-ace: 4.0.0
+* datadog-ibm-db2: 4.0.0
+* datadog-ibm-i: 4.0.0
+* datadog-ibm-mq: 8.0.0
+* datadog-ibm-was: 5.0.0
+* datadog-ignite: 3.1.0
+* datadog-iis: 5.0.0
+* datadog-impala: 3.1.0
+* datadog-istio: 8.0.0
+* datadog-jboss-wildfly: 3.1.0
+* datadog-journald: 3.0.0
+* datadog-kafka-consumer: 6.1.0
+* datadog-kafka: 4.0.0
+* datadog-karpenter: 2.1.0
+* datadog-kong: 5.0.0
+* datadog-kube-apiserver-metrics: 6.0.0
+* datadog-kube-controller-manager: 7.0.0
+* datadog-kube-dns: 6.0.0
+* datadog-kube-metrics-server: 5.0.0
+* datadog-kube-proxy: 8.0.0
+* datadog-kube-scheduler: 6.0.0
+* datadog-kubeflow: 1.0.0
+* datadog-kubelet: 9.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.1.0
+* datadog-kubernetes-state: 10.0.0
+* datadog-kubevirt-api: 1.0.0
+* datadog-kubevirt-controller: 1.0.0
+* datadog-kubevirt-handler: 1.0.0
+* datadog-kyototycoon: 4.0.0
+* datadog-kyverno: 2.1.0
+* datadog-lighttpd: 5.0.0
+* datadog-linkerd: 6.0.0
+* datadog-linux-proc-extras: 4.0.0
+* datadog-mapr: 3.0.0
+* datadog-mapreduce: 6.0.0
+* datadog-marathon: 4.0.0
+* datadog-marklogic: 6.0.0
+* datadog-mcache: 6.0.0
+* datadog-mesos-master: 5.0.0
+* datadog-mesos-slave: 5.0.0
+* datadog-mongo: 8.2.1
+* datadog-mysql: 14.2.0
+* datadog-nagios: 3.0.0
+* datadog-network: 5.1.0
+* datadog-nfsstat: 3.0.0
+* datadog-nginx-ingress-controller: 4.0.0
+* datadog-nginx: 8.0.0
+* datadog-nvidia-triton: 2.1.0
+* datadog-openldap: 3.0.0
+* datadog-openmetrics: 6.0.0
+* datadog-openstack-controller: 8.0.0
+* datadog-openstack: 4.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 3.0.0
+* datadog-pdh-check: 4.0.0
+* datadog-pgbouncer: 8.0.0
+* datadog-php-fpm: 5.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 3.0.0
+* datadog-postgres: 22.2.0
+* datadog-powerdns-recursor: 4.0.0
+* datadog-presto: 3.1.0
+* datadog-process: 5.0.0
+* datadog-prometheus: 5.0.0
+* datadog-proxysql: 7.0.0
+* datadog-pulsar: 3.1.0
+* datadog-rabbitmq: 7.0.0
+* datadog-ray: 2.1.0
+* datadog-redisdb: 7.0.0
+* datadog-rethinkdb: 5.0.0
+* datadog-riak: 5.0.0
+* datadog-riakcs: 4.0.0
+* datadog-sap-hana: 5.0.0
+* datadog-scylla: 4.0.0
+* datadog-sidekiq: 3.0.0
+* datadog-silk: 4.0.0
+* datadog-singlestore: 4.0.0
+* datadog-slurm: 1.0.1
+* datadog-snmp: 9.0.0
+* datadog-snowflake: 7.0.0
+* datadog-solr: 2.1.0
+* datadog-sonarqube: 5.0.0
+* datadog-spark: 6.1.0
+* datadog-sqlserver: 20.1.1
+* datadog-squid: 4.0.0
+* datadog-ssh-check: 4.0.0
+* datadog-statsd: 3.0.0
+* datadog-strimzi: 3.1.0
+* datadog-supervisord: 4.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 4.0.0
+* datadog-system-swap: 3.0.0
+* datadog-tcp-check: 6.0.0
+* datadog-teamcity: 6.0.0
+* datadog-tekton: 2.1.0
+* datadog-teleport: 2.1.0
+* datadog-temporal: 3.1.0
+* datadog-tenable: 3.0.0
+* datadog-teradata: 4.0.0
+* datadog-tibco-ems: 2.1.0
+* datadog-tls: 4.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 4.0.0
+* datadog-torchserve: 3.1.0
+* datadog-traefik-mesh: 2.1.0
+* datadog-traffic-server: 3.1.0
+* datadog-twemproxy: 3.0.0
+* datadog-twistlock: 5.0.0
+* datadog-varnish: 4.0.0
+* datadog-vault: 6.0.0
+* datadog-vertica: 6.0.0
+* datadog-vllm: 2.1.0
+* datadog-voltdb: 5.0.0
+* datadog-vsphere: 8.0.1
+* datadog-weaviate: 3.1.0
+* datadog-weblogic: 3.0.0
+* datadog-win32-event-log: 5.0.0
+* datadog-windows-performance-counters: 3.1.0
+* datadog-windows-service: 6.0.0
+* datadog-wmi-check: 3.0.0
+* datadog-yarn: 7.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 6.0.0
+
+## Datadog Agent version 7.59.0
+
+* datadog-active-directory: 4.0.0
+* datadog-activemq-xml: 5.0.0
+* datadog-activemq: 5.0.0
+* datadog-aerospike: 4.0.0
+* datadog-airflow: 6.1.0
+* datadog-amazon-msk: 6.0.0
+* datadog-ambari: 6.0.0
+* datadog-apache: 6.0.0
+* datadog-appgate-sdp: 1.0.0
+* datadog-arangodb: 3.1.0
+* datadog-argo-rollouts: 2.1.0
+* datadog-argo-workflows: 2.1.0
+* datadog-argocd: 3.1.0
+* datadog-aspdotnet: 4.0.0
+* datadog-avi-vantage: 5.1.0
+* datadog-aws-neuron: 2.0.1
+* datadog-azure-iot-edge: 6.0.0
+* datadog-boundary: 3.1.0
+* datadog-btrfs: 4.0.0
+* datadog-cacti: 4.0.0
+* datadog-calico: 4.0.0
+* datadog-cassandra-nodetool: 3.0.0
+* datadog-cassandra: 3.0.0
+* datadog-ceph: 4.0.0
+* datadog-cert-manager: 5.1.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.1.0
+* datadog-checks-dependency-provider: 3.0.0
+* datadog-checks-downloader: 6.0.0
+* datadog-cilium: 5.0.0
+* datadog-cisco-aci: 4.0.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 5.0.0
+* datadog-clickhouse: 5.0.0
+* datadog-cloud-foundry-api: 5.0.0
+* datadog-cloudera: 3.1.0
+* datadog-cockroachdb: 5.0.0
+* datadog-confluent-platform: 3.0.0
+* datadog-consul: 4.0.0
+* datadog-coredns: 5.0.0
+* datadog-couch: 8.0.0
+* datadog-couchbase: 5.0.0
+* datadog-crio: 4.0.0
+* datadog-datadog-cluster-agent: 5.0.0
+* datadog-dcgm: 3.1.0
+* datadog-directory: 4.0.0
+* datadog-disk: 7.0.0
+* datadog-dns-check: 5.0.0
+* datadog-dotnetclr: 4.0.0
+* datadog-druid: 4.0.0
+* datadog-ecs-fargate: 6.0.0
+* datadog-eks-fargate: 6.0.0
+* datadog-elastic: 8.0.0
+* datadog-envoy: 5.0.0
+* datadog-esxi: 3.0.0
+* datadog-etcd: 8.0.0
+* datadog-exchange-server: 4.0.0
+* datadog-external-dns: 5.0.0
+* datadog-flink: 3.0.0
+* datadog-fluentd: 5.0.0
+* datadog-fluxcd: 2.1.0
+* datadog-fly-io: 2.0.1
+* datadog-foundationdb: 3.0.0
+* datadog-gearmand: 5.0.0
+* datadog-gitlab-runner: 6.0.0
+* datadog-gitlab: 9.0.0
+* datadog-glusterfs: 3.0.1
+* datadog-go-expvar: 4.0.0
+* datadog-gunicorn: 4.0.0
+* datadog-haproxy: 7.0.0
+* datadog-harbor: 5.0.0
+* datadog-hazelcast: 6.0.0
+* datadog-hdfs-datanode: 6.0.0
+* datadog-hdfs-namenode: 6.0.0
+* datadog-hive: 2.1.0
+* datadog-hivemq: 2.1.0
+* datadog-http-check: 11.0.0
+* datadog-hudi: 4.0.0
+* datadog-hyperv: 3.0.0
+* datadog-ibm-ace: 4.0.0
+* datadog-ibm-db2: 4.0.0
+* datadog-ibm-i: 4.0.0
+* datadog-ibm-mq: 8.0.0
+* datadog-ibm-was: 5.0.0
+* datadog-ignite: 3.1.0
+* datadog-iis: 5.0.0
+* datadog-impala: 3.1.0
+* datadog-istio: 8.0.0
+* datadog-jboss-wildfly: 3.1.0
+* datadog-journald: 3.0.0
+* datadog-kafka-consumer: 6.0.0
+* datadog-kafka: 4.0.0
+* datadog-karpenter: 2.1.0
+* datadog-kong: 5.0.0
+* datadog-kube-apiserver-metrics: 6.0.0
+* datadog-kube-controller-manager: 7.0.0
+* datadog-kube-dns: 6.0.0
+* datadog-kube-metrics-server: 5.0.0
+* datadog-kube-proxy: 8.0.0
+* datadog-kube-scheduler: 6.0.0
+* datadog-kubeflow: 1.0.0
+* datadog-kubelet: 9.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.1.0
+* datadog-kubernetes-state: 10.0.0
+* datadog-kubevirt-api: 1.0.0
+* datadog-kubevirt-controller: 1.0.0
+* datadog-kubevirt-handler: 1.0.0
+* datadog-kyototycoon: 4.0.0
+* datadog-kyverno: 2.1.0
+* datadog-lighttpd: 5.0.0
+* datadog-linkerd: 6.0.0
+* datadog-linux-proc-extras: 4.0.0
+* datadog-mapr: 3.0.0
+* datadog-mapreduce: 6.0.0
+* datadog-marathon: 4.0.0
+* datadog-marklogic: 6.0.0
+* datadog-mcache: 6.0.0
+* datadog-mesos-master: 5.0.0
+* datadog-mesos-slave: 5.0.0
+* datadog-mongo: 8.1.0
+* datadog-mysql: 14.0.0
+* datadog-nagios: 3.0.0
+* datadog-network: 5.0.0
+* datadog-nfsstat: 3.0.0
+* datadog-nginx-ingress-controller: 4.0.0
+* datadog-nginx: 8.0.0
+* datadog-nvidia-triton: 2.1.0
+* datadog-openldap: 3.0.0
+* datadog-openmetrics: 6.0.0
+* datadog-openstack-controller: 8.0.0
+* datadog-openstack: 4.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 3.0.0
+* datadog-pdh-check: 4.0.0
+* datadog-pgbouncer: 8.0.0
+* datadog-php-fpm: 5.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 3.0.0
+* datadog-postgres: 22.0.3
+* datadog-powerdns-recursor: 4.0.0
+* datadog-presto: 3.1.0
+* datadog-process: 5.0.0
+* datadog-prometheus: 5.0.0
+* datadog-proxysql: 7.0.0
+* datadog-pulsar: 3.1.0
+* datadog-rabbitmq: 7.0.0
+* datadog-ray: 2.1.0
+* datadog-redisdb: 7.0.0
+* datadog-rethinkdb: 5.0.0
+* datadog-riak: 5.0.0
+* datadog-riakcs: 4.0.0
+* datadog-sap-hana: 5.0.0
+* datadog-scylla: 4.0.0
+* datadog-sidekiq: 3.0.0
+* datadog-silk: 4.0.0
+* datadog-singlestore: 4.0.0
+* datadog-snmp: 9.0.0
+* datadog-snowflake: 7.0.0
+* datadog-solr: 2.1.0
+* datadog-sonarqube: 5.0.0
+* datadog-spark: 6.0.0
+* datadog-sqlserver: 20.0.0
+* datadog-squid: 4.0.0
+* datadog-ssh-check: 4.0.0
+* datadog-statsd: 3.0.0
+* datadog-strimzi: 3.1.0
+* datadog-supervisord: 4.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 4.0.0
+* datadog-system-swap: 3.0.0
+* datadog-tcp-check: 6.0.0
+* datadog-teamcity: 6.0.0
+* datadog-tekton: 2.1.0
+* datadog-teleport: 2.1.0
+* datadog-temporal: 3.1.0
+* datadog-tenable: 3.0.0
+* datadog-teradata: 4.0.0
+* datadog-tibco-ems: 2.1.0
+* datadog-tls: 4.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 4.0.0
+* datadog-torchserve: 3.1.0
+* datadog-traefik-mesh: 2.1.0
+* datadog-traffic-server: 3.1.0
+* datadog-twemproxy: 3.0.0
+* datadog-twistlock: 5.0.0
+* datadog-varnish: 4.0.0
+* datadog-vault: 6.0.0
+* datadog-vertica: 6.0.0
+* datadog-vllm: 2.1.0
+* datadog-voltdb: 5.0.0
+* datadog-vsphere: 8.0.0
+* datadog-weaviate: 3.1.0
+* datadog-weblogic: 3.0.0
+* datadog-win32-event-log: 5.0.0
+* datadog-windows-performance-counters: 3.1.0
+* datadog-windows-service: 6.0.0
+* datadog-wmi-check: 3.0.0
+* datadog-yarn: 7.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 6.0.0
+
+## Datadog Agent version 7.58.2
+
+* datadog-active-directory: 3.0.0
+* datadog-activemq-xml: 4.0.0
+* datadog-activemq: 4.0.0
+* datadog-aerospike: 3.0.0
+* datadog-airflow: 6.0.0
+* datadog-amazon-msk: 5.0.0
+* datadog-ambari: 5.0.0
+* datadog-apache: 5.0.0
+* datadog-arangodb: 3.0.0
+* datadog-argo-rollouts: 2.0.0
+* datadog-argo-workflows: 2.0.0
+* datadog-argocd: 3.0.0
+* datadog-aspdotnet: 3.0.0
+* datadog-avi-vantage: 5.0.0
+* datadog-aws-neuron: 2.0.0
+* datadog-azure-iot-edge: 5.0.0
+* datadog-boundary: 3.0.0
+* datadog-btrfs: 3.0.0
+* datadog-cacti: 3.0.0
+* datadog-calico: 3.0.0
+* datadog-cassandra-nodetool: 2.0.0
+* datadog-cassandra: 2.0.0
+* datadog-ceph: 3.0.0
+* datadog-cert-manager: 5.0.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.0.0
+* datadog-checks-dependency-provider: 2.0.0
+* datadog-checks-downloader: 5.0.0
+* datadog-cilium: 4.0.0
+* datadog-cisco-aci: 3.0.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 4.0.0
+* datadog-clickhouse: 4.0.0
+* datadog-cloud-foundry-api: 4.0.0
+* datadog-cloudera: 3.0.0
+* datadog-cockroachdb: 4.0.0
+* datadog-confluent-platform: 2.0.0
+* datadog-consul: 3.0.0
+* datadog-coredns: 4.0.0
+* datadog-couch: 7.0.0
+* datadog-couchbase: 4.0.0
+* datadog-crio: 3.0.0
+* datadog-datadog-cluster-agent: 4.0.0
+* datadog-dcgm: 3.0.0
+* datadog-directory: 3.0.0
+* datadog-disk: 6.0.0
+* datadog-dns-check: 4.0.0
+* datadog-dotnetclr: 3.0.0
+* datadog-druid: 3.0.0
+* datadog-ecs-fargate: 5.0.0
+* datadog-eks-fargate: 5.0.0
+* datadog-elastic: 7.0.0
+* datadog-envoy: 4.0.0
+* datadog-esxi: 2.0.0
+* datadog-etcd: 7.0.0
+* datadog-exchange-server: 3.0.0
+* datadog-external-dns: 4.0.0
+* datadog-flink: 2.0.0
+* datadog-fluentd: 4.0.0
+* datadog-fluxcd: 2.0.0
+* datadog-fly-io: 2.0.0
+* datadog-foundationdb: 2.0.0
+* datadog-gearmand: 4.0.0
+* datadog-gitlab-runner: 5.0.0
+* datadog-gitlab: 8.0.0
+* datadog-glusterfs: 2.0.0
+* datadog-go-expvar: 3.0.0
+* datadog-gunicorn: 3.0.0
+* datadog-haproxy: 6.0.0
+* datadog-harbor: 4.0.0
+* datadog-hazelcast: 5.0.0
+* datadog-hdfs-datanode: 5.0.0
+* datadog-hdfs-namenode: 5.0.0
+* datadog-hive: 2.0.0
+* datadog-hivemq: 2.0.0
+* datadog-http-check: 10.0.0
+* datadog-hudi: 3.0.0
+* datadog-hyperv: 2.0.0
+* datadog-ibm-ace: 3.0.0
+* datadog-ibm-db2: 3.0.0
+* datadog-ibm-i: 3.0.0
+* datadog-ibm-mq: 7.0.0
+* datadog-ibm-was: 4.0.0
+* datadog-ignite: 3.0.0
+* datadog-iis: 4.0.0
+* datadog-impala: 3.0.0
+* datadog-istio: 7.0.0
+* datadog-jboss-wildfly: 3.0.0
+* datadog-journald: 2.0.0
+* datadog-kafka-consumer: 5.0.0
+* datadog-kafka: 3.0.0
+* datadog-karpenter: 2.0.0
+* datadog-kong: 4.0.0
+* datadog-kube-apiserver-metrics: 5.0.0
+* datadog-kube-controller-manager: 6.0.0
+* datadog-kube-dns: 5.0.0
+* datadog-kube-metrics-server: 4.0.0
+* datadog-kube-proxy: 7.0.0
+* datadog-kube-scheduler: 5.0.0
+* datadog-kubelet: 8.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.0.0
+* datadog-kubernetes-state: 9.0.0
+* datadog-kyototycoon: 3.0.0
+* datadog-kyverno: 2.0.0
+* datadog-lighttpd: 4.0.0
+* datadog-linkerd: 5.0.0
+* datadog-linux-proc-extras: 3.0.0
+* datadog-mapr: 2.0.0
+* datadog-mapreduce: 5.0.0
+* datadog-marathon: 3.0.0
+* datadog-marklogic: 5.0.0
+* datadog-mcache: 5.0.0
+* datadog-mesos-master: 4.0.0
+* datadog-mesos-slave: 4.0.0
+* datadog-mongo: 7.0.0
+* datadog-mysql: 13.0.0
+* datadog-nagios: 2.0.0
+* datadog-network: 4.1.0
+* datadog-nfsstat: 2.0.0
+* datadog-nginx-ingress-controller: 3.0.0
+* datadog-nginx: 7.0.0
+* datadog-nvidia-triton: 2.0.0
+* datadog-openldap: 2.0.0
+* datadog-openmetrics: 5.0.0
+* datadog-openstack-controller: 7.0.0
+* datadog-openstack: 3.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 2.0.0
+* datadog-pdh-check: 3.0.0
+* datadog-pgbouncer: 7.0.0
+* datadog-php-fpm: 4.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 2.0.0
+* datadog-postgres: 21.0.0
+* datadog-powerdns-recursor: 3.0.0
+* datadog-presto: 3.0.0
+* datadog-process: 4.0.0
+* datadog-prometheus: 4.0.0
+* datadog-proxysql: 6.0.0
+* datadog-pulsar: 3.0.0
+* datadog-rabbitmq: 6.0.0
+* datadog-ray: 2.0.0
+* datadog-redisdb: 6.0.0
+* datadog-rethinkdb: 4.0.0
+* datadog-riak: 4.0.0
+* datadog-riakcs: 3.0.0
+* datadog-sap-hana: 4.0.0
+* datadog-scylla: 3.0.0
+* datadog-sidekiq: 2.0.0
+* datadog-silk: 3.0.0
+* datadog-singlestore: 3.0.0
+* datadog-snmp: 8.0.0
+* datadog-snowflake: 6.0.0
+* datadog-solr: 2.0.0
+* datadog-sonarqube: 4.0.0
+* datadog-spark: 5.0.0
+* datadog-sqlserver: 18.0.1
+* datadog-squid: 3.0.0
+* datadog-ssh-check: 3.0.0
+* datadog-statsd: 2.0.0
+* datadog-strimzi: 3.0.0
+* datadog-supervisord: 3.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 3.0.0
+* datadog-system-swap: 2.0.0
+* datadog-tcp-check: 5.0.0
+* datadog-teamcity: 5.0.0
+* datadog-tekton: 2.0.0
+* datadog-teleport: 2.0.0
+* datadog-temporal: 3.0.0
+* datadog-tenable: 2.0.0
+* datadog-teradata: 3.0.0
+* datadog-tibco-ems: 2.0.0
+* datadog-tls: 3.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 3.0.0
+* datadog-torchserve: 3.0.0
+* datadog-traefik-mesh: 2.0.0
+* datadog-traffic-server: 3.0.0
+* datadog-twemproxy: 2.0.0
+* datadog-twistlock: 4.0.0
+* datadog-varnish: 3.0.0
+* datadog-vault: 5.0.0
+* datadog-vertica: 5.0.0
+* datadog-vllm: 2.0.0
+* datadog-voltdb: 4.0.0
+* datadog-vsphere: 7.7.0
+* datadog-weaviate: 3.0.0
+* datadog-weblogic: 2.0.0
+* datadog-win32-event-log: 4.0.0
+* datadog-windows-performance-counters: 3.0.0
+* datadog-windows-service: 5.0.0
+* datadog-wmi-check: 2.0.0
+* datadog-yarn: 6.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 5.0.0
+
+## Datadog Agent version 7.58.1
+
+* datadog-active-directory: 3.0.0
+* datadog-activemq-xml: 4.0.0
+* datadog-activemq: 4.0.0
+* datadog-aerospike: 3.0.0
+* datadog-airflow: 6.0.0
+* datadog-amazon-msk: 5.0.0
+* datadog-ambari: 5.0.0
+* datadog-apache: 5.0.0
+* datadog-arangodb: 3.0.0
+* datadog-argo-rollouts: 2.0.0
+* datadog-argo-workflows: 2.0.0
+* datadog-argocd: 3.0.0
+* datadog-aspdotnet: 3.0.0
+* datadog-avi-vantage: 5.0.0
+* datadog-aws-neuron: 2.0.0
+* datadog-azure-iot-edge: 5.0.0
+* datadog-boundary: 3.0.0
+* datadog-btrfs: 3.0.0
+* datadog-cacti: 3.0.0
+* datadog-calico: 3.0.0
+* datadog-cassandra-nodetool: 2.0.0
+* datadog-cassandra: 2.0.0
+* datadog-ceph: 3.0.0
+* datadog-cert-manager: 5.0.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.0.0
+* datadog-checks-dependency-provider: 2.0.0
+* datadog-checks-downloader: 5.0.0
+* datadog-cilium: 4.0.0
+* datadog-cisco-aci: 3.0.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 4.0.0
+* datadog-clickhouse: 4.0.0
+* datadog-cloud-foundry-api: 4.0.0
+* datadog-cloudera: 3.0.0
+* datadog-cockroachdb: 4.0.0
+* datadog-confluent-platform: 2.0.0
+* datadog-consul: 3.0.0
+* datadog-coredns: 4.0.0
+* datadog-couch: 7.0.0
+* datadog-couchbase: 4.0.0
+* datadog-crio: 3.0.0
+* datadog-datadog-cluster-agent: 4.0.0
+* datadog-dcgm: 3.0.0
+* datadog-directory: 3.0.0
+* datadog-disk: 6.0.0
+* datadog-dns-check: 4.0.0
+* datadog-dotnetclr: 3.0.0
+* datadog-druid: 3.0.0
+* datadog-ecs-fargate: 5.0.0
+* datadog-eks-fargate: 5.0.0
+* datadog-elastic: 7.0.0
+* datadog-envoy: 4.0.0
+* datadog-esxi: 2.0.0
+* datadog-etcd: 7.0.0
+* datadog-exchange-server: 3.0.0
+* datadog-external-dns: 4.0.0
+* datadog-flink: 2.0.0
+* datadog-fluentd: 4.0.0
+* datadog-fluxcd: 2.0.0
+* datadog-fly-io: 2.0.0
+* datadog-foundationdb: 2.0.0
+* datadog-gearmand: 4.0.0
+* datadog-gitlab-runner: 5.0.0
+* datadog-gitlab: 8.0.0
+* datadog-glusterfs: 2.0.0
+* datadog-go-expvar: 3.0.0
+* datadog-gunicorn: 3.0.0
+* datadog-haproxy: 6.0.0
+* datadog-harbor: 4.0.0
+* datadog-hazelcast: 5.0.0
+* datadog-hdfs-datanode: 5.0.0
+* datadog-hdfs-namenode: 5.0.0
+* datadog-hive: 2.0.0
+* datadog-hivemq: 2.0.0
+* datadog-http-check: 10.0.0
+* datadog-hudi: 3.0.0
+* datadog-hyperv: 2.0.0
+* datadog-ibm-ace: 3.0.0
+* datadog-ibm-db2: 3.0.0
+* datadog-ibm-i: 3.0.0
+* datadog-ibm-mq: 7.0.0
+* datadog-ibm-was: 4.0.0
+* datadog-ignite: 3.0.0
+* datadog-iis: 4.0.0
+* datadog-impala: 3.0.0
+* datadog-istio: 7.0.0
+* datadog-jboss-wildfly: 3.0.0
+* datadog-journald: 2.0.0
+* datadog-kafka-consumer: 5.0.0
+* datadog-kafka: 3.0.0
+* datadog-karpenter: 2.0.0
+* datadog-kong: 4.0.0
+* datadog-kube-apiserver-metrics: 5.0.0
+* datadog-kube-controller-manager: 6.0.0
+* datadog-kube-dns: 5.0.0
+* datadog-kube-metrics-server: 4.0.0
+* datadog-kube-proxy: 7.0.0
+* datadog-kube-scheduler: 5.0.0
+* datadog-kubelet: 8.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.0.0
+* datadog-kubernetes-state: 9.0.0
+* datadog-kyototycoon: 3.0.0
+* datadog-kyverno: 2.0.0
+* datadog-lighttpd: 4.0.0
+* datadog-linkerd: 5.0.0
+* datadog-linux-proc-extras: 3.0.0
+* datadog-mapr: 2.0.0
+* datadog-mapreduce: 5.0.0
+* datadog-marathon: 3.0.0
+* datadog-marklogic: 5.0.0
+* datadog-mcache: 5.0.0
+* datadog-mesos-master: 4.0.0
+* datadog-mesos-slave: 4.0.0
+* datadog-mongo: 7.0.0
+* datadog-mysql: 13.0.0
+* datadog-nagios: 2.0.0
+* datadog-network: 4.1.0
+* datadog-nfsstat: 2.0.0
+* datadog-nginx-ingress-controller: 3.0.0
+* datadog-nginx: 7.0.0
+* datadog-nvidia-triton: 2.0.0
+* datadog-openldap: 2.0.0
+* datadog-openmetrics: 5.0.0
+* datadog-openstack-controller: 7.0.0
+* datadog-openstack: 3.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 2.0.0
+* datadog-pdh-check: 3.0.0
+* datadog-pgbouncer: 7.0.0
+* datadog-php-fpm: 4.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 2.0.0
+* datadog-postgres: 21.0.0
+* datadog-powerdns-recursor: 3.0.0
+* datadog-presto: 3.0.0
+* datadog-process: 4.0.0
+* datadog-prometheus: 4.0.0
+* datadog-proxysql: 6.0.0
+* datadog-pulsar: 3.0.0
+* datadog-rabbitmq: 6.0.0
+* datadog-ray: 2.0.0
+* datadog-redisdb: 6.0.0
+* datadog-rethinkdb: 4.0.0
+* datadog-riak: 4.0.0
+* datadog-riakcs: 3.0.0
+* datadog-sap-hana: 4.0.0
+* datadog-scylla: 3.0.0
+* datadog-sidekiq: 2.0.0
+* datadog-silk: 3.0.0
+* datadog-singlestore: 3.0.0
+* datadog-snmp: 8.0.0
+* datadog-snowflake: 6.0.0
+* datadog-solr: 2.0.0
+* datadog-sonarqube: 4.0.0
+* datadog-spark: 5.0.0
+* datadog-sqlserver: 18.0.1
+* datadog-squid: 3.0.0
+* datadog-ssh-check: 3.0.0
+* datadog-statsd: 2.0.0
+* datadog-strimzi: 3.0.0
+* datadog-supervisord: 3.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 3.0.0
+* datadog-system-swap: 2.0.0
+* datadog-tcp-check: 5.0.0
+* datadog-teamcity: 5.0.0
+* datadog-tekton: 2.0.0
+* datadog-teleport: 2.0.0
+* datadog-temporal: 3.0.0
+* datadog-tenable: 2.0.0
+* datadog-teradata: 3.0.0
+* datadog-tibco-ems: 2.0.0
+* datadog-tls: 3.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 3.0.0
+* datadog-torchserve: 3.0.0
+* datadog-traefik-mesh: 2.0.0
+* datadog-traffic-server: 3.0.0
+* datadog-twemproxy: 2.0.0
+* datadog-twistlock: 4.0.0
+* datadog-varnish: 3.0.0
+* datadog-vault: 5.0.0
+* datadog-vertica: 5.0.0
+* datadog-vllm: 2.0.0
+* datadog-voltdb: 4.0.0
+* datadog-vsphere: 7.7.0
+* datadog-weaviate: 3.0.0
+* datadog-weblogic: 2.0.0
+* datadog-win32-event-log: 4.0.0
+* datadog-windows-performance-counters: 3.0.0
+* datadog-windows-service: 5.0.0
+* datadog-wmi-check: 2.0.0
+* datadog-yarn: 6.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 5.0.0
+
+## Datadog Agent version 7.58.0
+
+* datadog-active-directory: 3.0.0
+* datadog-activemq-xml: 4.0.0
+* datadog-activemq: 4.0.0
+* datadog-aerospike: 3.0.0
+* datadog-airflow: 6.0.0
+* datadog-amazon-msk: 5.0.0
+* datadog-ambari: 5.0.0
+* datadog-apache: 5.0.0
+* datadog-arangodb: 3.0.0
+* datadog-argo-rollouts: 2.0.0
+* datadog-argo-workflows: 2.0.0
+* datadog-argocd: 3.0.0
+* datadog-aspdotnet: 3.0.0
+* datadog-avi-vantage: 5.0.0
+* datadog-aws-neuron: 2.0.0
+* datadog-azure-iot-edge: 5.0.0
+* datadog-boundary: 3.0.0
+* datadog-btrfs: 3.0.0
+* datadog-cacti: 3.0.0
+* datadog-calico: 3.0.0
+* datadog-cassandra-nodetool: 2.0.0
+* datadog-cassandra: 2.0.0
+* datadog-ceph: 3.0.0
+* datadog-cert-manager: 5.0.0
+* datadog-checkpoint-quantum-firewall: 1.0.0
+* datadog-checks-base: 37.0.0
+* datadog-checks-dependency-provider: 2.0.0
+* datadog-checks-downloader: 5.0.0
+* datadog-cilium: 4.0.0
+* datadog-cisco-aci: 3.0.0
+* datadog-cisco-secure-firewall: 1.0.0
+* datadog-citrix-hypervisor: 4.0.0
+* datadog-clickhouse: 4.0.0
+* datadog-cloud-foundry-api: 4.0.0
+* datadog-cloudera: 3.0.0
+* datadog-cockroachdb: 4.0.0
+* datadog-confluent-platform: 2.0.0
+* datadog-consul: 3.0.0
+* datadog-coredns: 4.0.0
+* datadog-couch: 7.0.0
+* datadog-couchbase: 4.0.0
+* datadog-crio: 3.0.0
+* datadog-datadog-cluster-agent: 4.0.0
+* datadog-dcgm: 3.0.0
+* datadog-directory: 3.0.0
+* datadog-disk: 6.0.0
+* datadog-dns-check: 4.0.0
+* datadog-dotnetclr: 3.0.0
+* datadog-druid: 3.0.0
+* datadog-ecs-fargate: 5.0.0
+* datadog-eks-fargate: 5.0.0
+* datadog-elastic: 7.0.0
+* datadog-envoy: 4.0.0
+* datadog-esxi: 2.0.0
+* datadog-etcd: 7.0.0
+* datadog-exchange-server: 3.0.0
+* datadog-external-dns: 4.0.0
+* datadog-flink: 2.0.0
+* datadog-fluentd: 4.0.0
+* datadog-fluxcd: 2.0.0
+* datadog-fly-io: 2.0.0
+* datadog-foundationdb: 2.0.0
+* datadog-gearmand: 4.0.0
+* datadog-gitlab-runner: 5.0.0
+* datadog-gitlab: 8.0.0
+* datadog-glusterfs: 2.0.0
+* datadog-go-expvar: 3.0.0
+* datadog-gunicorn: 3.0.0
+* datadog-haproxy: 6.0.0
+* datadog-harbor: 4.0.0
+* datadog-hazelcast: 5.0.0
+* datadog-hdfs-datanode: 5.0.0
+* datadog-hdfs-namenode: 5.0.0
+* datadog-hive: 2.0.0
+* datadog-hivemq: 2.0.0
+* datadog-http-check: 10.0.0
+* datadog-hudi: 3.0.0
+* datadog-hyperv: 2.0.0
+* datadog-ibm-ace: 3.0.0
+* datadog-ibm-db2: 3.0.0
+* datadog-ibm-i: 3.0.0
+* datadog-ibm-mq: 7.0.0
+* datadog-ibm-was: 4.0.0
+* datadog-ignite: 3.0.0
+* datadog-iis: 4.0.0
+* datadog-impala: 3.0.0
+* datadog-istio: 7.0.0
+* datadog-jboss-wildfly: 3.0.0
+* datadog-journald: 2.0.0
+* datadog-kafka-consumer: 5.0.0
+* datadog-kafka: 3.0.0
+* datadog-karpenter: 2.0.0
+* datadog-kong: 4.0.0
+* datadog-kube-apiserver-metrics: 5.0.0
+* datadog-kube-controller-manager: 6.0.0
+* datadog-kube-dns: 5.0.0
+* datadog-kube-metrics-server: 4.0.0
+* datadog-kube-proxy: 7.0.0
+* datadog-kube-scheduler: 5.0.0
+* datadog-kubelet: 8.0.0
+* datadog-kubernetes-cluster-autoscaler: 2.0.0
+* datadog-kubernetes-state: 9.0.0
+* datadog-kyototycoon: 3.0.0
+* datadog-kyverno: 2.0.0
+* datadog-lighttpd: 4.0.0
+* datadog-linkerd: 5.0.0
+* datadog-linux-proc-extras: 3.0.0
+* datadog-mapr: 2.0.0
+* datadog-mapreduce: 5.0.0
+* datadog-marathon: 3.0.0
+* datadog-marklogic: 5.0.0
+* datadog-mcache: 5.0.0
+* datadog-mesos-master: 4.0.0
+* datadog-mesos-slave: 4.0.0
+* datadog-mongo: 7.0.0
+* datadog-mysql: 13.0.0
+* datadog-nagios: 2.0.0
+* datadog-network: 4.1.0
+* datadog-nfsstat: 2.0.0
+* datadog-nginx-ingress-controller: 3.0.0
+* datadog-nginx: 7.0.0
+* datadog-nvidia-triton: 2.0.0
+* datadog-openldap: 2.0.0
+* datadog-openmetrics: 5.0.0
+* datadog-openstack-controller: 7.0.0
+* datadog-openstack: 3.0.0
+* datadog-oracle: 6.0.0
+* datadog-ossec-security: 2.0.0
+* datadog-palo-alto-panorama: 1.0.0
+* datadog-pan-firewall: 2.0.0
+* datadog-pdh-check: 3.0.0
+* datadog-pgbouncer: 7.0.0
+* datadog-php-fpm: 4.0.0
+* datadog-ping-federate: 2.0.0
+* datadog-postfix: 2.0.0
+* datadog-postgres: 21.0.0
+* datadog-powerdns-recursor: 3.0.0
+* datadog-presto: 3.0.0
+* datadog-process: 4.0.0
+* datadog-prometheus: 4.0.0
+* datadog-proxysql: 6.0.0
+* datadog-pulsar: 3.0.0
+* datadog-rabbitmq: 6.0.0
+* datadog-ray: 2.0.0
+* datadog-redisdb: 6.0.0
+* datadog-rethinkdb: 4.0.0
+* datadog-riak: 4.0.0
+* datadog-riakcs: 3.0.0
+* datadog-sap-hana: 4.0.0
+* datadog-scylla: 3.0.0
+* datadog-sidekiq: 2.0.0
+* datadog-silk: 3.0.0
+* datadog-singlestore: 3.0.0
+* datadog-snmp: 8.0.0
+* datadog-snowflake: 6.0.0
+* datadog-solr: 2.0.0
+* datadog-sonarqube: 4.0.0
+* datadog-spark: 5.0.0
+* datadog-sqlserver: 18.0.1
+* datadog-squid: 3.0.0
+* datadog-ssh-check: 3.0.0
+* datadog-statsd: 2.0.0
+* datadog-strimzi: 3.0.0
+* datadog-supervisord: 3.0.0
+* datadog-suricata: 2.0.0
+* datadog-system-core: 3.0.0
+* datadog-system-swap: 2.0.0
+* datadog-tcp-check: 5.0.0
+* datadog-teamcity: 5.0.0
+* datadog-tekton: 2.0.0
+* datadog-teleport: 2.0.0
+* datadog-temporal: 3.0.0
+* datadog-tenable: 2.0.0
+* datadog-teradata: 3.0.0
+* datadog-tibco-ems: 2.0.0
+* datadog-tls: 3.0.0
+* datadog-tokumx: 3.2.0
+* datadog-tomcat: 3.0.0
+* datadog-torchserve: 3.0.0
+* datadog-traefik-mesh: 2.0.0
+* datadog-traffic-server: 3.0.0
+* datadog-twemproxy: 2.0.0
+* datadog-twistlock: 4.0.0
+* datadog-varnish: 3.0.0
+* datadog-vault: 5.0.0
+* datadog-vertica: 5.0.0
+* datadog-vllm: 2.0.0
+* datadog-voltdb: 4.0.0
+* datadog-vsphere: 7.7.0
+* datadog-weaviate: 3.0.0
+* datadog-weblogic: 2.0.0
+* datadog-win32-event-log: 4.0.0
+* datadog-windows-performance-counters: 3.0.0
+* datadog-windows-service: 5.0.0
+* datadog-wmi-check: 2.0.0
+* datadog-yarn: 6.0.0
+* datadog-zeek: 1.0.0
+* datadog-zk: 5.0.0
+
 ## Datadog Agent version 7.57.2
 
 * datadog-active-directory: 2.1.1
diff --git a/LICENSE-3rdparty.csv b/LICENSE-3rdparty.csv
index 0fae915aade09..747ef923c3f87 100644
--- a/LICENSE-3rdparty.csv
+++ b/LICENSE-3rdparty.csv
@@ -22,6 +22,7 @@ cryptography,PyPI,BSD-3-Clause,Copyright (c) Individual contributors.
 cryptography,PyPI,PSF,Copyright (c) Individual contributors.
 ddtrace,PyPI,BSD-3-Clause,"Copyright 2016 Datadog, Inc."
 dnspython,PyPI,ISC,Copyright (C) Dnspython Contributors
+duckdb,PyPI,MIT,Copyright (c) Hannes Muehleisen
 flup,Vendor,BSD-3-Clause,Copyright (c) 2005 Allan Saddi. All Rights Reserved.
 flup-py3,Vendor,BSD-3-Clause,"Copyright (c) 2005, 2006 Allan Saddi <allan@saddi.com> All rights reserved."
 foundationdb,PyPI,Apache-2.0,Copyright 2017 FoundationDB
@@ -81,7 +82,6 @@ securesystemslib,PyPI,MIT,Copyright (c) 2016 Santiago Torres
 semver,PyPI,BSD-3-Clause,"Copyright (c) 2013, Konstantine Rybnikov"
 service-identity,PyPI,MIT,Copyright (c) 2014 Hynek Schlawack and the service-identity contributors
 simplejson,PyPI,MIT,Copyright (c) 2006 Bob Ippolito
-six,PyPI,MIT,Copyright (c) 2010-2020 Benjamin Peterson
 snowflake-connector-python,PyPI,Apache-2.0,"Copyright (c) 2013-2023 Snowflake Computing, Inc."
 supervisor,PyPI,BSD-3-Clause-Modification,"Copyright (c) 2002-2005, Daniel Krech, http://eikeon.com/"
 tuf,PyPI,Apache-2.0,Copyright (c) 2010 New York University
diff --git a/README.md b/README.md
index fd081156a41a1..734d8ba46033f 100644
--- a/README.md
+++ b/README.md
@@ -54,4 +54,4 @@ For more information on integrations, please reference our [documentation][11] a
 [28]: https://img.shields.io/badge/typing-Mypy-blue.svg
 [29]: https://github.com/python/mypy
 [30]: https://img.shields.io/badge/license-BSD--3--Clause-9400d3.svg
-[31]: https://spdx.org/licenses/BSD-3-Clause.html
+[31]: https://spdx.org/licenses/BSD-3-Clause.html
\ No newline at end of file
diff --git a/active_directory/CHANGELOG.md b/active_directory/CHANGELOG.md
index 334b239132447..cb0e301a84ccf 100644
--- a/active_directory/CHANGELOG.md
+++ b/active_directory/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/active_directory/changelog.d/18207.added b/active_directory/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/active_directory/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/active_directory/changelog.d/18580.removed b/active_directory/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/active_directory/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/active_directory/changelog.d/18617.fixed b/active_directory/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/active_directory/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/active_directory/datadog_checks/active_directory/__about__.py b/active_directory/datadog_checks/active_directory/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/active_directory/datadog_checks/active_directory/__about__.py
+++ b/active_directory/datadog_checks/active_directory/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/activemq/CHANGELOG.md b/activemq/CHANGELOG.md
index 7246bca491cc0..ff16f98e3a7da 100644
--- a/activemq/CHANGELOG.md
+++ b/activemq/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.1.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/activemq/changelog.d/18207.added b/activemq/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/activemq/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/activemq/changelog.d/18580.removed b/activemq/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/activemq/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/activemq/changelog.d/18617.fixed b/activemq/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/activemq/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/activemq/datadog_checks/activemq/__about__.py b/activemq/datadog_checks/activemq/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/activemq/datadog_checks/activemq/__about__.py
+++ b/activemq/datadog_checks/activemq/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/activemq_xml/CHANGELOG.md b/activemq_xml/CHANGELOG.md
index 54a96f6d00a3f..58b5f04a59778 100644
--- a/activemq_xml/CHANGELOG.md
+++ b/activemq_xml/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/activemq_xml/changelog.d/18207.added b/activemq_xml/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/activemq_xml/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/activemq_xml/changelog.d/18580.removed b/activemq_xml/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/activemq_xml/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/activemq_xml/changelog.d/18617.fixed b/activemq_xml/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/activemq_xml/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/activemq_xml/datadog_checks/activemq_xml/__about__.py b/activemq_xml/datadog_checks/activemq_xml/__about__.py
index f81a9a356ff96..b033d7b5bb770 100644
--- a/activemq_xml/datadog_checks/activemq_xml/__about__.py
+++ b/activemq_xml/datadog_checks/activemq_xml/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "4.0.0"
+__version__ = "5.0.0"
diff --git a/adyen/CHANGELOG.md b/adyen/CHANGELOG.md
new file mode 100644
index 0000000000000..798f81136ab38
--- /dev/null
+++ b/adyen/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Adyen
+
+## 1.0.0 / 2024-09-26
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/adyen/README.md b/adyen/README.md
new file mode 100644
index 0000000000000..453adf9c008c5
--- /dev/null
+++ b/adyen/README.md
@@ -0,0 +1,66 @@
+# Adyen
+
+## Overview
+[Adyen][1] is a global payment platform that provides a comprehensive suite of payment solutions for businesses. It enables companies to accept payments online, on mobile, and in-store. Adyen supports a wide range of payment methods, including credit cards, mobile wallets, and local payment options, and offers services such as fraud prevention and risk management.
+
+The Adyen integration collects transaction, dispute, and payout data using Adyen's webhook capability and ingests it into Datadog for comprehensive analysis.
+
+## Setup
+
+Follow the instructions below to configure this integration for your Adyen account.
+
+### Configuration
+
+#### Webhook Configuration
+Configure the Datadog endpoint to forward Adyen events as logs to Datadog. For more details, see [Adyen webhook overview][2].
+
+    1. Copy the generated URL inside the **Configuration** tab on the Datadog [Adyen integration tile][4].
+    2. Sign in to your [Adyen][1] account with a user which has a **Merchant technical integrator** role along with default roles, and has access to **Company account and all associated merchant accounts**.
+    3. Under the **Developers** section, click **Webhooks**.
+    4. Click on **Create new webhook**.
+    5. In the Recommended Webhooks section, select the **Add** option located next to the **Standard Webhook**.
+    6. Under **General**, configure the following:
+
+        | Setting                                                 | Configuration                                                                             |
+        |------------------------------                                          |-----------------------------------------------------------------------------------------|
+        | Version                                  | Select webhook version 1                                                          |
+        | Description      | Add a description to the webhook                                           |
+        | Merchant accounts  | Choose whether to keep all merchant accounts or select specific accounts for which data needs to be ingested into Datadog                                       |
+    
+    7. Under **Server configuration**, configure the following:
+
+        | Setting                                                 | Configuration                                                                             |
+        |------------------------------                                          |-----------------------------------------------------------------------------------------|
+        | URL                                  | Enter the endpoint URL that you generated in step 1 of [Webhook configuration](#webhook-configuration).                                                          |
+        | Method      | JSON                                           |
+        | Encryption protocol  | TLSv1.3                                       |
+    8. Under **Events**, keep the default selected events as per **Standard Webhook**.
+    9. Click **Save configuration**.
+
+
+## Data Collected
+
+### Logs
+
+The Adyen integration collects and forwards transaction, dispute, and payout logs to Datadog.
+
+### Metrics
+
+The Adyen integration does not include any metrics.
+
+### Events
+
+The Adyen integration does not include any events.
+
+### Service Checks
+
+The Adyen integration does not include any service checks.
+
+## Support
+
+For further assistance, contact [Datadog Support][3].
+
+[1]: https://www.adyen.com/
+[2]: https://docs.adyen.com/development-resources/webhooks/
+[3]: https://docs.datadoghq.com/help/
+[4]: https://app.datadoghq.com/integrations/adyen
\ No newline at end of file
diff --git a/adyen/assets/adyen.svg b/adyen/assets/adyen.svg
new file mode 100644
index 0000000000000..8cd6608f95c7c
--- /dev/null
+++ b/adyen/assets/adyen.svg
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="800px" height="800px" viewBox="0 -173 512 512" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" preserveAspectRatio="xMidYMid">
+    <g>
+        <path d="M72.2308021,37.6474205 C82.2397371,37.6474205 90.3535503,45.7612338 90.3535503,55.7701688 L90.3535503,127.999676 L18.1227482,127.999676 C8.11381329,127.999676 0,119.885863 0,109.876928 L0,89.6519411 C0,79.6430061 8.11381329,71.5291928 18.1227482,71.5291928 L37.6474205,71.5291928 L37.6474205,100.234332 C37.6474205,103.093842 39.9658378,105.41226 42.8253486,105.41226 L52.7061298,105.41226 L52.7061298,65.4127653 C52.7061298,62.5532545 50.3877125,60.2361317 47.5282018,60.2348372 L1.29448202,60.2348372 L1.29448202,37.6474205 L72.2308021,37.6474205 Z M158.115801,105.41226 L158.117095,0 L195.764516,0 L195.764516,127.999676 L123.535008,127.999676 C113.526073,127.999676 105.41226,119.885863 105.41226,109.876928 L105.41226,55.7701688 C105.41226,45.7612338 113.526073,37.6474205 123.535008,37.6474205 L143.057091,37.6474205 L143.057091,100.234332 C143.057091,103.093842 145.375509,105.41226 148.235019,105.41226 L158.115801,105.41226 Z M263.52806,105.41226 L263.52806,37.6474205 L301.176775,37.6474205 L301.176775,147.519171 C301.176775,157.528106 293.062962,165.641919 283.054027,165.641919 L212.117707,165.641919 L212.117707,139.294032 L263.529355,139.294032 L263.529355,127.999676 L228.945973,127.999676 C218.937038,127.999676 210.823225,119.885863 210.823225,109.876928 L210.823225,37.6474205 L248.469351,37.6474205 L248.469351,100.234332 C248.469351,103.093842 250.787768,105.41226 253.647279,105.41226 L263.52806,105.41226 Z M388.464992,37.6474205 C398.473927,37.6474205 406.58774,45.7612338 406.58774,55.7701688 L406.58774,75.9951558 C406.58774,86.0040908 398.473927,94.1179041 388.464992,94.1179041 L368.94032,94.1179041 L368.94032,65.4140598 C368.94032,62.554549 366.623197,60.2361317 363.762392,60.2361317 L353.881611,60.2361317 L353.881611,100.234332 C353.881611,103.093842 356.200028,105.41226 359.059539,105.41226 L405.293258,105.41226 L405.293258,127.999676 L334.358233,127.999676 C324.349298,127.999676 316.235484,119.885863 316.235484,109.876928 L316.235484,37.6474205 L388.464992,37.6474205 Z M493.877252,37.6474205 C503.886187,37.6474205 512,45.7612338 512,55.7701688 L512,127.999676 L474.352579,127.999676 L474.352579,65.4127653 C474.352579,62.5649049 472.022512,60.2348372 469.174651,60.2348372 L459.29387,60.2348372 L459.29387,127.999676 L421.64645,127.999676 L421.64645,37.6474205 L493.877252,37.6474205 Z" fill="#32AA52">
+
+</path>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/adyen/assets/dashboards/adyen_disputes.json b/adyen/assets/dashboards/adyen_disputes.json
new file mode 100644
index 0000000000000..3f83b9e3b60d0
--- /dev/null
+++ b/adyen/assets/dashboards/adyen_disputes.json
@@ -0,0 +1,1111 @@
+{
+    "title": "Adyen Disputes",
+    "description": "This dashboard provides a comprehensive overview of key logs related to dispute events. The dashboard visualizes chargeback overview, fraud, and dispute analytics. Additionally, it provide insights related to chargebacks by merchant account.",
+    "widgets": [
+        {
+            "id": 7687241876619038,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1ZBanFlS3N5Ulc2ckZhVms5NTI1LnN2ZyJ9:adyen:r06pNrzaXXGyE0fhpig2QP-tBs3hC99-cwKlx-PdS68",
+                "url_dark_theme": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1BrU051WngzanVnamZZZ0FZR0JrLnN2ZyJ9:adyen:qWZTSS0KDkayjczU8jwAJNPlbHzmxs1Wq_hYu7QR-Q4",
+                "sizing": "cover",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 186195290867710,
+            "definition": {
+                "title": "Monitors Summary",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4935332869161822,
+                        "definition": {
+                            "title": "Monitors Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(source:adyen AND service:dispute)",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 8664679548486656,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard provides a comprehensive overview of key logs related to dispute events. The dashboard visualizes chargeback overviews, fraud, and dispute analytics, along with insights on chargebacks by merchant account.\n\nFor more information, see the [Adyen Integration Documentation](https://docs.datadoghq.com/integrations/adyen/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 8846779929019656,
+            "definition": {
+                "title": "Chargeback Overview",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4437822100258310,
+                        "definition": {
+                            "type": "note",
+                            "content": "To learn more about the dispute flow and process, see the [Adyen Dispute Documentation](https://docs.adyen.com/risk-management/understanding-disputes/dispute-process-and-flow/)",
+                            "background_color": "yellow",
+                            "font_size": "16",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8952129363890986,
+                        "definition": {
+                            "title": "Chargeback Notifications",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_CHARGEBACK $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1442350089093946,
+                        "definition": {
+                            "title": "Total Chargebacks ",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:CHARGEBACK $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7809641657550002,
+                        "definition": {
+                            "title": "Total Second Chargebacks ",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:SECOND_CHARGEBACK $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 935243487362654,
+                        "definition": {
+                            "title": "Top Reasons for NoC",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_CHARGEBACK $MerchantAccount $PaymentMethod -@notificationItems.NotificationRequestItem.reason:\"\""
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1842471959234388,
+                        "definition": {
+                            "title": "Lost Pre-arbitration Cases",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:PREARBITRATION_LOST $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 3,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2925453883001420,
+                        "definition": {
+                            "title": "Won Pre-arbitration Cases",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:PREARBITRATION_WON $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 3,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 4197302775386064,
+                        "definition": {
+                            "title": "Total Request for Information (RFI)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:REQUEST_FOR_INFORMATION $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6221171436580578,
+                        "definition": {
+                            "title": "Reversed Chargebacks",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:CHARGEBACK_REVERSED $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 5,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2637130255059616,
+                        "definition": {
+                            "title": "Top Reasons for Second Chargeback",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:SECOND_CHARGEBACK $MerchantAccount $PaymentMethod -@notificationItems.NotificationRequestItem.reason:\"\""
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4434774958434120,
+                        "definition": {
+                            "title": "NoCs by Merchant Account",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_CHARGEBACK $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 7,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 12,
+                "height": 12
+            }
+        },
+        {
+            "id": 4628493529131032,
+            "definition": {
+                "title": "Fraud and Dispute Analytics",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5090269811400060,
+                        "definition": {
+                            "title": "Fraud Notifications",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_FRAUD $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8664545062940364,
+                        "definition": {
+                            "title": "NoFs by Merchant Account",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_FRAUD $MerchantAccount $PaymentMethod"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4850596776264180,
+                        "definition": {
+                            "title": "Top Reasons for NoF",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:dispute @evt.name:NOTIFICATION_OF_FRAUD $MerchantAccount $PaymentMethod -@notificationItems.NotificationRequestItem.reason:\"\""
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 18,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 1765265865571710,
+            "definition": {
+                "title": "Dispute Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@evt.name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:adyen service:dispute"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 2986745038735583,
+            "definition": {
+                "title": "Dispute Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:adyen service:dispute ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "MerchantAccount",
+            "prefix": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "PaymentMethod",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/adyen/assets/dashboards/adyen_payouts.json b/adyen/assets/dashboards/adyen_payouts.json
new file mode 100644
index 0000000000000..f2977a4084e53
--- /dev/null
+++ b/adyen/assets/dashboards/adyen_payouts.json
@@ -0,0 +1,710 @@
+{
+    "title": "Adyen Payouts",
+    "description": "This Dashboard provides a comprehensive overview of key logs related to third party payout events. The dashboard visualizes total, successful, failed, expired, declined, and reversed payouts. Additionally, it highlights payout trends over time, top reasons for failed payouts, and a breakdown of payouts by merchant account. ",
+    "widgets": [
+        {
+            "id": 6720697615291836,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1ZBanFlS3N5Ulc2ckZhVms5NTI1LnN2ZyJ9:adyen:r06pNrzaXXGyE0fhpig2QP-tBs3hC99-cwKlx-PdS68",
+                "url_dark_theme": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1BrU051WngzanVnamZZZ0FZR0JrLnN2ZyJ9:adyen:qWZTSS0KDkayjczU8jwAJNPlbHzmxs1Wq_hYu7QR-Q4",
+                "sizing": "cover",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 1724941175031632,
+            "definition": {
+                "title": "Monitors Summary",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3062917458280874,
+                        "definition": {
+                            "title": "Monitors Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(source:adyen AND service:payout)",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 6437951956107458,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis Dashboard provides a comprehensive overview of key logs related to third party payout events. The dashboard visualizes total, successful, failed, expired, declined, and reversed payouts. Additionally, it highlights payout trends over time, top reasons for failed payouts, and a breakdown of payouts by merchant account. \n\nFor more information, see the [Adyen Integration Documentation](https://docs.datadoghq.com/integrations/adyen/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 6710917235899192,
+            "definition": {
+                "title": "Payout Overview",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3208550364818198,
+                        "definition": {
+                            "type": "note",
+                            "content": "To learn more about the payout status, see the [Adyen Payout Documentation](https://docs.adyen.com/online-payments/online-payouts/payout-webhook/#payouts-to-bank-accounts-or-wallets)",
+                            "background_color": "yellow",
+                            "font_size": "16",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2393649027681696,
+                        "definition": {
+                            "title": "Successful Payout Requests",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_THIRDPARTY @notificationItems.NotificationRequestItem.success:true $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3438683775240316,
+                        "definition": {
+                            "title": "Failed Payout Requests",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_THIRDPARTY @notificationItems.NotificationRequestItem.success:false $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3351392517239628,
+                        "definition": {
+                            "title": "Expired Payouts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_EXPIRE $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 705054495257446,
+                        "definition": {
+                            "title": "Declined Payouts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_DECLINE $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 3,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8528478242983446,
+                        "definition": {
+                            "title": "Reversed Payouts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAIDOUT_REVERSED $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#d6c7ff"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 3,
+                            "width": 4,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 12,
+                "height": 7
+            }
+        },
+        {
+            "id": 7939253554036440,
+            "definition": {
+                "title": "Payout Insights",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6530326882880688,
+                        "definition": {
+                            "title": "Top Failed Payout Reasons",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 5,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_THIRDPARTY @notificationItems.NotificationRequestItem.success:false -@notificationItems.NotificationRequestItem.reason:\"\" $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 5,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    },
+                    {
+                        "id": 179220156143192,
+                        "definition": {
+                            "title": "Payouts by Merchant Account",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:payout @evt.name:PAYOUT_THIRDPARTY $MerchantAccount $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    },
+                    {
+                        "id": 6769909472021128,
+                        "definition": {
+                            "title": "Payout Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Payout Logs",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@evt.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:payout"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2231277964468560,
+                        "definition": {
+                            "title": "Payout Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:adyen service:payout ",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 9,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 13,
+                "width": 12,
+                "height": 14
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "MerchantAccount",
+            "prefix": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Currency",
+            "prefix": "@notificationItems.NotificationRequestItem.amount.currency",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/adyen/assets/dashboards/adyen_transactions.json b/adyen/assets/dashboards/adyen_transactions.json
new file mode 100644
index 0000000000000..f6c4cf5e66e6e
--- /dev/null
+++ b/adyen/assets/dashboards/adyen_transactions.json
@@ -0,0 +1,2166 @@
+{
+    "title": "Adyen Transactions",
+    "description": "This Dashboard provides a comprehensive overview of key logs related to transaction events. The dashboard visualizes transaction overviews, refund insights, and other transaction analytics. Additionally, it provide insights related to transactions by currency, merchant account, and payment method.",
+    "widgets": [
+        {
+            "id": 6509483665561548,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1ZBanFlS3N5Ulc2ckZhVms5NTI1LnN2ZyJ9:adyen:r06pNrzaXXGyE0fhpig2QP-tBs3hC99-cwKlx-PdS68",
+                "url_dark_theme": "https://cdn-assets-eu.frontify.com/s3/frontify-enterprise-files-eu/eyJwYXRoIjoiYWR5ZW5cL2ZpbGVcL1BrU051WngzanVnamZZZ0FZR0JrLnN2ZyJ9:adyen:qWZTSS0KDkayjczU8jwAJNPlbHzmxs1Wq_hYu7QR-Q4",
+                "sizing": "cover",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 4312287967442976,
+            "definition": {
+                "title": "Monitors Summary",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7229231341568784,
+                        "definition": {
+                            "title": "Monitors Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(source:adyen AND service:transaction)",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 8436695922142380,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis Dashboard provides a comprehensive overview of key logs related to transaction events. The dashboard visualizes transaction overviews, refund insights, and other transaction analytics. Additionally, it provide insights related to transactions by currency, merchant account, and payment method.\n\nFor more information, see the [Adyen Integration Documentation](https://docs.datadoghq.com/integrations/adyen/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 456217064815528,
+            "definition": {
+                "title": "Authorisation and Capture",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6961499151036918,
+                        "definition": {
+                            "title": "Total Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#a3f093"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1697490278253126,
+                        "definition": {
+                            "title": "Authorised Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:true $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#84f5e8"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4348831624447672,
+                        "definition": {
+                            "title": "Unauthorised Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#f3bec4"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8735802905445058,
+                        "definition": {
+                            "title": "Cancelled Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:CANCELLATION $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#cff08a"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 296396547853044,
+                        "definition": {
+                            "title": "Successful Capture Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:CAPTURE @notificationItems.NotificationRequestItem.success:true $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#abaede"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 750885913573374,
+                        "definition": {
+                            "title": "Failed Capture Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:CAPTURE @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#abaede"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4352217977559220,
+                        "definition": {
+                            "title": "Card Scheme Capture Rejections",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:CAPTURE_FAILED $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#bfeaf3"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2566711069376236,
+                        "definition": {
+                            "title": "Externally Handled Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:HANDLED_EXTERNALLY $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 651378961103242,
+                        "definition": {
+                            "title": "Top Reasons for Unauthorized Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2492046748209724,
+                        "definition": {
+                            "title": "Top Reasons for Failed Capture Transactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:CAPTURE @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 6,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8289074476620792,
+                        "definition": {
+                            "title": "Authorised and Unauthorised Transaction Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Authorised",
+                                            "style": {
+                                                "palette": "green",
+                                                "palette_index": 4
+                                            },
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Unauthorised",
+                                            "style": {
+                                                "palette": "warm",
+                                                "palette_index": 4
+                                            },
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:true $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query2",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "order_reverse": false,
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "scale": "linear",
+                                "min": "auto"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 10,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7373601600498598,
+                        "definition": {
+                            "title": "Captured Transaction Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Successful Captures",
+                                            "style": {
+                                                "palette": "green",
+                                                "palette_index": 4
+                                            },
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Card Scheme Capture Rejections",
+                                            "style": {
+                                                "palette": "orange",
+                                                "palette_index": 4
+                                            },
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "alias": "Failed Captures",
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+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.reason",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION_ADJUSTMENT @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 4,
+                            "width": 8,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 37,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 5377373309638162,
+            "definition": {
+                "title": "Transaction Analytics",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2756476904721266,
+                        "definition": {
+                            "title": "Transactions by Currency",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.amount.currency",
+                                                    "limit": 15,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3219374678265600,
+                        "definition": {
+                            "title": "Transactions by Merchant Account",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+                                                    "limit": 50,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4249622615816588,
+                        "definition": {
+                            "title": "Authorised Transactions by Payment Method",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.paymentMethod",
+                                                    "limit": 50,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:true $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3283450362478202,
+                        "definition": {
+                            "title": "Unauthorised Transactions by Payment Method",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@pspReference"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@notificationItems.NotificationRequestItem.paymentMethod",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@pspReference"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:adyen service:transaction @evt.name:AUTHORISATION @notificationItems.NotificationRequestItem.success:false $MerchantAccount $PaymentMethod $Currency"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 46,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 1363938150356684,
+            "definition": {
+                "title": "Transaction Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Transaction Logs",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@evt.name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:adyen service:transaction $MerchantAccount $PaymentMethod $Currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "datadog16",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 2473521832667872,
+            "definition": {
+                "title": "Transaction Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "hide_incomplete_cost_data": true
+                },
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:adyen service:transaction $MerchantAccount $PaymentMethod $Currency ",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "MerchantAccount",
+            "prefix": "@notificationItems.NotificationRequestItem.merchantAccountCode",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "PaymentMethod",
+            "prefix": "@notificationItems.NotificationRequestItem.paymentMethod",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Currency",
+            "prefix": "@notificationItems.NotificationRequestItem.amount.currency",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/adyen/assets/logs/adyen.yaml b/adyen/assets/logs/adyen.yaml
new file mode 100644
index 0000000000000..30eaaf3f84b3f
--- /dev/null
+++ b/adyen/assets/logs/adyen.yaml
@@ -0,0 +1,83 @@
+id: adyen
+metric_id: adyen
+backend_only: false
+facets:
+  - groups:
+      - Event
+    name: Event Name
+    path: evt.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Adyen
+  enabled: true
+  filter:
+    query: "source:adyen"
+  processors:
+    - type: string-builder-processor
+      name: Map `notificationItems.NotificationRequestItem.eventCode` to `evt.name`
+      enabled: true
+      template: "%{notificationItems.NotificationRequestItem.eventCode}"
+      target: evt.name
+      replaceMissing: false
+    - type: string-builder-processor
+      name: Map `notificationItems.NotificationRequestItem.eventDate` to `eventDate`
+      enabled: true
+      template: "%{notificationItems.NotificationRequestItem.eventDate}"
+      target: eventDate
+      replaceMissing: false
+    - type: string-builder-processor
+      name: Map `notificationItems.NotificationRequestItem.pspReference` to
+        `pspReference`
+      enabled: true
+      template: "%{notificationItems.NotificationRequestItem.pspReference}"
+      target: pspReference
+      replaceMissing: false
+    - type: date-remapper
+      name: Define `eventDate` as the official date of the log
+      enabled: true
+      sources:
+        - eventDate
+    - name: Lookup for `evt.name` to `service`
+      enabled: true
+      source: evt.name
+      target: service
+      lookupTable: |-
+        AUTHORISATION, transaction
+        AUTHORISATION_ADJUSTMENT, transaction
+        AUTORESCUE, transaction
+        CANCEL_AUTORESCUE, transaction
+        CANCEL_OR_REFUND, transaction
+        CANCELLATION, transaction
+        CAPTURE, transaction
+        CAPTURE_FAILED, transaction
+        CHARGEBACK, dispute
+        CHARGEBACK_REVERSED, dispute
+        HANDLED_EXTERNALLY, transaction
+        NOTIFICATION_OF_CHARGEBACK, dispute
+        NOTIFICATION_OF_FRAUD, dispute
+        ORDER_CLOSED, transaction
+        ORDER_OPENED, transaction
+        PAIDOUT_REVERSED, payout
+        PAYOUT_DECLINE, payout
+        PAYOUT_EXPIRE, payout
+        PAYOUT_THIRDPARTY, payout
+        PENDING, transaction
+        POSTPONED_REFUND, transaction
+        PREARBITRATION_LOST, dispute
+        PREARBITRATION_WON, dispute
+        REFUND, transaction
+        REFUND_FAILED, transaction
+        REFUND_WITH_DATA, transaction
+        REFUNDED_REVERSED, transaction
+        REPORT_AVAILABLE, transaction
+        REQUEST_FOR_INFORMATION, dispute
+        SECOND_CHARGEBACK, dispute
+        TECHNICAL_CANCEL, transaction
+        VOID_PENDING_REFUND, transaction
+      type: lookup-processor
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
\ No newline at end of file
diff --git a/adyen/assets/logs/adyen_tests.yaml b/adyen/assets/logs/adyen_tests.yaml
new file mode 100644
index 0000000000000..43b004fa78a77
--- /dev/null
+++ b/adyen/assets/logs/adyen_tests.yaml
@@ -0,0 +1,261 @@
+id: adyen
+tests:
+  - sample: |-
+      {
+      	"notificationItems": [
+      		{
+      			"NotificationRequestItem": {
+      				"eventCode": "AUTHORISATION",
+      				"merchantAccountCode": "ABCD123",
+      				"reason": "1234:7777:12/2012",
+      				"amount": {
+      					"currency": "EUR",
+      					"value": 101
+      				},
+      				"operations": [
+      					"CANCEL",
+      					"CAPTURE",
+      					"REFUND"
+      				],
+      				"success": "true",
+      				"paymentMethod": "visa",
+      				"additionalData": {
+      					"expiryDate": "12/2012",
+      					"authCode": "1234",
+      					"cardSummary": "7777",
+      					"totalFraudScore": "10",
+      					"hmacSignature": "snUIAaCX6vgmaF4vr65BYPyvl4D9QX1VICKbpBXD8=",
+      					"NAME2": "VALUE2",
+      					"NAME1": "VALUE1",
+      					"fraudCheck-6-ShopperIpUsage": "10"
+      				},
+      				"merchantReference": "8313840770001",
+      				"pspReference": "PB5FVSKW5N6DN65",
+      				"eventDate": "2024-09-24T14:47:01+02:00"
+      			}
+      		}
+      	],
+      	"live": "true"
+      }
+    service: "transaction"
+    result:
+      custom:
+        eventDate: "2024-09-24T14:47:01+02:00"
+        evt:
+          name: "AUTHORISATION"
+        live: "true"
+        notificationItems:
+         -
+          NotificationRequestItem:
+            eventCode: "AUTHORISATION"
+            merchantAccountCode: "ABCD123"
+            reason: "1234:7777:12/2012"
+            amount:
+              currency: "EUR"
+              value: 101
+            operations:
+             - "CANCEL"
+             - "CAPTURE"
+             - "REFUND"
+            success: "true"
+            paymentMethod: "visa"
+            additionalData:
+              expiryDate: "12/2012"
+              authCode: "1234"
+              cardSummary: "7777"
+              totalFraudScore: "10"
+              hmacSignature: "snUIAaCX6vgmaF4vr65BYPyvl4D9QX1VICKbpBXD8="
+              NAME2: "VALUE2"
+              NAME1: "VALUE1"
+              fraudCheck-6-ShopperIpUsage: "10"
+            merchantReference: "8313840770001"
+            pspReference: "PB5FVSKW5N6DN65"
+            eventDate: "2024-09-24T14:47:01+02:00"
+        pspReference: "PB5FVSKW5N6DN65"
+        service: "transaction"
+      message: |-
+        {
+          "notificationItems" : [ {
+            "NotificationRequestItem" : {
+              "eventCode" : "AUTHORISATION",
+              "merchantAccountCode" : "ABCD123",
+              "reason" : "1234:7777:12/2012",
+              "amount" : {
+                "currency" : "EUR",
+                "value" : 101
+              },
+              "operations" : [ "CANCEL", "CAPTURE", "REFUND" ],
+              "success" : "true",
+              "paymentMethod" : "visa",
+              "additionalData" : {
+                "expiryDate" : "12/2012",
+                "authCode" : "1234",
+                "cardSummary" : "7777",
+                "totalFraudScore" : "10",
+                "hmacSignature" : "snUIAaCX6vgmaF4vr65BYPyvl4D9QX1VICKbpBXD8=",
+                "NAME2" : "VALUE2",
+                "NAME1" : "VALUE1",
+                "fraudCheck-6-ShopperIpUsage" : "10"
+              },
+              "merchantReference" : "8313840770001",
+              "pspReference" : "PB5FVSKW5N6DN65",
+              "eventDate" : "2024-09-24T14:47:01+02:00"
+            }
+          } ],
+          "live" : "true"
+        }
+      service: "transaction"
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1727182021000
+  - sample: |-
+      {
+      	"notificationItems": [
+      		{
+      			"NotificationRequestItem": {
+      				"eventCode": "PAYOUT_THIRDPARTY",
+      				"merchantAccountCode": "ABCD123",
+      				"originalReference": "pspReference of the PAYOUT_THIRDPARTY",
+      				"reason": "",
+      				"amount": {
+      					"currency": "EUR",
+      					"value": 0
+      				},
+      				"success": "true",
+      				"additionalData": {
+      					"hmacSignature": "moFrJq/s/SzE8devOIm2EYFaEQQsRWHp8e4OdwB5Y="
+      				},
+      				"merchantReference": "testMerchantRf1",
+      				"pspReference": "HVC6JNTJW3DV65",
+      				"eventDate": "2024-09-24T14:48:29+02:00"
+      			}
+      		}
+      	],
+      	"live": "true"
+      }
+    service: "payout"
+    result:
+      custom:
+        eventDate: "2024-09-24T14:48:29+02:00"
+        evt:
+          name: "PAYOUT_THIRDPARTY"
+        live: "true"
+        notificationItems:
+         -
+          NotificationRequestItem:
+            eventCode: "PAYOUT_THIRDPARTY"
+            merchantAccountCode: "ABCD123"
+            originalReference: "pspReference of the PAYOUT_THIRDPARTY"
+            reason: ""
+            amount:
+              currency: "EUR"
+              value: 0
+            success: "true"
+            additionalData:
+              hmacSignature: "moFrJq/s/SzE8devOIm2EYFaEQQsRWHp8e4OdwB5Y="
+            merchantReference: "testMerchantRf1"
+            pspReference: "HVC6JNTJW3DV65"
+            eventDate: "2024-09-24T14:48:29+02:00"
+        pspReference: "HVC6JNTJW3DV65"
+        service: "payout"
+      message: |-
+        {
+          "notificationItems" : [ {
+            "NotificationRequestItem" : {
+              "eventCode" : "PAYOUT_THIRDPARTY",
+              "merchantAccountCode" : "ABCD123",
+              "originalReference" : "pspReference of the PAYOUT_THIRDPARTY",
+              "reason" : "",
+              "amount" : {
+                "currency" : "EUR",
+                "value" : 0
+              },
+              "success" : "true",
+              "additionalData" : {
+                "hmacSignature" : "moFrJq/s/SzE8devOIm2EYFaEQQsRWHp8e4OdwB5Y="
+              },
+              "merchantReference" : "testMerchantRf1",
+              "pspReference" : "HVC6JNTJW3DV65",
+              "eventDate" : "2024-09-24T14:48:29+02:00"
+            }
+          } ],
+          "live" : "true"
+        }
+      service: "payout"
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1727182109000
+  - sample: |-
+      {
+      	"notificationItems": [
+      		{
+      			"NotificationRequestItem": {
+      				"eventCode": "CHARGEBACK",
+      				"merchantAccountCode": "ABCD123",
+      				"reason": "",
+      				"amount": {
+      					"currency": "EUR",
+      					"value": 0
+      				},
+      				"success": "true",
+      				"additionalData": {
+      					"hmacSignature": "jJgfaV99ZVYh/AIigUxaNKIMwsK2cWzA+7qqUWaeA="
+      				},
+      				"merchantReference": "testMrchantRef1",
+      				"pspReference": "HHCPTJW39ZDV65",
+      				"eventDate": "2024-09-24T14:49:59+02:00"
+      			}
+      		}
+      	],
+      	"live": "true"
+      }
+    service: "dispute"
+    result:
+      custom:
+        eventDate: "2024-09-24T14:49:59+02:00"
+        evt:
+          name: "CHARGEBACK"
+        live: "true"
+        notificationItems:
+         -
+          NotificationRequestItem:
+            eventCode: "CHARGEBACK"
+            merchantAccountCode: "ABCD123"
+            reason: ""
+            amount:
+              currency: "EUR"
+              value: 0
+            success: "true"
+            additionalData:
+              hmacSignature: "jJgfaV99ZVYh/AIigUxaNKIMwsK2cWzA+7qqUWaeA="
+            merchantReference: "testMrchantRef1"
+            pspReference: "HHCPTJW39ZDV65"
+            eventDate: "2024-09-24T14:49:59+02:00"
+        pspReference: "HHCPTJW39ZDV65"
+        service: "dispute"
+      message: |-
+        {
+          "notificationItems" : [ {
+            "NotificationRequestItem" : {
+              "eventCode" : "CHARGEBACK",
+              "merchantAccountCode" : "ABCD123",
+              "reason" : "",
+              "amount" : {
+                "currency" : "EUR",
+                "value" : 0
+              },
+              "success" : "true",
+              "additionalData" : {
+                "hmacSignature" : "jJgfaV99ZVYh/AIigUxaNKIMwsK2cWzA+7qqUWaeA="
+              },
+              "merchantReference" : "testMrchantRef1",
+              "pspReference" : "HHCPTJW39ZDV65",
+              "eventDate" : "2024-09-24T14:49:59+02:00"
+            }
+          } ],
+          "live" : "true"
+        }
+      service: "dispute"
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1727182199000
\ No newline at end of file
diff --git a/adyen/assets/monitors/expired_payout_detected.json b/adyen/assets/monitors/expired_payout_detected.json
new file mode 100644
index 0000000000000..755c76c5cd52a
--- /dev/null
+++ b/adyen/assets/monitors/expired_payout_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-24",
+	"last_updated_at": "2024-09-24",
+	"title": "Expired payout detected",
+	"description": "Expired payouts occur when payout requests are not processed within the designated timeframe, potentially disrupting disbursements and delaying fund transfers. This monitor tracks and alerts on such events, ensuring timely action to maintain operational efficiency.",
+	"definition": {
+		"id": 154507628,
+		"name": "Expired payout detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:payout @evt.name:PAYOUT_EXPIRE\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}\nExpired payouts refer to payout requests that were not processed within the allowed time frame, leading to a failure in completing the transaction.\n\nExpired payout has been detected with pspReference {{log.attributes.pspReference}}, which could impact timely disbursements and may cause delays in fund transfers. This requires immediate attention to ensure smooth operations.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:payout"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/failed_capture_detected_due_to_a_rejection_by_the_card_scheme.json b/adyen/assets/monitors/failed_capture_detected_due_to_a_rejection_by_the_card_scheme.json
new file mode 100644
index 0000000000000..55ba135efea33
--- /dev/null
+++ b/adyen/assets/monitors/failed_capture_detected_due_to_a_rejection_by_the_card_scheme.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "Failed capture detected due to a rejection by the card scheme",
+	"description": "This monitor tracks and alerts for failed captures caused by a rejection from the card scheme. These failures occur when payments cannot be secured, typically due to issues with the card issuer or network, and require prompt investigation to prevent payment processing disruptions.",
+	"definition": {
+		"id": 154282075,
+		"name": "Failed capture detected due to a rejection by the card scheme",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:transaction @evt.name:CAPTURE_FAILED\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}\nFailed capture due to card scheme refers to a failure in the transaction capture process, where the payment from the customer's card could not be secured, typically due to problems with the card issuer or network.\n\nThis requires prompt investigation (pspReference:{{log.attributes.pspReference}}) to avoid disruption in payment processing.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:transaction"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/failed_refund_detected_due_to_a_rejection_by_the_card_scheme.json b/adyen/assets/monitors/failed_refund_detected_due_to_a_rejection_by_the_card_scheme.json
new file mode 100644
index 0000000000000..018495f29780d
--- /dev/null
+++ b/adyen/assets/monitors/failed_refund_detected_due_to_a_rejection_by_the_card_scheme.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "Failed refund detected due to a rejection by the card scheme",
+	"description": "Failed refunds occur when card networks, such as Visa or Mastercard, reject refund requests, preventing funds from being returned to customers. This monitor tracks such failures to ensure prompt investigation and resolution, maintaining timely refunds and customer satisfaction.",
+	"definition": {
+		"id": 154211495,
+		"name": "Failed refund detected due to a rejection by the card scheme",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:transaction @evt.name:REFUND_FAILED\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}Failed refund due to a rejection by the card scheme refers to the failure of a refund transaction caused by an issue with the card scheme, which is the network that processes credit and debit card payments (such as Visa or Mastercard). This means the card network could not process the refund and further action is required\n\nPlease investigate the transaction details (pspReference: {{log.attributes.pspReference}}) and resolve the issue to ensure timely refunds and avoid potential customer dissatisfaction.{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:transaction"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/high_number_of_declined_payouts_detected.json b/adyen/assets/monitors/high_number_of_declined_payouts_detected.json
new file mode 100644
index 0000000000000..0d84f51bfc21b
--- /dev/null
+++ b/adyen/assets/monitors/high_number_of_declined_payouts_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "High number of declined payouts detected",
+	"description": "Declined payouts occur when disbursement requests are rejected due to issues such as invalid bank details, insufficient funds, or compliance failures. This monitor tracks declined payouts exceeding the threshold to ensure timely action and prevent operational delays.",
+	"definition": {
+		"id": 154507580,
+		"name": "High number of declined payouts detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:payout @evt.name:PAYOUT_DECLINE\").index(\"*\").rollup(\"cardinality\", \"@pspReference\").last(\"1d\") > 10",
+		"message": "{{#is_alert}}\nDeclined payouts occurs when a payout request is rejected due to issues like invalid bank details, insufficient funds, or compliance failures.\n\nThe number of declined payouts have exceeded the threshold, which could impact timely disbursements and may cause delays in fund transfers. This requires immediate attention to ensure smooth operations.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:payout"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/high_number_of_failed_captures_detected.json b/adyen/assets/monitors/high_number_of_failed_captures_detected.json
new file mode 100644
index 0000000000000..67568d4bf87b2
--- /dev/null
+++ b/adyen/assets/monitors/high_number_of_failed_captures_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "High number of failed captures detected",
+	"description": "Failed captures occur when authorized funds cannot be collected, often due to issues with the payment method or card issuer. This monitor tracks capture failures to ensure prompt action and prevent disruptions in transaction processing.",
+	"definition": {
+		"id": 154605619,
+		"name": "High number of failed captures detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:transaction @evt.name:CAPTURE @notificationItems.NotificationRequestItem.success:false\").index(\"*\").rollup(\"cardinality\", \"@pspReference\").last(\"1d\") > 10",
+		"message": "{{#is_alert}}Failed capture refers to a transaction for which the funds that were authorized could not be successfully taken from the customer's account, typically due to issues with the payment method or card issuer.\n\nImmediate attention is required to resolve the issue and ensure the transaction completes successfully.{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:transaction"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/high_number_of_failed_payout_requests_detected.json b/adyen/assets/monitors/high_number_of_failed_payout_requests_detected.json
new file mode 100644
index 0000000000000..4567c21a5d8d1
--- /dev/null
+++ b/adyen/assets/monitors/high_number_of_failed_payout_requests_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "High number of failed payout requests detected",
+	"description": "Failed payout requests occur when disbursement attempts are unsuccessful, potentially causing delays and operational disruptions. This monitor tracks failed payout requests to ensure timely action and maintain efficient operations.",
+	"definition": {
+		"id": 154607493,
+		"name": "High number of failed payout requests detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:payout @evt.name:PAYOUT_THIRDPARTY @notificationItems.NotificationRequestItem.success:false\").index(\"*\").rollup(\"cardinality\", \"@pspReference\").last(\"1d\") > 10",
+		"message": "{{#is_alert}}\n'Failed payout requests' refer to third party payout requests that lead to a failure in completing the transaction. Please review and take action to ensure successful payout processing.\n\nThe failed payout requests have exceeded the threshold, which could impact timely disbursements and may cause delays in fund transfers. This requires immediate attention to ensure smooth operations.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:payout"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/high_number_of_failed_refunds_detected.json b/adyen/assets/monitors/high_number_of_failed_refunds_detected.json
new file mode 100644
index 0000000000000..a8eb6088fdf47
--- /dev/null
+++ b/adyen/assets/monitors/high_number_of_failed_refunds_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "High number of failed refunds detected",
+	"description": "Failed refunds occur when refund attempts cannot be processed, potentially impacting customer satisfaction and trust. This monitor tracks the occurrence of failed refunds to ensure timely resolution and maintain operational efficiency.",
+	"definition": {
+		"id": 154602429,
+		"name": "High number of failed refunds detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:transaction @evt.name:REFUND @notificationItems.NotificationRequestItem.success:false\").index(\"*\").rollup(\"cardinality\", \"@pspReference\").last(\"1d\") > 10",
+		"message": "{{#is_alert}}\nFailed Refund refers that a transaction could not be reversed, possibly due to issues with the payment method, insufficient funds, or card network problems.\n\nA refund attempt was unsuccessful, meaning the funds were not returned to the customer. This issue needs immediate attention to ensure proper resolution and avoid customer dissatisfaction.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:transaction"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/notification_of_chargeback.json b/adyen/assets/monitors/notification_of_chargeback.json
new file mode 100644
index 0000000000000..c73de74afe682
--- /dev/null
+++ b/adyen/assets/monitors/notification_of_chargeback.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "Notification of Chargeback",
+	"description": "Chargeback notifications indicate disputes filed by issuing banks, requiring immediate action to review the case and compile evidence for resolution. This monitor tracks chargeback notifications to ensure timely awareness and response.",
+	"definition": {
+		"id": 154206380,
+		"name": "Notification of Chargeback",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:dispute @evt.name:NOTIFICATION_OF_CHARGEBACK\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}\nA Notification of Chargeback is the notification Adyen sends as soon as it is known that a dispute has been filed by the issuing bank\n\nA notification of chargeback has been detected for pspReference {{log.attributes.pspReference}}. Immediate attention is required to begin reviewing the case and compiling evidence for a defense in preparation of the upcoming Chargeback.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:dispute"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/notification_of_fraud.json b/adyen/assets/monitors/notification_of_fraud.json
new file mode 100644
index 0000000000000..9c840894abeea
--- /dev/null
+++ b/adyen/assets/monitors/notification_of_fraud.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "Notification of Fraud",
+	"description": "Notifications of fraud signal potentially suspicious activities, such as unusual spending patterns or stolen card usage, during payment processing. This monitor tracks potential fraud incidents to ensure prompt investigation and prevent unauthorized transactions.",
+	"definition": {
+		"id": 154210471,
+		"name": "Notification of Fraud",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:dispute @evt.name:NOTIFICATION_OF_FRAUD\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}\nNotification of Fraud (NoF) is an alert that indicates a potentially fraudulent transaction has been identified by the payment system. This notification is triggered when Adyen detects activities such as unusual spending patterns, stolen card use, or other suspicious behaviors during payment processing. \n\nPotential fraudulent activity has been detected for pspReference {{log.attributes.pspReference}}. Immediate investigation is required to verify the legitimacy of the transactions and prevent unauthorized activity.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:dispute"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/monitors/second_chargeback_detected.json b/adyen/assets/monitors/second_chargeback_detected.json
new file mode 100644
index 0000000000000..41bcfa9ec1fd5
--- /dev/null
+++ b/adyen/assets/monitors/second_chargeback_detected.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-26",
+	"last_updated_at": "2024-09-26",
+	"title": "Second Chargeback detected",
+	"description": "Second chargebacks occur when the issuer rejects the defense or Adyen accepts the pre-arbitration case, marking the final stage of the chargeback process. This monitor tracks the occurrence of second chargebacks to ensure timely awareness and prompt action to address these cases effectively.",
+	"definition": {
+		"id": 154586409,
+		"name": "Second Chargeback detected",
+		"type": "log alert",
+		"query": "logs(\"source:adyen service:dispute @evt.name:SECOND_CHARGEBACK\").index(\"*\").rollup(\"count\").by(\"@pspReference\").last(\"5m\") > 0",
+		"message": "{{#is_alert}}\nSecond chargeback refers to an alert from Adyen indicating that the issuer declined the defense, or Adyen accepted their pre-arbitration case. Defense documents can not be uploaded as this is the final stage.\n\nA second chargeback has been initiated for pspReference {{log.attributes.pspReference}}. Please take necessary action accordingly.\n{{/is_alert}}",
+		"tags": [
+			"source:adyen",
+			"service:dispute"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:adyen"
+	]
+}
\ No newline at end of file
diff --git a/adyen/assets/service_checks.json b/adyen/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/adyen/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/adyen/images/adyen_disputes.png b/adyen/images/adyen_disputes.png
new file mode 100644
index 0000000000000..7e6e0bca9526d
Binary files /dev/null and b/adyen/images/adyen_disputes.png differ
diff --git a/adyen/images/adyen_payouts.png b/adyen/images/adyen_payouts.png
new file mode 100644
index 0000000000000..0fabb82e55c59
Binary files /dev/null and b/adyen/images/adyen_payouts.png differ
diff --git a/adyen/images/adyen_transaction_1.png b/adyen/images/adyen_transaction_1.png
new file mode 100644
index 0000000000000..461eb64628011
Binary files /dev/null and b/adyen/images/adyen_transaction_1.png differ
diff --git a/adyen/images/adyen_transaction_2.png b/adyen/images/adyen_transaction_2.png
new file mode 100644
index 0000000000000..15617d2c6c655
Binary files /dev/null and b/adyen/images/adyen_transaction_2.png differ
diff --git a/adyen/manifest.json b/adyen/manifest.json
new file mode 100644
index 0000000000000..fed4bb224f5c7
--- /dev/null
+++ b/adyen/manifest.json
@@ -0,0 +1,80 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "fbf81df6-a556-4ee7-9c50-764bf129b0ec",
+  "app_id": "adyen",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Adyen Transactions, Disputes, and Payouts data",
+    "title": "Adyen",
+    "media": [
+      {
+        "media_type": "image",
+        "caption": "Adyen Transactions",
+        "image_url": "images/adyen_transaction_1.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Adyen Transactions",
+        "image_url": "images/adyen_transaction_2.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Adyen Payouts",
+        "image_url": "images/adyen_payouts.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Adyen Disputes",
+        "image_url": "images/adyen_disputes.png"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 27052339,
+      "source_type_name": "Adyen",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+        "Adyen Transactions": "assets/dashboards/adyen_transactions.json",
+        "Adyen Payouts": "assets/dashboards/adyen_payouts.json",
+        "Adyen Disputes": "assets/dashboards/adyen_disputes.json"
+    },
+    "monitors": {
+      "Failed refund detected due to a rejection by the card scheme": "assets/monitors/failed_refund_detected_due_to_a_rejection_by_the_card_scheme.json",
+      "High number of failed refunds detected": "assets/monitors/high_number_of_failed_refunds_detected.json",
+      "High number of failed captures detected": "assets/monitors/high_number_of_failed_captures_detected.json",
+      "Failed capture detected due to a rejection by the card scheme": "assets/monitors/failed_capture_detected_due_to_a_rejection_by_the_card_scheme.json",
+      "High number of failed payout requests detected": "assets/monitors/high_number_of_failed_payout_requests_detected.json",
+      "Expired payout detected": "assets/monitors/expired_payout_detected.json",
+      "High number of declined payouts detected": "assets/monitors/high_number_of_declined_payouts_detected.json",
+      "Notification of Chargeback": "assets/monitors/notification_of_chargeback.json",
+      "Notification of Fraud": "assets/monitors/notification_of_fraud.json",
+      "Second Chargeback detected": "assets/monitors/second_chargeback_detected.json"
+    },
+    "logs": {
+      "source": "adyen"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/aerospike/CHANGELOG.md b/aerospike/CHANGELOG.md
index 78886f2978e51..baa0c5576c721 100644
--- a/aerospike/CHANGELOG.md
+++ b/aerospike/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.1 / 2024-12-26
+
+***Fixed***:
+
+* Don't skip last index in each namespace ([#18996](https://github.com/DataDog/integrations-core/pull/18996))
+
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/aerospike/README.md b/aerospike/README.md
index f2e48d5201a23..ac244853cab98 100644
--- a/aerospike/README.md
+++ b/aerospike/README.md
@@ -75,10 +75,10 @@ For containerized environments, see [Configure integrations with Autodiscovery o
 
 **Example**
 
-Apply the following annotation to your pod, where `<CONTAINER_IDENTIFIER>` is the Aerospike container image name or a [custom identifier][15]:
+Apply the following annotation to your pod, where `<CONTAINER_NAME>` is the Aerospike container name or a [custom identifier][15]:
 
 ```
-ad.datadoghq.com/<CONTAINER_IDENTIFIER>.checks: |
+ad.datadoghq.com/<CONTAINER_NAME>.checks: |
   {
     "aerospike": {
       "init_config": {},
@@ -100,10 +100,10 @@ Collecting logs is disabled by default in the Datadog Agent. To enable it, see [
 
 **Example**
 
-Apply the following annotation to your pod, where `<CONTAINER_IDENTIFIER>` is the Aerospike container image name or a [custom identifier][15]:
+Apply the following annotation to your pod, where `<CONTAINER_NAME>` is the Aerospike container name or a [custom identifier][15]:
 
 ```
-ad.datadoghq.com/<CONTAINER_IDENTIFIER>.logs: |
+ad.datadoghq.com/<CONTAINER_NAME>.logs: |
   [
     {
       "type": "file",
diff --git a/aerospike/changelog.d/18207.added b/aerospike/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/aerospike/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/aerospike/changelog.d/18580.removed b/aerospike/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/aerospike/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/aerospike/changelog.d/18617.fixed b/aerospike/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/aerospike/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/aerospike/datadog_checks/aerospike/__about__.py b/aerospike/datadog_checks/aerospike/__about__.py
index f046338059ddf..59269a7bb5672 100644
--- a/aerospike/datadog_checks/aerospike/__about__.py
+++ b/aerospike/datadog_checks/aerospike/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.1'
diff --git a/aerospike/datadog_checks/aerospike/aerospike.py b/aerospike/datadog_checks/aerospike/aerospike.py
index f52814865f090..cec0c918ffdd8 100644
--- a/aerospike/datadog_checks/aerospike/aerospike.py
+++ b/aerospike/datadog_checks/aerospike/aerospike.py
@@ -152,7 +152,7 @@ def check(self, _):
 
             # https://www.aerospike.com/docs/reference/info/#sindex
             sindex = self.get_info('sindex/{}'.format(ns))
-            for idx in parse_namespace(sindex[:-1], ns, 'indexname'):
+            for idx in parse_namespace(sindex, ns, 'indexname'):
                 sindex_tags = ['sindex:{}'.format(idx)]
                 sindex_tags.extend(namespace_tags)
                 self.collect_info('sindex/{}/{}'.format(ns, idx), SINDEX_METRIC_TYPE, tags=sindex_tags)
diff --git a/aerospike/tests/common.py b/aerospike/tests/common.py
index c0dd957dbabda..a42f9db0b18cd 100644
--- a/aerospike/tests/common.py
+++ b/aerospike/tests/common.py
@@ -104,6 +104,32 @@
 
 ALL_METRICS = NAMESPACE_METRICS + LEGACY_SET_METRICS
 
+INDEXES_METRICS = [
+    "aerospike.sindex.delete_error",
+    "aerospike.sindex.delete_success",
+    "aerospike.sindex.entries",
+    "aerospike.sindex.histogram",
+    "aerospike.sindex.ibtr_memory_used",
+    "aerospike.sindex.keys",
+    "aerospike.sindex.load_pct",
+    "aerospike.sindex.loadtime",
+    "aerospike.sindex.nbtr_memory_used",
+    "aerospike.sindex.query_agg",
+    "aerospike.sindex.query_agg_avg_rec_count",
+    "aerospike.sindex.query_agg_avg_record_size",
+    "aerospike.sindex.query_avg_rec_count",
+    "aerospike.sindex.query_avg_record_size",
+    "aerospike.sindex.query_lookup_avg_rec_count",
+    "aerospike.sindex.query_lookup_avg_record_size",
+    "aerospike.sindex.query_lookups",
+    "aerospike.sindex.query_reqs",
+    "aerospike.sindex.si_accounted_memory",
+    "aerospike.sindex.stat_gc_recs",
+    "aerospike.sindex.stat_gc_time",
+    "aerospike.sindex.write_error",
+    "aerospike.sindex.write_success",
+]
+
 STATS_METRICS = [
     'cluster_size',
     'batch_index_initiate',
@@ -155,6 +181,32 @@
     'tags': ['tag:value'],
 }
 
+MOCK_INDEXES_METRICS = [
+    "keys=1",
+    "entries=1",
+    "ibtr_memory_used=18688",
+    "nbtr_memory_used=31",
+    "si_accounted_memory=18719",
+    "load_pct=100",
+    "loadtime=7",
+    "write_success=1",
+    "write_error=0",
+    "delete_success=0",
+    "delete_error=0",
+    "stat_gc_recs=0",
+    "stat_gc_time=0",
+    "query_reqs=0",
+    "query_avg_rec_count=0",
+    "query_avg_record_size=0",
+    "query_agg=0",
+    "query_agg_avg_rec_count=0",
+    "query_agg_avg_record_size=0",
+    "query_lookups=0",
+    "query_lookup_avg_rec_count=0",
+    "query_lookup_avg_record_size=0",
+    "histogram=false",
+]
+
 MOCK_DATACENTER_METRICS = [
     'dc_state=CLUSTER_UP',
     'dc_timelag=0',
diff --git a/aerospike/tests/conftest.py b/aerospike/tests/conftest.py
index 01e5448a97da3..0f3b9c170191a 100644
--- a/aerospike/tests/conftest.py
+++ b/aerospike/tests/conftest.py
@@ -39,6 +39,8 @@ def init_db():
         'quote_cnt': 47,
     }
     client.put(key, bins)
+    # Create at an index
+    client.index_string_create('test', 'characters', 'name', 'idx_characters_name')
 
     batch_keys = []
     for i in range(10):
diff --git a/aerospike/tests/docker/docker-compose.yaml b/aerospike/tests/docker/docker-compose.yaml
index e255b1c63110a..e7bbbef761193 100644
--- a/aerospike/tests/docker/docker-compose.yaml
+++ b/aerospike/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   aerospike:
     container_name: aerospike
diff --git a/aerospike/tests/test_aerospike.py b/aerospike/tests/test_aerospike.py
index ecd3a0a688e4a..66646789ad770 100644
--- a/aerospike/tests/test_aerospike.py
+++ b/aerospike/tests/test_aerospike.py
@@ -13,6 +13,7 @@
 from .common import (
     EXPECTED_PROMETHEUS_METRICS,
     EXPECTED_PROMETHEUS_METRICS_5_6,
+    INDEXES_METRICS,
     LATENCIES_METRICS,
     LAZY_METRICS,
     LEGACY_SET_METRICS,
@@ -36,8 +37,8 @@ def test_check(aggregator, instance, dd_run_check):
     _test_check(aggregator)
 
 
+@pytest.mark.integration
 def test_version_metadata(aggregator, instance, datadog_agent, dd_run_check):
-
     check = AerospikeCheck('aerospike', {}, [instance])
     check.check_id = 'test:123'
 
@@ -128,6 +129,9 @@ def _test_check(aggregator):
         for metric in LEGACY_SET_METRICS:
             aggregator.assert_metric("aerospike.set.{}".format(metric))
 
+    for metric in INDEXES_METRICS:
+        aggregator.assert_metric(metric)
+
     aggregator.assert_all_metrics_covered()
 
     aggregator.assert_service_check('aerospike.can_connect', AerospikeCheck.OK)
diff --git a/aerospike/tests/test_unit.py b/aerospike/tests/test_unit.py
index e7339566dc03f..681e9b8e0b0a1 100644
--- a/aerospike/tests/test_unit.py
+++ b/aerospike/tests/test_unit.py
@@ -52,6 +52,36 @@ def test_xdr_metrics(aggregator):
         aggregator.assert_metric(metric, tags=['datacenter:test'])
 
 
+def test_sindex_metrics(aggregator, dd_run_check):
+    check = AerospikeCheck('aerospike', {}, [common.INSTANCE])
+    original_get_info = check.get_info
+
+    def mock_get_info(command, separator=";"):
+        if command == "sindex/test":
+            return [
+                "ns=test:indexname=idx_characters_name:set=characters:bin=name:type=string:indextype=default:context=null:state=RW"
+            ]
+        elif command == "sindex/test/idx_characters_name":
+            return common.MOCK_INDEXES_METRICS
+        elif command.startswith("sets/"):
+            return []
+        return original_get_info(command, separator)
+
+    check.get_info = mock_get_info
+    check._tags = []
+    check._client = mock.MagicMock()
+    check._client.get_node_names = mock.MagicMock(
+        return_value={'address': common.HOST, 'port': common.PORT, 'node_name': 'test'}
+    )
+    check.get_namespaces = mock.MagicMock(return_value=['test'])
+    check.collect_throughput = mock.MagicMock()
+    check.collect_latency = mock.MagicMock()
+    dd_run_check(check)
+
+    for metric in common.INDEXES_METRICS:
+        aggregator.assert_metric(metric, tags=['namespace:test', 'sindex:idx_characters_name'])
+
+
 def test_multiple_xdr_metrics(aggregator):
     check = AerospikeCheck('aerospike', {}, [common.INSTANCE])
     check.get_info = mock.MagicMock(
diff --git a/agent_requirements.in b/agent_requirements.in
index b4c724713e294..50d458aba5e3c 100644
--- a/agent_requirements.in
+++ b/agent_requirements.in
@@ -2,17 +2,18 @@ aerospike==7.1.1; sys_platform != 'win32' and sys_platform != 'darwin'
 aws-requests-auth==0.4.3
 azure-identity==1.17.1
 beautifulsoup4==4.12.3
-binary==1.0.0
+binary==1.0.1
 boto3==1.35.10
 botocore==1.35.10
 cachetools==5.5.0
 clickhouse-cityhash==1.0.2.4
 clickhouse-driver==0.2.9
 cm-client==45.0.4
-confluent-kafka==2.5.0
+confluent-kafka==2.6.1
 cryptography==43.0.1
 ddtrace==2.10.6
 dnspython==2.6.1
+duckdb==1.1.1
 foundationdb==6.3.24
 hazelcast-python-client==5.4.0
 importlib-metadata==2.1.3; python_version < '3.8'
@@ -46,7 +47,7 @@ pysmi==1.2.1
 pysnmp-mibs==0.1.6
 pysnmp==5.1.0
 pysocks==1.7.1
-python-binary-memcached==0.31.2; sys_platform != 'win32'
+python-binary-memcached==0.31.4; sys_platform != 'win32'
 python-dateutil==2.9.0.post0
 python3-gearman==0.1.0; sys_platform != 'win32'
 pyvmomi==8.0.3.0.1
@@ -65,8 +66,7 @@ securesystemslib[crypto,pynacl]==0.28.0
 semver==3.0.2
 service-identity[idna]==24.1.0
 simplejson==3.19.3
-six==1.16.0
-snowflake-connector-python==3.12.1
+snowflake-connector-python==3.12.3
 supervisor==4.2.5
 tuf==4.0.0
 uptime==3.0.1
diff --git a/airflow/CHANGELOG.md b/airflow/CHANGELOG.md
index a14355acded4c..5e0f849f845d9 100644
--- a/airflow/CHANGELOG.md
+++ b/airflow/CHANGELOG.md
@@ -2,12 +2,28 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 6.2.0 / 2024-12-26
+
+***Added***:
+
+* Use `start_date` instead of `execution_date` for ongoing duration metrics ([#19278](https://github.com/DataDog/integrations-core/pull/19278))
+
+## 6.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.0.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/airflow/README.md b/airflow/README.md
index 7917db54a1507..40e8ffd4cde8e 100644
--- a/airflow/README.md
+++ b/airflow/README.md
@@ -20,7 +20,12 @@ In addition to metrics, the Datadog Agent also sends service checks related to A
 All steps below are needed for the Airflow integration to work properly. Before you begin, [install the Datadog Agent][3] version `>=6.17` or `>=7.17`, which includes the StatsD/DogStatsD mapping feature.
 
 ### Configuration
-There are two forms of the Airflow integration. There is the Datadog Agent integration which makes requests to a provided endpoint for Airflow to report whether it can connect and is healthy. Then there is the Airflow StatsD portion where Airflow can be configured to send metrics to the Datadog Agent, which can remap the Airflow notation to a Datadog notation.
+There are two parts of the Airflow integration:
+- The Datadog Agent portion, which makes requests to a provided endpoint for Airflow to report whether it can connect and is healthy. The Agent integration also queries Airflow to produce some of its own metrics.
+- The Airflow StatsD portion, where Airflow can be configured to send metrics to the Datadog Agent, which can remap the Airflow notation to a Datadog notation.
+
+The Airflow integration's [metrics](#metrics) come from both the Agent and StatsD portions.
+
 
 <!-- xxx tabs xxx -->
 <!-- xxx tab "Host" xxx -->
@@ -39,7 +44,7 @@ Connect Airflow to DogStatsD (included in the Datadog Agent) by using the Airflo
 - [Airflow Metrics][6]
 - [Airflow Metrics Configuration][7]
 
-**Note**: Presence or absence of StatsD metrics reported by Airflow might vary depending on the Airflow Executor used. For example: `airflow.ti_failures/successes`, `airflow.operator_failures/successes`, `airflow.dag.task.duration` are [not reported for `KubernetesExecutor`][20]. 
+**Note**: Presence or absence of StatsD metrics reported by Airflow might vary depending on the Airflow Executor used. For example: `airflow.ti_failures/successes`, `airflow.operator_failures/successes`, `airflow.dag.task.duration` are [not reported for `KubernetesExecutor`][20].
 
 1. Install the [Airflow StatsD plugin][1].
 
@@ -50,12 +55,12 @@ Connect Airflow to DogStatsD (included in the Datadog Agent) by using the Airflo
 2. Update the Airflow configuration file `airflow.cfg` by adding the following configs:
 
    <div class="alert alert-warning"> Do not set `statsd_datadog_enabled` to true. Enabling `statsd_datadog_enabled` can create conflicts. To prevent issues, ensure that the variable is set to `False`.</div>
-   
+
    ```conf
    [scheduler]
    statsd_on = True
    # Hostname or IP of server running the Datadog Agent
-   statsd_host = localhost  
+   statsd_host = localhost
    # DogStatsD port configured in the Datadog Agent
    statsd_port = 8125
    statsd_prefix = airflow
@@ -104,6 +109,23 @@ Connect Airflow to DogStatsD (included in the Datadog Agent) by using the Airflo
            name: "airflow.dag.loading_duration"
            tags:
              dag_file: "$1"
+         - match: "airflow.local_task_job.task_exit.*.*.*.*"
+           name: "airflow.local_task_job.task_exit"
+           tags:
+             job_id: "$1"
+             dag_id: "$2"
+             task_id: "$3"
+             return_code: "$4"
+         - match: "airflow.dag.*.*.queue_duration"
+           name: "airflow.dag.queue_duration"
+           tags:
+             dag_id: "$1"
+             task_id: "$2"
+         - match: "airflow.dag.*.*.scheduled_duration"
+           name: "airflow.dag.scheduled_duration"
+           tags:
+             dag_id: "$1"
+             task_id: "$2"
          - match: "airflow.dagrun.*.first_task_scheduling_delay"
            name: "airflow.dagrun.first_task_scheduling_delay"
            tags:
@@ -182,13 +204,13 @@ Connect Airflow to DogStatsD (included in the Datadog Agent) by using the Airflo
          - match: 'airflow\.ti\.start\.(.+)\.(\w+)'
            match_type: regex
            name: airflow.ti.start
-           tags: 
+           tags:
              dag_id: "$1"
              task_id: "$2"
          - match: 'airflow\.ti\.finish\.(\w+)\.(.+)\.(\w+)'
            name: airflow.ti.finish
            match_type: regex
-           tags: 
+           tags:
              dag_id: "$1"
              task_id: "$2"
              state: "$3"
@@ -285,15 +307,35 @@ For containerized environments, see the [Autodiscovery Integration Templates][8]
 
 Ensure that `url` matches your Airflow [webserver `base_url`][19], the URL used to connect to your Airflow instance. Replace `localhost` with the template variable `%%host%%`.
 
+If you are using Airflow's Helm chart, this [exposes the webserver as a ClusterIP service][22] that you should use in the `url` parameter. 
+
+For example, your Autodiscovery annotations may look like the following:
+
+```
+apiVersion: v1
+kind: Pod
+# (...)
+metadata:
+  name: '<POD_NAME>'
+  annotations:
+    ad.datadoghq.com/<CONTAINER_IDENTIFIER>.checks: |
+      {
+        "airflow": {
+          "instances": ["url": "http://airflow-ui.%%kube_namespace%%.svc.cluster.local:8080"]
+        }
+      }      
+    # (...)
+```
+
 ##### Connect Airflow to DogStatsD
 
 Connect Airflow to DogStatsD (included in the Datadog Agent) by using the Airflow `statsd` feature to collect metrics. For more information about the metrics reported by the Airflow version used and the additional configuration options, see the Airflow documentation below:
 - [Airflow Metrics][6]
 - [Airflow Metrics Configuration][7]
 
-**Note**: Presence or absence of StatsD metrics reported by Airflow might vary depending on the Airflow Executor used. For example: `airflow.ti_failures/successes`, `airflow.operator_failures/successes`, `airflow.dag.task.duration` are [not reported for `KubernetesExecutor`][20]. 
+**Note**: Presence or absence of StatsD metrics reported by Airflow might vary depending on the Airflow Executor used. For example: `airflow.ti_failures/successes`, `airflow.operator_failures/successes`, `airflow.dag.task.duration` are [not reported for `KubernetesExecutor`][20].
 
-**Note**: The environment variables used for Airflow may differ between versions. For example in Airflow `2.0.0` this utilizes the environment variable `AIRFLOW__METRICS__STATSD_HOST`, whereas Airflow `1.10.15` utilizes `AIRFLOW__SCHEDULER__STATSD_HOST`. 
+**Note**: The environment variables used for Airflow may differ between versions. For example in Airflow `2.0.0` this utilizes the environment variable `AIRFLOW__METRICS__STATSD_HOST`, whereas Airflow `1.10.15` utilizes `AIRFLOW__SCHEDULER__STATSD_HOST`.
 
 The Airflow StatsD configuration can be enabled with the following environment variables in a Kubernetes Deployment:
   ```yaml
@@ -313,12 +355,15 @@ The environment variable for the host endpoint `AIRFLOW__SCHEDULER__STATSD_HOST`
 
 This should direct the StatsD traffic from the Airflow container to a Datadog Agent ready to accept the incoming data. The last portion is to update the Datadog Agent with the corresponding `dogstatsd_mapper_profiles` . This can be done by copying the `dogstatsd_mapper_profiles` provided in the [Host installation][13] into your `datadog.yaml` file. Or by deploying your Datadog Agent with the equivalent JSON configuration in the environment variable `DD_DOGSTATSD_MAPPER_PROFILES`. With respect to Kubernetes the equivalent environment variable notation is:
   ```yaml
-  env: 
+  env:
     - name: DD_DOGSTATSD_MAPPER_PROFILES
       value: >
         [{"name":"airflow","prefix":"airflow.","mappings":[{"match":"airflow.*_start","name":"airflow.job.start","tags":{"job_name":"$1"}},{"match":"airflow.*_end","name":"airflow.job.end","tags":{"job_name":"$1"}},{"match":"airflow.*_heartbeat_failure","name":"airflow.job.heartbeat.failure","tags":{"job_name":"$1"}},{"match":"airflow.operator_failures_*","name":"airflow.operator_failures","tags":{"operator_name":"$1"}},{"match":"airflow.operator_successes_*","name":"airflow.operator_successes","tags":{"operator_name":"$1"}},{"match":"airflow\\.dag_processing\\.last_runtime\\.(.*)","match_type":"regex","name":"airflow.dag_processing.last_runtime","tags":{"dag_file":"$1"}},{"match":"airflow\\.dag_processing\\.last_run\\.seconds_ago\\.(.*)","match_type":"regex","name":"airflow.dag_processing.last_run.seconds_ago","tags":{"dag_file":"$1"}},{"match":"airflow\\.dag\\.loading-duration\\.(.*)","match_type":"regex","name":"airflow.dag.loading_duration","tags":{"dag_file":"$1"}},{"match":"airflow.dagrun.*.first_task_scheduling_delay","name":"airflow.dagrun.first_task_scheduling_delay","tags":{"dag_id":"$1"}},{"match":"airflow.pool.open_slots.*","name":"airflow.pool.open_slots","tags":{"pool_name":"$1"}},{"match":"airflow.pool.queued_slots.*","name":"airflow.pool.queued_slots","tags":{"pool_name":"$1"}},{"match":"airflow.pool.running_slots.*","name":"airflow.pool.running_slots","tags":{"pool_name":"$1"}},{"match":"airflow.pool.used_slots.*","name":"airflow.pool.used_slots","tags":{"pool_name":"$1"}},{"match":"airflow.pool.starving_tasks.*","name":"airflow.pool.starving_tasks","tags":{"pool_name":"$1"}},{"match":"airflow\\.dagrun\\.dependency-check\\.(.*)","match_type":"regex","name":"airflow.dagrun.dependency_check","tags":{"dag_id":"$1"}},{"match":"airflow\\.dag\\.(.*)\\.([^.]*)\\.duration","match_type":"regex","name":"airflow.dag.task.duration","tags":{"dag_id":"$1","task_id":"$2"}},{"match":"airflow\\.dag_processing\\.last_duration\\.(.*)","match_type":"regex","name":"airflow.dag_processing.last_duration","tags":{"dag_file":"$1"}},{"match":"airflow\\.dagrun\\.duration\\.success\\.(.*)","match_type":"regex","name":"airflow.dagrun.duration.success","tags":{"dag_id":"$1"}},{"match":"airflow\\.dagrun\\.duration\\.failed\\.(.*)","match_type":"regex","name":"airflow.dagrun.duration.failed","tags":{"dag_id":"$1"}},{"match":"airflow\\.dagrun\\.schedule_delay\\.(.*)","match_type":"regex","name":"airflow.dagrun.schedule_delay","tags":{"dag_id":"$1"}},{"match":"airflow.scheduler.tasks.running","name":"airflow.scheduler.tasks.running"},{"match":"airflow.scheduler.tasks.starving","name":"airflow.scheduler.tasks.starving"},{"match":"airflow.sla_email_notification_failure","name":"airflow.sla_email_notification_failure"},{"match":"airflow\\.task_removed_from_dag\\.(.*)","match_type":"regex","name":"airflow.dag.task_removed","tags":{"dag_id":"$1"}},{"match":"airflow\\.task_restored_to_dag\\.(.*)","match_type":"regex","name":"airflow.dag.task_restored","tags":{"dag_id":"$1"}},{"match":"airflow.task_instance_created-*","name":"airflow.task.instance_created","tags":{"task_class":"$1"}},{"match":"airflow\\.ti\\.start\\.(.+)\\.(\\w+)","match_type":"regex","name":"airflow.ti.start","tags":{"dag_id":"$1","task_id":"$2"}},{"match":"airflow\\.ti\\.finish\\.(\\w+)\\.(.+)\\.(\\w+)","name":"airflow.ti.finish","match_type":"regex","tags":{"dag_id":"$1","task_id":"$2","state":"$3"}}]}]
   ```
 
+To add non-static tags to the StatsD metrics, you must use DogStatsD mapper profiles. [See an example mapper profile][21] that adds `service` and `env` tags.
+
+
 ##### Log collection
 
 _Available for Agent versions >6.0_
@@ -352,6 +397,8 @@ In addition, [Airflow DatadogHook][16] can be used to interact with Datadog:
 
 See [metadata.csv][17] for a list of metrics provided by this check.
 
+**Note**: `airflow.healthy`, `airflow.can_connect`, `airflow.dag.task.total_running`, and `airflow.dag.task.ongoing_duration` metrics are collected from the Agent portion of the integration. All other metrics come from StatsD.
+
 ### Events
 
 The Airflow check does not include any events.
@@ -362,6 +409,10 @@ See [service_checks.json][18] for a list of service checks provided by this inte
 
 ## Troubleshooting
 
+### HTTP 403 errors for Agent integration
+
+You may need to configure parameters for the Datadog Agent to make authenticated requests to Airflow's API. Use one of the available [configuration options][23].
+
 Need help? Contact [Datadog support][11].
 
 
@@ -377,7 +428,7 @@ Need help? Contact [Datadog support][11].
 [10]: https://docs.datadoghq.com/agent/guide/agent-commands/?tab=agentv6#start-stop-and-restart-the-agent
 [11]: https://docs.datadoghq.com/help/
 [12]: https://docs.datadoghq.com/developers/dogstatsd/?tab=kubernetes#setup
-[13]: /integrations/airflow/?tab=host#connect-airflow-to-dogstatsd
+[13]: https://docs.datadoghq.com/integrations/airflow/?tab=host#connect-airflow-to-dogstatsd
 [14]: https://docs.datadoghq.com/agent/kubernetes/integrations/?tab=kubernetes#configuration
 [15]: https://docs.datadoghq.com/agent/guide/agent-commands/?tab=agentv6#agent-status-and-information
 [16]: https://airflow.apache.org/docs/apache-airflow-providers-datadog/stable/_modules/airflow/providers/datadog/hooks/datadog.html
@@ -385,3 +436,6 @@ Need help? Contact [Datadog support][11].
 [18]: https://github.com/DataDog/integrations-core/blob/master/airflow/assets/service_checks.json
 [19]: https://airflow.apache.org/docs/apache-airflow/stable/configurations-ref.html#base-url
 [20]: https://airflow.apache.org/docs/apache-airflow/stable/executor/kubernetes.html
+[21]: http://docs.datadoghq.com/resources/json/airflow_ust.json
+[22]: https://github.com/apache/airflow/blob/main/chart/values.yaml#L1522-L1529
+[23]: https://github.com/DataDog/integrations-core/blob/master/airflow/datadog_checks/airflow/data/conf.yaml.example#L84-L118
\ No newline at end of file
diff --git a/airflow/assets/configuration/spec.yaml b/airflow/assets/configuration/spec.yaml
index a78029f9ec994..cc4b4141d0ba8 100644
--- a/airflow/assets/configuration/spec.yaml
+++ b/airflow/assets/configuration/spec.yaml
@@ -13,6 +13,12 @@ files:
       description: The URL used to connect to the Airflow instance (use the Airflow web server REST API endpoint).
       value:
         type: string
+    - name: collect_ongoing_duration
+      required: false
+      description: Collect ongoing duration metric for DAG task instances.
+      value:
+        type: boolean
+        example: true
     - template: instances/http
     - template: instances/default
   - template: logs
diff --git a/airflow/changelog.d/18207.added b/airflow/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/airflow/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/airflow/changelog.d/18617.fixed b/airflow/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/airflow/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/airflow/datadog_checks/airflow/__about__.py b/airflow/datadog_checks/airflow/__about__.py
index 90ac9024197fd..dc781a1f01ffc 100644
--- a/airflow/datadog_checks/airflow/__about__.py
+++ b/airflow/datadog_checks/airflow/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '6.0.0'
+__version__ = '6.2.0'
diff --git a/airflow/datadog_checks/airflow/airflow.py b/airflow/datadog_checks/airflow/airflow.py
index f9d3e8157fe02..9e1f082520d87 100644
--- a/airflow/datadog_checks/airflow/airflow.py
+++ b/airflow/datadog_checks/airflow/airflow.py
@@ -19,7 +19,7 @@ def __init__(self, name, init_config, instances):
 
         self._url = self.instance.get('url', '')
         self._tags = self.instance.get('tags', [])
-
+        self._collect_ongoing_duration = self.instance.get('collect_ongoing_duration', True)
         # The Agent only makes one attempt to instantiate each AgentCheck so any errors occurring
         # in `__init__` are logged just once, making it difficult to spot. Therefore, we emit
         # potential configuration errors as part of the check run phase.
@@ -51,7 +51,7 @@ def check(self, _):
         else:
             submit_metrics(resp, tags)
             # Only calculate task duration for stable API
-            if target_url is url_stable:
+            if target_url is url_stable and self._collect_ongoing_duration:
                 task_instances = self._get_all_task_instances(url_stable_task_instances, tags)
                 if task_instances:
                     self._calculate_task_ongoing_duration(task_instances, tags)
@@ -118,14 +118,14 @@ def _calculate_task_ongoing_duration(self, tasks, tags):
             dag_task_tags = copy(tags)
             task_id = task.get('task_id')
             dag_id = task.get('dag_id')
-            execution_date = task.get('execution_date')
+            start_date = task.get('start_date')
 
             # Add tags for each task
             dag_task_tags.append('dag_id:{}'.format(dag_id))
             dag_task_tags.append('task_id:{}'.format(task_id))
 
             # Calculate ongoing duration
-            ongoing_duration = get_timestamp() - datetime.fromisoformat((execution_date)).timestamp()
+            ongoing_duration = get_timestamp() - datetime.fromisoformat((start_date)).timestamp()
             self.gauge('airflow.dag.task.ongoing_duration', ongoing_duration, tags=dag_task_tags)
 
     def _parse_config(self):
diff --git a/airflow/datadog_checks/airflow/config_models/defaults.py b/airflow/datadog_checks/airflow/config_models/defaults.py
index 81b466607723e..c88e64022a89a 100644
--- a/airflow/datadog_checks/airflow/config_models/defaults.py
+++ b/airflow/datadog_checks/airflow/config_models/defaults.py
@@ -24,6 +24,10 @@ def instance_auth_type():
     return 'basic'
 
 
+def instance_collect_ongoing_duration():
+    return True
+
+
 def instance_disable_generic_tags():
     return False
 
diff --git a/airflow/datadog_checks/airflow/config_models/instance.py b/airflow/datadog_checks/airflow/config_models/instance.py
index e31c99d217e86..265191f70aa1e 100644
--- a/airflow/datadog_checks/airflow/config_models/instance.py
+++ b/airflow/datadog_checks/airflow/config_models/instance.py
@@ -60,6 +60,7 @@ class InstanceConfig(BaseModel):
     aws_host: Optional[str] = None
     aws_region: Optional[str] = None
     aws_service: Optional[str] = None
+    collect_ongoing_duration: Optional[bool] = None
     connect_timeout: Optional[float] = None
     disable_generic_tags: Optional[bool] = None
     empty_default_hostname: Optional[bool] = None
diff --git a/airflow/datadog_checks/airflow/data/conf.yaml.example b/airflow/datadog_checks/airflow/data/conf.yaml.example
index 260c385662bcd..31105f3bf816f 100644
--- a/airflow/datadog_checks/airflow/data/conf.yaml.example
+++ b/airflow/datadog_checks/airflow/data/conf.yaml.example
@@ -50,6 +50,11 @@ instances:
     #
   - url: <URL>
 
+    ## @param collect_ongoing_duration - boolean - optional - default: true
+    ## Collect ongoing duration metric for DAG task instances.
+    #
+    # collect_ongoing_duration: true
+
     ## @param proxy - mapping - optional
     ## This overrides the `proxy` setting in `init_config`.
     ##
diff --git a/airflow/tests/test_unit.py b/airflow/tests/test_unit.py
index 0cab38355d9ac..033334be280d7 100644
--- a/airflow/tests/test_unit.py
+++ b/airflow/tests/test_unit.py
@@ -118,3 +118,44 @@ def test_dag_task_ongoing_duration(aggregator, task_instance):
         tags=['key:my-tag', 'url:http://localhost:8080', 'dag_id:tutorial', 'task_id:sleep'],
         count=1,
     )
+
+
+@pytest.mark.parametrize(
+    "collect_ongoing_duration, should_call_method",
+    [
+        pytest.param(
+            True,
+            [
+                mock.call(
+                    'http://localhost:8080/api/v1/dags/~/dagRuns/~/taskInstances?state=running',
+                    ['url:http://localhost:8080', 'key:my-tag'],
+                )
+            ],
+            id="collect",
+        ),
+        pytest.param(
+            False,
+            [],
+            id="don't collect",
+        ),
+    ],
+)
+def test_config_collect_ongoing_duration(collect_ongoing_duration, should_call_method):
+    instance = {**common.FULL_CONFIG['instances'][0], 'collect_ongoing_duration': collect_ongoing_duration}
+    check = AirflowCheck('airflow', common.FULL_CONFIG, [instance])
+
+    with mock.patch('datadog_checks.airflow.airflow.AirflowCheck._get_version', return_value='2.6.2'):
+        with mock.patch('datadog_checks.base.utils.http.requests') as req:
+            mock_resp = mock.MagicMock(status_code=200)
+            mock_resp.json.side_effect = [
+                {'metadatabase': {'status': 'healthy'}, 'scheduler': {'status': 'healthy'}},
+            ]
+            req.get.return_value = mock_resp
+
+            with mock.patch(
+                'datadog_checks.airflow.airflow.AirflowCheck._get_all_task_instances'
+            ) as mock_get_all_task_instances:
+                check.check(None)
+
+                # Assert method calls
+                mock_get_all_task_instances.assert_has_calls(should_call_method, any_order=False)
diff --git a/amazon_msk/CHANGELOG.md b/amazon_msk/CHANGELOG.md
index 04fd78f43d1b4..4973f3d68464a 100644
--- a/amazon_msk/CHANGELOG.md
+++ b/amazon_msk/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.11.0 / 2024-09-05
 
 ***Added***:
@@ -18,7 +32,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 4.9.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/amazon_msk/changelog.d/18207.added b/amazon_msk/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/amazon_msk/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/amazon_msk/changelog.d/18580.removed b/amazon_msk/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/amazon_msk/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/amazon_msk/changelog.d/18617.fixed b/amazon_msk/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/amazon_msk/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/amazon_msk/datadog_checks/amazon_msk/__about__.py b/amazon_msk/datadog_checks/amazon_msk/__about__.py
index 59ccab2a77ff8..098562e5f2817 100644
--- a/amazon_msk/datadog_checks/amazon_msk/__about__.py
+++ b/amazon_msk/datadog_checks/amazon_msk/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/ambari/CHANGELOG.md b/ambari/CHANGELOG.md
index b93483cf4b3be..8a44654aeb176 100644
--- a/ambari/CHANGELOG.md
+++ b/ambari/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/ambari/changelog.d/18207.added b/ambari/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ambari/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ambari/changelog.d/18580.removed b/ambari/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ambari/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ambari/changelog.d/18617.fixed b/ambari/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ambari/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ambari/datadog_checks/ambari/__about__.py b/ambari/datadog_checks/ambari/__about__.py
index 59ccab2a77ff8..098562e5f2817 100644
--- a/ambari/datadog_checks/ambari/__about__.py
+++ b/ambari/datadog_checks/ambari/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/anthropic/CHANGELOG.md b/anthropic/CHANGELOG.md
new file mode 100644
index 0000000000000..3de181c7e0654
--- /dev/null
+++ b/anthropic/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Anthropic
+
+## 1.0.0 / 2024-11-08
+
+***Added***:
+
+* Initial Release
diff --git a/anthropic/README.md b/anthropic/README.md
new file mode 100644
index 0000000000000..c15b4d9be6d33
--- /dev/null
+++ b/anthropic/README.md
@@ -0,0 +1,127 @@
+# Anthropic
+
+## Overview
+Use the Anthropic integration to monitor, troubleshoot, and evaluate your LLM-powered applications, such as chatbots or data extraction tools, using Anthropic's models. 
+
+If you are building LLM applications, use LLM Observability to investigate the root cause of issues,
+monitor operational performance, and evaluate the quality, privacy, and safety of your LLM applications.
+
+See the [LLM Observability tracing view video](https://imgix.datadoghq.com/video/products/llm-observability/expedite-troubleshooting.mp4?fm=webm&fit=max) for an example of how you can investigate a trace.
+
+## Setup
+
+### LLM Observability: Get end-to-end visibility into your LLM application using Anthropic
+You can enable LLM Observability in different environments. Follow the appropriate setup based on your scenario:
+
+#### Installation for Python
+
+##### If you do not have the Datadog Agent:
+1. Install the `ddtrace` package:
+
+  ```shell
+    pip install ddtrace
+  ```
+
+2.  Start your application using the following command to enable Agentless mode:
+
+  ```shell
+    DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_AGENTLESS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <YOUR_APP>.py
+  ```
+
+##### If you already have the Datadog Agent installed:
+1. Make sure the Agent is running and that APM and StatsD are enabled. For example, use the following command with Docker:
+
+  ```shell
+  docker run -d \
+    --cgroupns host \
+    --pid host \
+    -v /var/run/docker.sock:/var/run/docker.sock:ro \
+    -v /proc/:/host/proc/:ro \
+    -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+    -e DD_API_KEY=<DATADOG_API_KEY> \
+    -p 127.0.0.1:8126:8126/tcp \
+    -p 127.0.0.1:8125:8125/udp \
+    -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+    -e DD_APM_ENABLED=true \
+    gcr.io/datadoghq/agent:latest
+  ```
+
+2. If you haven't already, install the `ddtrace` package:
+
+  ```shell
+    pip install ddtrace
+  ```
+
+3. To automatically enable tracing, start your application using the `ddtrace-run` command:
+
+  ```shell
+     DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <your_app>.py
+  ```
+
+**Note**: If the Agent is running on a custom host or port, set `DD_AGENT_HOST` and `DD_TRACE_AGENT_PORT` accordingly.
+
+##### If you are running LLM Observability in a serverless environment (AWS Lambda):
+1. Install the **Datadog-Python** and **Datadog-Extension** Lambda layers as part of your AWS Lambda setup.
+2. Enable LLM Observability by setting the following environment variables:
+
+  ```shell
+     DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME>
+  ```
+
+**Note**: In serverless environments, Datadog automatically flushes spans at the end of the Lambda function.
+
+##### Automatic Anthropic tracing
+
+The Anthropic integration allows for automatic tracing of chat message calls made by the Anthropic Python SDK, capturing latency, errors, input/output messages, and token usage during Anthropic operations.
+
+The following methods are traced for both synchronous and asynchronous Anthropic operations:
+- Chat messages (including streamed calls): `Anthropic().messages.create()`, `AsyncAnthropic().messages.create()`
+- Streamed chat messages: `Anthropic().messages.stream()`, `AsyncAnthropic().messages.stream()`
+
+No additional setup is required for these methods.
+
+##### Validation
+
+Validate that LLM Observability is properly capturing spans by checking your application logs for successful span creation. You can also run the following command to check the status of the `dd-trace` integration:
+
+  ```shell
+  ddtrace-run --info
+  ```
+
+Look for the following message to confirm the setup:
+
+  ```shell
+  Agent error: None
+  ```
+
+##### Debugging
+
+If you encounter issues during setup, enable debug logging by passing the `--debug` flag:
+
+  ```shell
+  ddtrace-run --debug
+  ```
+
+This displays any errors related to data transmission or instrumentation, including issues with Anthropic traces.
+
+## Data Collected
+
+### Metrics
+
+The Anthropic integration does not include any custom metrics.
+
+### Service Checks
+
+The Anthropic integration does not include any service checks.
+
+### Events
+
+The Anthropic integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][2].
+
+[1]: https://docs.datadoghq.com/integrations/anthropic/
+[2]: https://docs.datadoghq.com/help/
+
diff --git a/anthropic/assets/service_checks.json b/anthropic/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/anthropic/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/anthropic/manifest.json b/anthropic/manifest.json
new file mode 100644
index 0000000000000..082d9d8c046be
--- /dev/null
+++ b/anthropic/manifest.json
@@ -0,0 +1,43 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "53fe7c3e-57eb-42ca-8e43-ec92c04b6160",
+  "app_id": "anthropic",
+  "display_on_public_website": true,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Monitor Anthropic usage and health at the application level",
+    "title": "Anthropic",
+    "media": [],
+    "classifier_tags": [
+      "Category::AI/ML",
+      "Category::Metrics",
+      "Submitted Data Type::Traces",
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 31102434,
+      "source_type_name": "Anthropic",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/apache/CHANGELOG.md b/apache/CHANGELOG.md
index 67baf622191b5..6cdc38bdd57dd 100644
--- a/apache/CHANGELOG.md
+++ b/apache/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/apache/changelog.d/18207.added b/apache/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/apache/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/apache/changelog.d/18580.removed b/apache/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/apache/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/apache/changelog.d/18617.fixed b/apache/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/apache/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/apache/datadog_checks/apache/__about__.py b/apache/datadog_checks/apache/__about__.py
index b033d7b5bb770..91262416e46c9 100644
--- a/apache/datadog_checks/apache/__about__.py
+++ b/apache/datadog_checks/apache/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/appgate_sdp/CHANGELOG.md b/appgate_sdp/CHANGELOG.md
index 96c18884e43fe..7b04638da0286 100644
--- a/appgate_sdp/CHANGELOG.md
+++ b/appgate_sdp/CHANGELOG.md
@@ -2,7 +2,7 @@
 
 <!-- towncrier release notes start -->
 
-## 1.0.0 / 2024-10-04
+## 1.0.0 / 2024-10-04 / Agent 7.59.0
 
 ***Added***:
 
diff --git a/arangodb/CHANGELOG.md b/arangodb/CHANGELOG.md
index 0f9298d831a19..42d0305de98ff 100644
--- a/arangodb/CHANGELOG.md
+++ b/arangodb/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/arangodb/changelog.d/18207.added b/arangodb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/arangodb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/arangodb/changelog.d/18617.fixed b/arangodb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/arangodb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/arangodb/datadog_checks/arangodb/__about__.py b/arangodb/datadog_checks/arangodb/__about__.py
index c1405a3ef0291..00d8d3e916500 100644
--- a/arangodb/datadog_checks/arangodb/__about__.py
+++ b/arangodb/datadog_checks/arangodb/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/arangodb/tests/docker/docker-compose.yaml b/arangodb/tests/docker/docker-compose.yaml
index 539aaa1b14c47..ddac16dd6cd2a 100644
--- a/arangodb/tests/docker/docker-compose.yaml
+++ b/arangodb/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   arangodb:
     container_name: arangodb
diff --git a/argo_rollouts/CHANGELOG.md b/argo_rollouts/CHANGELOG.md
index d70d50091a691..be61fd665c804 100644
--- a/argo_rollouts/CHANGELOG.md
+++ b/argo_rollouts/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/argo_rollouts/changelog.d/18207.added b/argo_rollouts/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/argo_rollouts/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/argo_rollouts/changelog.d/18617.fixed b/argo_rollouts/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/argo_rollouts/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/argo_rollouts/datadog_checks/argo_rollouts/__about__.py b/argo_rollouts/datadog_checks/argo_rollouts/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/argo_rollouts/datadog_checks/argo_rollouts/__about__.py
+++ b/argo_rollouts/datadog_checks/argo_rollouts/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/argo_workflows/CHANGELOG.md b/argo_workflows/CHANGELOG.md
index c04c6e80edf39..87367097f6daf 100644
--- a/argo_workflows/CHANGELOG.md
+++ b/argo_workflows/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/argo_workflows/changelog.d/18207.added b/argo_workflows/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/argo_workflows/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/argo_workflows/changelog.d/18617.fixed b/argo_workflows/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/argo_workflows/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/argo_workflows/datadog_checks/argo_workflows/__about__.py b/argo_workflows/datadog_checks/argo_workflows/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/argo_workflows/datadog_checks/argo_workflows/__about__.py
+++ b/argo_workflows/datadog_checks/argo_workflows/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/argocd/CHANGELOG.md b/argocd/CHANGELOG.md
index 9cdb8eb7e46cc..ca2676e2a08e6 100644
--- a/argocd/CHANGELOG.md
+++ b/argocd/CHANGELOG.md
@@ -2,12 +2,28 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.2.0 / 2024-11-28
+
+***Added***:
+
+* Add new Application Set metrics ([#18961](https://github.com/DataDog/integrations-core/pull/18961))
+
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.4.3 / 2024-08-09 / Agent 7.57.0
 
 ***Fixed***:
diff --git a/argocd/assets/dashboards/argo_cd_overview.json b/argocd/assets/dashboards/argo_cd_overview.json
index 9b7841f07683d..b19a57b3b3436 100644
--- a/argocd/assets/dashboards/argo_cd_overview.json
+++ b/argocd/assets/dashboards/argo_cd_overview.json
@@ -2145,7 +2145,7 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:argocd.app_controller.cluster_api_resources{$host,$kube_cluster_name,$kube_namespace} by {host,kube_cluster_name}"
+                                            "query": "avg:argocd.app_controller.cluster.api.resources{$host,$kube_cluster_name,$kube_namespace} by {host,kube_cluster_name}"
                                         }
                                     ],
                                     "response_format": "timeseries",
diff --git a/argocd/assets/monitors/application_sync_status.json b/argocd/assets/monitors/application_sync_status.json
index 9d808a5bf3297..0d92b26befdc3 100644
--- a/argocd/assets/monitors/application_sync_status.json
+++ b/argocd/assets/monitors/application_sync_status.json
@@ -22,7 +22,7 @@
       }
     },
     "priority": null,
-    "query": "max(last_30m):default_zero(avg:argocd.app_controller.app.info{!sync_status:synced} by {sync_status,name}) >= 1",
+    "query": "min(last_30m):avg:argocd.app_controller.app.info{!sync_status:synced} by {sync_status,name} >= 1",
     "restricted_roles": null,
     "tags": [
       "integration:argocd"
diff --git a/argocd/changelog.d/18207.added b/argocd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/argocd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/argocd/changelog.d/18617.fixed b/argocd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/argocd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/argocd/datadog_checks/argocd/__about__.py b/argocd/datadog_checks/argocd/__about__.py
index c1405a3ef0291..df3e4342a4a3e 100644
--- a/argocd/datadog_checks/argocd/__about__.py
+++ b/argocd/datadog_checks/argocd/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.2.0'
diff --git a/argocd/datadog_checks/argocd/metrics.py b/argocd/datadog_checks/argocd/metrics.py
index 3cda92262faa9..4627463552831 100644
--- a/argocd/datadog_checks/argocd/metrics.py
+++ b/argocd/datadog_checks/argocd/metrics.py
@@ -67,6 +67,10 @@
     'controller_runtime_reconcile_errors': 'reconcile.errors',
     'controller_runtime_reconcile_time_seconds': 'reconcile.time_seconds',
     'controller_runtime_reconcile': 'runtime.reconcile',
+    'argocd_appset_info': 'appset.info',
+    'argocd_appset_reconcile': 'appset.reconcile',
+    'argocd_appset_owned_applications': 'appset.owned.applications',
+    'argocd_appset_labels': 'appset.labels',
 }
 
 API_SERVER = {
diff --git a/argocd/metadata.csv b/argocd/metadata.csv
index 126a9872634d1..1693ad5380ada 100644
--- a/argocd/metadata.csv
+++ b/argocd/metadata.csv
@@ -103,10 +103,16 @@ argocd.app_controller.workqueue.queue.duration.seconds.count,count,,,,The total
 argocd.app_controller.workqueue.queue.duration.seconds.sum,count,,,,The sum the of events counted in the workqueue duration histogram,0,argocd,app_controller workqueue queue duration seconds sum,
 argocd.app_controller.workqueue.retries.count,count,,,,The total number of retries handled by workqueue,0,argocd,app_controller workqueue retries,
 argocd.app_controller.workqueue.unfinished_work.seconds,gauge,,second,,The number of seconds of work that has been done that is in progress and hasn't been observed by `work_duration`. Large values indicate stuck threads. One can deduce the number of stuck threads by observing the rate at which this increases,0,argocd,app_controller workqueue unfinished_work seconds,
-argocd.app_controller.workqueue.work.duration.seconds.bucket,count,,second,,The histogram bucket for time in seconds it takes for processing of an item in the workqueue ,0,argocd,app_controller workqueue work duration seconds bucket,
-argocd.app_controller.workqueue.work.duration.seconds.count,count,,,,The total number of events in the workqueue item processing duration histogram ,0,argocd,app_controller workqueue work duration seconds count,
-argocd.app_controller.workqueue.work.duration.seconds.sum,count,,,,The sum of events in the workqueue item processing duration histogram ,0,argocd,app_controller workqueue work duration seconds sum,
+argocd.app_controller.workqueue.work.duration.seconds.bucket,count,,second,,The histogram bucket for time in seconds it takes for processing of an item in the workqueue,0,argocd,app_controller workqueue work duration seconds bucket,
+argocd.app_controller.workqueue.work.duration.seconds.count,count,,,,The total number of events in the workqueue item processing duration histogram,0,argocd,app_controller workqueue work duration seconds count,
+argocd.app_controller.workqueue.work.duration.seconds.sum,count,,,,The sum of events in the workqueue item processing duration histogram,0,argocd,app_controller workqueue work duration seconds sum,
 argocd.appset_controller.active.workers,gauge,,,,Number of currently used workers per controller,0,argocd,appset_controller runtime active workers count,
+argocd.appset_controller.appset.info,gauge,,,,Information about Application Sets. It contains labels for the name and namespace of an application set as well as Resource_update_status that reflects the ResourcesUpToDate property,0,argocd,appset_controller appset info,
+argocd.appset_controller.appset.labels,gauge,,,,Applicationset labels translated to Prometheus labels. Disabled by default,0,argocd,appset_controller appset info,
+argocd.appset_controller.appset.owned.applications,gauge,,,,Number of applications owned by the applicationset. It contains labels for the name and namespace of an applicationset.,0,argocd,appset_controller appset info,
+argocd.appset_controller.appset.reconcile.bucket,count,,,,Application reconciliation performance observation counts by histogram buckets. It contains labels for the name and namespace of an applicationset,0,argocd,appset_controller appset info,
+argocd.appset_controller.appset.reconcile.count,count,,,,Application reconciliation performance observation counts total. It contains labels for the name and namespace of an applicationset,0,argocd,appset_controller appset info,
+argocd.appset_controller.appset.reconcile.sum,count,,,,Application reconciliation performance in seconds total. It contains labels for the name and namespace of an applicationset,0,argocd,appset_controller appset info,
 argocd.appset_controller.go.gc.duration.seconds.count,count,,second,,The summary count of garbage collection cycles in the ApplicationSet controller,0,argocd,appset_controller go gc duration seconds count,
 argocd.appset_controller.go.gc.duration.seconds.quantile,gauge,,second,,A summary of the pause duration of garbage collection cycles in the ApplicationSet controller,0,argocd,appset_controller go gc duration seconds,
 argocd.appset_controller.go.gc.duration.seconds.sum,count,,second,,The sum of the pause duration of garbage collection cycles in the ApplicationSet controller,0,argocd,appset_controller go gc duration seconds sum,
@@ -228,4 +234,4 @@ argocd.repo_server.redis.request.count,count,,request,,The number of kubernetes
 argocd.repo_server.redis.request.duration.seconds.bucket,count,,second,,The Redis requests duration histogram buckets,0,argocd,repo_server redis request duration seconds bucket,
 argocd.repo_server.redis.request.duration.seconds.count,count,,second,,The count aggregation of the Redis requests duration histogram,0,argocd,repo_server redis request duration seconds count,
 argocd.repo_server.redis.request.duration.seconds.sum,count,,second,,The sum aggregation of the Redis requests duration histogram,0,argocd,repo_server redis request duration seconds sum,
-argocd.repo_server.repo.pending.request.total,gauge,,request,, The number of pending requests requiring repository lock,0,argocd,repo_server repo pending request,
+argocd.repo_server.repo.pending.request.total,gauge,,request,,The number of pending requests requiring repository lock,0,argocd,repo_server repo pending request,
\ No newline at end of file
diff --git a/argocd/tests/common.py b/argocd/tests/common.py
index 7bbf92a7bd005..ad29f463a62e0 100644
--- a/argocd/tests/common.py
+++ b/argocd/tests/common.py
@@ -113,12 +113,18 @@
 appset_controller_gauges = [
     'active.workers',
     'max.concurrent.reconciles',
+    'appset.info',
+    'appset.owned.applications',
+    'appset.labels',
 ]
 
 appset_controller_histograms = [
     'reconcile.time_seconds.bucket',
     'reconcile.time_seconds.count',
     'reconcile.time_seconds.sum',
+    'appset.reconcile.bucket',
+    'appset.reconcile.count',
+    'appset.reconcile.sum',
 ]
 
 api_server_counters = [
@@ -176,6 +182,12 @@
     'argocd.app_controller.app.reconcile.count',
     'argocd.app_controller.app.reconcile.sum',
     'argocd.app_controller.kubectl.exec.pending',
+    'argocd.appset_controller.appset.reconcile.bucket',
+    'argocd.appset_controller.appset.reconcile.count',
+    'argocd.appset_controller.appset.reconcile.sum',
+    'argocd.appset_controller.appset.info',
+    'argocd.appset_controller.appset.owned.applications',
+    'argocd.appset_controller.appset.labels',
     'argocd.appset_controller.reconcile.time_seconds.bucket',
     'argocd.appset_controller.reconcile.time_seconds.count',
     'argocd.appset_controller.reconcile.time_seconds.sum',
diff --git a/argocd/tests/fixtures/appset_controller_metrics.txt b/argocd/tests/fixtures/appset_controller_metrics.txt
index 1812355840d90..00a91d8514354 100644
--- a/argocd/tests/fixtures/appset_controller_metrics.txt
+++ b/argocd/tests/fixtures/appset_controller_metrics.txt
@@ -309,4 +309,19 @@ process_virtual_memory_max_bytes 1.8446744073709552e+19
 # HELP rest_client_requests_total Number of HTTP requests, partitioned by status code, method, and host.
 # TYPE rest_client_requests_total counter
 rest_client_requests_total{code="200",host="172.20.0.1:443",method="GET"} 3770
-rest_client_requests_total{code="404",host="172.20.0.1:443",method="GET"} 1
\ No newline at end of file
+rest_client_requests_total{code="404",host="172.20.0.1:443",method="GET"} 1
+# HELP argocd_appset_labels Manually created
+# TYPE argocd_appset_labels gauge
+argocd_appset_labels{controller="applicationset"} 0
+# HELP argocd_appset_info Manually created
+# TYPE argocd_appset_info gauge
+argocd_appset_info{controller="applicationset"} 1
+# HELP argocd_appset_owned_applications Manually created
+# TYPE argocd_appset_owned_applications gauge
+argocd_appset_owned_applications{controller="applicationset"} 1
+# HELP argocd_appset_reconcile manually created to test parsing
+# TYPE argocd_appset_reconcile histogram
+argocd_appset_reconcile_bucket{controller="applicationset",le="0.005"} 155
+argocd_appset_reconcile_bucket{controller="applicationset",le="+Inf"} 1347
+argocd_appset_reconcile_sum{controller="applicationset"} 507.75374146199937
+argocd_appset_reconcile_count{controller="applicationset"} 1347
\ No newline at end of file
diff --git a/asana/CHANGELOG.md b/asana/CHANGELOG.md
new file mode 100644
index 0000000000000..3c4552566c699
--- /dev/null
+++ b/asana/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - asana
+
+## 1.0.0 / 2024-11-06
+
+***Added***:
+
+* Initial Release
diff --git a/asana/README.md b/asana/README.md
new file mode 100644
index 0000000000000..e179d5e353a17
--- /dev/null
+++ b/asana/README.md
@@ -0,0 +1,56 @@
+## Overview
+
+[Asana][1] is a cloud-based work management tool designed to help individuals and teams keep track of tasks, delegate responsibilities, monitor progress, and communicate in real-time. By providing a centralized platform for collaboration, Asana helps teams stay organized and focused, ensuring that projects are completed on time.
+
+This integration ingests the following logs:
+
+- **Audit Logs**: Audit logs provide a detailed record of significant events, enabling your teams to identify and mitigate the impact of incidents as they arise, while also reviewing configuration changes with precision.
+
+This integration gathers audit logs and forwards them to Datadog for seamless analysis. Datadog leverages its built-in log pipelines to parse and enrich these logs, facilitating easy search and detailed insights. With preconfigured dashboards, the integration offers clear visibility into activities within the Asana platform. Additionally, it includes ready-to-use Cloud SIEM detection rules for enhanced monitoring and security.
+
+## Setup
+
+### Generate API Credentials in Asana
+
+1. Log in to your [Asana Admin Console][3] as a **Super Admin** of an Enterprise+ organization.
+2. Navigate to the **Apps** tab in your Admin Console.
+3. Click on **Service Accounts**.
+4. Select the **Add Service Account** button and complete the following steps:
+   1. Enter a descriptive and identifiable name under **Name**.
+   2. Under **Permission Scopes**, select **Scoped permissions** and check the **Audit Logs** box.
+5. Click **Save Changes** and copy the **Service Account PAT** for later use.
+6. Go to the **Settings** tab in your Admin Console.
+7. Scroll to the bottom of the page to locate the **Domain ID (Workspace ID)**.
+
+### Connect your Asana Account to Datadog
+
+1. Add your Workspace ID and Service Account PAT.
+   | Parameters          | Description                                                                           |
+   | ------------------- | ------------------------------------------------------------------------------------- |
+   | Workspace ID        | The Workspace ID of your organization in the Asana platform.                          |
+   | Service Account PAT | The Service Account Personal Access Token of your organization in the Asana platform. |
+
+2. Click the Save button to save your settings.
+
+## Data Collected
+
+### Logs
+
+The Asana integration collects and forwards audit logs to Datadog. For more details on the logs we collect with this integration, see the Asana Audit Logs API [Docs][4].
+
+### Metrics
+
+The Asana integration does not include any metrics.
+
+### Events
+
+The Asana integration does not include any events.
+
+## Support
+
+For any further assistance, contact [Datadog support][2].
+
+[1]: https://asana.com/
+[2]: https://docs.datadoghq.com/help/
+[3]: https://app.asana.com/admin
+[4]: https://developers.asana.com/docs/audit-log-events
diff --git a/asana/assets/asana.svg b/asana/assets/asana.svg
new file mode 100644
index 0000000000000..53e0d31d28962
--- /dev/null
+++ b/asana/assets/asana.svg
@@ -0,0 +1,125 @@
+<?xml version="1.0" encoding="UTF-8"?>
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diff --git a/asana/assets/dashboards/asana_audit_logs.json b/asana/assets/dashboards/asana_audit_logs.json
new file mode 100644
index 0000000000000..fdeb316fe5441
--- /dev/null
+++ b/asana/assets/dashboards/asana_audit_logs.json
@@ -0,0 +1,5070 @@
+{
+    "title": "Asana - Audit Logs",
+    "description": "- This dashboard provides insights to help you to track audit events within the Asana platform.",
+    "widgets": [
+        {
+            "id": 3098264915522038,
+            "definition": {
+                "type": "image",
+                "url": "https://assets.asana.biz/transform/74c5faee-1258-451a-a331-e577c6eb59ca/logo-primary?io=transform:fill,width:2560&format=webp",
+                "sizing": "cover",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 495983273354694,
+            "definition": {
+                "type": "note",
+                "content": "This dashboard provides a comprehensive overview of activities within the Asana platform, focusing on key operational areas to ensure security, compliance, and efficient management. \n\nIt monitors essential events including logins, user updates, admin settings changes, role modifications, content exports, access control updates, app usage, and the creation and deletion of projects and tasks. \n\nThis enables teams to maintain comprehensive oversight of all activities within the platform, ensuring real-time visibility and control.\n\nFor more information, see the [Asana Integration Documentation](https://docs.datadoghq.com/integrations/asana).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 8184424141356950,
+            "definition": {
+                "title": "Overview",
+                "background_color": "pink",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7891400334881222,
+                        "definition": {
+                            "title": "Total Audit Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#fdedec"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8702748035003160,
+                        "definition": {
+                            "title": "Audit Activities over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Audit Activity",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "semantic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6705122077069254,
+                        "definition": {
+                            "title": "Distribution of Events by Categories",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@event_category",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6374066949724432,
+                        "definition": {
+                            "title": "Top 10 Event Types",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@event_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5021373095489562,
+                        "definition": {
+                            "title": "Distribution of Events by Context Types",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@context.context_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3290071191915248,
+                        "definition": {
+                            "title": "Audit Activities by Location",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "geomap",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.geoip.country.iso_code",
+                                                    "limit": 250,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5436549861232012,
+                        "definition": {
+                            "title": "Audit Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:asana service:audit-logs $Event-Type $User-Name $User-Email $Client-IP",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 16
+            }
+        },
+        {
+            "id": 5992951938582648,
+            "definition": {
+                "title": "Logins",
+                "background_color": "pink",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1529666315158758,
+                        "definition": {
+                            "title": "Total Login Attempts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs @event_category:logins @event_type:(user_login_failed OR user_login_succeeded) $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#fdedec"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7096459074518288,
+                        "definition": {
+                            "title": "Logins Attempts over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Login Attempts",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs @event_category:logins @event_type:(user_login_failed OR user_login_succeeded) $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "semantic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1655665871381868,
+                        "definition": {
+                            "title": "Total Failed Login Attempts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs @event_category:logins @event_type:user_login_failed $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#eca1a1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
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+                    },
+                    {
+                        "id": 1941340753236608,
+                        "definition": {
+                            "title": "Failed Login Attempts over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Failed Login Attempts",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs @event_category:logins @event_type:user_login_failed $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "red",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
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+                            "width": 8,
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+                        }
+                    },
+                    {
+                        "id": 7283546014130056,
+                        "definition": {
+                            "title": "Top Failed Login Attempts by User",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
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+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
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+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs @event_category:logins @event_type:user_login_failed $Event-Type $User-Name $User-Email $Client-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
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+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:asana service:audit-logs status:medium $Client-IP $User-Email $User-Name $Event-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 129,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Event-Type",
+            "prefix": "@event_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "User-Name",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "User-Email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Client-IP",
+            "prefix": "@network.client.ip",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/asana/assets/logs/asana.yaml b/asana/assets/logs/asana.yaml
new file mode 100644
index 0000000000000..8e4c940806a88
--- /dev/null
+++ b/asana/assets/logs/asana.yaml
@@ -0,0 +1,164 @@
+id: asana
+metric_id: asana
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: User-Agent
+    path: http.useragent
+    source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Asana
+  enabled: true
+  filter:
+    query: source:asana
+  processors:
+    - type: date-remapper
+      name: Define `created_at` as the official date of the log
+      enabled: true
+      sources:
+        - created_at
+    - type: attribute-remapper
+      name: Map `actor.gid` to `usr.id`
+      enabled: true
+      sources:
+        - actor.gid
+      sourceType: attribute
+      target: usr.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `actor.name` to `usr.name`
+      enabled: true
+      sources:
+        - actor.name
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `actor.email` to `usr.email`
+      enabled: true
+      sources:
+        - actor.email
+      sourceType: attribute
+      target: usr.email
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `context.client_ip_address` to `network.client.ip`
+      enabled: true
+      sources:
+        - context.client_ip_address
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `context.user_agent` to `http.useragent`
+      enabled: true
+      sources:
+        - context.user_agent
+      sourceType: attribute
+      target: http.useragent
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: category-processor
+      name: Category processor for roles event type
+      enabled: true
+      categories:
+        - filter:
+            query: "@event_category:roles -@details.old_value:*"
+          name: "NULL"
+      target: details.old_value
+    - type: user-agent-parser
+      name: Extracting user-agent information from the user-agent
+      enabled: true
+      sources:
+        - http.useragent
+      target: http.useragent_details
+      encoded: false
+      combineVersionDetails: false
+    - type: geo-ip-parser
+      name: Extract geolocation information for Client IP
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
diff --git a/asana/assets/logs/asana_tests.yaml b/asana/assets/logs/asana_tests.yaml
new file mode 100644
index 0000000000000..be49fe91b43d0
--- /dev/null
+++ b/asana/assets/logs/asana_tests.yaml
@@ -0,0 +1,206 @@
+id: asana
+tests:
+ -
+  sample: |-
+    {
+        "gid": "1208575735614490",
+        "created_at": "2024-10-18T04:42:40.072Z",
+        "event_type": "user_app_authorized",
+        "event_category": "apps",
+        "actor": {
+            "actor_type": "user",
+            "gid": "1208549725691543",
+            "name": "Test User",
+            "email": "test.user@gmail.com"
+        },
+        "resource": {
+            "resource_type": "user",
+            "gid": "1208549725691543",
+            "name": "Test User",
+            "email": "test.user@gmail.com"
+        },
+        "details": {
+            "app_type": "oauth",
+            "app_gid": "1207902716322150",
+            "app_name": "ExperienceCloudAsana",
+            "app_url": ""
+        },
+        "context": {
+            "context_type": "web",
+            "client_ip_address": "10.10.10.10",
+            "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        }
+    }
+  result:
+    custom:
+      actor:
+        actor_type: "user"
+      context:
+        context_type: "web"
+      created_at: "2024-10-18T04:42:40.072Z"
+      details:
+        app_gid: "1207902716322150"
+        app_name: "ExperienceCloudAsana"
+        app_type: "oauth"
+        app_url: ""
+      event_category: "apps"
+      event_type: "user_app_authorized"
+      gid: "1208575735614490"
+      http:
+        useragent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        useragent_details:
+          browser:
+            family: "Chrome"
+            major: "130"
+            minor: "0"
+            patch: "0"
+            patch_minor: "0"
+          device:
+            category: "Desktop"
+            family: "Other"
+          os:
+            family: "Windows"
+            major: "10"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      resource:
+        email: "test.user@gmail.com"
+        gid: "1208549725691543"
+        name: "Test User"
+        resource_type: "user"
+      usr:
+        email: "test.user@gmail.com"
+        id: "1208549725691543"
+        name: "Test User"
+    message: |-
+      {
+        "actor" : {
+          "gid" : "1208549725691543",
+          "actor_type" : "user",
+          "name" : "Test User",
+          "email" : "test.user@gmail.com"
+        },
+        "gid" : "1208575735614490",
+        "event_type" : "user_app_authorized",
+        "resource" : {
+          "gid" : "1208549725691543",
+          "resource_type" : "user",
+          "name" : "Test User",
+          "email" : "test.user@gmail.com"
+        },
+        "context" : {
+          "context_type" : "web",
+          "client_ip_address" : "10.10.10.10",
+          "user_agent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        },
+        "created_at" : "2024-10-18T04:42:40.072Z",
+        "details" : {
+          "app_name" : "ExperienceCloudAsana",
+          "app_type" : "oauth",
+          "app_url" : "",
+          "app_gid" : "1207902716322150"
+        },
+        "event_category" : "apps"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1729226560072
+ -
+  sample: |-
+    {
+        "gid": "1208576820918547",
+        "created_at": "2024-10-18T09:14:10.943Z",
+        "event_type": "project_privacy_settings_changed",
+        "event_category": "roles",
+        "actor": {
+            "actor_type": "user",
+            "gid": "1208549725691543",
+            "name": "Test User",
+            "email": "test.user@gmail.com"
+        },
+        "resource": {
+            "resource_type": "project",
+            "gid": "1208576817480872",
+            "name": "Test User1's previously assigned tasks"
+        },
+        "details": {
+            "old_value": null,
+            "new_value": "members_only"
+        },
+        "context": {
+            "context_type": "web",
+            "client_ip_address": "20.20.20.20",
+            "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        }
+    }
+  result:
+    custom:
+      actor:
+        actor_type: "user"
+      context:
+        context_type: "web"
+      created_at: "2024-10-18T09:14:10.943Z"
+      details:
+        new_value: "members_only"
+        old_value: "NULL"
+      event_category: "roles"
+      event_type: "project_privacy_settings_changed"
+      gid: "1208576820918547"
+      http:
+        useragent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        useragent_details:
+          browser:
+            family: "Chrome"
+            major: "130"
+            minor: "0"
+            patch: "0"
+            patch_minor: "0"
+          device:
+            category: "Desktop"
+            family: "Other"
+          os:
+            family: "Windows"
+            major: "10"
+      network:
+        client:
+          geoip: {}
+          ip: "20.20.20.20"
+      resource:
+        gid: "1208576817480872"
+        name: "Test User1's previously assigned tasks"
+        resource_type: "project"
+      usr:
+        email: "test.user@gmail.com"
+        id: "1208549725691543"
+        name: "Test User"
+    message: |-
+      {
+        "actor" : {
+          "gid" : "1208549725691543",
+          "actor_type" : "user",
+          "name" : "Test User",
+          "email" : "test.user@gmail.com"
+        },
+        "gid" : "1208576820918547",
+        "event_type" : "project_privacy_settings_changed",
+        "resource" : {
+          "gid" : "1208576817480872",
+          "resource_type" : "project",
+          "name" : "Test User1's previously assigned tasks"
+        },
+        "context" : {
+          "context_type" : "web",
+          "client_ip_address" : "20.20.20.20",
+          "user_agent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"
+        },
+        "created_at" : "2024-10-18T09:14:10.943Z",
+        "details" : {
+          "new_value" : "members_only"
+        },
+        "event_category" : "roles"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1729242850943
diff --git a/asana/assets/service_checks.json b/asana/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/asana/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/asana/images/asana_audit_logs.png b/asana/images/asana_audit_logs.png
new file mode 100644
index 0000000000000..47c9e730652bf
Binary files /dev/null and b/asana/images/asana_audit_logs.png differ
diff --git a/asana/manifest.json b/asana/manifest.json
new file mode 100644
index 0000000000000..c089104227ed4
--- /dev/null
+++ b/asana/manifest.json
@@ -0,0 +1,52 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "2287c449-1fb3-4897-8771-8ae5ead3c7ef",
+  "app_id": "asana",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Explore and analyze Asana audit logs",
+    "title": "Asana",
+    "media": [
+      {
+        "caption": "Asana - Audit Logs",
+        "image_url": "images/asana_audit_logs.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Security",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 30091439,
+      "source_type_name": "Asana",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Asana - Audit Logs": "assets/dashboards/asana_audit_logs.json"
+    },
+    "logs": {
+      "source": "asana"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
\ No newline at end of file
diff --git a/aspdotnet/CHANGELOG.md b/aspdotnet/CHANGELOG.md
index dce96d08b138a..01e32c3905aa4 100644
--- a/aspdotnet/CHANGELOG.md
+++ b/aspdotnet/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/aspdotnet/changelog.d/18207.added b/aspdotnet/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/aspdotnet/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/aspdotnet/changelog.d/18580.removed b/aspdotnet/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/aspdotnet/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/aspdotnet/changelog.d/18617.fixed b/aspdotnet/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/aspdotnet/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/aspdotnet/datadog_checks/aspdotnet/__about__.py b/aspdotnet/datadog_checks/aspdotnet/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/aspdotnet/datadog_checks/aspdotnet/__about__.py
+++ b/aspdotnet/datadog_checks/aspdotnet/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/authorize_net/CHANGELOG.md b/authorize_net/CHANGELOG.md
new file mode 100644
index 0000000000000..d343bf7c205d4
--- /dev/null
+++ b/authorize_net/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - authorize.net
+
+## 1.0.0 / 2024-10-23
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/authorize_net/README.md b/authorize_net/README.md
new file mode 100644
index 0000000000000..8ea656afd8068
--- /dev/null
+++ b/authorize_net/README.md
@@ -0,0 +1,35 @@
+# Authorize.Net
+
+## Overview
+
+Authorize.Net is a widely used payment gateway that allows businesses to accept secure payments through various channels, including online, mobile, and in-person transactions. Supporting a range of payment methods such as credit cards, e-checks, and digital wallets like Apple Pay and PayPal, it offers a versatile solution for merchants. The platform emphasizes security with features like encryption, tokenization, and PCI DSS compliance, while also providing advanced fraud detection tools
+
+## Setup
+
+### Configuration
+
+!!! Add list of steps to set up this integration !!!
+
+### Validation
+
+!!! Add steps to validate integration is functioning as expected !!!
+
+## Data Collected
+
+### Logs 
+
+The Authorize.Net integration collects and forward settled transaction logs to Datadog.
+
+### Metrics
+
+The Authorize.Net integration collects and forward metrics to Datadog.
+
+### Events
+
+The Authorize.Net integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][1].
+
+[1]: https://docs.datadoghq.com/help/
\ No newline at end of file
diff --git a/authorize_net/assets/service_checks.json b/authorize_net/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/authorize_net/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/authorize_net/manifest.json b/authorize_net/manifest.json
new file mode 100644
index 0000000000000..df97536b9149d
--- /dev/null
+++ b/authorize_net/manifest.json
@@ -0,0 +1,49 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "a86b9a64-3785-471a-9563-a40e6f3fb86e",
+  "app_id": "authorize-net",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Settled and Unsettled Transactions of Authorize.Net",
+    "title": "Authorize.Net",
+    "media": [],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Metrics",
+      "Submitted Data Type::Logs",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 28965663,
+      "source_type_name": "Authorize.Net",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "authorize_net.",
+        "check": [],
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "logs": {
+      "source": "authorize_net"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/authorize_net/metadata.csv b/authorize_net/metadata.csv
new file mode 100644
index 0000000000000..02cde5e98381e
--- /dev/null
+++ b/authorize_net/metadata.csv
@@ -0,0 +1 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
diff --git a/avi_vantage/CHANGELOG.md b/avi_vantage/CHANGELOG.md
index 03c45db6bb0e1..2d07d6515c6a8 100644
--- a/avi_vantage/CHANGELOG.md
+++ b/avi_vantage/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 5.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/avi_vantage/changelog.d/18207.added b/avi_vantage/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/avi_vantage/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/avi_vantage/changelog.d/18617.fixed b/avi_vantage/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/avi_vantage/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/avi_vantage/datadog_checks/avi_vantage/__about__.py b/avi_vantage/datadog_checks/avi_vantage/__about__.py
index 6a50d99c582b0..414513f536ddb 100644
--- a/avi_vantage/datadog_checks/avi_vantage/__about__.py
+++ b/avi_vantage/datadog_checks/avi_vantage/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '5.1.0'
diff --git a/avi_vantage/tests/test_avi_vantage.py b/avi_vantage/tests/test_avi_vantage.py
index 1e9fb55aadece..04d93309c07fd 100644
--- a/avi_vantage/tests/test_avi_vantage.py
+++ b/avi_vantage/tests/test_avi_vantage.py
@@ -7,6 +7,7 @@
 from datadog_checks.dev.utils import get_metadata_metrics
 
 
+@pytest.mark.unit
 def test_check(mock_client, get_expected_metrics, aggregator, unit_instance, dd_run_check):
     check = AviVantageCheck('avi_vantage', {}, [unit_instance])
     dd_run_check(check)
@@ -17,6 +18,7 @@ def test_check(mock_client, get_expected_metrics, aggregator, unit_instance, dd_
     aggregator.assert_metrics_using_metadata(get_metadata_metrics())
 
 
+@pytest.mark.integration
 def test_integration(
     dd_environment, get_expected_metrics, aggregator, integration_instance, dd_run_check, datadog_agent
 ):
diff --git a/aws_neuron/CHANGELOG.md b/aws_neuron/CHANGELOG.md
index 3aecb0f3ca4d9..756a46568676d 100644
--- a/aws_neuron/CHANGELOG.md
+++ b/aws_neuron/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.0.1 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/aws_neuron/README.md b/aws_neuron/README.md
index fdd031e2e1809..36b22383b0cd7 100644
--- a/aws_neuron/README.md
+++ b/aws_neuron/README.md
@@ -1,4 +1,4 @@
-# Agent Check: AWS Neuron
+# Agent Check: AWS Inferentia and AWS Trainium Monitoring
 
 ## Overview
 
diff --git a/aws_neuron/assets/dashboards/aws_neuron_overview.json b/aws_neuron/assets/dashboards/aws_neuron_overview.json
index 4b30aa72d5426..2e9b8bc334398 100644
--- a/aws_neuron/assets/dashboards/aws_neuron_overview.json
+++ b/aws_neuron/assets/dashboards/aws_neuron_overview.json
@@ -1,6 +1,6 @@
 {
-  "title": "AWS Neuron Dashboard",
-  "description": "# Description\nThis dashboard provides observability for your Inferentia and Trainium instances leveraging the Neuron SDK.\n\nIt shows information about the usage and performance of your Neuron devices as well as insights into the execution and training of your models, including error rates, latency and memory usage.\n\n# Useful Links\n[AWS Neuron Integration](https://docs.datadoghq.com/integrations/aws_neuron/)\n\n[AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/index.html)",
+  "title": "AWS Inferentia and AWS Trainium Monitoring Dashboard",
+  "description": "# Description\nThis dashboard provides observability for your Inferentia and Trainium instances leveraging the Neuron SDK.\n\nIt shows information about the usage and performance of your Neuron devices as well as insights into the execution and training of your models, including error rates, latency, and memory usage.\n\n# Useful Links\n\n[AWS Inferentia and AWS Trainium Monitoring Integration](https://docs.datadoghq.com/integrations/aws_neuron/)\n\n[AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/index.html)",
   "widgets": [
     {
       "id": 6979231130018708,
@@ -15,7 +15,7 @@
             "id": 56755139831890,
             "definition": {
               "type": "note",
-              "content": "# AWS Neuron\n\nThis dashboard provides observability for your Inferentia and Trainium instances leveraging the Neuron SDK.\n\nIt shows information about the usage and performance of your Neuron devices as well as insights into the execution and training of your models, including error rates, latency and memory usage.",
+              "content": "# AWS Trainium and AWS Inferentia Monitoring\n\nThis dashboard provides observability for your Inferentia and Trainium instances leveraging the Neuron SDK.\n\nIt shows information about the usage and performance of your AWS machine learning (ML) chips as well as insights into the execution and training of your models, including error rates, latency, and memory usage.",
               "background_color": "white",
               "font_size": "14",
               "text_align": "left",
@@ -36,7 +36,7 @@
             "id": 4721541429420236,
             "definition": {
               "type": "note",
-              "content": "# Useful Links\n\n[AWS Neuron Integration](https://docs.datadoghq.com/integrations/aws_neuron/)\n\n[AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/index.html)",
+              "content": "# Useful Links\n\n[AWS Inferentia and AWS Trainium Monitoring Integration](https://docs.datadoghq.com/integrations/aws_neuron/)\n\n[AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/index.html)",
               "background_color": "white",
               "font_size": "14",
               "text_align": "left",
@@ -75,7 +75,7 @@
             "id": 5198931877490734,
             "definition": {
               "type": "note",
-              "content": "This overview provides a quick look into the general status and health of your Neuron instances.",
+              "content": "This overview provides a quick look into the general status and health of your Trainium and Inferentia instances.",
               "background_color": "green",
               "font_size": "14",
               "text_align": "center",
@@ -478,7 +478,7 @@
             "id": 5529167122831830,
             "definition": {
               "type": "note",
-              "content": "Make the most out of your system by monitoring resource utilization at multiple scales. Tracking NeuronCore utilization helps assess how effectively the model is using the allocated Neuron cores, guiding optimization for better performance. Additionally, the system utilization metrics provide a bird's eye view of the system resources.",
+              "content": "Make the most out of your system by monitoring resource utilization at multiple scales. Tracking NeuronCore utilization helps assess how effectively the model is using the allocated device cores, guiding optimization for better performance. Additionally, the system utilization metrics provide a bird's eye view of the system resources.",
               "background_color": "green",
               "font_size": "14",
               "text_align": "center",
@@ -1066,7 +1066,7 @@
                       "name": "a",
                       "data_source": "logs",
                       "search": {
-                        "query": "source:aws-neuron status:ERROR "
+                        "query": "source:aws_neuron status:error"
                       },
                       "indexes": [
                         "*"
@@ -1076,7 +1076,7 @@
                         "aggregation": "count",
                         "metric": "count"
                       },
-                      "storage": "online_archives"
+                      "storage": "flex_tier"
                     }
                   ],
                   "response_format": "timeseries",
@@ -1188,8 +1188,6 @@
   ],
   "layout_type": "ordered",
   "notify_list": [],
-  "reflow_type": "fixed",
-  "tags": [
-    "team:agent-integrations"
-  ]
+  "reflow_type": "fixed"
 }
+
diff --git a/aws_neuron/assets/logs/aws_neuron.yaml b/aws_neuron/assets/logs/aws_neuron.yaml
index a6699c424ce35..165a55e1e2a3c 100644
--- a/aws_neuron/assets/logs/aws_neuron.yaml
+++ b/aws_neuron/assets/logs/aws_neuron.yaml
@@ -7,29 +7,45 @@ pipeline:
   name: AWS Neuron
   enabled: true
   filter:
-    query: 'source:aws_neuron'
+    query: "source:aws_neuron"
   processors:
     - type: grok-parser
       name: Operator compilation
       enabled: true
       source: message
       samples:
-        - 'INFO:Neuron: => aten::Int: 96'
-        - 'INFO:Neuron: => aten::Int: 1 [supported]'
-        - 'INFO:Neuron: => aten::embedding: 3 [not supported]'
+        - "INFO:Neuron: => aten::Int: 96"
+        - "INFO:Neuron: => aten::Int: 1 [supported]"
+        - "INFO:Neuron: => aten::embedding: 3 [not supported]"
       grok:
         supportRules: operator %{word:operator.library}::%{word:operator.type}
-        matchRules: 'operator_rule INFO:Neuron: => %{operator}: %{integer:count}( \[%{data:not_compiled_msg}\])?'
+        matchRules: "operator_rule INFO:Neuron: => %{operator}: %{integer:count}(
+          \\[%{data:not_compiled_msg}\\])?"
     - type: grok-parser
       name: Message separation
       enabled: true
       source: message
       samples:
-        - INFO:Neuron:Number of arithmetic operators (pre-compilation) before = 565, fused = 548, percent fused = 96.99%
-        - 'INFO:Neuron: => aten::layer_norm: 25'
+        - INFO:Neuron:Number of arithmetic operators (pre-compilation) before =
+          565, fused = 548, percent fused = 96.99%
+        - "INFO:Neuron: => aten::layer_norm: 25"
+        - >
+          2024-11-15 10:38:24.000103:  4938  ERROR ||NEURON_CC_WRAPPER||:
+          Compilation failed for
+          /tmp/ubuntu/neuroncc_compile_workdir/cf6cf570-d889-4a0c-a821-719e225d9bc8/model.MODULE_16150394314145281873+d7517139.hlo_module.pb
+          after 0 retries.
+        - >
+          2024-Nov-15
+          13:35:03.0879  6475:6475  ERROR   NRT:nrt_allocate_neuron_cores               NeuronCore(s)
+          not available - Requested:16 Available:4
       grok:
         supportRules: ""
-        matchRules: message_rule %{word:level}:Neuron:( => )?%{data:msg}
+        matchRules: >-
+          info_rule %{word:level}:Neuron:( => )?%{data:msg}
+
+          error_rule_1 %{date("yyyy-MM-dd' 'HH:mm:ss.SSSSSS"):date}:  %{integer:pid}  %{word:level} %{data:msg}
+
+          error_rule_2 %{date("yyyy-MMM-dd' 'HH:mm:ss.SSSS"):date}  %{integer:pid}:%{integer:tid}  %{word:level} %{data:msg}
     - type: message-remapper
       name: Define `msg` as the official message of the log
       enabled: true
@@ -40,3 +56,8 @@ pipeline:
       enabled: true
       sources:
         - level
+    - type: status-remapper
+      name: Define `level` as the official status of the log
+      enabled: true
+      sources:
+        - level
diff --git a/aws_neuron/assets/logs/aws_neuron_tests.yaml b/aws_neuron/assets/logs/aws_neuron_tests.yaml
index 9c88b85826efc..14f9b411f27db 100644
--- a/aws_neuron/assets/logs/aws_neuron_tests.yaml
+++ b/aws_neuron/assets/logs/aws_neuron_tests.yaml
@@ -36,3 +36,27 @@ tests:
     status: "info"
     tags:
      - "source:LOGS_SOURCE"
+ -
+  sample: "2024-11-15 10:38:24.000103:  4938  ERROR ||NEURON_CC_WRAPPER||: Compilation failed for /tmp/ubuntu/neuroncc_compile_workdir/cf6cf570-d889-4a0c-a821-719e225d9bc8/model.MODULE_16150394314145281873+d7517139.hlo_module.pb after 0 retries."
+  result:
+    custom:
+      date: 1731667104000
+      level: "ERROR"
+      pid: 4938
+    message: "||NEURON_CC_WRAPPER||: Compilation failed for /tmp/ubuntu/neuroncc_compile_workdir/cf6cf570-d889-4a0c-a821-719e225d9bc8/model.MODULE_16150394314145281873+d7517139.hlo_module.pb after 0 retries."
+    status: "error"
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: "2024-Nov-15 13:35:03.0879  6475:6475  ERROR   NRT:nrt_allocate_neuron_cores               NeuronCore(s) not available - Requested:16 Available:4"
+  result:
+    custom:
+      date: 1731677703087
+      level: "ERROR"
+      pid: 6475
+      tid: 6475
+    message: "  NRT:nrt_allocate_neuron_cores               NeuronCore(s) not available - Requested:16 Available:4"
+    status: "error"
+    tags:
+     - "source:LOGS_SOURCE"
+
diff --git a/aws_neuron/changelog.d/18617.fixed b/aws_neuron/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/aws_neuron/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/aws_neuron/datadog_checks/aws_neuron/__about__.py b/aws_neuron/datadog_checks/aws_neuron/__about__.py
index cc393c1dad9ce..4e2ee3360463e 100644
--- a/aws_neuron/datadog_checks/aws_neuron/__about__.py
+++ b/aws_neuron/datadog_checks/aws_neuron/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.0.1'
diff --git a/aws_neuron/manifest.json b/aws_neuron/manifest.json
index 23060838a5a4d..ee72c74d8c5f0 100644
--- a/aws_neuron/manifest.json
+++ b/aws_neuron/manifest.json
@@ -8,8 +8,8 @@
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "Monitor the performance and usage of AWS Neuron and the Inferentia/Trainium hardware.",
-    "title": "AWS Neuron",
+    "description": "Monitor the performance and usage of AWS Inferentia/Trainium instances and the Neuron SDK.",
+    "title": "AWS Inferentia and AWS Trainium Monitoring",
     "media": [],
     "classifier_tags": [
       "Supported OS::Linux",
diff --git a/azure_active_directory/README.md b/azure_active_directory/README.md
index 0a12c2d8254ae..068af8d178c59 100644
--- a/azure_active_directory/README.md
+++ b/azure_active_directory/README.md
@@ -2,40 +2,38 @@
 
 ## Overview
 
-Azure Active Directory is a cloud hosted Active Directory offering by Microsoft Azure.
-This integration allows you to ingest your [Azure AD activity logs][1] (audit and sign-in logs) to Datadog.
+Microsoft Entra ID is a cloud-hosted identity and access management service that enables users to access external resources.
+This integration allows you to forward your [Microsoft Entra ID][1] audit and sign-in logs to Datadog.
 
 ## Setup
 
 ### Installation
 
-This integration forwards logs to Datadog using Azure with Event Hubs. Configure Azure AD to forward activity logs to the event hub.
+This integration forwards logs to Datadog using Azure with Event Hubs. Configure Entra ID to forward activity logs to the event hub.
 
 ### Configuration
 
 1. Set up the log forwarding pipeline from Azure to Datadog using Event Hubs by following the [Send Azure Logs to Datadog][2] guide.
 
-2. In Azure portal, select _Azure Active Directory > Monitoring > Audit logs_.
+2. In Azure portal, select _Microsoft Entra ID > Monitoring > Audit logs_.
    
-3. Select **Export Settings**.
+3. Select **Export Data Settings**.
 
 4. In the Diagnostics settings pane, do one of the following:
 
    - To change existing settings, select **Edit setting**.
    - To add new settings, select **Add diagnostics setting**. You can have up to three settings.
 
-5. Select the **Stream to an event hub** check box, and then select **Event Hub/Configure**.
+5. Select the **Stream to an event hub** check box.
 
 6. Select the Azure subscription and Event Hubs namespace that you created earlier to route the logs to.
-   
-7. Select OK to exit the event hub configuration.
 
-8. Do one or both of the following. Datadog recommends selecting both.
+7. Do one or both of the following. Datadog recommends selecting both.
 
    - To send audit logs, select the **AuditLogs** check box.
    - To send sign-in logs, select the **SignInLogs** check box.
   
-9. Select **Save**.
+8. Select **Save**.
 
 Logs should start coming into Datadog within 15 minutes.
 For more details on the setup, see the [Azure tutorial][3].
@@ -44,7 +42,7 @@ For more details on the setup, see the [Azure tutorial][3].
 
 #### Log collection
 
-This integration allows you to setup log ingestion for Azure Active Directory activity logs.
+This integration allows you to setup log ingestion for Microsoft Entra ID activity logs.
 
 This includes the following:
 
@@ -54,11 +52,11 @@ This includes the following:
 
 ### Metrics
 
-Azure Active Directory does not include any metrics.
+Microsoft Entra ID does not include any metrics.
 
 ### Events
 
-Datadog sends credential expiry events, which grant visibility into credential expirations for Azure app registrations, Key Vault keys, Key Vault secrets, and Key Vault certificates. The Azure Active Directory integration must be installed to receive events for Azure app registrations. Receiving events from Azure also requires installation of the [Azure integration][7].
+Datadog sends credential expiry events, which grant visibility into credential expirations for Azure app registrations, Key Vault keys, Key Vault secrets, and Key Vault certificates. The Microsoft Entra ID integration must be installed to receive events for Azure app registrations. Receiving events from Azure also requires installation of the [Azure integration][7].
 
 
 - **Expiration events** are sent 60, 30, 15, and 1 day(s) before credential expiration, and once after expiration.
@@ -75,9 +73,9 @@ You can view these events in [Event Explorer][5].
 
 Need help? Contact [Datadog support][4].
 
-[1]: https://docs.microsoft.com/en-us/azure/active-directory/reports-monitoring/overview-reports#activity-reports
+[1]: https://learn.microsoft.com/entra/identity/monitoring-health/overview-monitoring-health
 [2]: https://docs.datadoghq.com/logs/guide/azure-logging-guide/
-[3]: https://docs.microsoft.com/en-us/azure/active-directory/reports-monitoring/tutorial-azure-monitor-stream-logs-to-event-hub
+[3]: https://learn.microsoft.com/entra/identity/monitoring-health/howto-stream-logs-to-event-hub
 [4]: https://docs.datadoghq.com/help
 [5]: https://app.datadoghq.com/event/explorer
 [6]: https://docs.datadoghq.com/integrations/guide/azure-graph-api-permissions/
diff --git a/azure_active_directory/manifest.json b/azure_active_directory/manifest.json
index 100d4c2649898..31f1863f87a38 100644
--- a/azure_active_directory/manifest.json
+++ b/azure_active_directory/manifest.json
@@ -8,8 +8,8 @@
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "Analyze your Azure Active Directory activity logs",
-    "title": "Azure Active Directory",
+    "description": "Analyze your Microsoft Entra ID activity logs",
+    "title": "Microsoft Entra ID",
     "media": [],
     "classifier_tags": [
       "Category::Azure",
diff --git a/azure_iot_edge/CHANGELOG.md b/azure_iot_edge/CHANGELOG.md
index add7d1ab0b7d0..5433e26f426f7 100644
--- a/azure_iot_edge/CHANGELOG.md
+++ b/azure_iot_edge/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/azure_iot_edge/changelog.d/18207.added b/azure_iot_edge/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/azure_iot_edge/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/azure_iot_edge/changelog.d/18580.removed b/azure_iot_edge/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/azure_iot_edge/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/azure_iot_edge/changelog.d/18617.fixed b/azure_iot_edge/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/azure_iot_edge/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/azure_iot_edge/datadog_checks/azure_iot_edge/__about__.py b/azure_iot_edge/datadog_checks/azure_iot_edge/__about__.py
index 1fda5ed1ca206..ebf0b902cce6b 100644
--- a/azure_iot_edge/datadog_checks/azure_iot_edge/__about__.py
+++ b/azure_iot_edge/datadog_checks/azure_iot_edge/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/boundary/CHANGELOG.md b/boundary/CHANGELOG.md
index 338416db0fef0..deb00eea36b6c 100644
--- a/boundary/CHANGELOG.md
+++ b/boundary/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.3 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/boundary/changelog.d/18207.added b/boundary/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/boundary/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/boundary/changelog.d/18617.fixed b/boundary/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/boundary/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/boundary/datadog_checks/boundary/__about__.py b/boundary/datadog_checks/boundary/__about__.py
index c1405a3ef0291..00d8d3e916500 100644
--- a/boundary/datadog_checks/boundary/__about__.py
+++ b/boundary/datadog_checks/boundary/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/boundary/tests/docker/docker-compose.yaml b/boundary/tests/docker/docker-compose.yaml
index ec2c79ff9886b..21d330af9a446 100644
--- a/boundary/tests/docker/docker-compose.yaml
+++ b/boundary/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.8'
-
 # https://github.com/hashicorp/boundary-reference-architecture/tree/main/deployment/docker/compose
 services:
   boundary:
diff --git a/boundary/tests/test_integration.py b/boundary/tests/test_integration.py
index 789bb8adf26c3..9a4c7aaae2418 100644
--- a/boundary/tests/test_integration.py
+++ b/boundary/tests/test_integration.py
@@ -33,3 +33,20 @@ def test(aggregator, dd_run_check, get_check, instance):
 
     aggregator.assert_metrics_using_metadata(metadata_metrics, check_submission_type=True)
     aggregator.assert_all_metrics_covered()
+
+
+def test_health_wrong_endpoint(aggregator, dd_run_check, get_check, instance):
+    instance = instance.copy()
+    health_endpoint = 'http://localhost:1234'
+    instance['health_endpoint'] = health_endpoint
+    instance['timeout'] = 1
+
+    check = get_check(instance)
+    dd_run_check(check)
+
+    aggregator.assert_service_check(
+        'boundary.controller.health', ServiceCheck.CRITICAL, tags=[f'endpoint:{health_endpoint}', *instance['tags']]
+    )
+    aggregator.assert_service_check(
+        'boundary.openmetrics.health', ServiceCheck.OK, tags=[f'endpoint:{METRIC_ENDPOINT}', *instance['tags']]
+    )
diff --git a/boundary/tests/test_unit.py b/boundary/tests/test_unit.py
index 2d422a6729c54..58a5ed31c4352 100644
--- a/boundary/tests/test_unit.py
+++ b/boundary/tests/test_unit.py
@@ -24,23 +24,6 @@ def test_without_extra_tags(aggregator, dd_run_check, get_check, instance, mock_
     )
 
 
-def test_health_wrong_endpoint(aggregator, dd_run_check, get_check, instance):
-    instance = instance.copy()
-    health_endpoint = 'http://localhost:1234'
-    instance['health_endpoint'] = health_endpoint
-    instance['timeout'] = 1
-
-    check = get_check(instance)
-    dd_run_check(check)
-
-    aggregator.assert_service_check(
-        'boundary.controller.health', ServiceCheck.CRITICAL, tags=[f'endpoint:{health_endpoint}', *instance['tags']]
-    )
-    aggregator.assert_service_check(
-        'boundary.openmetrics.health', ServiceCheck.OK, tags=[f'endpoint:{METRIC_ENDPOINT}', *instance['tags']]
-    )
-
-
 def test_health_error(aggregator, dd_run_check, get_check, instance, mock_http_response):
     mock_http_response(status_code=404)
 
diff --git a/brevo/CHANGELOG.md b/brevo/CHANGELOG.md
new file mode 100644
index 0000000000000..764eff384da15
--- /dev/null
+++ b/brevo/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Brevo
+
+## 1.0.0 / 2024-08-27
+
+***Added***:
+
+* Initial Release
diff --git a/brevo/README.md b/brevo/README.md
new file mode 100644
index 0000000000000..098f88f3efe9e
--- /dev/null
+++ b/brevo/README.md
@@ -0,0 +1,64 @@
+# Brevo
+
+## Overview
+
+[Brevo][1] is a cloud-based digital marketing platform designed for creating, sending, and tracking email campaigns, transactional emails, and more. It offers tools for automation and analytics, helping businesses optimize their email marketing strategies and monitor performance.
+
+Integrate Brevo with Datadog to gain insights into Brevo marketing campaign emails and track Brevo performance based on events and other transactional events using [webhooks][2].
+
+## Setup
+
+Follow the instructions below to configure this integration for Brevo Marketing and Transactional events through a Webhook.
+
+### Configuration
+
+#### Webhook configuration for marketing events
+Configure the Datadog endpoint to forward Brevo marketing events as logs to Datadog. For more details, see the Brevo [Marketing webhooks][3] documentation.
+
+1. Select an existing API key or create a new one by clicking one of the buttons below:
+2. Log in to your [Brevo account][4].
+3. In the left-side panel, navigate to **Campaigns**.
+4. Navigate to the **Settings** Page.
+5. Under the **Webhooks** section, click **Configure**.
+6. Click **Add a New Webhook**.
+7. Enter the webhook URL that you identified previously.
+8. Choose the types of messages and contact logs you want to forward to Datadog.
+9. Click **Add**.
+
+#### Webhook configuration for transactional events
+Configure the Datadog endpoint to forward Brevo transactional events as logs to Datadog. For more details, see the Brevo [Transactional webhooks][5] documentation.
+
+1. Select an existing API key or create a new one by clicking one of the buttons below:
+2. Log in to your [Brevo account][4]. If you are already logged in, Brevo automatically redirects to the [Brevo homepage][6].
+3. In the left-side panel, navigate to **Transactional**.
+4. In **Settings**, click "**Webhook**".
+5. Click **Add a new webhook**.
+6. Enter the webhook URL that you identified previously.
+7. Select the types of message logs to forward to Datadog.
+8. Click **Save**.
+
+## Data Collected
+
+### Logs
+The Brevo integration forwards the marketing and transactional event logs to Datadog.
+
+### Metrics
+Brevo does not include any metrics.
+
+### Service Checks
+Brevo does not include any service checks.
+
+### Events
+Brevo does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][7].
+
+[1]: https://www.brevo.com/products/marketing-platform/
+[2]: https://developers.brevo.com/docs/how-to-use-webhooks
+[3]: https://developers.brevo.com/docs/marketing-webhooks
+[4]: https://login.brevo.com/
+[5]: https://developers.brevo.com/docs/transactional-webhooks
+[6]: https://app.brevo.com/
+[7]: https://docs.datadoghq.com/help/
diff --git a/brevo/assets/brevo.svg b/brevo/assets/brevo.svg
new file mode 100644
index 0000000000000..a86cb89a46ded
--- /dev/null
+++ b/brevo/assets/brevo.svg
@@ -0,0 +1,3 @@
+<svg width="1000" height="295" viewBox="0 0 1000 295" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M820.28 182.338C820.28 137.755 848.604 106.4 888.892 106.4C929.18 106.4 957.956 137.737 957.956 182.338C957.956 226.939 929.187 256.5 888.892 256.5C848.598 256.5 820.28 225.588 820.28 182.338ZM778.224 182.338C778.224 248.12 824.262 294.479 888.886 294.479C953.51 294.479 1000 248.12 1000 182.338C1000 116.556 953.962 68.4399 888.886 68.4399C823.81 68.4399 778.224 115.686 778.224 182.338ZM563.521 71.0853L650.292 291.821H691.025L777.791 71.0853H733.966L671.104 241.498H670.214L607.352 71.0853H563.521ZM394.856 174.383C397.508 133.76 424.515 106.4 461.261 106.4C493.128 106.4 517.037 126.712 520.58 157.179H447.089C420.973 157.179 406.801 160.269 396.191 174.402H394.856V174.39V174.383ZM352.805 181.006C352.805 246.788 399.289 294.46 463.468 294.46C506.854 294.46 544.916 272.391 561.295 237.502L525.885 219.835C513.494 242.792 489.585 256.482 463.468 256.482C432.028 256.482 403.704 232.637 403.704 209.679C403.704 197.766 411.673 192.457 423.18 192.457H563.502V180.544C563.502 114.317 521.007 68.4029 459.925 68.4029C398.844 68.4029 352.799 115.649 352.799 180.988M232.399 291.796H272.242V156.285C272.242 127.149 290.382 106.394 315.627 106.394C326.256 106.394 337.311 109.927 342.635 114.774C346.623 104.174 352.818 93.5923 362.111 82.9924C351.482 74.1684 333.342 68.4153 315.627 68.4153C266.937 68.4153 232.399 104.618 232.399 156.267V291.809V291.796ZM39.843 145.698V37.9598H105.358C127.486 37.9598 142.103 50.7611 142.103 70.185C142.103 92.2542 123.072 109.033 84.1191 121.834C57.5571 130.214 45.6116 137.281 41.1785 145.679L39.843 145.692V145.698ZM39.843 253.861V208.835C39.843 188.967 56.6668 169.543 80.1311 162.032C100.943 154.966 118.193 147.899 132.81 140.407C152.286 151.895 164.232 171.744 164.232 192.5C164.232 227.814 130.584 253.861 84.9909 253.861H39.843ZM0 291.821H88.5337C155.829 291.821 206.282 249.884 206.282 194.257C206.282 163.79 190.794 136.43 163.341 118.763C177.513 104.63 184.153 88.2955 184.153 68.4276C184.153 27.3784 154.493 0 109.791 0H0V291.821Z" fill="#0B996E"/>
+</svg>
diff --git a/brevo/assets/dashboards/brevo_marketing_events.json b/brevo/assets/dashboards/brevo_marketing_events.json
new file mode 100644
index 0000000000000..0789f2a571044
--- /dev/null
+++ b/brevo/assets/dashboards/brevo_marketing_events.json
@@ -0,0 +1,1078 @@
+{
+    "title": "Brevo - Marketing Events",
+    "description": "This Dashboard provides a comprehensive analysis of the Brevo marketing events",
+    "widgets": [
+        {
+            "id": 2074004104711888,
+            "definition": {
+                "type": "image",
+                "url": "https://www.brevo.com/_next/image/?url=https%3A%2F%2Fcorp-backend.brevo.com%2Fwp-content%2Fuploads%2F2023%2F12%2Fcover.webp&w=640&q=75",
+                "url_dark_theme": "https://www.brevo.com/_next/image/?url=https%3A%2F%2Fcorp-backend.brevo.com%2Fwp-content%2Fuploads%2F2023%2F04%2FLight-logo-cover-1.jpg&w=640&q=75",
+                "sizing": "cover",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 1383597922205404,
+            "definition": {
+                "title": "Emails Delivered",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:delivered $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "custom_bg",
+                                "custom_bg_color": "#dbdef5"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "yaxis": {
+                        "include_zero": true
+                    },
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 8917290706883810,
+            "definition": {
+                "type": "note",
+                "content": "Gain better visibility into your email marketing performance by monitoring Brevo Marketing events with this dashboard.\n\nFor more information, see the [Brevo Integration Documentation](https://docs.datadoghq.com/integrations/brevo).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "center",
+                "show_tick": true,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 7878012237089596,
+            "definition": {
+                "title": "Emails Opened",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:opened $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "yaxis": {
+                        "include_zero": true
+                    },
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 3,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 1554629846571348,
+            "definition": {
+                "title": "Email Event Trends: Spam, Bounces, and Unsubscribes",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "style": {
+                                    "palette": "warm",
+                                    "palette_index": 3
+                                },
+                                "alias": "Hard Bounced",
+                                "formula": "query1"
+                            },
+                            {
+                                "style": {
+                                    "palette": "orange",
+                                    "palette_index": 4
+                                },
+                                "alias": "Soft Bounced",
+                                "formula": "query2"
+                            },
+                            {
+                                "style": {
+                                    "palette": "warm",
+                                    "palette_index": 0
+                                },
+                                "alias": "Marked as Spam",
+                                "formula": "query3"
+                            },
+                            {
+                                "style": {
+                                    "palette": "warm",
+                                    "palette_index": 4
+                                },
+                                "alias": "Unsubscribed",
+                                "formula": "query4"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:hard_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query2",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:soft_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query3",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:spam $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query4",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:unsubscribe $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 897131023425208,
+            "definition": {
+                "title": "Email Open Activity ",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "time": {
+                    "type": "live",
+                    "unit": "day",
+                    "value": 1
+                },
+                "type": "heatmap",
+                "yaxis": {
+                    "include_zero": true,
+                    "scale": "linear",
+                    "min": "auto",
+                    "max": "auto"
+                },
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:opened $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic"
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 7,
+                "height": 5
+            }
+        },
+        {
+            "id": 6836248737505238,
+            "definition": {
+                "title": "Most Clicked URLs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@http.url",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:click $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 100,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 7,
+                "y": 11,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 8329971943698914,
+            "definition": {
+                "title": "Campaign Performance Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:delivered $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query2",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:opened $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query3",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:click $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query4",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:hard_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query5",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:soft_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query6",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:spam $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query7",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:unsubscribe $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 70,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Delivered",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Opened",
+                                "formula": "query2"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Clicked",
+                                "formula": "query3"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Hard Bounced",
+                                "formula": "query4"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Soft Bounced",
+                                "formula": "query5"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Marked as Spam",
+                                "formula": "query6"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Unsubscribed",
+                                "formula": "query7"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 16,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 991970123942130,
+            "definition": {
+                "title": "Most Engaged recipients",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.email",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 20,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 5154411203269646,
+            "definition": {
+                "title": "Most Opened Campaigns",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@campaign name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:opened $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 20,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 6281401150190870,
+            "definition": {
+                "title": "Top Reasons for Soft Bounce Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:soft_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 24,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 1122235000103890,
+            "definition": {
+                "title": "Top Reasons for Hard Bounce Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:hard_bounce $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 24,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 1499029347730738,
+            "definition": {
+                "title": "Top Reasons for Spam Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:marketing-events @evt.name:spam $campaign_id $event_name $recipient_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 8,
+                "y": 24,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 3725343105146853,
+            "definition": {
+                "title": "Marketing Event List",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:brevo service:marketing-events $campaign_id $recipient_email $event_name",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@evt.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@brevo.camp_id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@campaign name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@network.client.ip",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@usr.email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@reason",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 28,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "event_name",
+            "prefix": "@evt.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "recipient_email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "campaign_id",
+            "prefix": "@brevo.camp_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/brevo/assets/dashboards/brevo_transactional_events.json b/brevo/assets/dashboards/brevo_transactional_events.json
new file mode 100644
index 0000000000000..fb748d8041820
--- /dev/null
+++ b/brevo/assets/dashboards/brevo_transactional_events.json
@@ -0,0 +1,1440 @@
+{
+    "title": "Brevo - Transactional Events",
+    "description": "This Dashboard provides a comprehensive analysis of the Brevo transactional events",
+    "widgets": [
+        {
+            "id": 7622028875118342,
+            "definition": {
+                "type": "image",
+                "url": "https://www.brevo.com/_next/image/?url=https%3A%2F%2Fcorp-backend.brevo.com%2Fwp-content%2Fuploads%2F2023%2F12%2Fcover.webp&w=640&q=75",
+                "url_dark_theme": "https://www.brevo.com/_next/image/?url=https%3A%2F%2Fcorp-backend.brevo.com%2Fwp-content%2Fuploads%2F2023%2F04%2FLight-logo-cover-1.jpg&w=640&q=75",
+                "sizing": "cover",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 7638012328352196,
+            "definition": {
+                "title": "Campaign Monitors Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:brevo $subject $recipient_email $sender_email $event_name",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 2085088109137856,
+            "definition": {
+                "type": "note",
+                "content": "Gain better visibility into your transactional email performance by monitoring Brevo transactional event logs with this dashboard.\n\nFor more information, see the [Brevo Integration Documentation](https://docs.datadoghq.com/integrations/brevo).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "center",
+                "show_tick": true,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 1921565840906662,
+            "definition": {
+                "title": "Emails Sent",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events @evt.name:request $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "custom_bg",
+                                "custom_bg_color": "#f5eee5"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "yaxis": {
+                        "include_zero": true
+                    },
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 1383597922205404,
+            "definition": {
+                "title": "Emails Delivered",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events @evt.name:delivered $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "custom_bg",
+                                "custom_bg_color": "#dbdef5"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "yaxis": {
+                        "include_zero": true
+                    },
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 6,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 4858909609907946,
+            "definition": {
+                "title": "Uniquely Opened Emails",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
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+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@sender_email",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 21,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 6281401150190870,
+            "definition": {
+                "title": "Top Reasons for Soft Bounce Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events @evt.name:soft_bounce $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 25,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 1122235000103890,
+            "definition": {
+                "title": "Top Reasons for Hard Bounce Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events @evt.name:hard_bounce $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 25,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 5154411203269646,
+            "definition": {
+                "title": "Most Used Subjects",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@subject",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 29,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 5702461649653348,
+            "definition": {
+                "title": "Top Reasons for Deferred Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@reason",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:brevo service:transactional-events @evt.name:deferred $event_name $recipient_email $subject $sender_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 29,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 1443743821978885,
+            "definition": {
+                "title": "Transactional Event List",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:brevo service:transactional-events $event_name $recipient_email $subject $sender_email",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@evt.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@sender_email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@network.client.ip",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@usr.email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@subject",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "@reason",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 33,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "event_name",
+            "prefix": "@evt.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "sender_email",
+            "prefix": "@sender_email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "recipient_email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "subject",
+            "prefix": "@subject",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/brevo/assets/logs/brevo.yaml b/brevo/assets/logs/brevo.yaml
new file mode 100644
index 0000000000000..d89f9cfdb293a
--- /dev/null
+++ b/brevo/assets/logs/brevo.yaml
@@ -0,0 +1,277 @@
+id: brevo
+metric_id: brevo
+backend_only: false
+facets:
+  - groups:
+      - Event
+    name: Event Name
+    path: evt.name
+    source: log
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url
+    source: log
+  - groups:
+      - Web Access
+    name: URL Host
+    path: http.url_details.host
+    source: log
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url_details.path
+    source: log
+  - groups:
+      - Web Access
+    name: URL Port
+    path: http.url_details.port
+    source: log
+  - groups:
+      - Web Access
+    name: URL scheme
+    path: http.url_details.scheme
+    source: log
+  - groups:
+      - Web Access
+    name: User-Agent
+    path: http.useragent
+    source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - facetType: list
+    groups:
+      - Brevo
+    name: Campaign Id
+    path: brevo.camp_id
+    source: log
+    type: string
+pipeline:
+  type: pipeline
+  name: Brevo
+  enabled: true
+  filter:
+    query: "source:brevo"
+  processors:
+    - type: attribute-remapper
+      name: Map `email` to `usr.email`
+      enabled: true
+      sources:
+        - email
+      sourceType: attribute
+      target: usr.email
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `event` to `evt.name`
+      enabled: true
+      sources:
+        - event
+      sourceType: attribute
+      target: evt.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sending_ip` to `network.client.ip`
+      enabled: true
+      sources:
+        - sending_ip
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: Extracting geolocation information from the client IP
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: pipeline
+      name: Processing for transactional events
+      enabled: true
+      filter:
+        query: "service:transactional-events"
+      processors:
+        - type: attribute-remapper
+          name: Map `ts_epoch` to `timestamp`
+          enabled: true
+          sources:
+            - ts_epoch
+          sourceType: attribute
+          target: timestamp
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `user_agent` to `http.useragent`
+          enabled: true
+          sources:
+            - user_agent
+          sourceType: attribute
+          target: http.useragent
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `link` to `http.url`
+          enabled: true
+          sources:
+            - link
+          sourceType: attribute
+          target: http.url
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `evt.name` to `status` field
+          enabled: true
+          source: evt.name
+          target: status
+          lookupTable: |-
+            request,info
+            click,info
+            deferred,warning
+            delivered,Success
+            soft_bounce,warning
+            spam,warning
+            unique_opened,info
+            hard_bounce,error
+            opened,info
+            invalid_email,error
+            blocked,error
+            unsubscribed,warning
+            proxy_open,info
+            unique_proxy_open,info
+          type: lookup-processor
+        - type: user-agent-parser
+          name: Extracting user-agent information from the user-agent
+          enabled: true
+          sources:
+            - http.useragent
+          target: http.useragent_details
+          encoded: false
+          combineVersionDetails: false
+    - type: pipeline
+      name: Processing for marketing events
+      enabled: true
+      filter:
+        query: "service:marketing-events"
+      processors:
+        - type: arithmetic-processor
+          name: Convert `ts_event` from second to millisecond EPOCH UNIX format and map to
+            `timestamp`
+          enabled: true
+          expression: ts_event * 1000
+          target: timestamp
+          replaceMissing: false
+        - type: attribute-remapper
+          name: Map `camp_id` to `brevo.camp_id`
+          enabled: true
+          sources:
+            - camp_id
+          sourceType: attribute
+          target: brevo.camp_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `URL` to `http.url`
+          enabled: true
+          sources:
+            - URL
+          sourceType: attribute
+          target: http.url
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `evt.name` to `status` field
+          enabled: true
+          source: evt.name
+          target: status
+          lookupTable: |-
+            spam,warning
+            opened,info
+            click,info
+            hard_bounce,error
+            soft_bounce,warning
+            delivered,Success
+            unsubscribe,warning
+          type: lookup-processor
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: status-remapper
+      name: Define `status` as the official status of the log
+      enabled: true
+      sources:
+        - status
+    - type: url-parser
+      name: Extracting url-details from the url
+      enabled: true
+      sources:
+        - http.url
+      target: http.url_details
+      normalizeEndingSlashes: false
diff --git a/brevo/assets/logs/brevo_tests.yaml b/brevo/assets/logs/brevo_tests.yaml
new file mode 100644
index 0000000000000..a84951b0d4267
--- /dev/null
+++ b/brevo/assets/logs/brevo_tests.yaml
@@ -0,0 +1,1082 @@
+id: brevo
+tests:
+  - sample: |-
+      {
+      "date_sent" : "2020-10-09 00:00:00",
+      "segment_ids" : [ 1, 10 ],
+      "date_event" : "2020-10-09 00:00:00",
+      "campaign name" : "My First Campaign",
+      "ts_sent" : 1604933619,
+      "camp_id" : 1,
+      "id" : 11111,
+      "tag" : "",
+      "event" : "opened",
+      "ts_event" : 1604933737,
+      "email" : "example@domain.com",
+      "ts" : 1604937337
+      }
+    service: "marketing-events"
+    result:
+      custom:
+        brevo:
+          camp_id: 1
+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
+          name: "opened"
+        id: 11111
+        segment_ids:
+        - 1
+        - 10
+        status: "info"
+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date_sent" : "2020-10-09 00:00:00",
+          "segment_ids" : [ 1, 10 ],
+          "date_event" : "2020-10-09 00:00:00",
+          "campaign name" : "My First Campaign",
+          "ts_sent" : 1604933619,
+          "camp_id" : 1,
+          "id" : 11111,
+          "tag" : "",
+          "event" : "opened",
+          "ts_event" : 1604933737,
+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "date_sent" : "2020-10-09 00:00:00",
+        "campaign name" : "My First Campaign",
+        "ts_event" : 1604933737,
+        "URL" : "https://myCampaignUrl.net",
+        "segment_ids" : [ 1, 10 ],
+        "date_event" : "2020-10-09 00:00:00",
+        "ts_sent" : 1604933619,
+        "camp_id" : 1,
+        "id" : 11111,
+        "tag" : "",
+        "event" : "click",
+        "email" : "example@domain.com",
+        "ts" : 1604937337
+      }
+    service: "marketing-events"
+    result:
+      custom:
+        brevo:
+          camp_id: 1
+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
+          name: "click"
+        http:
+          url: "https://myCampaignUrl.net"
+          url_details:
+            host: "mycampaignurl.net"
+            path: ""
+            scheme: "https"
+        id: 11111
+        segment_ids:
+        - 1
+        - 10
+        status: "info"
+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date_sent" : "2020-10-09 00:00:00",
+          "campaign name" : "My First Campaign",
+          "ts_event" : 1604933737,
+          "URL" : "https://myCampaignUrl.net",
+          "segment_ids" : [ 1, 10 ],
+          "date_event" : "2020-10-09 00:00:00",
+          "ts_sent" : 1604933619,
+          "camp_id" : 1,
+          "id" : 11111,
+          "tag" : "",
+          "event" : "click",
+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "reason" : "deferred",
+        "date_sent" : "2020-10-09 00:00:00",
+        "campaign name" : "My First Campaign",
+        "ts_event" : 1604933737,
+        "sending_ip" : "10.10.10.10",
+        "date_event" : "2020-10-09 00:00:00",
+        "ts_sent" : 1604933619,
+        "camp_id" : 1,
+        "id" : 11111,
+        "tag" : "",
+        "event" : "hard_bounce",
+        "email" : "example@domain.com",
+        "ts" : 1604937337
+      }
+    service: "marketing-events"
+    result:
+      custom:
+        brevo:
+          camp_id: 1
+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
+          name: "hard_bounce"
+        id: 11111
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "deferred"
+        status: "error"
+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "reason" : "deferred",
+          "date_sent" : "2020-10-09 00:00:00",
+          "campaign name" : "My First Campaign",
+          "ts_event" : 1604933737,
+          "sending_ip" : "10.10.10.10",
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+          "ts_sent" : 1604933619,
+          "camp_id" : 1,
+          "id" : 11111,
+          "tag" : "",
+          "event" : "hard_bounce",
+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "error"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "reason" : "deferred",
+        "date_sent" : "2020-10-09 00:00:00",
+        "campaign name" : "My First Campaign",
+        "ts_event" : 1604933737,
+        "sending_ip" : "10.10.10.10",
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+        "ts_sent" : 1604933619,
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+        "tag" : "",
+        "event" : "soft_bounce",
+        "email" : "example@domain.com",
+        "ts" : 1604937337
+      }
+    service: "marketing-events"
+    result:
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+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
+          name: "soft_bounce"
+        id: 11111
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "deferred"
+        status: "warning"
+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "reason" : "deferred",
+          "date_sent" : "2020-10-09 00:00:00",
+          "campaign name" : "My First Campaign",
+          "ts_event" : 1604933737,
+          "sending_ip" : "10.10.10.10",
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+          "ts_sent" : 1604933619,
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+          "tag" : "",
+          "event" : "soft_bounce",
+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "date_sent" : "2020-10-09 00:00:00",
+        "sending_ip" : "10.10.10.10",
+        "date_event" : "2020-10-09 00:00:00",
+        "campaign name" : "My First Campaign",
+        "ts_sent" : 1604933619,
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+        "tag" : "",
+        "event" : "delivered",
+        "ts_event" : 1604933737,
+        "email" : "example@domain.com",
+        "ts" : 1604937337
+      }
+    service: "marketing-events"
+    result:
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+        brevo:
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+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
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+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
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+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
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+          email: "example@domain.com"
+      message: |-
+        {
+          "date_sent" : "2020-10-09 00:00:00",
+          "sending_ip" : "10.10.10.10",
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+          "campaign name" : "My First Campaign",
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+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "ok"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "date_sent" : "2020-10-09 00:00:00",
+        "list_id" : [ 3, 42 ],
+        "campaign name" : "My First Campaign",
+        "ts_event" : 1604933737,
+        "segment_ids" : [ 1, 10 ],
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+        "tag" : "",
+        "event" : "unsubscribe",
+        "email" : "example@domain.com",
+        "ts" : 1604937337
+      }
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+        campaign name: "My First Campaign"
+        date_event: "2020-10-09 00:00:00"
+        date_sent: "2020-10-09 00:00:00"
+        evt:
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+        list_id:
+        - 3
+        - 42
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+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        segment_ids:
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+        - 10
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+        tag: ""
+        timestamp: 1.604933737E12
+        ts: 1604937337
+        ts_event: 1604933737
+        ts_sent: 1604933619
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date_sent" : "2020-10-09 00:00:00",
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+          "tag" : "",
+          "event" : "unsubscribe",
+          "email" : "example@domain.com",
+          "ts" : 1604937337
+        }
+      service: "marketing-events"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933737000
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first Transactional",
+        "contact_id" : 8,
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
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+        "ts_epoch" : 1604933654,
+        "email" : "example@domain.com",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
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+        X-Mailin-custom: "some_custom_header"
+        contact_id: 8
+        date: "2020-10-09 00:00:00"
+        evt:
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+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        mirror_link: "https://app-smtp.brevo.com/log/preview/22-ab68-900d1x9152c"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        status: "info"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933654
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first Transactional",
+          "contact_id" : 8,
+          "ts_event" : 1604933654,
+          "tags" : [ "transac_messages" ],
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+          "id" : 11111,
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+          "email" : "example@domain.com",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933654
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first Transactional",
+        "link" : "https://abdomain.com/product",
+        "device_used" : "DESKTOP",
+        "contact_id" : 8,
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
+        "mirror_link" : "https://app-smtp.brevo.com/log/preview/jj",
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+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "click",
+        "ts_epoch" : 1604933654,
+        "email" : "example@domain.com",
+        "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
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+        X-Mailin-custom: "some_custom_header"
+        contact_id: 8
+        date: "2020-10-09 00:00:00"
+        device_used: "DESKTOP"
+        evt:
+          name: "click"
+        http:
+          url: "https://abdomain.com/product"
+          url_details:
+            host: "abdomain.com"
+            path: "/product"
+            scheme: "https"
+          useragent: "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)"
+          useragent_details:
+            browser:
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+            device:
+              category: "Desktop"
+              family: "Other"
+            os:
+              family: "Windows"
+              major: "XP"
+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        mirror_link: "https://app-smtp.brevo.com/log/preview/jj"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        status: "info"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933654
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first Transactional",
+          "link" : "https://abdomain.com/product",
+          "device_used" : "DESKTOP",
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+          "mirror_link" : "https://app-smtp.brevo.com/log/preview/jj",
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+          "id" : 11111,
+          "event" : "click",
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+          "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933654
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "reason" : "spam",
+        "subject" : "My first Transactional",
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
+        "sending_ip" : "10.10.10.10",
+        "message-id" : "2022283@abx.abc.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "deferred",
+        "ts_epoch" : 1604933654,
+        "email" : "example@domain.com",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
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+        X-Mailin-custom: "some_custom_header"
+        date: "2020-10-09 00:00:00"
+        evt:
+          name: "deferred"
+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "spam"
+        status: "warning"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933654
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "reason" : "spam",
+          "subject" : "My first Transactional",
+          "ts_event" : 1604933654,
+          "tags" : [ "transac_messages" ],
+          "sending_ip" : "10.10.10.10",
+          "message-id" : "2022283@abx.abc.com",
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+          "id" : 11111,
+          "event" : "deferred",
+          "ts_epoch" : 1604933654,
+          "email" : "example@domain.com",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933654
+  - sample: |-
+      {
+        "date" : "2024-10-03 11:29:38",
+        "reason" : "sent",
+        "subject" : "test",
+        "ts_event" : 1727935178,
+        "sending_ip" : "10.10.10.10",
+        "service" : "transactional-events",
+        "message-id" : "<20.21@s-ry.mn.fr>",
+        "template_id" : 27,
+        "id" : 1141551,
+        "tag" : "",
+        "event" : "delivered",
+        "ts_epoch" : 1727935178000,
+        "email" : "abc@test.com",
+        "ts" : 1727935178,
+        "sender_email" : "abc@test.py"
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        date: "2024-10-03 11:29:38"
+        evt:
+          name: "delivered"
+        id: 1141551
+        message-id: "<20.21@s-ry.mn.fr>"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "sent"
+        sender_email: "abc@test.py"
+        service: "transactional-events"
+        status: "Success"
+        subject: "test"
+        tag: ""
+        template_id: 27
+        timestamp: 1727935178000
+        ts: 1727935178
+        ts_event: 1727935178
+        usr:
+          email: "abc@test.com"
+      message: |-
+        {
+          "date" : "2024-10-03 11:29:38",
+          "reason" : "sent",
+          "subject" : "test",
+          "ts_event" : 1727935178,
+          "sending_ip" : "10.10.10.10",
+          "service" : "transactional-events",
+          "message-id" : "<20.21@s-ry.mn.fr>",
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+          "id" : 1141551,
+          "tag" : "",
+          "event" : "delivered",
+          "ts_epoch" : 1727935178000,
+          "email" : "abc@test.com",
+          "ts" : 1727935178,
+          "sender_email" : "abc@test.py"
+        }
+      service: "transactional-events"
+      status: "ok"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1727935178000
+  - sample: |-
+      {
+        "date" : "2024-10-03 11:30:46",
+        "reason" : "Unable to find MX of domain jbsjjsd.com",
+        "subject" : "test",
+        "ts_event" : 1727935246,
+        "sending_ip" : "10.10.10.10",
+        "service" : "transactional-events",
+        "message-id" : "<20.211@s-rey.mn.r>",
+        "template_id" : 27,
+        "id" : 1141551,
+        "tag" : "",
+        "event" : "soft_bounce",
+        "ts_epoch" : 1727935246000,
+        "email" : "adss@jbsjjsd.com",
+        "ts" : 1727935246,
+        "sender_email" : "test@abc.com"
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        date: "2024-10-03 11:30:46"
+        evt:
+          name: "soft_bounce"
+        id: 1141551
+        message-id: "<20.211@s-rey.mn.r>"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "Unable to find MX of domain jbsjjsd.com"
+        sender_email: "test@abc.com"
+        service: "transactional-events"
+        status: "warning"
+        subject: "test"
+        tag: ""
+        template_id: 27
+        timestamp: 1727935246000
+        ts: 1727935246
+        ts_event: 1727935246
+        usr:
+          email: "adss@jbsjjsd.com"
+      message: |-
+        {
+          "date" : "2024-10-03 11:30:46",
+          "reason" : "Unable to find MX of domain jbsjjsd.com",
+          "subject" : "test",
+          "ts_event" : 1727935246,
+          "sending_ip" : "10.10.10.10",
+          "service" : "transactional-events",
+          "message-id" : "<20.211@s-rey.mn.r>",
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+          "tag" : "",
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+          "email" : "adss@jbsjjsd.com",
+          "ts" : 1727935246,
+          "sender_email" : "test@abc.com"
+        }
+      service: "transactional-events"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1727935246000
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first Transactional",
+        "device_used" : "DESKTOP",
+        "contact_id" : 8,
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
+        "mirror_link" : "https://app-smtp.brevo.com/log/preview/1a2000f4-4e33-23aa-ab68-900d1x9152c",
+        "sending_ip" : "10.10.10.10",
+        "message-id" : "2022283@abx.abc.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "unique_opened",
+        "ts_epoch" : 1604933623,
+        "email" : "example@domain.com",
+        "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
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+        X-Mailin-custom: "some_custom_header"
+        contact_id: 8
+        date: "2020-10-09 00:00:00"
+        device_used: "DESKTOP"
+        evt:
+          name: "unique_opened"
+        http:
+          useragent: "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)"
+          useragent_details:
+            browser:
+              family: "GmailImageProxy"
+            device:
+              category: "Desktop"
+              family: "Other"
+            os:
+              family: "Windows"
+              major: "XP"
+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        mirror_link: "https://app-smtp.brevo.com/log/preview/1a2000f4-4e33-23aa-ab68-900d1x9152c"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        status: "info"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933623
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first Transactional",
+          "device_used" : "DESKTOP",
+          "contact_id" : 8,
+          "ts_event" : 1604933654,
+          "tags" : [ "transac_messages" ],
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+          "id" : 11111,
+          "event" : "unique_opened",
+          "ts_epoch" : 1604933623,
+          "email" : "example@domain.com",
+          "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933623
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first Transactional",
+        "message-id" : "2022283@abx.abc.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "blocked",
+        "ts_epoch" : 1604933623,
+        "ts_event" : 1604933654,
+        "email" : "example@domain.com",
+        "ts" : 1604933619,
+        "tags" : [ "transac_messages" ]
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        X-Mailin-custom: "some_custom_header"
+        date: "2020-10-09 00:00:00"
+        evt:
+          name: "blocked"
+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        status: "error"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933623
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first Transactional",
+          "message-id" : "2022283@abx.abc.com",
+          "template_id" : 22,
+          "id" : 11111,
+          "event" : "blocked",
+          "ts_epoch" : 1604933623,
+          "ts_event" : 1604933654,
+          "email" : "example@domain.com",
+          "ts" : 1604933619,
+          "tags" : [ "transac_messages" ]
+        }
+      service: "transactional-events"
+      status: "error"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933623
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first Transactional",
+        "device_used" : "DESKTOP",
+        "contact_id" : 8,
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
+        "mirror_link" : "https://app-smtp.brevo.com/log",
+        "sending_ip" : "10.10.10.10",
+        "message-id" : "2022283@abx.abc.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "opened",
+        "ts_epoch" : 1604933623,
+        "email" : "example@domain.com",
+        "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        X-Mailin-custom: "some_custom_header"
+        contact_id: 8
+        date: "2020-10-09 00:00:00"
+        device_used: "DESKTOP"
+        evt:
+          name: "opened"
+        http:
+          useragent: "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)"
+          useragent_details:
+            browser:
+              family: "GmailImageProxy"
+            device:
+              category: "Desktop"
+              family: "Other"
+            os:
+              family: "Windows"
+              major: "XP"
+        id: 11111
+        message-id: "2022283@abx.abc.com"
+        mirror_link: "https://app-smtp.brevo.com/log"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        status: "info"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933623
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first Transactional",
+          "device_used" : "DESKTOP",
+          "contact_id" : 8,
+          "ts_event" : 1604933654,
+          "tags" : [ "transac_messages" ],
+          "mirror_link" : "https://app-smtp.brevo.com/log",
+          "sending_ip" : "10.10.10.10",
+          "message-id" : "2022283@abx.abc.com",
+          "template_id" : 22,
+          "id" : 11111,
+          "event" : "opened",
+          "ts_epoch" : 1604933623,
+          "email" : "example@domain.com",
+          "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933623
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "reason" : "server is down",
+        "subject" : "My first Transactional",
+        "ts_event" : 1604933654,
+        "tags" : [ "transac_messages" ],
+        "sending_ip" : "10.10.10.10",
+        "message-id" : "12.5787683@abc.domain.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "event" : "hard_bounce",
+        "ts_epoch" : 1604933653,
+        "email" : "example@domain.com",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        X-Mailin-custom: "some_custom_header"
+        date: "2020-10-09 00:00:00"
+        evt:
+          name: "hard_bounce"
+        id: 11111
+        message-id: "12.5787683@abc.domain.com"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        reason: "server is down"
+        status: "error"
+        subject: "My first Transactional"
+        tags:
+        - "transac_messages"
+        template_id: 22
+        timestamp: 1604933653
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "reason" : "server is down",
+          "subject" : "My first Transactional",
+          "ts_event" : 1604933654,
+          "tags" : [ "transac_messages" ],
+          "sending_ip" : "10.10.10.10",
+          "message-id" : "12.5787683@abc.domain.com",
+          "template_id" : 22,
+          "id" : 11111,
+          "event" : "hard_bounce",
+          "ts_epoch" : 1604933653,
+          "email" : "example@domain.com",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "error"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933653
+  - sample: |-
+      {
+        "date" : "2020-10-09 00:00:00",
+        "X-Mailin-custom" : "some_custom_header",
+        "subject" : "My first transactional",
+        "device_used" : "MOBILE",
+        "contact_id" : 8,
+        "ts_event" : 1604933654,
+        "mirror_link" : "https://app-smtp.brevo.com/log/preview/1a200",
+        "sending_ip" : "10.10.10.10",
+        "message-id" : "201798300811.5787683@abs.domain.com",
+        "template_id" : 22,
+        "id" : 11111,
+        "tag" : "[\"transactionalTag\"]",
+        "event" : "unsubscribed",
+        "ts_epoch" : 1604933623,
+        "email" : "example@domain.com",
+        "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+        "ts" : 1604933619
+      }
+    service: "transactional-events"
+    result:
+      custom:
+        X-Mailin-custom: "some_custom_header"
+        contact_id: 8
+        date: "2020-10-09 00:00:00"
+        device_used: "MOBILE"
+        evt:
+          name: "unsubscribed"
+        http:
+          useragent: "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)"
+          useragent_details:
+            browser:
+              family: "GmailImageProxy"
+            device:
+              category: "Desktop"
+              family: "Other"
+            os:
+              family: "Windows"
+              major: "XP"
+        id: 11111
+        message-id: "201798300811.5787683@abs.domain.com"
+        mirror_link: "https://app-smtp.brevo.com/log/preview/1a200"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        status: "warning"
+        subject: "My first transactional"
+        tag: "[\"transactionalTag\"]"
+        template_id: 22
+        timestamp: 1604933623
+        ts: 1604933619
+        ts_event: 1604933654
+        usr:
+          email: "example@domain.com"
+      message: |-
+        {
+          "date" : "2020-10-09 00:00:00",
+          "X-Mailin-custom" : "some_custom_header",
+          "subject" : "My first transactional",
+          "device_used" : "MOBILE",
+          "contact_id" : 8,
+          "ts_event" : 1604933654,
+          "mirror_link" : "https://app-smtp.brevo.com/log/preview/1a200",
+          "sending_ip" : "10.10.10.10",
+          "message-id" : "201798300811.5787683@abs.domain.com",
+          "template_id" : 22,
+          "id" : 11111,
+          "tag" : "[\"transactionalTag\"]",
+          "event" : "unsubscribed",
+          "ts_epoch" : 1604933623,
+          "email" : "example@domain.com",
+          "user_agent" : "Mozilla/5.0 (Windows NT 5.1; rv:11.0) Gecko Firefox/11.0 (via ggpht.com GoogleImageProxy)",
+          "ts" : 1604933619
+        }
+      service: "transactional-events"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1604933623
\ No newline at end of file
diff --git a/brevo/assets/monitors/brevo_high_block_rate_by_subject.json b/brevo/assets/monitors/brevo_high_block_rate_by_subject.json
new file mode 100644
index 0000000000000..f117e49ae2199
--- /dev/null
+++ b/brevo/assets/monitors/brevo_high_block_rate_by_subject.json
@@ -0,0 +1,92 @@
+{
+	"version": 2,
+	"created_at": "2024-09-11",
+	"last_updated_at": "2024-09-11",
+	"title": "High Block Rate by Subject",
+	"description": "This monitor alerts when block rates for transactional emails by subject line are higher than usual. A high block rate may indicate that unsubscribed recipients are still receiving emails. This monitor helps to identify and resolve problems to improve the deliverability of transactional messages.",
+	"definition": {
+		"id": 152860279,
+		"name": "High Block Rate by Subject",
+		"type": "log alert",
+		"query": "formula(\"(query / query1) * 100\").last(\"1d\") > 10",
+		"message": "{{#is_warning}}  \nThe block rate for subject '{{log.attributes.subject}}' has exceeded the threshold.  \nCurrent Block Rate: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe block rate for subject '{{log.attributes.subject}}' has exceeded the threshold.    \nCurrent Block Rate: {{value}}%  \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@abc.com",
+		"tags": [
+			"brevo"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"variables": [
+				{
+					"data_source": "logs",
+					"name": "query",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:blocked"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "logs",
+					"name": "query1",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:request"
+					},
+					"storage": "hot"
+				}
+			],
+			"notify_by": [
+				"*"
+			],
+			"new_group_delay": 0,
+			"renotify_interval": 0,
+			"escalation_message": "",
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:brevo"
+	]
+}
\ No newline at end of file
diff --git a/brevo/assets/monitors/brevo_high_bounce_rate_by_subject.json b/brevo/assets/monitors/brevo_high_bounce_rate_by_subject.json
new file mode 100644
index 0000000000000..45a217b69cf19
--- /dev/null
+++ b/brevo/assets/monitors/brevo_high_bounce_rate_by_subject.json
@@ -0,0 +1,90 @@
+{
+	"version": 2,
+	"created_at": "2024-09-11",
+	"last_updated_at": "2024-09-11",
+	"title": "High Bounce Rate by Subject",
+	"description": "This monitor tracks bounce rates for transactional emails by subject line. High bounce rates may indicate invalid addresses or server issues. Use this monitor to help identify and resolve problems to improve the deliverability of transactional messages.",
+	"definition": {
+		"id": 152853564,
+		"name": "High Bounce Rate by Subject",
+		"type": "log alert",
+		"query": "formula(\"(query / query1) * 100\").last(\"1d\") > 10",
+		"message": "{{#is_warning}}  \nThe bounce rate for subject  '{{log.attributes.subject}}' has exceeded the threshold.  \nCurrent Bounce Rate: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe bounce rate for subject  '{{log.attributes.subject}}' has exceeded the threshold.    \nCurrent Bounce Rate: {{value}}%  \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@abc.com",
+		"tags": [
+			"brevo"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"variables": [
+				{
+					"data_source": "logs",
+					"name": "query",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:(hard_bounce OR soft_bounce)"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "logs",
+					"name": "query1",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:request"
+					},
+					"storage": "hot"
+				}
+			],
+			"new_group_delay": 0,
+			"notify_by": [
+				"*"
+			],
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:brevo"
+	]
+}
\ No newline at end of file
diff --git a/brevo/assets/monitors/brevo_high_error_rate_by_subject.json b/brevo/assets/monitors/brevo_high_error_rate_by_subject.json
new file mode 100644
index 0000000000000..05c3bc064e4ab
--- /dev/null
+++ b/brevo/assets/monitors/brevo_high_error_rate_by_subject.json
@@ -0,0 +1,91 @@
+{
+	"version": 2,
+	"created_at": "2024-09-11",
+	"last_updated_at": "2024-09-11",
+	"title": "High Error Rate by Subject",
+	"description": "Alerts when error rates for transactional emails by subject line are higher than usual. High error rates may indicate issues with content or recipient details. This monitor helps to identify and address problems to ensure reliable delivery of transactional emails.",
+	"definition": {
+		"id": 152943106,
+		"name": "High Error Rate by Subject",
+		"type": "log alert",
+		"query": "formula(\"(query / query1) * 100\").last(\"1d\") > 10",
+		"message": "{{#is_warning}}  \nThe error rate for subject '{{log.attributes.subject}}' has exceeded the threshold.  \nCurrent Error Rate: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe error rate for subject '{{log.attributes.subject}}' has exceeded the threshold.    \nCurrent Error Rate: {{value}}%  \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@abc.com",
+		"tags": [
+			"brevo"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"variables": [
+				{
+					"data_source": "logs",
+					"name": "query",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:invalid_email"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "logs",
+					"name": "query1",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "count"
+					},
+					"group_by": [
+						{
+							"facet": "@subject",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "count"
+							}
+						}
+					],
+					"search": {
+						"query": "source:brevo service:transactional-events @evt.name:request"
+					},
+					"storage": "hot"
+				}
+			],
+			"notify_by": [
+				"*"
+			],
+			"new_group_delay": 0,
+			"renotify_interval": 0,
+			"escalation_message": "",
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:brevo"
+	]
+}
\ No newline at end of file
diff --git a/brevo/assets/service_checks.json b/brevo/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/brevo/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/brevo/images/brevo_marketing_events.png b/brevo/images/brevo_marketing_events.png
new file mode 100644
index 0000000000000..179ce85362c2d
Binary files /dev/null and b/brevo/images/brevo_marketing_events.png differ
diff --git a/brevo/images/brevo_transactional_events.png b/brevo/images/brevo_transactional_events.png
new file mode 100644
index 0000000000000..6646cc61c6ade
Binary files /dev/null and b/brevo/images/brevo_transactional_events.png differ
diff --git a/brevo/manifest.json b/brevo/manifest.json
new file mode 100644
index 0000000000000..5512abd8d0365
--- /dev/null
+++ b/brevo/manifest.json
@@ -0,0 +1,62 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "df939a65-33b7-4bc8-848f-bfe65c022332",
+  "app_id": "brevo",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Brevo marketing and transactional events.",
+    "title": "Brevo",
+    "media": [
+      {
+        "caption": "Brevo - Transactional Events",
+        "image_url": "images/brevo_transactional_events.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Brevo - Marketing Events",
+        "image_url": "images/brevo_marketing_events.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 24822827,
+      "source_type_name": "Brevo",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Brevo - Transactional Events" : "assets/dashboards/brevo_transactional_events.json",
+      "Brevo - Marketing Events" : "assets/dashboards/brevo_marketing_events.json"
+    },
+    "logs": {
+      "source": "brevo"
+    },
+    "monitors": {
+      "High Block Rate by Subject" : "assets/monitors/brevo_high_block_rate_by_subject.json",
+      "High Bounce Rate by Subject" : "assets/monitors/brevo_high_bounce_rate_by_subject.json",
+      "High Error Rate by Subject" : "assets/monitors/brevo_high_error_rate_by_subject.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/btrfs/CHANGELOG.md b/btrfs/CHANGELOG.md
index ec534c9dd361c..280a378d615db 100644
--- a/btrfs/CHANGELOG.md
+++ b/btrfs/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 2.4.0 / 2024-09-05
diff --git a/btrfs/changelog.d/18207.added b/btrfs/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/btrfs/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/btrfs/changelog.d/18580.removed b/btrfs/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/btrfs/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/btrfs/changelog.d/18617.fixed b/btrfs/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/btrfs/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/btrfs/datadog_checks/btrfs/__about__.py b/btrfs/datadog_checks/btrfs/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/btrfs/datadog_checks/btrfs/__about__.py
+++ b/btrfs/datadog_checks/btrfs/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/cacti/CHANGELOG.md b/cacti/CHANGELOG.md
index 26701b2c60292..b60517eaf2d23 100644
--- a/cacti/CHANGELOG.md
+++ b/cacti/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-06-11 / Agent 7.54.1
 
 ***Fixed***:
diff --git a/cacti/changelog.d/18207.added b/cacti/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cacti/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cacti/changelog.d/18580.removed b/cacti/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cacti/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cacti/changelog.d/18617.fixed b/cacti/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cacti/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cacti/datadog_checks/cacti/__about__.py b/cacti/datadog_checks/cacti/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/cacti/datadog_checks/cacti/__about__.py
+++ b/cacti/datadog_checks/cacti/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/calico/CHANGELOG.md b/calico/CHANGELOG.md
index 9e5e0fd42c828..6c07cdc75e47d 100644
--- a/calico/CHANGELOG.md
+++ b/calico/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/calico/changelog.d/18207.added b/calico/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/calico/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/calico/changelog.d/18580.removed b/calico/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/calico/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/calico/changelog.d/18617.fixed b/calico/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/calico/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/calico/datadog_checks/calico/__about__.py b/calico/datadog_checks/calico/__about__.py
index d037f86865212..df1befb2177eb 100644
--- a/calico/datadog_checks/calico/__about__.py
+++ b/calico/datadog_checks/calico/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/cassandra/CHANGELOG.md b/cassandra/CHANGELOG.md
index 58229e6b2a3cf..8d1683fab8097 100644
--- a/cassandra/CHANGELOG.md
+++ b/cassandra/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.18.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/cassandra/changelog.d/18207.added b/cassandra/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cassandra/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cassandra/changelog.d/18580.removed b/cassandra/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cassandra/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cassandra/changelog.d/18617.fixed b/cassandra/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cassandra/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cassandra/datadog_checks/cassandra/__about__.py b/cassandra/datadog_checks/cassandra/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/cassandra/datadog_checks/cassandra/__about__.py
+++ b/cassandra/datadog_checks/cassandra/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/cassandra_nodetool/CHANGELOG.md b/cassandra_nodetool/CHANGELOG.md
index ad5023dd8a58a..7028c3e51edfa 100644
--- a/cassandra_nodetool/CHANGELOG.md
+++ b/cassandra_nodetool/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.13.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/cassandra_nodetool/changelog.d/18207.added b/cassandra_nodetool/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cassandra_nodetool/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cassandra_nodetool/changelog.d/18580.removed b/cassandra_nodetool/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cassandra_nodetool/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cassandra_nodetool/changelog.d/18617.fixed b/cassandra_nodetool/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cassandra_nodetool/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cassandra_nodetool/datadog_checks/cassandra_nodetool/__about__.py b/cassandra_nodetool/datadog_checks/cassandra_nodetool/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/cassandra_nodetool/datadog_checks/cassandra_nodetool/__about__.py
+++ b/cassandra_nodetool/datadog_checks/cassandra_nodetool/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/ceph/CHANGELOG.md b/ceph/CHANGELOG.md
index d1af99eadd50b..231155b3cdf22 100644
--- a/ceph/CHANGELOG.md
+++ b/ceph/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.10.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/ceph/changelog.d/18207.added b/ceph/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ceph/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ceph/changelog.d/18580.removed b/ceph/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ceph/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ceph/changelog.d/18617.fixed b/ceph/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ceph/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ceph/datadog_checks/ceph/__about__.py b/ceph/datadog_checks/ceph/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/ceph/datadog_checks/ceph/__about__.py
+++ b/ceph/datadog_checks/ceph/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/cert_manager/CHANGELOG.md b/cert_manager/CHANGELOG.md
index 15bcfea3b45ba..ba99029aa92c5 100644
--- a/cert_manager/CHANGELOG.md
+++ b/cert_manager/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 5.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.1.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/cert_manager/changelog.d/18207.added b/cert_manager/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cert_manager/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cert_manager/changelog.d/18617.fixed b/cert_manager/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cert_manager/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cert_manager/datadog_checks/cert_manager/__about__.py b/cert_manager/datadog_checks/cert_manager/__about__.py
index 59ccab2a77ff8..2b46b8418a5d7 100644
--- a/cert_manager/datadog_checks/cert_manager/__about__.py
+++ b/cert_manager/datadog_checks/cert_manager/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '5.1.0'
diff --git a/cilium/CHANGELOG.md b/cilium/CHANGELOG.md
index 771e67428de6d..72bbe96abef97 100644
--- a/cilium/CHANGELOG.md
+++ b/cilium/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.6.0 / 2024-09-05
 
 ***Added***:
diff --git a/cilium/changelog.d/18207.added b/cilium/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cilium/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cilium/changelog.d/18580.removed b/cilium/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cilium/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cilium/changelog.d/18617.fixed b/cilium/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cilium/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cilium/datadog_checks/cilium/__about__.py b/cilium/datadog_checks/cilium/__about__.py
index 78967d676d1af..59ccab2a77ff8 100644
--- a/cilium/datadog_checks/cilium/__about__.py
+++ b/cilium/datadog_checks/cilium/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/cilium/metadata.csv b/cilium/metadata.csv
index a69ca01b2a6f3..8a41a14bed343 100644
--- a/cilium/metadata.csv
+++ b/cilium/metadata.csv
@@ -1,5 +1,4 @@
 metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
-cilium.,gauge,,event,,[OpenMetrics V1 and V2] How many seconds has the longest running processor for workqueue been running.,0,cilium,k8s workqueue running processor,,
 cilium.agent.api_process_time.seconds.bucket,count,,second,,[OpenMetrics V2] Amount of processing time for all API calls,0,cilium,api proc time bucket,,
 cilium.agent.api_process_time.seconds.count,count,,request,,[OpenMetrics V1 and V2] Count of processing time for all API calls,0,cilium,api proc time count,,
 cilium.agent.api_process_time.seconds.sum,count,,second,,[OpenMetrics V1 and V2] Sum of processing time for all API calls,0,cilium,api proc time sum,,
diff --git a/cisco_aci/CHANGELOG.md b/cisco_aci/CHANGELOG.md
index f9b7d1ea94ee8..8586a4daa27e7 100644
--- a/cisco_aci/CHANGELOG.md
+++ b/cisco_aci/CHANGELOG.md
@@ -2,7 +2,38 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.2.0 / 2024-12-26
+
+***Added***:
+
+* [NDM] [Cisco ACI] Support submitting topology metadata (utilizing LLDP neighbor information) ([#18675](https://github.com/DataDog/integrations-core/pull/18675))
+
+***Fixed***:
+
+* [NDM] [Cisco ACI] Fix APIC device status ([#19204](https://github.com/DataDog/integrations-core/pull/19204))
+
+## 4.1.0 / 2024-10-31 / Agent 7.60.0
+
+***Added***:
+
+* [NDM] [Cisco ACI] Utilize raw ID for interface metadata ([#18842](https://github.com/DataDog/integrations-core/pull/18842))
+
+***Fixed***:
+
+* [NDM] [Cisco ACI] Improve integration performance ([#18747](https://github.com/DataDog/integrations-core/pull/18747))
+
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* [NDM] [Cisco ACI] Add check metrics ([#18748](https://github.com/DataDog/integrations-core/pull/18748))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -12,6 +43,10 @@
 
 * Bump version of cryptography to 43.0.1 to address vulnerability ([#18656](https://github.com/DataDog/integrations-core/pull/18656))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.12.0 / 2024-09-06
 
 ***Added***:
@@ -47,7 +82,7 @@
 * [NDM] Add NDM metadata support for Cisco ACI ([#17735](https://github.com/DataDog/integrations-core/pull/17735))
 * [NDM] [Cisco ACI] Add common NDM tags to metrics ([#18017](https://github.com/DataDog/integrations-core/pull/18017))
 * [NDM] [Cisco ACI] Add config flag for enabling sending metadata to NDM ([#18099](https://github.com/DataDog/integrations-core/pull/18099))
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 2.9.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/cisco_aci/README.md b/cisco_aci/README.md
index cff291a0e7813..306d6accb9a8d 100644
--- a/cisco_aci/README.md
+++ b/cisco_aci/README.md
@@ -1,4 +1,4 @@
-# CiscoACI Integration
+# Cisco ACI Integration
 
 ## Overview
 
@@ -7,6 +7,7 @@ The Cisco ACI Integration lets you:
 - Track the state and health of your network
 - Track the capacity of your ACI
 - Monitor the switches and controllers themselves
+- The ability to monitor devices via [Network Devices Monitoring][11]
 
 ## Setup
 
@@ -52,6 +53,11 @@ To configure this check for an Agent running on a host:
         # tenant:
         #   - <TENANT_1>
         #   - <TENANT_2>
+
+        ## @param send_ndm_metadata - boolean - optional - default: false
+        ## Set to `true` to enable Network Device Monitoring metadata (for devices and interfaces) to be sent.
+        #
+        # send_ndm_metadata: false
    ```
    
    *NOTE*: Be sure to specify any tenants for the integration to collect metrics on applications, EPG, etc.
@@ -135,3 +141,4 @@ Need help? Contact [Datadog support][9].
 [8]: https://github.com/DataDog/integrations-core/blob/master/cisco_aci/assets/service_checks.json
 [9]: https://docs.datadoghq.com/help/
 [10]: https://docs.datadoghq.com/network_monitoring/devices/supported_devices/
+[11]: https://www.datadoghq.com/product/network-monitoring/network-device-monitoring/
diff --git a/cisco_aci/assets/configuration/spec.yaml b/cisco_aci/assets/configuration/spec.yaml
index 98b3c3d4d8502..f466b50fbe0b5 100644
--- a/cisco_aci/assets/configuration/spec.yaml
+++ b/cisco_aci/assets/configuration/spec.yaml
@@ -101,7 +101,7 @@ files:
         example: default
     - name: send_ndm_metadata
       description: |
-        Set to `true` to enable Network Device Monitoring metadata (for devices and interfaces) to be sent.
+        Set to `true` to enable Network Device Monitoring metadata (for devices, interfaces, topology) to be sent.
       value:
         type: boolean
         example: False
diff --git a/cisco_aci/assets/dashboards/cisco_aci_dashboard.json b/cisco_aci/assets/dashboards/cisco_aci_dashboard.json
index 8b145f1953a94..aac3ffdfe1bc7 100644
--- a/cisco_aci/assets/dashboards/cisco_aci_dashboard.json
+++ b/cisco_aci/assets/dashboards/cisco_aci_dashboard.json
@@ -26,8 +26,8 @@
                         "layout": {
                             "x": 0,
                             "y": 0,
-                            "width": 2,
-                            "height": 2
+                            "width": 6,
+                            "height": 4
                         }
                     },
                     {
@@ -45,19 +45,136 @@
                             "has_padding": true
                         },
                         "layout": {
-                            "x": 2,
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 9
+            }
+        },
+        {
+            "id": 8073559146636168,
+            "definition": {
+                "title": "Health Overview",
+                "background_color": "vivid_purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5679074543367742,
+                        "definition": {
+                            "title": "Leafs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_aci.fabric.node.cpu.avg{apic_role:leaf} by {device_id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "count_nonzero(query1)"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
                             "y": 0,
-                            "width": 4,
+                            "width": 3,
                             "height": 2
                         }
+                    },
+                    {
+                        "id": 6149327972947806,
+                        "definition": {
+                            "title": "Spines",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_aci.fabric.node.cpu.avg{apic_role:spine} by {device_id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "count_nonzero(query1)"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2542134220658730,
+                        "definition": {
+                            "title": "Monitors overview",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "cisco-aci",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 2,
+                            "width": 6,
+                            "height": 3
+                        }
                     }
                 ]
             },
             "layout": {
-                "x": 0,
+                "x": 6,
                 "y": 0,
                 "width": 6,
-                "height": 3
+                "height": 6
             }
         },
         {
@@ -217,7 +334,7 @@
             },
             "layout": {
                 "x": 6,
-                "y": 0,
+                "y": 6,
                 "width": 6,
                 "height": 3
             }
@@ -433,7 +550,7 @@
             },
             "layout": {
                 "x": 0,
-                "y": 3,
+                "y": 9,
                 "width": 12,
                 "height": 6
             }
@@ -480,7 +597,7 @@
                             "x": 0,
                             "y": 0,
                             "width": 2,
-                            "height": 1
+                            "height": 2
                         }
                     },
                     {
@@ -533,34 +650,40 @@
                         "layout": {
                             "x": 2,
                             "y": 0,
-                            "width": 3,
+                            "width": 5,
                             "height": 2
                         }
                     },
                     {
-                        "id": 20,
+                        "id": 19,
                         "definition": {
-                            "title": "Top 10 EPGs by IP",
+                            "title": "Top 10 EPG Ports by traffic",
                             "title_size": "16",
                             "title_align": "left",
                             "type": "toplist",
                             "requests": [
                                 {
                                     "style": {
-                                        "palette": "dog_classic"
+                                        "palette": "orange"
                                     },
                                     "response_format": "scalar",
                                     "queries": [
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:cisco_aci.tenant.egress_bytes.unicast.rate{$tenant} by {ip,application,endpoint_group}",
+                                            "query": "avg:cisco_aci.fabric.port.egr_bytes.unicast{$tenant} by {node_id,port,endpoint_group}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:cisco_aci.fabric.port.ingr_bytes.unicast{$tenant} by {node_id,port,endpoint_group}",
                                             "aggregator": "avg"
                                         }
                                     ],
                                     "formulas": [
                                         {
-                                            "formula": "query1"
+                                            "formula": "exclude_null(query1) + exclude_null(query2)"
                                         }
                                     ],
                                     "sort": {
@@ -579,109 +702,103 @@
                             "style": {}
                         },
                         "layout": {
-                            "x": 5,
+                            "x": 7,
                             "y": 0,
-                            "width": 4,
-                            "height": 2
+                            "width": 5,
+                            "height": 4
                         }
                     },
                     {
-                        "id": 19,
+                        "id": 18,
                         "definition": {
-                            "title": "Top 10 EPG Ports by traffic",
+                            "title": "Applications",
                             "title_size": "16",
                             "title_align": "left",
-                            "type": "toplist",
+                            "type": "query_value",
                             "requests": [
                                 {
-                                    "style": {
-                                        "palette": "orange"
-                                    },
                                     "response_format": "scalar",
                                     "queries": [
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:cisco_aci.fabric.port.egr_bytes.unicast{$tenant} by {node_id,port,endpoint_group}",
-                                            "aggregator": "avg"
-                                        },
-                                        {
-                                            "data_source": "metrics",
-                                            "name": "query2",
-                                            "query": "avg:cisco_aci.fabric.port.ingr_bytes.unicast{$tenant} by {node_id,port,endpoint_group}",
-                                            "aggregator": "avg"
+                                            "query": "avg:cisco_aci.tenant.ingress_pkts.flood.cum{$tenant} by {application}",
+                                            "aggregator": "last"
                                         }
                                     ],
                                     "formulas": [
                                         {
-                                            "formula": "exclude_null(query1) + exclude_null(query2)"
+                                            "formula": "count_not_null(query1)"
                                         }
-                                    ],
-                                    "sort": {
-                                        "count": 10,
-                                        "order_by": [
-                                            {
-                                                "type": "formula",
-                                                "index": 0,
-                                                "order": "desc"
-                                            }
-                                        ]
-                                    }
+                                    ]
                                 }
                             ],
+                            "autoscale": true,
                             "custom_links": [],
-                            "style": {}
+                            "precision": 2
                         },
                         "layout": {
-                            "x": 9,
-                            "y": 0,
-                            "width": 3,
+                            "x": 0,
+                            "y": 2,
+                            "width": 2,
                             "height": 2
                         }
                     },
                     {
-                        "id": 18,
+                        "id": 20,
                         "definition": {
-                            "title": "Applications",
+                            "title": "Top 10 EPGs by IP",
                             "title_size": "16",
                             "title_align": "left",
-                            "type": "query_value",
+                            "type": "toplist",
                             "requests": [
                                 {
+                                    "style": {
+                                        "palette": "dog_classic"
+                                    },
                                     "response_format": "scalar",
                                     "queries": [
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:cisco_aci.tenant.ingress_pkts.flood.cum{$tenant} by {application}",
-                                            "aggregator": "last"
+                                            "query": "avg:cisco_aci.tenant.egress_bytes.unicast.rate{$tenant} by {ip,application,endpoint_group}",
+                                            "aggregator": "avg"
                                         }
                                     ],
                                     "formulas": [
                                         {
-                                            "formula": "count_not_null(query1)"
+                                            "formula": "query1"
                                         }
-                                    ]
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
                                 }
                             ],
-                            "autoscale": true,
                             "custom_links": [],
-                            "precision": 2
+                            "style": {}
                         },
                         "layout": {
-                            "x": 0,
-                            "y": 1,
-                            "width": 2,
-                            "height": 1
+                            "x": 2,
+                            "y": 2,
+                            "width": 5,
+                            "height": 2
                         }
                     }
                 ]
             },
             "layout": {
                 "x": 0,
-                "y": 9,
+                "y": 15,
                 "width": 12,
-                "height": 3
+                "height": 5
             }
         },
         {
@@ -894,6 +1011,104 @@
                 "type": "group",
                 "layout_type": "ordered",
                 "widgets": [
+                    {
+                        "id": 1547034477646386,
+                        "definition": {
+                            "title": "Avg CPU %",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:cisco_aci.fabric.node.cpu.avg{apic_role:leaf} by {device_id,fabric_pod_id,node_id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1671869305900852,
+                        "definition": {
+                            "title": "Avg Memory %",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:cisco_aci.fabric.node.mem.avg{apic_role:leaf} by {device_id,fabric_pod_id,node_id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
                     {
                         "id": 2991165436190176,
                         "definition": {
@@ -979,8 +1194,8 @@
                         },
                         "layout": {
                             "x": 0,
-                            "y": 0,
-                            "width": 6,
+                            "y": 4,
+                            "width": 12,
                             "height": 3
                         }
                     }
@@ -988,9 +1203,9 @@
             },
             "layout": {
                 "x": 0,
-                "y": 0,
-                "width": 6,
-                "height": 4
+                "y": 6,
+                "width": 12,
+                "height": 8
             }
         },
         {
@@ -1002,6 +1217,104 @@
                 "type": "group",
                 "layout_type": "ordered",
                 "widgets": [
+                    {
+                        "id": 3145200399718776,
+                        "definition": {
+                            "title": "Avg CPU %",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:cisco_aci.fabric.node.cpu.avg{apic_role:spine} by {device_id,fabric_pod_id,node_id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3332653863183974,
+                        "definition": {
+                            "title": "Avg Memory %",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:cisco_aci.fabric.node.mem.avg{apic_role:spine} by {device_id,fabric_pod_id,node_id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
                     {
                         "id": 1813163214351510,
                         "definition": {
@@ -1087,18 +1400,18 @@
                         },
                         "layout": {
                             "x": 0,
-                            "y": 0,
-                            "width": 6,
+                            "y": 4,
+                            "width": 12,
                             "height": 3
                         }
                     }
                 ]
             },
             "layout": {
-                "x": 6,
-                "y": 0,
-                "width": 6,
-                "height": 4
+                "x": 0,
+                "y": 14,
+                "width": 12,
+                "height": 8
             }
         }
     ],
diff --git a/cisco_aci/assets/monitors/interface_down.json b/cisco_aci/assets/monitors/interface_down.json
new file mode 100644
index 0000000000000..24b964e0c021e
--- /dev/null
+++ b/cisco_aci/assets/monitors/interface_down.json
@@ -0,0 +1,26 @@
+{
+	"version": 2,
+	"created_at": "2024-12-04",
+	"last_updated_at": "2024-12-04",
+	"title": "Interface is down on a Cisco ACI device",
+	"description": "This monitor checks the status of interfaces on Cisco ACI devices. It alerts if one reports as 'down'.",
+	"definition": {
+		"name": "[Cisco ACI] Interface {{port.name}} down alert on device {{device_ip.name}} in namespace {{device_namespace.name}}",
+		"type": "query alert",
+		"query": "avg(last_5m):avg:cisco_aci.fabric.port.status{status:down} by {device_ip,device_namespace,port} == 1",
+		"message": "{{#is_alert}}\nInterface {{port.name}} of network device with IP {{device_ip.name}} in namespace {{device_namespace.name}} is reporting DOWN.\n{{/is_alert}}\n\n{{#is_alert_recovery}}\nInterface {{port.name}} of network device with IP {{device_ip.name}} in namespace {{device_namespace.name}} is back online.\n{{/is_alert_recovery}}\n\nTo know more about the status of your device, you can have more information from the [NDM page for the device {{device_namespace.name}}:{{device_ip.name}}](/infrastructure/devices/graph?inspectedDevice={{device_namespace.name}}%3A{{device_ip.name}}&detailsTab=interfaces).",
+		"tags": [],
+		"options": {
+			"thresholds": {
+				"critical": 1
+			},
+			"notify_audit": false,
+            "on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60
+		}
+	},
+	"tags": [
+		"integration:cisco-aci"
+	]
+}
\ No newline at end of file
diff --git a/cisco_aci/changelog.d/18207.added b/cisco_aci/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cisco_aci/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cisco_aci/changelog.d/18580.removed b/cisco_aci/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cisco_aci/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cisco_aci/changelog.d/18617.fixed b/cisco_aci/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cisco_aci/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cisco_aci/changelog.d/18748.added b/cisco_aci/changelog.d/18748.added
deleted file mode 100644
index 2c3891fb1f639..0000000000000
--- a/cisco_aci/changelog.d/18748.added
+++ /dev/null
@@ -1 +0,0 @@
-[NDM] [Cisco ACI] Add check metrics
diff --git a/cisco_aci/datadog_checks/cisco_aci/__about__.py b/cisco_aci/datadog_checks/cisco_aci/__about__.py
index 5778c5423a6b0..d396e637fa72e 100644
--- a/cisco_aci/datadog_checks/cisco_aci/__about__.py
+++ b/cisco_aci/datadog_checks/cisco_aci/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.2.0"
diff --git a/cisco_aci/datadog_checks/cisco_aci/api.py b/cisco_aci/datadog_checks/cisco_aci/api.py
index d84ddca48f210..aa6cb1c8b3977 100644
--- a/cisco_aci/datadog_checks/cisco_aci/api.py
+++ b/cisco_aci/datadog_checks/cisco_aci/api.py
@@ -285,15 +285,26 @@ def get_spine_proc_metrics(self, pod, node):
         response = self.make_request(path)
         return self._parse_response(response)
 
-    def get_eth_list(self, pod, node):
-        query = 'rsp-subtree=children&rsp-subtree-class=ethpmPhysIf'
+    def get_eth_list_and_stats(self, pod, node):
+        subtree = 'children'
+        subtree_include = 'stats'
+        subtree_class = (
+            'ethpmPhysIf,eqptEgrTotal5min,eqptIngrTotal5min,eqptEgrDropPkts5min,eqptEgrBytes5min,eqptIngrBytes5min'
+        )
+        query = 'rsp-subtree={}&rsp-subtree-include={}&rsp-subtree-class={}'.format(
+            subtree, subtree_include, subtree_class
+        )
         path = '/api/node/class/topology/pod-{}/node-{}/l1PhysIf.json?{}'.format(pod, node, query)
         response = self.make_request(path)
         return self._parse_response(response)
 
-    def get_eth_stats(self, pod, node, eth):
-        query = 'rsp-subtree-include=stats,no-scoped&page-size=50'
-        path = '/api/mo/topology/pod-{}/node-{}/sys/phys-[{}].json?{}'.format(pod, node, eth, query)
+    def get_lldp_adj_eps(self):
+        path = '/api/node/class/lldpAdjEp.json'
+        response = self.make_request(path)
+        return self._parse_response(response)
+
+    def get_cdp_adj_eps(self):
+        path = '/api/node/class/cdpAdjEp.json'
         response = self.make_request(path)
         return self._parse_response(response)
 
diff --git a/cisco_aci/datadog_checks/cisco_aci/data/conf.yaml.example b/cisco_aci/datadog_checks/cisco_aci/data/conf.yaml.example
index fabcec25daf24..fb2715c64aefa 100644
--- a/cisco_aci/datadog_checks/cisco_aci/data/conf.yaml.example
+++ b/cisco_aci/datadog_checks/cisco_aci/data/conf.yaml.example
@@ -131,7 +131,7 @@ instances:
     # namespace: default
 
     ## @param send_ndm_metadata - boolean - optional - default: false
-    ## Set to `true` to enable Network Device Monitoring metadata (for devices and interfaces) to be sent.
+    ## Set to `true` to enable Network Device Monitoring metadata (for devices, interfaces, topology) to be sent.
     #
     # send_ndm_metadata: false
 
diff --git a/cisco_aci/datadog_checks/cisco_aci/fabric.py b/cisco_aci/datadog_checks/cisco_aci/fabric.py
index 1a99ebbb3425b..2812d145f4596 100644
--- a/cisco_aci/datadog_checks/cisco_aci/fabric.py
+++ b/cisco_aci/datadog_checks/cisco_aci/fabric.py
@@ -47,8 +47,14 @@ def collect(self):
         pods = self.submit_pod_health(fabric_pods)
         devices, interfaces = self.submit_nodes_health_and_metadata(fabric_nodes, pods)
         if self.ndm_enabled():
+            # get topology link metadata
+            lldp_adj_eps = self.api.get_lldp_adj_eps()
+            cdp_adj_eps = self.api.get_cdp_adj_eps()
+            device_map = ndm.get_device_ip_mapping(devices)
+            links = ndm.create_topology_link_metadata(lldp_adj_eps, cdp_adj_eps, device_map, self.namespace)
+
             collect_timestamp = int(time.time())
-            batches = ndm.batch_payloads(self.namespace, devices, interfaces, collect_timestamp)
+            batches = ndm.batch_payloads(self.namespace, devices, interfaces, links, collect_timestamp)
             for batch in batches:
                 self.event_platform_event(json.dumps(batch.model_dump(exclude_none=True)), "network-devices-metadata")
 
@@ -122,15 +128,14 @@ def process_eth(self, node):
         pod_id = helpers.get_pod_from_dn(node['dn'])
         common_tags = ndm.common_tags(node.get('address', ''), device_hostname, self.namespace)
         try:
-            eth_list = self.api.get_eth_list(pod_id, node['id'])
+            eth_list_and_stats = self.api.get_eth_list_and_stats(pod_id, node['id'])
         except (exceptions.APIConnectionException, exceptions.APIParsingException):
             pass
         interfaces = []
-        for e in eth_list:
-            eth_attrs = helpers.get_attributes(e)
-            eth_id = eth_attrs['id']
+        for e in eth_list_and_stats:
             tags = self.tagger.get_fabric_tags(e, 'l1PhysIf')
             tags.extend(common_tags)
+
             if self.ndm_enabled():
                 interface_metadata = ndm.create_interface_metadata(e, node.get('address', ''), self.namespace)
                 interfaces.append(interface_metadata)
@@ -146,11 +151,8 @@ def process_eth(self, node):
                     tags,
                     device_hostname,
                 )
-            try:
-                stats = self.api.get_eth_stats(pod_id, node['id'], eth_id)
-                self.submit_fabric_metric(stats, tags, 'l1PhysIf', hostname=hostname)
-            except (exceptions.APIConnectionException, exceptions.APIParsingException):
-                pass
+            stats = e.get('l1PhysIf', {}).get('children', [])
+            self.submit_fabric_metric(stats, tags, 'l1PhysIf', hostname=hostname)
         self.log.info("finished processing ethernet ports for %s", node['id'])
         return interfaces
 
@@ -266,5 +268,5 @@ def get_fabric_type(self, obj_type):
     def submit_interface_status_metric(self, status, tags, hostname):
         if status:
             new_tags = tags.copy()
-            new_tags.extend(["port.status:{}".format(status)])
+            new_tags.extend(["status:{}".format(status)])
             self.gauge('cisco_aci.fabric.port.status', 1, tags=new_tags, hostname=hostname)
diff --git a/cisco_aci/datadog_checks/cisco_aci/helpers.py b/cisco_aci/datadog_checks/cisco_aci/helpers.py
index ac2cd56f40a7e..7ebe981f7fbb1 100644
--- a/cisco_aci/datadog_checks/cisco_aci/helpers.py
+++ b/cisco_aci/datadog_checks/cisco_aci/helpers.py
@@ -11,6 +11,7 @@
 EPG_REGEX = re.compile('/epg-([^/]+)/')
 IP_REGEX = re.compile('/ip-([^/]+)/')
 NODE_REGEX = re.compile('node-([0-9]+)')
+ETH_REGEX = re.compile(r'\[([^]]*)\]')
 
 
 def parse_capacity_tags(dn):
@@ -85,6 +86,23 @@ def get_node_from_dn(dn):
     return _get_value_from_dn(NODE_REGEX, dn)
 
 
+def get_eth_id_from_dn(dn):
+    """
+    This parses the interface ID (eth) from a dn designator. They look like this:
+    topology/pod-1/node-101/sys/lldp/inst/if-[eth1/49]/adj-1
+    """
+    return _get_value_from_dn(ETH_REGEX, dn)
+
+
+def get_index_from_eth_id(eth_id):
+    """
+    This parses the interface index (eth) from an interface's ID. They look like this:
+    eth1/49
+    """
+    split = re.split('eth|/', eth_id)
+    return int(split[-1])
+
+
 def _get_value_from_dn(regex, dn):
     if not dn:
         return None
diff --git a/cisco_aci/datadog_checks/cisco_aci/models.py b/cisco_aci/datadog_checks/cisco_aci/models.py
index 3081d8ffd685c..18bd6a0632b8e 100644
--- a/cisco_aci/datadog_checks/cisco_aci/models.py
+++ b/cisco_aci/datadog_checks/cisco_aci/models.py
@@ -8,6 +8,8 @@
 
 from pydantic import BaseModel, ConfigDict, Field, computed_field, field_validator, model_validator
 
+from . import helpers
+
 """
 Cisco ACI Response Models
 """
@@ -15,6 +17,7 @@
 
 class NodeAttributes(BaseModel):
     address: Optional[str] = None
+    ad_st: Optional[str] = Field(default=None, alias="adSt")
     fabric_st: Optional[str] = Field(default=None, alias="fabricSt")
     role: Optional[str] = None
     dn: Optional[str] = None
@@ -32,6 +35,22 @@ def device_type(self) -> str:
             return 'switch'
         return 'other'
 
+    @computed_field
+    @property
+    def status(self) -> int:
+        if self.role == 'controller':
+            return 1 if self.ad_st == 'on' else 2
+        mapping = {
+            'active': 1,
+            'inactive': 2,
+            'disabled': 2,
+            'discovering': 2,
+            'undiscovered': 2,
+            'unsupported': 2,
+            'unknown': 2,
+        }
+        return mapping.get(self.fabric_st, 2)
+
 
 class Node(BaseModel):
     attributes: NodeAttributes
@@ -77,6 +96,77 @@ def ethpm_phys_if(self) -> Optional[EthpmPhysIf]:
         return None
 
 
+class LldpAdjAttributes(BaseModel):
+    chassis_id_t: Optional[str] = Field(default=None, alias="chassisIdT")
+    chassis_id_v: Optional[str] = Field(default=None, alias="chassisIdV")
+    dn: Optional[str] = None
+    mgmt_ip: Optional[str] = Field(default=None, alias="mgmtIp")
+    mgmt_port_mac: Optional[str] = Field(default=None, alias="mgmtPortMac")
+    port_desc: Optional[str] = Field(default=None, alias="portDesc")
+    port_id_t: Optional[str] = Field(default=None, alias="portIdT")
+    port_id_v: Optional[str] = Field(default=None, alias="portIdV")
+    sys_desc: Optional[str] = Field(default=None, alias="sysDesc")
+    sys_name: Optional[str] = Field(default=None, alias="sysName")
+
+    @computed_field
+    @property
+    def ndm_remote_interface_type(self) -> str:
+        # map the Cisco ACI port subtype to match what NDM (writer) expects
+        port_subtype_mapping = {
+            "if-alias": "interface_alias",
+            "port-name": "interface_name",
+            "mac": "mac_address",
+            "nw-addr": "network_address",
+            "if-name": "interface_name",
+            "agent-ckt-id": "agent_circuit_id",
+            "local": "local",
+        }
+        if self.port_id_t:
+            return port_subtype_mapping.get(self.port_id_t, "unknown")
+        return "unknown"
+
+    @computed_field
+    @property
+    def local_device_dn(self) -> str:
+        # example: topology/pod-1/node-101/sys/lldp/inst/if-[eth1/49]/adj-1
+        return helpers.get_hostname_from_dn(self.dn)
+
+    @computed_field
+    @property
+    def local_port_id(self) -> str:
+        # example: topology/pod-1/paths-201/path-ep-[eth1/1]
+        # use regex to extract port alias from square brackets - ex: eth1/1
+        return helpers.get_eth_id_from_dn(self.dn)
+
+    @computed_field
+    @property
+    def local_port_index(self) -> int:
+        return helpers.get_index_from_eth_id(self.local_port_id)
+
+    @computed_field
+    @property
+    def remote_device_dn(self) -> str:
+        # example: topology/pod-1/paths-201/path-ep-[eth1/1]
+        # use regex to extract the pod/node - ex: pod-1-node-201
+        return helpers.get_hostname_from_dn(self.sys_desc)
+
+    @computed_field
+    @property
+    def remote_port_id(self) -> str:
+        # example: topology/pod-1/paths-201/path-ep-[eth1/1]
+        # use regex to extract port alias from square brackets - ex: eth1/1
+        return helpers.get_eth_id_from_dn(self.port_desc)
+
+    @computed_field
+    @property
+    def remote_port_index(self) -> int:
+        return helpers.get_index_from_eth_id(self.remote_port_id)
+
+
+class LldpAdjEp(BaseModel):
+    attributes: LldpAdjAttributes
+
+
 """
 NDM Models
 """
@@ -88,27 +178,16 @@ class DeviceMetadata(BaseModel):
     tags: list = Field(default_factory=list)
     name: Optional[str] = Field(default=None)
     ip_address: Optional[str] = Field(default=None)
+    status: Optional[int] = Field(default=None)
     model: Optional[str] = Field(default=None)
-    fabric_st: Optional[str] = Field(default=None, exclude=True)
     vendor: Optional[str] = Field(default=None)
     version: Optional[str] = Field(default=None)
     serial_number: Optional[str] = Field(default=None)
     device_type: Optional[str] = Field(default=None)
     integration: Optional[str] = Field(default='cisco-aci')
 
-    @computed_field
-    @property
-    def status(self) -> int:
-        mapping = {
-            'active': 1,
-            'inactive': 2,
-            'disabled': 2,
-            'discovering': 2,
-            'undiscovered': 2,
-            'unsupported': 2,
-            'unknown': 2,
-        }
-        return mapping.get(self.fabric_st, 2)
+    # non-exported fields
+    pod_node_id: Optional[str] = Field(default=None, exclude=True)
 
 
 class DeviceMetadataList(BaseModel):
@@ -135,8 +214,11 @@ class Status(StrEnum):
 class InterfaceMetadata(BaseModel):
     device_id: Optional[str] = Field(default=None)
     id_tags: list = Field(default_factory=list)
+    raw_id: Optional[str] = Field(default=None)
+    raw_id_type: Optional[str] = Field(default='cisco-aci')
     index: Optional[int] = Field(default=None)
     name: Optional[str] = Field(default=None)
+    alias: Optional[str] = Field(default=None)
     description: Optional[str] = Field(default=None)
     mac_address: Optional[str] = Field(default=None)
     admin_status: Optional[AdminStatus] = Field(default=None)
@@ -195,10 +277,46 @@ class InterfaceMetadataList(BaseModel):
     interface_metadata: list = Field(default_factory=list)
 
 
+class TopologyLinkDevice(BaseModel):
+    dd_id: Optional[str] = None
+    id: Optional[str] = None
+    id_type: Optional[str] = None
+    name: Optional[str] = None
+    description: Optional[str] = None
+    ip_address: Optional[str] = None
+
+
+class TopologyLinkInterface(BaseModel):
+    dd_id: Optional[str] = None
+    id: Optional[str] = None
+    id_type: Optional[str] = None
+    description: Optional[str] = None
+
+
+class TopologyLinkSide(BaseModel):
+    device: Optional[TopologyLinkDevice] = None
+    interface: Optional[TopologyLinkInterface] = None
+
+
+class SourceType(StrEnum):
+    LLDP = "lldp"
+    CDP = "cdp"
+    OTHER = "OTHER"
+
+
+class TopologyLinkMetadata(BaseModel):
+    id: Optional[str] = None
+    source_type: Optional[SourceType] = Field(default=None)
+    local: Optional[TopologyLinkSide] = Field(default=None)
+    remote: Optional[TopologyLinkSide] = Field(default=None)
+    integration: Optional[str] = Field(default='cisco-aci')
+
+
 class NetworkDevicesMetadata(BaseModel):
     namespace: str = None
     devices: Optional[list[DeviceMetadata]] = Field(default_factory=list)
     interfaces: Optional[list[InterfaceMetadata]] = Field(default_factory=list)
+    links: Optional[list[TopologyLinkMetadata]] = Field(default_factory=list)
     collect_timestamp: Optional[int] = None
     size: Optional[int] = Field(default=0, exclude=True)
 
@@ -209,4 +327,6 @@ def append_metadata(self, metadata: DeviceMetadata | InterfaceMetadata):
             self.devices.append(metadata)
         if isinstance(metadata, InterfaceMetadata):
             self.interfaces.append(metadata)
+        if isinstance(metadata, TopologyLinkMetadata):
+            self.links.append(metadata)
         self.size += 1
diff --git a/cisco_aci/datadog_checks/cisco_aci/ndm.py b/cisco_aci/datadog_checks/cisco_aci/ndm.py
index 5681350d6b39f..2336e30a0e227 100644
--- a/cisco_aci/datadog_checks/cisco_aci/ndm.py
+++ b/cisco_aci/datadog_checks/cisco_aci/ndm.py
@@ -5,11 +5,19 @@
 from datadog_checks.cisco_aci.models import (
     DeviceMetadata,
     InterfaceMetadata,
+    LldpAdjEp,
     NetworkDevicesMetadata,
     Node,
     PhysIf,
+    SourceType,
+    TopologyLinkDevice,
+    TopologyLinkInterface,
+    TopologyLinkMetadata,
+    TopologyLinkSide,
 )
 
+from . import helpers
+
 VENDOR_CISCO = 'cisco'
 PAYLOAD_METADATA_BATCH_SIZE = 100
 
@@ -31,12 +39,13 @@ def create_node_metadata(node_attrs, tags, namespace):
         tags=device_tags + tags,
         name=hostname,
         ip_address=node.attributes.address,
+        status=node.attributes.status,
         model=node.attributes.model,
-        fabric_st=node.attributes.fabric_st,
         vendor=VENDOR_CISCO,
         version=node.attributes.version,
         serial_number=node.attributes.serial,
         device_type=node.attributes.device_type,
+        pod_node_id=helpers.get_hostname_from_dn(node.attributes.dn),
     )
     return device
 
@@ -48,9 +57,11 @@ def create_interface_metadata(phys_if, address, namespace):
     eth = PhysIf(**phys_if.get('l1PhysIf', {}))
     interface = InterfaceMetadata(
         device_id='{}:{}'.format(namespace, address),
+        raw_id=eth.attributes.id,
         id_tags=['interface:{}'.format(eth.attributes.name)],
         index=eth.attributes.id,
         name=eth.attributes.name,
+        alias=eth.attributes.id,
         description=eth.attributes.desc,
         mac_address=eth.attributes.router_mac,
         admin_status=eth.attributes.admin_st,
@@ -61,6 +72,105 @@ def create_interface_metadata(phys_if, address, namespace):
     return interface
 
 
+def create_topology_link_metadata(lldp_adj_eps, cdp_adj_eps, device_map, namespace):
+    """
+    Create a TopologyLinkMetadata object from LLDP or CDP (only LLDP is supported as of right now)
+    """
+    for lldp_adj_ep in lldp_adj_eps:
+        lldp_adj_ep = LldpAdjEp(**lldp_adj_ep.get("lldpAdjEp", {}))
+        lldp_attrs = lldp_adj_ep.attributes
+
+        local_device_id = device_map.get(lldp_attrs.local_device_dn)
+        local_interface_id = get_interface_dd_id(local_device_id, lldp_attrs.local_port_id)
+
+        local = TopologyLinkSide(
+            device=TopologyLinkDevice(dd_id=local_device_id),
+            interface=TopologyLinkInterface(
+                dd_id=local_interface_id,
+                id=lldp_attrs.local_port_id,
+                id_type='interface_name',
+            ),
+        )
+
+        remote_device_dd_id = get_remote_device_dd_id(device_map, lldp_attrs.remote_device_dn, lldp_attrs.mgmt_ip)
+        remote_device = TopologyLinkDevice(
+            name=lldp_attrs.sys_name,
+            description=lldp_attrs.sys_desc,
+            id=lldp_attrs.chassis_id_v,
+            id_type=lldp_attrs.chassis_id_t,
+            ip_address=lldp_attrs.mgmt_ip,
+        )
+        if remote_device_dd_id:
+            remote_device.dd_id = remote_device_dd_id
+        remote_interface = TopologyLinkInterface(
+            id=lldp_attrs.port_id_v,
+            id_type=lldp_attrs.ndm_remote_interface_type,
+            description=lldp_attrs.port_desc,
+        )
+        if remote_device_dd_id:
+            remote_interface.dd_id = get_interface_dd_id(remote_device_dd_id, lldp_attrs.remote_port_id)
+
+        remote = TopologyLinkSide(
+            device=remote_device,
+            interface=remote_interface,
+        )
+
+        if remote_device_dd_id:
+            link_id = (
+                f"{local_device_id}:{get_raw_id(lldp_attrs.local_port_id)}.{get_raw_id(lldp_attrs.remote_port_id)}"
+            )
+        else:
+            link_id = f"{local_device_id}:{get_raw_id(lldp_attrs.local_port_id)}.{lldp_attrs.remote_port_index}"
+
+        yield TopologyLinkMetadata(
+            id=link_id,
+            source_type=SourceType.LLDP,
+            local=local,
+            remote=remote,
+        )
+
+
+def get_remote_device_dd_id(device_map, remote_device_dn, mgmt_ip) -> str | None:
+    """
+    Get the Cisco DN for a remote device, if the device is in the device map then
+    check that it matches the management IP of the LLDP neighbor, then return it
+    """
+    device_id = device_map.get(remote_device_dn, "")
+    if device_id:
+        if device_id.endswith(mgmt_ip):
+            return device_id
+    return None
+
+
+def get_interface_dd_id(device_id: str, port_id: str) -> str:
+    """
+    Create the interface DD ID based off of the device DD ID and port ID
+    ex: default:10.0.200.1:cisco_aci-eth1/1
+    """
+    raw_id = get_raw_id(port_id)
+    return f"{device_id}:{raw_id}"
+
+
+def get_raw_id(raw_id, raw_id_type="cisco-aci") -> str:
+    """
+    Create the interface raw ID, based on the type (cisco-aci) and the interface's identifier
+    separated by a hyphen - ex: cisco-aci-eth1/1
+    """
+    return f"{raw_id_type}-{raw_id}"
+
+
+def get_device_ip_mapping(devices):
+    """
+    Create a mapping of node ID to device ID
+    ex: pod-1-node-1 -> default:10.100.0.1
+    """
+    devices_map = {}
+    for device in devices:
+        key = device.pod_node_id
+        devices_map[key] = device.id
+    return devices_map
+
+
 def get_device_info(device):
     """
     Get device ID and node ID from a device object
@@ -72,7 +182,7 @@ def get_device_info(device):
     return device.id, node_id
 
 
-def batch_payloads(namespace, devices, interfaces, collect_ts):
+def batch_payloads(namespace, devices, interfaces, links, collect_ts):
     """
     Batch payloads into NetworkDevicesMetadata objects
     """
@@ -89,6 +199,12 @@ def batch_payloads(namespace, devices, interfaces, collect_ts):
             yield current_payload
             network_devices_metadata = new_payload
 
+    for link in links:
+        current_payload, new_payload = append_to_payload(link, network_devices_metadata, namespace, collect_ts)
+        if new_payload:
+            yield current_payload
+            network_devices_metadata = new_payload
+
     yield network_devices_metadata
 
 
diff --git a/cisco_aci/manifest.json b/cisco_aci/manifest.json
index 1201cc8ed2374..6a46e198827d0 100644
--- a/cisco_aci/manifest.json
+++ b/cisco_aci/manifest.json
@@ -50,7 +50,8 @@
     },
     "monitors": {
       "CPU usage is high for Cisco ACI device": "assets/monitors/cpu_high.json",
-      "Health score of device is critical": "assets/monitors/critical_health_score.json"
+      "Health score of device is critical": "assets/monitors/critical_health_score.json",
+      "Interface for a Cisco ACI device is down": "assets/monitors/interface_down.json"
     }
   }
 }
\ No newline at end of file
diff --git a/cisco_aci/tests/common.py b/cisco_aci/tests/common.py
index 442cd69afecff..40f1fdb2761f9 100644
--- a/cisco_aci/tests/common.py
+++ b/cisco_aci/tests/common.py
@@ -43,462 +43,6 @@
     # 4b07d389b109401afcc2c42bdca0f2b2 - Api.get_epgs
     '_api_mo_uni_tn_DataDog_ap_DtDg_AP1_EcommerceApp_json_query_target_subtree_target_subtree_class_fvAEPg',
     # 43410607b378cfa340146247a8b422b9 - Api.get_epgs
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_25__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 29fd45826b0bb763e5c8b4e92fe53216 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_11__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # af35b36a7ed1c5d3e9e64370e779b819 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_40__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9d63c3041a48dec9289e0e4555c49a87 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_12__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f8af6ebf8a9008d3000693a7889edc55 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_10__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0694b681e750f83314f4492ac6ebfa39 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_9__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5f9c17b4985418dceb0375f3c8678663 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_11__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a877f9e9879ecdaa74fc10fc98415c52 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_20__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 2d08f2b65ec42f632aa197568616c9df - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_39__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 368ad1f728c59d61403654959f02e7e5 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_10__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8dc1ee02fce40ba8ae240d5e161a88f6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_46__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cf592a4e1c6399ebf0925f01a7b62651 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_21__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 6bd529f60a581c84be13249fe668c467 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_22__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cc3ee98ed21b0e4cf6d3057123981358 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_30__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7e603ac928ec642f45601a94420fb4db - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_10__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 47378882fc41888f6f23bddf78bf907f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_52__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # abc6410c7411348968803d071541ee3a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_21__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e6d9d1020ebec6ede2399f9b379db3d9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_7__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 059ee9bd3834a66b3c3f5861608fe368 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_26__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3fea0478e9d12ef2bef175f14163d15f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_45__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7cff0d95697cf21e69d7137c29e65df9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_11__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 79c41743346ba48ef5c40b7942dc59f2 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_53__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b30e959f0d5f3cae611efc62b4430292 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_44__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5030ace26a4225d8a53073b122114bb5 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_27__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 310012038948e6cd47afbb3cad45054d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_26__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c25e699c9f757dc6b7fdd574ce49ba47 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_2__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # eab07e7947c2a3a822aab248c6315f92 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_34__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8a0f90b2c6bd500af62722a13d207a20 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_16__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5d7a62e392e669583e450d28bebf32e3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_50__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c6fd7a7101806f9cb68b3baa9bd0f82b - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_27__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 6fef8e622903fe12fdd1c8849c095509 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_9__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b85c3cc6bc8a0c9e6bb6c1d94e7882a1 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_29__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8e8698fa185e69226b356a4cf2e77a7d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_34__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3173be2eaf1384d966894ffae62c74f0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_35__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 12531f666a06ff80395f2d12a5379379 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_29__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8c68bd2767e66b897a40100c52187e03 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_8__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 24292dd7f226aaa790ba72888c2f4100 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_17__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 1e60b21b3e8faf751aadfd9da2c75ff1 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_7__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 56456cb4cd430d58542eb6f91df0e34f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_19__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 4a9de3748cf06fd105e574d497e55cb3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_1__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5abeef5dc54c73540c39d62a6e2a77bd - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_48__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # ed8eef187c28d9fcbd18ccecc91c91a3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_8__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8a68d7acd6469f199b61d9a59a600925 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_14__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c1c5a4fec41324e0699f6351e849f8d1 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_44__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 12d5f5e65fbebc8b8d061d7bf06582be - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_3__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5cda376bef1d4d0274b7d2c8007db70e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_9__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8ddb6e0c7dfc7ac3b743fabe158f76a2 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_24__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d81771f6f4e30ed0e19fe858f1cfd66f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_18__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 417c59253e3515daaa1c5c77274958ff - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_34__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # eb0a60abd06c6c6888a3a0694d896d5e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_1__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 927fcd1e001316ede0756ff8269d36d8 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_19__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 897a879430edceab050ff62f99f990b6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_35__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3fef285c055ac257296e7b7e9d0d99ae - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_45__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 91823785f83a4dc1926f704cf120359b - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_6__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 82edf3105e5c60a2c778cb35aedb645d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_2__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e22fde3e3e5bf37e4ad41c0227f7acd3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_36__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 971cd5b5cb96fee7663b2c32575d643e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_14__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 55df6c4d6ccb8dca85f2de66381f7caf - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_28__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f27cb9cabd2f1b5198c03ebbd8c08551 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_54__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 182c808e8ae2493e815889cb488088e9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_43__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # bf67a8207fd44dc95be472148a1eb188 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_5__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cdcd9cfeee1cdb83883311d87c344b37 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_32__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d96de58612eb1a5189c57fddf11c3cbe - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_21__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 4bb497ebffc529c7b2dc82013341bbae - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_30__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a07b97ec1600dcf7290e14c1c4bef9b0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_29__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f1f6b387eccc300e566d32c3ef9ddec4 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_20__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3b7673a08dfcb78977b89f664eadefe2 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_28__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # dfe2c1c8228116f9ab57f679177882a7 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_32__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f6c27908c7e6dcd33e25d632dca2b731 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_18__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 05eea58694d8f2a731b9e4a1dc762eb8 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_3__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 50d46a8273bad8ccb3ffa0733c3511c9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_51__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b646eabab7c416db0d772469d9950511 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_22__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 836acd4e8abef3aa3677369d6c45f103 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_7__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d34ca8b96c40563f86078331b5f4934c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_5__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 98feaf7bf21c889758b0e63c440fe5aa - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_13__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 37976cf8da42381453005e341ed57edc - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_23__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cd43fd4acdc63b1e3b80ca448f37d16d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_19__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 91c6c30710d8766a1b18c7970bfe07c3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_14__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9c623607d19cd8ba1df07157580bbe7d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_36__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f23ec48bbe02711ef10ccc8a2addecdc - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_22__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 05df362203f2d079d6c975bd34e0ced0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_15__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b4e10262ba44c169d8ccf61afa3d383f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_24__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 6a927bbf1765276b4bdfb1d9de31990f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_5__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d4a55e02d7d0c4fcd81652d877df0644 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_10__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 768c379447d3fb82d769e31807216858 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_1__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9c3b5f41a01c23450b07c06d52243ec1 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_21__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0420ca4146dc833562e815353871c910 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_28__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 1592af41e69b692cb9ea41c2082c6324 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_25__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 09307f3bd50af43e2a42115352a9667f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_1__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9663cbb28348a8cbaf0cd22fd1f37664 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_14__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3cbee8654509c3cd43e50967079d636d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_37__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 73477fd8a36f24ffc7b0a5ff58a0151c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_40__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 512160d3762b1fc5ea0e7d7d652e4c91 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_24__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7f313c9de9389bb7b50d1536bac11ec9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_11__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5a04c996228a0802911e1b5e2dc381d8 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_49__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 92df89955d9aa53c852817af77427e35 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_15__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cb1574172f451af88fc657b5b8326744 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_33__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 1a2b5d3742c9866abf4c3b6d248ab331 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_29__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 774df6b01df155b4a7e9ead5b3bb6f95 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_6__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # ec245c6b5e68d4066b18b62d075de4d4 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_3__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 1862d3b380a8f2220ac096d7aef9310a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_27__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 41c11ba1a96d0c0d0f4b3089f26cf948 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_17__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cb6b65dc75a49a5c7d504cded066672c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_42__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f5c67861c26f888b77a114eb384fd7ed - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_26__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d1211059472f6ff3efb9087a3bf21008 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_25__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a963fd19c5b939826f17e98795384741 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_12__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 6b723f4c78e4e9153d56b0d8410da810 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_40__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0d7f07939572bc73ae4282605ca20ebd - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_28__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 47ad133793f96281cee2db5286d6d27e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_41__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c223c78977aa96d4049f4a8263e315d6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_16__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 01dbe25246a232e83b480b325d039964 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_30__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 74736ad3c53d4da2da6225f020d0ea07 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_39__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # db0a80e48f616964614a911f537e20b3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_46__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 20666ac76c056ba221c188dd849ea5ab - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_23__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7f75758e50ae1da1b1a5088b3d70600f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_43__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 966e2012b2a26cae367719cf4c289418 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_34__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 42ba9bb51601fc0dcd87779a4229c533 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_18__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 981c85ee885251c23fe84ac8c280813f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_16__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # fef4649d4fae961a0a5761ee30ab73f6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_1__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # fcda3e0d023bd6f48ace2d1007323cbd - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_12__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 08ce11dd471b76a5d9716815baec1ae2 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_16__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0c9c8a1bc19a01cd2989dc3c969a07b0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_16__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 4e6bd13fe648763684a1e52c2b5b6fb9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_48__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b890ec9099cd6dc146f1859adb8d0586 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_49__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8178783b3e17693049f299f040015fef - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_14__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # ee314e906f1b6a03c74f674941b6cec3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_31__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3b1021776ba1702e051084739dfd0dcd - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_6__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b8be72b08d60e236c85e568af0b0dfd2 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_13__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0ac69558dcde5281f3875cc714251816 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_39__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 391b0334845ed94bd2f7f0f52c792dcf - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_5__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # bdfb722fc02748dce7176d0ce8ea07de - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_47__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a464d8d39e53fb950f807296b415ef05 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_48__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0f4f1dfb81ec9f835b63955609f35653 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_38__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5bcf96443c5b5ca0726de909932e6cd0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_31__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8ee3aa172b88abaeb72a8d92cfd8e1f8 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_30__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 808bdd8ce9c8a62e3a1c9432b9cd2a2d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_33__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 29e52d4c70bccac74f1a4e4f7b29c32e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_38__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 26f89388cc0e2de103e26d6d4ea3d678 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_2__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 843f58e15736191a5e58e1afc2eb5e84 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_52__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d9f5892ce5f43fd4d40f87e8afbfc4e4 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_7__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 24c2652ea402d34c526a5725b879837a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_32__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a6f4860ce476b17a4d18014384e8df79 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_8__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 26bfabd76a3c7b74961718e820150181 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_42__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # db346582f606b821ac63d7c1de29de16 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_32__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 468af47d68f6c454058003b213546a3d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_37__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e0c56f55dc3f88a472d08a66fca8a60c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_5__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f89a2797577aa3b1e142529ca6c5046e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_4__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b9d166b082550a60bbf80eb3e32eb31f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_35__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # aba44ad31223120a0872b33766d856ce - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_20__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 6c18595e43b00d3e591faaefb05e518d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_23__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d78862295dbba62424e4a45115e75601 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_30__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c5a11daf28c01cba3689a316fffc7d62 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_15__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d5a35efb3ba5f75ecebe87583ae42b02 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_15__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 84fa5ef1c7cb288cc7d8b3d216a2a359 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_22__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 54631f3678634a95055946441706e235 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_7__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 589f829bb465d344c485960ea9910519 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_4__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e2b6ef195ca3ceb6a7985868b44b2cef - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_29__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 25fb8de7707d45adb5547c93647b096a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_27__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7dbe5688443c0124438db66cc4ae8413 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_35__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 472bfc1a0ff05706b83ef45497d62ff3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_20__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 191f10ceb875b1b8f592deff3e71326b - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_26__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e46224a7b610c68baa0798548c3a3f5c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_31__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 3c0a81313d92e361c55ae1d5bc82b024 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_11__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9647dd5867a5e8000c13a813ea3765a5 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_45__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 61123225373140dd4bd581621e9b854d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_26__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 876dd4352811765c90169517e290e8c6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_6__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0826c49f46687d4931b61b718f928ef0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_3__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 66a518765a86e7f2ae488abc45d95d70 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_32__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c6e8ea2770d307b7ca729a3ae5f5f632 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_12__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c3f7c0e63cf5f80a48ab795595be3ab6 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_27__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e34c735548d6b28c0252cf2f0d4c620e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_23__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d24061eff4081cff59ca1a0ed7c5211f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_17__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f270e3e2b3ef7e0d23289842e7c5d845 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_47__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 8ec2fb1e670274ffc7c80a4e8c0b579a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_13__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # d1bfe6c0c336fa036de9d03b95eb7ea0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_9__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # df7bc44413d19409a2dcca4b60b57eed - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_25__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9006e6d35c66d13426fa04ce73e1ec8b - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_35__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 1aaf6555b1102852ff7de4b370cc0d0f - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_46__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a53d71ffbd0982d015e8395e2f5e4e48 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_18__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 97c9b38cfda14c9218b0d97ac45e2635 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_4__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 784ecd089e2b648809a8e00fd5a11e82 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_2__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c74287938370abba1fbb7deb6f1afcdc - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_33__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # ea3bdd6b0a08e2e5227bfc5e9bed1077 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_43__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 325ebbb6ef97627d5b9b6cda91f8e1db - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_17__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f4481ba97383eecd355d3a0f330ec602 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_33__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 062669633a82d933bda471003dd9e186 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_44__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e12936b89bb76191abac20937042babc - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_20__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 84c022cd474b28fb0c93ca6497fbc465 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_23__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # fd44e33bc853f309b9103d5d4ede35bb - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_47__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f0ffa4dde0fe109c09872e7d49aeaae4 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_36__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 29323d3635c14c2110036b6f46ff4e3c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_33__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c38b59ed1668a70ac7769f1d05b27a60 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_22__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 236cd3ffe852d58ad38dfbe0e8526386 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_19__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 595020242506421d68ada87ac012256e - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_31__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7ffce65d2a991de9faa9d3976bf07e1c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_2__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 5b8ffb24387021e123e166ee7a388bde - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_28__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7a5859de7a50c006b2c293a537891ab9 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_41__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0265f64e971b212efa4211dffb9ca963 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_13__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 51d1697864fc60fbf06e0838a29d3311 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_37__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 87f77f6251a2517a4f65e94b7f79aaee - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_50__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 923a62a1814d5c8d9d53e04b88a8638a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_12__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f72ea212e66461d60982a0fac7c99ab0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_38__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e35556d42f69f3c3d421893e9e0c4977 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_10__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 28becf8a90f91ffea40df5c48656743b - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_34__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 97dbf9f15408eecaa3fd4d45ba7dbaab - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_31__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f71145d337d6c9a9b241c1c976ced0d1 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_3__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # c73e82f5cdc241fc509a0bbf6d4a7d51 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_53__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # b7ca7e3bf57d9bd268742155051c4b81 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_24__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0fe0cd1d847716f3586e58ba3d46a87c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_54__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f8c5a7073ed0c40fe75c00bc5330863a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_42__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cc2f4768ee3a0e093c39baab2b83c2fb - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_13__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 489238c6f8d6bde0ba86c5388669b2f5 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_6__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # ea1adfb208ff0d3fbf46872302471c52 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_8__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e6d339c0b302f35694131b26366b563d - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_36__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 64c95055e2de554c02ef651cdd480e02 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_24__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # a7f558099bdebc44a11f691c18a7b64c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_41__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cd70f0e8083993b02aa97bfc482be3b3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_9__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # e49d0a6a4fdc04e0f72f244f7ffc2042 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth1_17__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 9f09a35dce91e6170f7b31e02884a578 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_15__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 7bb3c44837f66c6a254def67002c459c - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_19__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 737c7e36163881e5e54450fd49b43fd0 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_21__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 58dca04cc9e1e3d492ac260aac0d1506 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_25__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 05d1db1e4a5e62b4056b0aa5958611da - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_4__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # fc340063f900f0d3e3b4f5517514d684 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_18__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 131494bb85b639cfb048bc27621d1eda - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_201_sys_phys__eth1_8__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # cde31232e5ba774088e9615ce786f15a - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_101_sys_phys__eth101_1_4__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # f8396435d19e4f76835532db423436f3 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_202_sys_phys__eth1_36__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 0d65a35670e5e6911748ffad58aefe97 - Api.get_eth_stats
-    '_api_mo_topology_pod_1_node_102_sys_phys__eth1_51__json_rsp_subtree_include_stats_no_scoped_page_size_50',
-    # 39eadf19ae6f6506492894d5b7eb451d - Api.get_eth_stats
     '_api_mo_topology_pod_1_node_201_sys_json_rsp_subtree_include_stats_no_scoped_page_size_20',
     # bd2db6fd496f3b1ee12ac533e3224c21 - Api.get_node_stats
     '_api_mo_topology_pod_1_node_102_sys_json_rsp_subtree_include_stats_no_scoped_page_size_20',
@@ -571,8 +115,6 @@
     # b9ec4494d631d05122fd7fb4baf0877d - Api.get_epg_meta
     '_api_node_class_topology_pod_1_node_102_l1PhysIf_json_rsp_subtree_children_rsp_subtree_class_ethpmPhysIf',
     # 79af98fe9c1069b329af3b4828712ddd - Api.get_eth_list -> 9d167692ace22bc1013437072c55a641
-    '_api_node_class_topology_pod_1_node_202_l1PhysIf_json_rsp_subtree_children_rsp_subtree_class_ethpmPhysIf',
-    # 7b06db4060591652e39b305410a03a2a - Api.get_eth_list -> 77987eb09f39a2abbc59e55aaa9d40ab
     '_api_node_class_topology_pod_1_node_201_l1PhysIf_json_rsp_subtree_children_rsp_subtree_class_ethpmPhysIf',
     # ded65ac48170a7a3d8914950607e4e18 - Api.get_eth_list -> 2569ee885cad13ed336e5b4c8bd6dab4
     '_api_node_class_topology_pod_1_node_101_l1PhysIf_json_rsp_subtree_children_rsp_subtree_class_ethpmPhysIf',
@@ -631,6 +173,16 @@
     # 4efe80304d50330f5ed0f79252ef0a84 - Api.get_apps
     '_api_mo_uni_tn_DataDog_json_rsp_subtree_include_stats_no_scoped',
     # c8e9a0dbceac67fb1149684f7fc7772c - Api.get_tenant_stats
+    '_api_node_class_lldpAdjEp_json',
+    # f3713df3a586908a3a11f4c356153519 - Api.get_lldp_adj_eps
+    '_api_node_class_cdpAdjEp_json',
+    # 588ea77fffc6df4b37dfdfa4290cdc89 - Api.get_cdp_adj_eps
+    '_api_node_class_topology_pod_1_node_102_l1PhysIf_json_rsp_subtree_children_rsp_subtree_include_stats_rsp_subtree_class_ethpmPhysIf_eqptEgrTotal5min_eqptIngrTotal5min_eqptEgrDropPkts5min_eqptEgrBytes5min_eqptIngrBytes5min',
+    # fde05c4b654d2d8129c772cd5a20cbce - Api.get_eth_list_and_stats
+    '_api_node_class_topology_pod_1_node_201_l1PhysIf_json_rsp_subtree_children_rsp_subtree_include_stats_rsp_subtree_class_ethpmPhysIf_eqptEgrTotal5min_eqptIngrTotal5min_eqptEgrDropPkts5min_eqptEgrBytes5min_eqptIngrBytes5min',
+    # 9ec9c2e1bcd513274516713bc3f68724 - Api.get_eth_list_and_stats
+    '_api_node_class_topology_pod_1_node_101_l1PhysIf_json_rsp_subtree_children_rsp_subtree_include_stats_rsp_subtree_class_ethpmPhysIf_eqptEgrTotal5min_eqptIngrTotal5min_eqptEgrDropPkts5min_eqptEgrBytes5min_eqptIngrBytes5min',
+    # 9bd6720132f1eef5ae8ec7d6438d9c6b - Api.get_eth_list_and_stats
 ]
 
 # The map will contain the md5 hash to the fixture
diff --git a/cisco_aci/tests/fixtures/fabric/01dbe25246a232e83b480b325d039964.txt b/cisco_aci/tests/fixtures/fabric/01dbe25246a232e83b480b325d039964.txt
deleted file mode 100644
index 6c75100154922..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/01dbe25246a232e83b480b325d039964.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/0265f64e971b212efa4211dffb9ca963.txt b/cisco_aci/tests/fixtures/fabric/0265f64e971b212efa4211dffb9ca963.txt
deleted file mode 100644
index 614cc478fb918..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0265f64e971b212efa4211dffb9ca963.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0420ca4146dc833562e815353871c910.txt b/cisco_aci/tests/fixtures/fabric/0420ca4146dc833562e815353871c910.txt
deleted file mode 100644
index 15db19614455a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0420ca4146dc833562e815353871c910.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/059ee9bd3834a66b3c3f5861608fe368.txt b/cisco_aci/tests/fixtures/fabric/059ee9bd3834a66b3c3f5861608fe368.txt
deleted file mode 100644
index c212fe3cf9a5a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/059ee9bd3834a66b3c3f5861608fe368.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/05d1db1e4a5e62b4056b0aa5958611da.txt b/cisco_aci/tests/fixtures/fabric/05d1db1e4a5e62b4056b0aa5958611da.txt
deleted file mode 100644
index f70c9e2d597ca..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/05d1db1e4a5e62b4056b0aa5958611da.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/05df362203f2d079d6c975bd34e0ced0.txt b/cisco_aci/tests/fixtures/fabric/05df362203f2d079d6c975bd34e0ced0.txt
deleted file mode 100644
index 83bfd3c175d18..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/05df362203f2d079d6c975bd34e0ced0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/05eea58694d8f2a731b9e4a1dc762eb8.txt b/cisco_aci/tests/fixtures/fabric/05eea58694d8f2a731b9e4a1dc762eb8.txt
deleted file mode 100644
index a907e26b98435..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/05eea58694d8f2a731b9e4a1dc762eb8.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/062669633a82d933bda471003dd9e186.txt b/cisco_aci/tests/fixtures/fabric/062669633a82d933bda471003dd9e186.txt
deleted file mode 100644
index 4f06798370e2d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/062669633a82d933bda471003dd9e186.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0694b681e750f83314f4492ac6ebfa39.txt b/cisco_aci/tests/fixtures/fabric/0694b681e750f83314f4492ac6ebfa39.txt
deleted file mode 100644
index 01f627534c909..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0694b681e750f83314f4492ac6ebfa39.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0826c49f46687d4931b61b718f928ef0.txt b/cisco_aci/tests/fixtures/fabric/0826c49f46687d4931b61b718f928ef0.txt
deleted file mode 100644
index 045ac675ff0f8..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0826c49f46687d4931b61b718f928ef0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/08ce11dd471b76a5d9716815baec1ae2.txt b/cisco_aci/tests/fixtures/fabric/08ce11dd471b76a5d9716815baec1ae2.txt
deleted file mode 100644
index 617cccfa0203c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/08ce11dd471b76a5d9716815baec1ae2.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/09307f3bd50af43e2a42115352a9667f.txt b/cisco_aci/tests/fixtures/fabric/09307f3bd50af43e2a42115352a9667f.txt
deleted file mode 100644
index 48e674c4fea61..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/09307f3bd50af43e2a42115352a9667f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0ac69558dcde5281f3875cc714251816.txt b/cisco_aci/tests/fixtures/fabric/0ac69558dcde5281f3875cc714251816.txt
deleted file mode 100644
index f17910b3d9467..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0ac69558dcde5281f3875cc714251816.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0c9c8a1bc19a01cd2989dc3c969a07b0.txt b/cisco_aci/tests/fixtures/fabric/0c9c8a1bc19a01cd2989dc3c969a07b0.txt
deleted file mode 100644
index 76a9319dae772..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0c9c8a1bc19a01cd2989dc3c969a07b0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0d65a35670e5e6911748ffad58aefe97.txt b/cisco_aci/tests/fixtures/fabric/0d65a35670e5e6911748ffad58aefe97.txt
deleted file mode 100644
index c4ab84b9760d5..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0d65a35670e5e6911748ffad58aefe97.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0d7f07939572bc73ae4282605ca20ebd.txt b/cisco_aci/tests/fixtures/fabric/0d7f07939572bc73ae4282605ca20ebd.txt
deleted file mode 100644
index 02288cf850501..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0d7f07939572bc73ae4282605ca20ebd.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0f4f1dfb81ec9f835b63955609f35653.txt b/cisco_aci/tests/fixtures/fabric/0f4f1dfb81ec9f835b63955609f35653.txt
deleted file mode 100644
index 10afee318ae92..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0f4f1dfb81ec9f835b63955609f35653.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/0fe0cd1d847716f3586e58ba3d46a87c.txt b/cisco_aci/tests/fixtures/fabric/0fe0cd1d847716f3586e58ba3d46a87c.txt
deleted file mode 100644
index f0b913870a702..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/0fe0cd1d847716f3586e58ba3d46a87c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/12531f666a06ff80395f2d12a5379379.txt b/cisco_aci/tests/fixtures/fabric/12531f666a06ff80395f2d12a5379379.txt
deleted file mode 100644
index 60aa98f7f7759..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/12531f666a06ff80395f2d12a5379379.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/12d5f5e65fbebc8b8d061d7bf06582be.txt b/cisco_aci/tests/fixtures/fabric/12d5f5e65fbebc8b8d061d7bf06582be.txt
deleted file mode 100644
index 4a8a1c361d47f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/12d5f5e65fbebc8b8d061d7bf06582be.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/131494bb85b639cfb048bc27621d1eda.txt b/cisco_aci/tests/fixtures/fabric/131494bb85b639cfb048bc27621d1eda.txt
deleted file mode 100644
index b37b0c486da1d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/131494bb85b639cfb048bc27621d1eda.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/1592af41e69b692cb9ea41c2082c6324.txt b/cisco_aci/tests/fixtures/fabric/1592af41e69b692cb9ea41c2082c6324.txt
deleted file mode 100644
index 9fcddff73add3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/1592af41e69b692cb9ea41c2082c6324.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/182c808e8ae2493e815889cb488088e9.txt b/cisco_aci/tests/fixtures/fabric/182c808e8ae2493e815889cb488088e9.txt
deleted file mode 100644
index 86caca7ee8473..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/182c808e8ae2493e815889cb488088e9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/1862d3b380a8f2220ac096d7aef9310a.txt b/cisco_aci/tests/fixtures/fabric/1862d3b380a8f2220ac096d7aef9310a.txt
deleted file mode 100644
index a75aaaafa4edd..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/1862d3b380a8f2220ac096d7aef9310a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/191f10ceb875b1b8f592deff3e71326b.txt b/cisco_aci/tests/fixtures/fabric/191f10ceb875b1b8f592deff3e71326b.txt
deleted file mode 100644
index f51cefffb8930..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/191f10ceb875b1b8f592deff3e71326b.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/1a2b5d3742c9866abf4c3b6d248ab331.txt b/cisco_aci/tests/fixtures/fabric/1a2b5d3742c9866abf4c3b6d248ab331.txt
deleted file mode 100644
index 32b92faa90dfb..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/1a2b5d3742c9866abf4c3b6d248ab331.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/1aaf6555b1102852ff7de4b370cc0d0f.txt b/cisco_aci/tests/fixtures/fabric/1aaf6555b1102852ff7de4b370cc0d0f.txt
deleted file mode 100644
index e4330472cc1d8..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/1aaf6555b1102852ff7de4b370cc0d0f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/1e60b21b3e8faf751aadfd9da2c75ff1.txt b/cisco_aci/tests/fixtures/fabric/1e60b21b3e8faf751aadfd9da2c75ff1.txt
deleted file mode 100644
index 0934fddb84f64..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/1e60b21b3e8faf751aadfd9da2c75ff1.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/20666ac76c056ba221c188dd849ea5ab.txt b/cisco_aci/tests/fixtures/fabric/20666ac76c056ba221c188dd849ea5ab.txt
deleted file mode 100644
index 04ba86778f3a2..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/20666ac76c056ba221c188dd849ea5ab.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/236cd3ffe852d58ad38dfbe0e8526386.txt b/cisco_aci/tests/fixtures/fabric/236cd3ffe852d58ad38dfbe0e8526386.txt
deleted file mode 100644
index e9138aaa59cd0..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/236cd3ffe852d58ad38dfbe0e8526386.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/24292dd7f226aaa790ba72888c2f4100.txt b/cisco_aci/tests/fixtures/fabric/24292dd7f226aaa790ba72888c2f4100.txt
deleted file mode 100644
index a1daa4bfe3591..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/24292dd7f226aaa790ba72888c2f4100.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/24c2652ea402d34c526a5725b879837a.txt b/cisco_aci/tests/fixtures/fabric/24c2652ea402d34c526a5725b879837a.txt
deleted file mode 100644
index 4b7fff967fb06..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/24c2652ea402d34c526a5725b879837a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/2569ee885cad13ed336e5b4c8bd6dab4.txt b/cisco_aci/tests/fixtures/fabric/2569ee885cad13ed336e5b4c8bd6dab4.txt
index 0eea71cef9216..2d6fc539b89e0 100644
--- a/cisco_aci/tests/fixtures/fabric/2569ee885cad13ed336e5b4c8bd6dab4.txt
+++ b/cisco_aci/tests/fixtures/fabric/2569ee885cad13ed336e5b4c8bd6dab4.txt
@@ -6,32 +6,40 @@
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/33]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-201/sys/phys-[eth5/1]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/33",
+                    "id": "eth5/1",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer3",
                     "lcOwn": "local",
-                    "linkDebounce": "100",
+                    "linkDebounce": "0",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
+                    "modTs": "2024-10-04T17:50:08.474+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
+                    "mtu": "9366",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "fab",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -40,3497 +48,9 @@
                     "spanMode": "not-a-span-dest",
                     "speed": "inherit",
                     "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
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-                    "descr": "",
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-                    "ethpmCfgFailedBmp": "",
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-                    "fecMode": "inherit",
-                    "id": "eth1/34",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
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-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "fecMode": "inherit",
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-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
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-                    "descr": "",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
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-                    "inhBw": "unspecified",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "brkoutMap": "none",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/1]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/1",
-                    "inhBw": "unspecified",
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-                    "medium": "broadcast",
-                    "modTs": "2018-05-10T19:01:18.095-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "fabric"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/2]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/2",
-                    "inhBw": "unspecified",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "fabric"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/3]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/3",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
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-                    "linkDebounce": "100",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/9]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/9",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "descr": "",
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-                    "fecMode": "inherit",
-                    "id": "eth1/10",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
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-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/14]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/14",
-                    "inhBw": "unspecified",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/15]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/15",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
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-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
-            "l1PhysIf": {
-                "attributes": {
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "bundleBupId": "0",
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-                                "diags": "none",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
-            "l1PhysIf": {
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
-            "l1PhysIf": {
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-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/20]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/20",
-                    "inhBw": "unspecified",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/21]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/21",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
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-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/23]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/23",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
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-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/24]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/24",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/25]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/25",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
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-                    "linkDebounce": "100",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/26]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/26",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/27]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/27",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/28]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/28",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/29]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/29",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
+                    "switchingSt": "enabled",
                     "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
+                    "usage": "fabric"
                 },
                 "children": [
                     {
@@ -3557,8 +77,8 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
+                                "modTs": "2024-10-04T16:07:20.717+00:00",
+                                "monPolDn": "uni/fabric/monfab-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
                                 "operBitset": "",
@@ -3597,38 +117,45 @@
                 ]
             }
         },
-        
-        {
+                {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/30]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-201/sys/phys-[eth5/2]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/30",
+                    "id": "eth5/2",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer3",
                     "lcOwn": "local",
-                    "linkDebounce": "100",
+                    "linkDebounce": "0",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
+                    "modTs": "2024-10-04T17:58:25.245+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
+                    "mtu": "9366",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "fab",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -3637,9 +164,9 @@
                     "spanMode": "not-a-span-dest",
                     "speed": "inherit",
                     "status": "",
-                    "switchingSt": "disabled",
+                    "switchingSt": "enabled",
                     "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
+                    "usage": "fabric"
                 },
                 "children": [
                     {
@@ -3666,8 +193,8 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
+                                "modTs": "2024-10-04T16:07:26.382+00:00",
+                                "monPolDn": "uni/fabric/monfab-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
                                 "operBitset": "",
@@ -3706,38 +233,45 @@
                 ]
             }
         },
-        
-        {
+                {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/31]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-201/sys/phys-[eth7/1]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/31",
+                    "id": "eth7/1",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer3",
                     "lcOwn": "local",
-                    "linkDebounce": "100",
+                    "linkDebounce": "0",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
+                    "modTs": "2024-10-04T17:50:08.474+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
+                    "mtu": "9366",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "fab",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -3746,7 +280,7 @@
                     "spanMode": "not-a-span-dest",
                     "speed": "inherit",
                     "status": "",
-                    "switchingSt": "disabled",
+                    "switchingSt": "enabled",
                     "trunkLog": "default",
                     "usage": "fabric,fabric-ext"
                 },
@@ -3775,8 +309,8 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
+                                "modTs": "2024-10-04T16:07:09.535+00:00",
+                                "monPolDn": "uni/fabric/monfab-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
                                 "operBitset": "",
@@ -3794,8 +328,8 @@
                                 "operPhyEnSt": "down",
                                 "operRouterMac": "00:00:00:00:00:00",
                                 "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
                                 "operStQualCode": "0",
                                 "operVlans": "",
                                 "osSum": "ok",
@@ -3814,52 +348,6 @@
                     }
                 ]
             }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-201/sys/phys-[eth1/32]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fecMode": "inherit",
-                    "id": "eth1/32",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer3",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2017-09-27T16:04:02.984-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
-                    "mtu": "9150",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "fab",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                }
-            }
         }
     ]
 }
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/25fb8de7707d45adb5547c93647b096a.txt b/cisco_aci/tests/fixtures/fabric/25fb8de7707d45adb5547c93647b096a.txt
deleted file mode 100644
index e5335b343fb5e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/25fb8de7707d45adb5547c93647b096a.txt
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/26bfabd76a3c7b74961718e820150181.txt b/cisco_aci/tests/fixtures/fabric/26bfabd76a3c7b74961718e820150181.txt
deleted file mode 100644
index 062be4c1ee45d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/26bfabd76a3c7b74961718e820150181.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/26f89388cc0e2de103e26d6d4ea3d678.txt b/cisco_aci/tests/fixtures/fabric/26f89388cc0e2de103e26d6d4ea3d678.txt
deleted file mode 100644
index b2645781a2360..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/26f89388cc0e2de103e26d6d4ea3d678.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/28becf8a90f91ffea40df5c48656743b.txt b/cisco_aci/tests/fixtures/fabric/28becf8a90f91ffea40df5c48656743b.txt
deleted file mode 100644
index 87dd6cf976632..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/28becf8a90f91ffea40df5c48656743b.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/29323d3635c14c2110036b6f46ff4e3c.txt b/cisco_aci/tests/fixtures/fabric/29323d3635c14c2110036b6f46ff4e3c.txt
deleted file mode 100644
index 7c3bd7f484330..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/29323d3635c14c2110036b6f46ff4e3c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/29e52d4c70bccac74f1a4e4f7b29c32e.txt b/cisco_aci/tests/fixtures/fabric/29e52d4c70bccac74f1a4e4f7b29c32e.txt
deleted file mode 100644
index 0d4efb13f0716..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/29e52d4c70bccac74f1a4e4f7b29c32e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/29fd45826b0bb763e5c8b4e92fe53216.txt b/cisco_aci/tests/fixtures/fabric/29fd45826b0bb763e5c8b4e92fe53216.txt
deleted file mode 100644
index d499cb3e4b626..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/29fd45826b0bb763e5c8b4e92fe53216.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/2d08f2b65ec42f632aa197568616c9df.txt b/cisco_aci/tests/fixtures/fabric/2d08f2b65ec42f632aa197568616c9df.txt
deleted file mode 100644
index 096fe8c21565d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/2d08f2b65ec42f632aa197568616c9df.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/2e82232a722241e59f27ac3742934e7e.txt b/cisco_aci/tests/fixtures/fabric/2e82232a722241e59f27ac3742934e7e.txt
index a0d365787550d..5993b03fcc0bb 100644
--- a/cisco_aci/tests/fixtures/fabric/2e82232a722241e59f27ac3742934e7e.txt
+++ b/cisco_aci/tests/fixtures/fabric/2e82232a722241e59f27ac3742934e7e.txt
@@ -59,64 +59,6 @@
         }
       }
     },
-    {
-      "fabricNode": {
-        "attributes": {
-          "adSt": "on",
-          "address": "10.0.200.2",
-          "annotation": "",
-          "childAction": "",
-          "delayedHeartbeat": "no",
-          "dn": "topology/pod-1/node-202",
-          "extMngdBy": "",
-          "fabricSt": "active",
-          "id": "202",
-          "lastStateModTs": "2018-05-29T16:53:17.892-07:00",
-          "lcOwn": "local",
-          "modTs": "2018-05-29T16:53:58.202-07:00",
-          "model": "N9K-C9336PQ",
-          "monPolDn": "uni/fabric/monfab-default",
-          "name": "spine202",
-          "nameAlias": "",
-          "nodeType": "unspecified",
-          "role": "spine",
-          "serial": "SAL2014N5T7",
-          "status": "",
-          "uid": "0",
-          "vendor": "Cisco Systems, Inc",
-          "version": ""
-        }
-      }
-    },
-    {
-      "fabricNode": {
-        "attributes": {
-          "adSt": "on",
-          "address": "10.0.200.3",
-          "annotation": "",
-          "childAction": "",
-          "delayedHeartbeat": "no",
-          "dn": "topology/pod-1/node-3",
-          "extMngdBy": "",
-          "fabricSt": "unknown",
-          "id": "3",
-          "lastStateModTs": "1969-12-31T17:00:00.000-07:00",
-          "lcOwn": "local",
-          "modTs": "2018-05-10T19:01:36.971-07:00",
-          "model": "APIC-SERVER-M1",
-          "monPolDn": "uni/fabric/monfab-default",
-          "name": "apic3",
-          "nameAlias": "",
-          "nodeType": "unspecified",
-          "role": "controller",
-          "serial": "FCH1927V11T",
-          "status": "",
-          "uid": "0",
-          "vendor": "Cisco Systems, Inc",
-          "version": "A"
-        }
-      }
-    },
     {
       "fabricNode": {
         "attributes": {
@@ -174,35 +116,6 @@
           "version": ""
         }
       }
-    },
-    {
-      "fabricNode": {
-        "attributes": {
-          "adSt": "on",
-          "address": "10.0.200.6",
-          "annotation": "",
-          "childAction": "",
-          "delayedHeartbeat": "no",
-          "dn": "topology/pod-1/node-2",
-          "extMngdBy": "",
-          "fabricSt": "unknown",
-          "id": "2",
-          "lastStateModTs": "1969-12-31T17:00:00.000-07:00",
-          "lcOwn": "local",
-          "modTs": "2016-07-20T12:19:20.101-07:00",
-          "model": "APIC-SERVER-M1",
-          "monPolDn": "uni/fabric/monfab-default",
-          "name": "apic2",
-          "nameAlias": "",
-          "nodeType": "unspecified",
-          "role": "controller",
-          "serial": "FCH1928V06Q",
-          "status": "",
-          "uid": "0",
-          "vendor": "Cisco Systems, Inc",
-          "version": "A"
-        }
-      }
     }
   ]
 }
diff --git a/cisco_aci/tests/fixtures/fabric/310012038948e6cd47afbb3cad45054d.txt b/cisco_aci/tests/fixtures/fabric/310012038948e6cd47afbb3cad45054d.txt
deleted file mode 100644
index 1da81826346b6..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/310012038948e6cd47afbb3cad45054d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3173be2eaf1384d966894ffae62c74f0.txt b/cisco_aci/tests/fixtures/fabric/3173be2eaf1384d966894ffae62c74f0.txt
deleted file mode 100644
index b3a2c3caf6206..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3173be2eaf1384d966894ffae62c74f0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/325ebbb6ef97627d5b9b6cda91f8e1db.txt b/cisco_aci/tests/fixtures/fabric/325ebbb6ef97627d5b9b6cda91f8e1db.txt
deleted file mode 100644
index 58ef0e6981af8..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/325ebbb6ef97627d5b9b6cda91f8e1db.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/368ad1f728c59d61403654959f02e7e5.txt b/cisco_aci/tests/fixtures/fabric/368ad1f728c59d61403654959f02e7e5.txt
deleted file mode 100644
index 86c459a96bd83..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/368ad1f728c59d61403654959f02e7e5.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/37976cf8da42381453005e341ed57edc.txt b/cisco_aci/tests/fixtures/fabric/37976cf8da42381453005e341ed57edc.txt
deleted file mode 100644
index e19a4bcec1aa0..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/37976cf8da42381453005e341ed57edc.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/391b0334845ed94bd2f7f0f52c792dcf.txt b/cisco_aci/tests/fixtures/fabric/391b0334845ed94bd2f7f0f52c792dcf.txt
deleted file mode 100644
index fc0f36d76823d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/391b0334845ed94bd2f7f0f52c792dcf.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/39eadf19ae6f6506492894d5b7eb451d.txt b/cisco_aci/tests/fixtures/fabric/39eadf19ae6f6506492894d5b7eb451d.txt
deleted file mode 100644
index 577682c2c2429..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/39eadf19ae6f6506492894d5b7eb451d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3b1021776ba1702e051084739dfd0dcd.txt b/cisco_aci/tests/fixtures/fabric/3b1021776ba1702e051084739dfd0dcd.txt
deleted file mode 100644
index aa09c9efe306a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3b1021776ba1702e051084739dfd0dcd.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3b7673a08dfcb78977b89f664eadefe2.txt b/cisco_aci/tests/fixtures/fabric/3b7673a08dfcb78977b89f664eadefe2.txt
deleted file mode 100644
index 6f17ede92521c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3b7673a08dfcb78977b89f664eadefe2.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3c0a81313d92e361c55ae1d5bc82b024.txt b/cisco_aci/tests/fixtures/fabric/3c0a81313d92e361c55ae1d5bc82b024.txt
deleted file mode 100644
index d8d45e5e164fe..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3c0a81313d92e361c55ae1d5bc82b024.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3cbee8654509c3cd43e50967079d636d.txt b/cisco_aci/tests/fixtures/fabric/3cbee8654509c3cd43e50967079d636d.txt
deleted file mode 100644
index b654b937655ee..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3cbee8654509c3cd43e50967079d636d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3fea0478e9d12ef2bef175f14163d15f.txt b/cisco_aci/tests/fixtures/fabric/3fea0478e9d12ef2bef175f14163d15f.txt
deleted file mode 100644
index fd9f2c6bebb2b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3fea0478e9d12ef2bef175f14163d15f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/3fef285c055ac257296e7b7e9d0d99ae.txt b/cisco_aci/tests/fixtures/fabric/3fef285c055ac257296e7b7e9d0d99ae.txt
deleted file mode 100644
index 5b7be959f0502..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/3fef285c055ac257296e7b7e9d0d99ae.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/417c59253e3515daaa1c5c77274958ff.txt b/cisco_aci/tests/fixtures/fabric/417c59253e3515daaa1c5c77274958ff.txt
deleted file mode 100644
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--- a/cisco_aci/tests/fixtures/fabric/417c59253e3515daaa1c5c77274958ff.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/41c11ba1a96d0c0d0f4b3089f26cf948.txt b/cisco_aci/tests/fixtures/fabric/41c11ba1a96d0c0d0f4b3089f26cf948.txt
deleted file mode 100644
index 39d910b209ec0..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/41c11ba1a96d0c0d0f4b3089f26cf948.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/42ba9bb51601fc0dcd87779a4229c533.txt b/cisco_aci/tests/fixtures/fabric/42ba9bb51601fc0dcd87779a4229c533.txt
deleted file mode 100644
index afff54b354af4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/42ba9bb51601fc0dcd87779a4229c533.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/468af47d68f6c454058003b213546a3d.txt b/cisco_aci/tests/fixtures/fabric/468af47d68f6c454058003b213546a3d.txt
deleted file mode 100644
index 2423f8dbbdefa..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/468af47d68f6c454058003b213546a3d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/472bfc1a0ff05706b83ef45497d62ff3.txt b/cisco_aci/tests/fixtures/fabric/472bfc1a0ff05706b83ef45497d62ff3.txt
deleted file mode 100644
index d1e34e4307fd1..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/472bfc1a0ff05706b83ef45497d62ff3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/47378882fc41888f6f23bddf78bf907f.txt b/cisco_aci/tests/fixtures/fabric/47378882fc41888f6f23bddf78bf907f.txt
deleted file mode 100644
index db243948a95aa..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/47378882fc41888f6f23bddf78bf907f.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/47ad133793f96281cee2db5286d6d27e.txt b/cisco_aci/tests/fixtures/fabric/47ad133793f96281cee2db5286d6d27e.txt
deleted file mode 100644
index 946b093536c8e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/47ad133793f96281cee2db5286d6d27e.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/489238c6f8d6bde0ba86c5388669b2f5.txt b/cisco_aci/tests/fixtures/fabric/489238c6f8d6bde0ba86c5388669b2f5.txt
deleted file mode 100644
index a484ee4d2dbdd..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/489238c6f8d6bde0ba86c5388669b2f5.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/4a9de3748cf06fd105e574d497e55cb3.txt b/cisco_aci/tests/fixtures/fabric/4a9de3748cf06fd105e574d497e55cb3.txt
deleted file mode 100644
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--- a/cisco_aci/tests/fixtures/fabric/4a9de3748cf06fd105e574d497e55cb3.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/4bb497ebffc529c7b2dc82013341bbae.txt b/cisco_aci/tests/fixtures/fabric/4bb497ebffc529c7b2dc82013341bbae.txt
deleted file mode 100644
index 335c0e57068ae..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/4bb497ebffc529c7b2dc82013341bbae.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/4e6bd13fe648763684a1e52c2b5b6fb9.txt b/cisco_aci/tests/fixtures/fabric/4e6bd13fe648763684a1e52c2b5b6fb9.txt
deleted file mode 100644
index 5875b65f77cab..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/4e6bd13fe648763684a1e52c2b5b6fb9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5030ace26a4225d8a53073b122114bb5.txt b/cisco_aci/tests/fixtures/fabric/5030ace26a4225d8a53073b122114bb5.txt
deleted file mode 100644
index 36bc6a505464b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5030ace26a4225d8a53073b122114bb5.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/50d46a8273bad8ccb3ffa0733c3511c9.txt b/cisco_aci/tests/fixtures/fabric/50d46a8273bad8ccb3ffa0733c3511c9.txt
deleted file mode 100644
index a2f7dc63648e2..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/512160d3762b1fc5ea0e7d7d652e4c91.txt b/cisco_aci/tests/fixtures/fabric/512160d3762b1fc5ea0e7d7d652e4c91.txt
deleted file mode 100644
index e2bed2e0c5370..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/512160d3762b1fc5ea0e7d7d652e4c91.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/51d1697864fc60fbf06e0838a29d3311.txt b/cisco_aci/tests/fixtures/fabric/51d1697864fc60fbf06e0838a29d3311.txt
deleted file mode 100644
index 0c0bb59694761..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/51d1697864fc60fbf06e0838a29d3311.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/54631f3678634a95055946441706e235.txt b/cisco_aci/tests/fixtures/fabric/54631f3678634a95055946441706e235.txt
deleted file mode 100644
index 70a271bb3b2b4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/54631f3678634a95055946441706e235.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/55df6c4d6ccb8dca85f2de66381f7caf.txt b/cisco_aci/tests/fixtures/fabric/55df6c4d6ccb8dca85f2de66381f7caf.txt
deleted file mode 100644
index bb367cc6b732c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/55df6c4d6ccb8dca85f2de66381f7caf.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/56456cb4cd430d58542eb6f91df0e34f.txt b/cisco_aci/tests/fixtures/fabric/56456cb4cd430d58542eb6f91df0e34f.txt
deleted file mode 100644
index c27eaac658797..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/56456cb4cd430d58542eb6f91df0e34f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/58dca04cc9e1e3d492ac260aac0d1506.txt b/cisco_aci/tests/fixtures/fabric/58dca04cc9e1e3d492ac260aac0d1506.txt
deleted file mode 100644
index d5b7ad16bfcfd..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/58dca04cc9e1e3d492ac260aac0d1506.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/595020242506421d68ada87ac012256e.txt b/cisco_aci/tests/fixtures/fabric/595020242506421d68ada87ac012256e.txt
deleted file mode 100644
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--- a/cisco_aci/tests/fixtures/fabric/595020242506421d68ada87ac012256e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5a04c996228a0802911e1b5e2dc381d8.txt b/cisco_aci/tests/fixtures/fabric/5a04c996228a0802911e1b5e2dc381d8.txt
deleted file mode 100644
index 47787e232f381..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5a04c996228a0802911e1b5e2dc381d8.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5abeef5dc54c73540c39d62a6e2a77bd.txt b/cisco_aci/tests/fixtures/fabric/5abeef5dc54c73540c39d62a6e2a77bd.txt
deleted file mode 100644
index a7c481d480f31..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5abeef5dc54c73540c39d62a6e2a77bd.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5b8ffb24387021e123e166ee7a388bde.txt b/cisco_aci/tests/fixtures/fabric/5b8ffb24387021e123e166ee7a388bde.txt
deleted file mode 100644
index dfe305a1145b8..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5b8ffb24387021e123e166ee7a388bde.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5bcf96443c5b5ca0726de909932e6cd0.txt b/cisco_aci/tests/fixtures/fabric/5bcf96443c5b5ca0726de909932e6cd0.txt
deleted file mode 100644
index 924ce2cfdbe98..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5bcf96443c5b5ca0726de909932e6cd0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5cda376bef1d4d0274b7d2c8007db70e.txt b/cisco_aci/tests/fixtures/fabric/5cda376bef1d4d0274b7d2c8007db70e.txt
index 054715dc7b388..7eccc9c5ceadf 100644
--- a/cisco_aci/tests/fixtures/fabric/5cda376bef1d4d0274b7d2c8007db70e.txt
+++ b/cisco_aci/tests/fixtures/fabric/5cda376bef1d4d0274b7d2c8007db70e.txt
@@ -1 +1 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/5d7a62e392e669583e450d28bebf32e3.txt b/cisco_aci/tests/fixtures/fabric/5d7a62e392e669583e450d28bebf32e3.txt
deleted file mode 100644
index 58561a5c8c0ea..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5d7a62e392e669583e450d28bebf32e3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/5f9c17b4985418dceb0375f3c8678663.txt b/cisco_aci/tests/fixtures/fabric/5f9c17b4985418dceb0375f3c8678663.txt
deleted file mode 100644
index 5962def05b03d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/5f9c17b4985418dceb0375f3c8678663.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/61123225373140dd4bd581621e9b854d.txt b/cisco_aci/tests/fixtures/fabric/61123225373140dd4bd581621e9b854d.txt
deleted file mode 100644
index e4f715b2e213e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/61123225373140dd4bd581621e9b854d.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/62cb899b6e7f6b81035914cfac47b915.txt b/cisco_aci/tests/fixtures/fabric/62cb899b6e7f6b81035914cfac47b915.txt
index af6724428d854..445096769fafd 100644
--- a/cisco_aci/tests/fixtures/fabric/62cb899b6e7f6b81035914cfac47b915.txt
+++ b/cisco_aci/tests/fixtures/fabric/62cb899b6e7f6b81035914cfac47b915.txt
@@ -1,10819 +1,46 @@
 {
-    "totalCount": "102",
+    "totalCount": "3",
     "imdata": [
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/43]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/43",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/44]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/44",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
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-                                "operVlans": "",
-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
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-                                "rn": "phys",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
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-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
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-                                "usage": "discovery",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
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-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "vdcId": "0"
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-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
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-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                },
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/1",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/2]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/2",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/3",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-05-29T16:53:17.549-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/4",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "10G",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
-                    "id": "eth1/6",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/7]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/7",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-05-21T16:06:00.204-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/9]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/9",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-05-10T19:01:00.211-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/8]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/8",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-05-21T16:06:00.204-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/10]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/10",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-05-10T19:01:00.211-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/11]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/11",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/12]",
-                    "dot1qEtherType": "0x8100",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/12",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/13]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/13",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
-                    "id": "eth1/14",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
-                    "id": "eth1/15",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg,span"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
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-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/19]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/19",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-05-10T19:01:00.211-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "1G",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "down",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/20]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/20",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:18:14.107-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "blacklist"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/21]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/21",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/22]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/22",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "delay": "1",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/23]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/23",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/24]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/24",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/25]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/25",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
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-                    "medium": "broadcast",
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "diags": "none",
-                                "encap": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
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-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "encap": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                },
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
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-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/30",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "childAction": "",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/31]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/31",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/32",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/33]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/33",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T19:44:39.402-07:00",
-                    "mode": "fex-fabric",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9222",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/34",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/35]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/35",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/36]",
-                    "dot1qEtherType": "0x8100",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/36",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/37]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/37",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "descr": "",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/38",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/39]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/39",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/40]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/40",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/41]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/41",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/42]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/42",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:20:23.869-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operMode": "trunk",
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-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
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-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "operVlans": "",
-                                "osSum": "ok",
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-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                },
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
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-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                },
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-                        "ethpmPhysIf": {
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-                                "diags": "none",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/48]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/48",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "enabled",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "fecMode": "inherit",
-                    "id": "eth1/49",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "snmpTrapSt": "enable",
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-                    "trunkLog": "default",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "numOfSI": "0",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
-                    "id": "eth1/50",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "fabric"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                    "trunkLog": "default",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/54]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/54",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
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-                                "encap": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "mode": "trunk",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "diags": "none",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
-            "l1PhysIf": {
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "diags": "none",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/5]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/5",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "portT": "extchhp",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/6]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/6",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/7",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/8]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/8",
-                    "inhBw": "unspecified",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/10]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "childAction": "",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/11]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/11",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/12]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/12",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "delay": "1",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/13]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/13",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/14]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
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-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/16]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/16",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/17]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/17",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/18]",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/18",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwResourceId": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fecMode": "inherit",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
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-                                "errDisTimerRunning": "no",
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-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operMdix": "auto",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/22]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/22",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
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-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/23]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/23",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
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-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "usage": "discovery",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
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-                        "ethpmPhysIf": {
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-                                "errDisTimerRunning": "no",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "txT": "unknown",
-                                "usage": "discovery",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
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-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "vdcId": "0"
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-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                },
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-                        "ethpmPhysIf": {
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
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-                                "operStQualCode": "0",
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-                                "osSum": "ok",
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-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "txT": "unknown",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
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-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
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-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/30]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/30",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/31]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/31",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/32]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/32",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/33]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/33",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/34]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/34",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/35]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/35",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/36]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/36",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/37]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/37",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/38]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/38",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/39]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/1]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth101/1/39",
+                    "id": "eth1/1",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
+                    "modTs": "2024-09-30T18:25:44.071+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
-                    "portT": "extchhp",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
                     "routerMac": "not-applicable",
@@ -10850,7 +77,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:25:47.200+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -10890,40 +117,46 @@
                 ]
             }
         },
-        
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/40]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/2]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth101/1/40",
+                    "id": "eth1/2",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
+                    "modTs": "2024-09-30T18:25:44.071+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
-                    "portT": "extchhp",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
                     "routerMac": "not-applicable",
@@ -10960,7 +193,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:25:52.878+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -11000,40 +233,46 @@
                 ]
             }
         },
-        
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/41]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/3]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth101/1/41",
+                    "id": "eth1/3",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
+                    "modTs": "2024-09-30T18:25:44.071+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
-                    "portT": "extchhp",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
                     "routerMac": "not-applicable",
@@ -11070,7 +309,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:15:22.215+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -11089,8 +328,8 @@
                                 "operPhyEnSt": "down",
                                 "operRouterMac": "00:00:00:00:00:00",
                                 "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
                                 "operStQualCode": "0",
                                 "operVlans": "",
                                 "osSum": "ok",
@@ -11109,53 +348,6 @@
                     }
                 ]
             }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-101/sys/phys-[eth101/1/42]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth101/1/42",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:24:32.560-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "extchhp",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                }
-            }
         }
     ]
 }
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/64c95055e2de554c02ef651cdd480e02.txt b/cisco_aci/tests/fixtures/fabric/64c95055e2de554c02ef651cdd480e02.txt
deleted file mode 100644
index ce1baa8d2475c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/64c95055e2de554c02ef651cdd480e02.txt
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/66a518765a86e7f2ae488abc45d95d70.txt b/cisco_aci/tests/fixtures/fabric/66a518765a86e7f2ae488abc45d95d70.txt
index d45d2bb3b283f..7eccc9c5ceadf 100644
--- a/cisco_aci/tests/fixtures/fabric/66a518765a86e7f2ae488abc45d95d70.txt
+++ b/cisco_aci/tests/fixtures/fabric/66a518765a86e7f2ae488abc45d95d70.txt
@@ -1 +1 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/6a927bbf1765276b4bdfb1d9de31990f.txt b/cisco_aci/tests/fixtures/fabric/6a927bbf1765276b4bdfb1d9de31990f.txt
deleted file mode 100644
index 8cae2de689c6c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/6a927bbf1765276b4bdfb1d9de31990f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/6b723f4c78e4e9153d56b0d8410da810.txt b/cisco_aci/tests/fixtures/fabric/6b723f4c78e4e9153d56b0d8410da810.txt
deleted file mode 100644
index b0724c97ef63b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/6b723f4c78e4e9153d56b0d8410da810.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/6b888a32a5c8fb47d50b8bc94f89642d.txt b/cisco_aci/tests/fixtures/fabric/6b888a32a5c8fb47d50b8bc94f89642d.txt
new file mode 100644
index 0000000000000..82f53e31dd695
--- /dev/null
+++ b/cisco_aci/tests/fixtures/fabric/6b888a32a5c8fb47d50b8bc94f89642d.txt
@@ -0,0 +1,3865 @@
+{
+    "totalCount": "36",
+    "imdata": [
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/33]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/33",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/34]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/34",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/35]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/35",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/36]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/36",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/1]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/1",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2018-05-10T19:01:18.077-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "enabled",
+                    "trunkLog": "default",
+                    "usage": "fabric"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/2]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/2",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2018-05-10T19:01:00.213-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "enabled",
+                    "trunkLog": "default",
+                    "usage": "fabric"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/3]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/3",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/4]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/4",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/5]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/5",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/6]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/6",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/7]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/7",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/8]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/8",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/9]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/9",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/10]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/10",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/11]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/11",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/12]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/12",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/13]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/13",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/14]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/14",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/15]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/15",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/16]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/16",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/17]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/17",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/18]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/18",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/19]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/19",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/20]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/20",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/21]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/21",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/22]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/22",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/23]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/23",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/24]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/24",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/25]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/25",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/26]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/26",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/27]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/27",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/28]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/28",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/29]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/29",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/30]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/30",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/31]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/31",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dn": "topology/pod-1/node-202/sys/phys-[eth1/32]",
+                    "dot1qEtherType": "0x8100",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fecMode": "inherit",
+                    "id": "eth1/32",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2017-09-27T16:26:58.571-07:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9150",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                }
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/6bd529f60a581c84be13249fe668c467.txt b/cisco_aci/tests/fixtures/fabric/6bd529f60a581c84be13249fe668c467.txt
deleted file mode 100644
index 2de06e4e36521..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/6bd529f60a581c84be13249fe668c467.txt
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/6c18595e43b00d3e591faaefb05e518d.txt b/cisco_aci/tests/fixtures/fabric/6c18595e43b00d3e591faaefb05e518d.txt
deleted file mode 100644
index 8baf045600aba..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/6c18595e43b00d3e591faaefb05e518d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/6fef8e622903fe12fdd1c8849c095509.txt b/cisco_aci/tests/fixtures/fabric/6fef8e622903fe12fdd1c8849c095509.txt
deleted file mode 100644
index f6a01f6003c4c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/6fef8e622903fe12fdd1c8849c095509.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/73477fd8a36f24ffc7b0a5ff58a0151c.txt b/cisco_aci/tests/fixtures/fabric/73477fd8a36f24ffc7b0a5ff58a0151c.txt
deleted file mode 100644
index a635ca41e37ca..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/73477fd8a36f24ffc7b0a5ff58a0151c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/737c7e36163881e5e54450fd49b43fd0.txt b/cisco_aci/tests/fixtures/fabric/737c7e36163881e5e54450fd49b43fd0.txt
deleted file mode 100644
index 2535f45364fca..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/74736ad3c53d4da2da6225f020d0ea07.txt b/cisco_aci/tests/fixtures/fabric/74736ad3c53d4da2da6225f020d0ea07.txt
deleted file mode 100644
index a694265ccf1bc..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/74736ad3c53d4da2da6225f020d0ea07.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/768c379447d3fb82d769e31807216858.txt b/cisco_aci/tests/fixtures/fabric/768c379447d3fb82d769e31807216858.txt
deleted file mode 100644
index 53a8b7baca08d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/768c379447d3fb82d769e31807216858.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/774df6b01df155b4a7e9ead5b3bb6f95.txt b/cisco_aci/tests/fixtures/fabric/774df6b01df155b4a7e9ead5b3bb6f95.txt
deleted file mode 100644
index f55c72a783efb..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/784ecd089e2b648809a8e00fd5a11e82.txt b/cisco_aci/tests/fixtures/fabric/784ecd089e2b648809a8e00fd5a11e82.txt
deleted file mode 100644
index 7f6081c220058..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/784ecd089e2b648809a8e00fd5a11e82.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/79c41743346ba48ef5c40b7942dc59f2.txt b/cisco_aci/tests/fixtures/fabric/79c41743346ba48ef5c40b7942dc59f2.txt
deleted file mode 100644
index 417fdc223e0d9..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/79c41743346ba48ef5c40b7942dc59f2.txt
+++ /dev/null
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/7a5859de7a50c006b2c293a537891ab9.txt b/cisco_aci/tests/fixtures/fabric/7a5859de7a50c006b2c293a537891ab9.txt
deleted file mode 100644
index 542f90c91fd38..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7a5859de7a50c006b2c293a537891ab9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7bb3c44837f66c6a254def67002c459c.txt b/cisco_aci/tests/fixtures/fabric/7bb3c44837f66c6a254def67002c459c.txt
deleted file mode 100644
index bc2f6ce2cbd70..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7bb3c44837f66c6a254def67002c459c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7cff0d95697cf21e69d7137c29e65df9.txt b/cisco_aci/tests/fixtures/fabric/7cff0d95697cf21e69d7137c29e65df9.txt
deleted file mode 100644
index c37318fc94972..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7cff0d95697cf21e69d7137c29e65df9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7dbe5688443c0124438db66cc4ae8413.txt b/cisco_aci/tests/fixtures/fabric/7dbe5688443c0124438db66cc4ae8413.txt
deleted file mode 100644
index ba1f933d3b0c7..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7dbe5688443c0124438db66cc4ae8413.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7e603ac928ec642f45601a94420fb4db.txt b/cisco_aci/tests/fixtures/fabric/7e603ac928ec642f45601a94420fb4db.txt
deleted file mode 100644
index 721f616e5244b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7e603ac928ec642f45601a94420fb4db.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7f313c9de9389bb7b50d1536bac11ec9.txt b/cisco_aci/tests/fixtures/fabric/7f313c9de9389bb7b50d1536bac11ec9.txt
deleted file mode 100644
index c6d9ef227be92..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7f313c9de9389bb7b50d1536bac11ec9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7f75758e50ae1da1b1a5088b3d70600f.txt b/cisco_aci/tests/fixtures/fabric/7f75758e50ae1da1b1a5088b3d70600f.txt
deleted file mode 100644
index b1cbb9b9370e7..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7f75758e50ae1da1b1a5088b3d70600f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/7ffce65d2a991de9faa9d3976bf07e1c.txt b/cisco_aci/tests/fixtures/fabric/7ffce65d2a991de9faa9d3976bf07e1c.txt
deleted file mode 100644
index bc99a7fd9e12a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/7ffce65d2a991de9faa9d3976bf07e1c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/808bdd8ce9c8a62e3a1c9432b9cd2a2d.txt b/cisco_aci/tests/fixtures/fabric/808bdd8ce9c8a62e3a1c9432b9cd2a2d.txt
deleted file mode 100644
index 414dd89e7be04..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/808bdd8ce9c8a62e3a1c9432b9cd2a2d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8178783b3e17693049f299f040015fef.txt b/cisco_aci/tests/fixtures/fabric/8178783b3e17693049f299f040015fef.txt
deleted file mode 100644
index c762f88651177..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8178783b3e17693049f299f040015fef.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/82edf3105e5c60a2c778cb35aedb645d.txt b/cisco_aci/tests/fixtures/fabric/82edf3105e5c60a2c778cb35aedb645d.txt
deleted file mode 100644
index 08dee22794b6f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/82edf3105e5c60a2c778cb35aedb645d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/836acd4e8abef3aa3677369d6c45f103.txt b/cisco_aci/tests/fixtures/fabric/836acd4e8abef3aa3677369d6c45f103.txt
deleted file mode 100644
index 2e08f33b52715..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/836acd4e8abef3aa3677369d6c45f103.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/843f58e15736191a5e58e1afc2eb5e84.txt b/cisco_aci/tests/fixtures/fabric/843f58e15736191a5e58e1afc2eb5e84.txt
deleted file mode 100644
index 81cc304f87d92..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/843f58e15736191a5e58e1afc2eb5e84.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/84c022cd474b28fb0c93ca6497fbc465.txt b/cisco_aci/tests/fixtures/fabric/84c022cd474b28fb0c93ca6497fbc465.txt
deleted file mode 100644
index 65df598826ed4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/84c022cd474b28fb0c93ca6497fbc465.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/84fa5ef1c7cb288cc7d8b3d216a2a359.txt b/cisco_aci/tests/fixtures/fabric/84fa5ef1c7cb288cc7d8b3d216a2a359.txt
deleted file mode 100644
index 4d78a43dab063..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/84fa5ef1c7cb288cc7d8b3d216a2a359.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/876dd4352811765c90169517e290e8c6.txt b/cisco_aci/tests/fixtures/fabric/876dd4352811765c90169517e290e8c6.txt
deleted file mode 100644
index cfc2c7ca98d74..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/876dd4352811765c90169517e290e8c6.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/87f77f6251a2517a4f65e94b7f79aaee.txt b/cisco_aci/tests/fixtures/fabric/87f77f6251a2517a4f65e94b7f79aaee.txt
deleted file mode 100644
index a1172c3a4ee75..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/87f77f6251a2517a4f65e94b7f79aaee.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/897a879430edceab050ff62f99f990b6.txt b/cisco_aci/tests/fixtures/fabric/897a879430edceab050ff62f99f990b6.txt
deleted file mode 100644
index 1aad969878e53..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/897a879430edceab050ff62f99f990b6.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8a0f90b2c6bd500af62722a13d207a20.txt b/cisco_aci/tests/fixtures/fabric/8a0f90b2c6bd500af62722a13d207a20.txt
deleted file mode 100644
index 234d359bb7e23..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8a0f90b2c6bd500af62722a13d207a20.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8a68d7acd6469f199b61d9a59a600925.txt b/cisco_aci/tests/fixtures/fabric/8a68d7acd6469f199b61d9a59a600925.txt
deleted file mode 100644
index 84d0c36f065b6..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8a68d7acd6469f199b61d9a59a600925.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8c68bd2767e66b897a40100c52187e03.txt b/cisco_aci/tests/fixtures/fabric/8c68bd2767e66b897a40100c52187e03.txt
deleted file mode 100644
index 9f1c61dbfd74a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8c68bd2767e66b897a40100c52187e03.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8dc1ee02fce40ba8ae240d5e161a88f6.txt b/cisco_aci/tests/fixtures/fabric/8dc1ee02fce40ba8ae240d5e161a88f6.txt
deleted file mode 100644
index 34d7f66202392..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8dc1ee02fce40ba8ae240d5e161a88f6.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8ddb6e0c7dfc7ac3b743fabe158f76a2.txt b/cisco_aci/tests/fixtures/fabric/8ddb6e0c7dfc7ac3b743fabe158f76a2.txt
deleted file mode 100644
index 77b485f765f13..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8ddb6e0c7dfc7ac3b743fabe158f76a2.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8e8698fa185e69226b356a4cf2e77a7d.txt b/cisco_aci/tests/fixtures/fabric/8e8698fa185e69226b356a4cf2e77a7d.txt
deleted file mode 100644
index 566271ef5fc29..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8e8698fa185e69226b356a4cf2e77a7d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8ec2fb1e670274ffc7c80a4e8c0b579a.txt b/cisco_aci/tests/fixtures/fabric/8ec2fb1e670274ffc7c80a4e8c0b579a.txt
deleted file mode 100644
index 8ec9e43f512b4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/8ec2fb1e670274ffc7c80a4e8c0b579a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/8ee3aa172b88abaeb72a8d92cfd8e1f8.txt b/cisco_aci/tests/fixtures/fabric/8ee3aa172b88abaeb72a8d92cfd8e1f8.txt
deleted file mode 100644
index a34b8e454b172..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/9006e6d35c66d13426fa04ce73e1ec8b.txt b/cisco_aci/tests/fixtures/fabric/9006e6d35c66d13426fa04ce73e1ec8b.txt
deleted file mode 100644
index f4b4106b91cd1..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9006e6d35c66d13426fa04ce73e1ec8b.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/91823785f83a4dc1926f704cf120359b.txt b/cisco_aci/tests/fixtures/fabric/91823785f83a4dc1926f704cf120359b.txt
deleted file mode 100644
index c86d608495ca6..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/91823785f83a4dc1926f704cf120359b.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/91c6c30710d8766a1b18c7970bfe07c3.txt b/cisco_aci/tests/fixtures/fabric/91c6c30710d8766a1b18c7970bfe07c3.txt
deleted file mode 100644
index 695d0ce61b747..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/91c6c30710d8766a1b18c7970bfe07c3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/923a62a1814d5c8d9d53e04b88a8638a.txt b/cisco_aci/tests/fixtures/fabric/923a62a1814d5c8d9d53e04b88a8638a.txt
deleted file mode 100644
index 86eab8772e1c6..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/923a62a1814d5c8d9d53e04b88a8638a.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/927fcd1e001316ede0756ff8269d36d8.txt b/cisco_aci/tests/fixtures/fabric/927fcd1e001316ede0756ff8269d36d8.txt
deleted file mode 100644
index 37f1ecb3cb1db..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/927fcd1e001316ede0756ff8269d36d8.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/92df89955d9aa53c852817af77427e35.txt b/cisco_aci/tests/fixtures/fabric/92df89955d9aa53c852817af77427e35.txt
deleted file mode 100644
index bb00caab753e3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/92df89955d9aa53c852817af77427e35.txt
+++ /dev/null
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/9647dd5867a5e8000c13a813ea3765a5.txt b/cisco_aci/tests/fixtures/fabric/9647dd5867a5e8000c13a813ea3765a5.txt
deleted file mode 100644
index 433125a5d5480..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9647dd5867a5e8000c13a813ea3765a5.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/9663cbb28348a8cbaf0cd22fd1f37664.txt b/cisco_aci/tests/fixtures/fabric/9663cbb28348a8cbaf0cd22fd1f37664.txt
deleted file mode 100644
index 42e1ef2c90cb6..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9663cbb28348a8cbaf0cd22fd1f37664.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/966e2012b2a26cae367719cf4c289418.txt b/cisco_aci/tests/fixtures/fabric/966e2012b2a26cae367719cf4c289418.txt
deleted file mode 100644
index 3271cd4c30251..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/966e2012b2a26cae367719cf4c289418.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/971cd5b5cb96fee7663b2c32575d643e.txt b/cisco_aci/tests/fixtures/fabric/971cd5b5cb96fee7663b2c32575d643e.txt
deleted file mode 100644
index f313ec6dd8e2f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/971cd5b5cb96fee7663b2c32575d643e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/97c9b38cfda14c9218b0d97ac45e2635.txt b/cisco_aci/tests/fixtures/fabric/97c9b38cfda14c9218b0d97ac45e2635.txt
deleted file mode 100644
index 0dcfa4554922d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/97c9b38cfda14c9218b0d97ac45e2635.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/97dbf9f15408eecaa3fd4d45ba7dbaab.txt b/cisco_aci/tests/fixtures/fabric/97dbf9f15408eecaa3fd4d45ba7dbaab.txt
deleted file mode 100644
index 6b849e2642960..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/97dbf9f15408eecaa3fd4d45ba7dbaab.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/981c85ee885251c23fe84ac8c280813f.txt b/cisco_aci/tests/fixtures/fabric/981c85ee885251c23fe84ac8c280813f.txt
deleted file mode 100644
index 6c0e087625cd9..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/981c85ee885251c23fe84ac8c280813f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/98feaf7bf21c889758b0e63c440fe5aa.txt b/cisco_aci/tests/fixtures/fabric/98feaf7bf21c889758b0e63c440fe5aa.txt
deleted file mode 100644
index d905a334eed76..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/98feaf7bf21c889758b0e63c440fe5aa.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/9bd6720132f1eef5ae8ec7d6438d9c6b.txt b/cisco_aci/tests/fixtures/fabric/9bd6720132f1eef5ae8ec7d6438d9c6b.txt
new file mode 100644
index 0000000000000..cb6fa6d0befaf
--- /dev/null
+++ b/cisco_aci/tests/fixtures/fabric/9bd6720132f1eef5ae8ec7d6438d9c6b.txt
@@ -0,0 +1,1009 @@
+{
+    "totalCount": "3",
+    "imdata": [
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+                "attributes": {
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+                    "childAction": "",
+                    "delay": "1",
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+                    "dfeDelayMs": "0",
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+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth1/1",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer2",
+                    "lcOwn": "local",
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+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
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+                    "modTs": "2024-09-30T18:25:44.071+00:00",
+                    "mode": "trunk",
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+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
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+                    {
+                        "eqptIngrBytes5min": {
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+                    },
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-09-30T18:25:52.878+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "breakT": "nonbroken",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-101/sys/phys-[eth1/3]",
+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth1/3",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer2",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2024-09-30T18:25:44.071+00:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/infra/moninfra-default",
+                    "mtu": "9000",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "discovery"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-09-30T18:15:22.215+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/9c3b5f41a01c23450b07c06d52243ec1.txt b/cisco_aci/tests/fixtures/fabric/9c3b5f41a01c23450b07c06d52243ec1.txt
deleted file mode 100644
index a855d49c15082..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9c3b5f41a01c23450b07c06d52243ec1.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/9c623607d19cd8ba1df07157580bbe7d.txt b/cisco_aci/tests/fixtures/fabric/9c623607d19cd8ba1df07157580bbe7d.txt
deleted file mode 100644
index c55d9d1f837fb..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9c623607d19cd8ba1df07157580bbe7d.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/9d167692ace22bc1013437072c55a641.txt b/cisco_aci/tests/fixtures/fabric/9d167692ace22bc1013437072c55a641.txt
index e26a892028126..008d6791086c4 100644
--- a/cisco_aci/tests/fixtures/fabric/9d167692ace22bc1013437072c55a641.txt
+++ b/cisco_aci/tests/fixtures/fabric/9d167692ace22bc1013437072c55a641.txt
@@ -1,5538 +1,45 @@
 {
-    "totalCount": "54",
+    "totalCount": "60",
     "imdata": [
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/33]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/33",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/34]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/34",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
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-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                },
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
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-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
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-        {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
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-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "fecMode": "inherit",
-                    "id": "eth1/39",
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-                    "reflectiveRelayEn": "off",
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-                    "snmpTrapSt": "enable",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/40",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
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-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "hwBdId": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
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-                                "operFlowCtrl": "15",
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-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "snmpTrapSt": "enable",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/45]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/45",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
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-                    "portT": "leaf",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
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-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/46",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
-                    "id": "eth1/48",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEEState": "not-applicable",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "fabric"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
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-                    "snmpTrapSt": "enable",
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-                    "trunkLog": "default",
-                    "usage": "fabric"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
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-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/51]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/51",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
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-                    "pathSDescr": "",
-                    "portT": "fab",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/52]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/52",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/53",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/54]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/54",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/fabric/monfab-default",
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-                    "pathSDescr": "",
-                    "portT": "fab",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "fabric,fabric-ext"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/1",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/2]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/2",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/3]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/3",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-05-29T16:53:16.789-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "controller,epg,infra"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/4]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/4",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/15]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/15",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-05-10T19:01:00.211-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg,span"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/16",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
-                    "id": "eth1/17",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/18]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/18",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mode": "trunk",
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-                    "portT": "leaf",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/5]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/5",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkDebounce": "100",
-                    "linkLog": "default",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
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-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "encap": "0",
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-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEERxWkTime": "0",
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-                                "operEEETxWkTime": "0",
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-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
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-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "fecMode": "inherit",
-                    "id": "eth1/6",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "intfT": "phy",
-                                "iod": "0",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "10G",
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-                    "switchingSt": "enabled",
-                    "trunkLog": "default",
-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "snmpTrapSt": "enable",
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-                    "usage": "epg"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
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-                    "mode": "trunk",
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-                    "snmpTrapSt": "enable",
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-                    "switchingSt": "disabled",
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-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
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-                                "intfT": "phy",
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-                                "monPolDn": "uni/infra/moninfra-default",
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-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/10]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/10",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "10G",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/11]",
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-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/11",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
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-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
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-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "fecMode": "inherit",
-                    "id": "eth1/12",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/13",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
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-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/14",
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-                    "snmpTrapSt": "enable",
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-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
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-                                "intfT": "phy",
-                                "iod": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
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-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/20]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fecMode": "inherit",
-                    "id": "eth1/20",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
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-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
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-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/19]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/19",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/21]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/21",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
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-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
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-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
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-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/22]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/22",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
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-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/23]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/23",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
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-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
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-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/24",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
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-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
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-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
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-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
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-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
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-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/25]",
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-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/25",
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-                    "isReflectiveRelayCfgSupported": "Supported",
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-                    "medium": "broadcast",
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-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
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-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
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-                    "brkoutMap": "none",
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-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/26]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/26",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
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-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
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-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/27]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/27",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/28]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/28",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                },
-                "children": [
-                    {
-                        "ethpmPhysIf": {
-                            "attributes": {
-                                "accessVlan": "unknown",
-                                "allowedVlans": "",
-                                "backplaneMac": "00:00:00:00:00:00",
-                                "bundleBupId": "0",
-                                "bundleIndex": "unspecified",
-                                "cfgAccessVlan": "unknown",
-                                "cfgNativeVlan": "unknown",
-                                "childAction": "",
-                                "currErrIndex": "0",
-                                "diags": "none",
-                                "encap": "0",
-                                "errDisTimerRunning": "no",
-                                "errVlanStatusHt": "0",
-                                "errVlans": "",
-                                "hwBdId": "0",
-                                "hwResourceId": "0",
-                                "intfT": "phy",
-                                "iod": "0",
-                                "lastErrors": "8192",
-                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
-                                "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
-                                "monPolDn": "uni/infra/moninfra-default",
-                                "nativeVlan": "unknown",
-                                "numOfSI": "0",
-                                "operBitset": "",
-                                "operDceMode": "off",
-                                "operDuplex": "auto",
-                                "operEEERxWkTime": "0",
-                                "operEEEState": "not-applicable",
-                                "operEEETxWkTime": "0",
-                                "operErrDisQual": "admin-down",
-                                "operFecMode": "inherit",
-                                "operFlowCtrl": "15",
-                                "operMdix": "auto",
-                                "operMode": "trunk",
-                                "operModeDetail": "trunk",
-                                "operPhyEnSt": "down",
-                                "operRouterMac": "00:00:00:00:00:00",
-                                "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
-                                "operStQualCode": "0",
-                                "operVlans": "",
-                                "osSum": "ok",
-                                "portCfgWaitFlags": "0",
-                                "primaryVlan": "unknown",
-                                "resetCtr": "0",
-                                "rn": "phys",
-                                "siList": "",
-                                "status": "",
-                                "txT": "unknown",
-                                "usage": "discovery",
-                                "userCfgdFlags": "0",
-                                "vdcId": "0"
-                            }
-                        }
-                    }
-                ]
-            }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/29]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/1]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/29",
+                    "id": "eth1/1",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
+                    "modTs": "2024-09-30T18:28:47.344+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -5570,7 +77,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:29:01.340+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -5610,39 +117,45 @@
                 ]
             }
         },
-        
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/30]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/2]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/30",
+                    "id": "eth1/2",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
+                    "modTs": "2024-09-30T18:28:47.344+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -5680,7 +193,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:29:06.986+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -5720,39 +233,45 @@
                 ]
             }
         },
-        
         {
             "l1PhysIf": {
                 "attributes": {
                     "adminSt": "up",
                     "autoNeg": "on",
+                    "breakT": "nonbroken",
                     "brkoutMap": "none",
                     "bw": "0",
                     "childAction": "",
                     "delay": "1",
                     "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/31]",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/3]",
                     "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
                     "ethpmCfgFailedBmp": "",
                     "ethpmCfgFailedTs": "00:00:00:00.000",
                     "ethpmCfgState": "0",
                     "fcotChannelNumber": "Channel32",
                     "fecMode": "inherit",
-                    "id": "eth1/31",
+                    "id": "eth1/3",
                     "inhBw": "unspecified",
                     "isReflectiveRelayCfgSupported": "Supported",
                     "layer": "Layer2",
                     "lcOwn": "local",
                     "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
                     "linkLog": "default",
                     "mdix": "auto",
                     "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
+                    "modTs": "2024-09-30T18:28:47.344+00:00",
                     "mode": "trunk",
                     "monPolDn": "uni/infra/moninfra-default",
                     "mtu": "9000",
                     "name": "",
                     "pathSDescr": "",
+                    "portPhyMediaType": "auto",
                     "portT": "leaf",
                     "prioFlowCtrl": "auto",
                     "reflectiveRelayEn": "off",
@@ -5790,7 +309,7 @@
                                 "lastErrors": "8192",
                                 "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
                                 "media": "0",
-                                "modTs": "2024-06-11T16:43:23.908+00:00",
+                                "modTs": "2024-09-30T18:15:26.566+00:00",
                                 "monPolDn": "uni/infra/moninfra-default",
                                 "nativeVlan": "unknown",
                                 "numOfSI": "0",
@@ -5809,8 +328,8 @@
                                 "operPhyEnSt": "down",
                                 "operRouterMac": "00:00:00:00:00:00",
                                 "operSpeed": "inherit",
-                                "operSt": "up",
-                                "operStQual": "link-up",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
                                 "operStQualCode": "0",
                                 "operVlans": "",
                                 "osSum": "ok",
@@ -5829,53 +348,6 @@
                     }
                 ]
             }
-        },
-        
-        {
-            "l1PhysIf": {
-                "attributes": {
-                    "adminSt": "up",
-                    "autoNeg": "on",
-                    "brkoutMap": "none",
-                    "bw": "0",
-                    "childAction": "",
-                    "delay": "1",
-                    "descr": "",
-                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/32]",
-                    "dot1qEtherType": "0x8100",
-                    "ethpmCfgFailedBmp": "",
-                    "ethpmCfgFailedTs": "00:00:00:00.000",
-                    "ethpmCfgState": "0",
-                    "fcotChannelNumber": "Channel32",
-                    "fecMode": "inherit",
-                    "id": "eth1/32",
-                    "inhBw": "unspecified",
-                    "isReflectiveRelayCfgSupported": "Supported",
-                    "layer": "Layer2",
-                    "lcOwn": "local",
-                    "linkDebounce": "100",
-                    "linkLog": "default",
-                    "mdix": "auto",
-                    "medium": "broadcast",
-                    "modTs": "2018-03-16T18:40:37.333-07:00",
-                    "mode": "trunk",
-                    "monPolDn": "uni/infra/moninfra-default",
-                    "mtu": "9000",
-                    "name": "",
-                    "pathSDescr": "",
-                    "portT": "leaf",
-                    "prioFlowCtrl": "auto",
-                    "reflectiveRelayEn": "off",
-                    "routerMac": "not-applicable",
-                    "snmpTrapSt": "enable",
-                    "spanMode": "not-a-span-dest",
-                    "speed": "inherit",
-                    "status": "",
-                    "switchingSt": "disabled",
-                    "trunkLog": "default",
-                    "usage": "discovery"
-                }
-            }
         }
     ]
 }
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/9d63c3041a48dec9289e0e4555c49a87.txt b/cisco_aci/tests/fixtures/fabric/9d63c3041a48dec9289e0e4555c49a87.txt
deleted file mode 100644
index 12d2e57e3c82e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9d63c3041a48dec9289e0e4555c49a87.txt
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/cisco_aci/tests/fixtures/fabric/9ec9c2e1bcd513274516713bc3f68724.txt b/cisco_aci/tests/fixtures/fabric/9ec9c2e1bcd513274516713bc3f68724.txt
new file mode 100644
index 0000000000000..b7a338eb12131
--- /dev/null
+++ b/cisco_aci/tests/fixtures/fabric/9ec9c2e1bcd513274516713bc3f68724.txt
@@ -0,0 +1,1009 @@
+{
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+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dfeDelayMs": "0",
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+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth5/1",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
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+                    "linkFlapErrorMax": "30",
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+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
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+                    "name": "",
+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "enabled",
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+                    "usage": "fabric"
+                },
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+                                "afdWredTrBase": "6467",
+                                "anyErrorAvg": "240",
+                                "anyErrorBase": "308058",
+                                "anyErrorCum": "308284",
+                                "anyErrorLast": "226",
+                                "anyErrorMax": "397",
+                                "anyErrorMin": "29",
+                                "anyErrorPer": "2401",
+                                "anyErrorRate": "24.004239",
+                                "anyErrorSpct": "0",
+                                "anyErrorThr": "",
+                                "anyErrorTr": "0",
+                                "anyErrorTrBase": "6513",
+                                "bufferAvg": "163",
+                                "bufferBase": "315859",
+                                "bufferCum": "316071",
+                                "bufferLast": "212",
+                                "bufferMax": "382",
+                                "bufferMin": "18",
+                                "bufferPer": "1639",
+                                "bufferRate": "16.386067",
+                                "bufferSpct": "0",
+                                "bufferThr": "rateHigh,rateWarn",
+                                "bufferTr": "0",
+                                "bufferTrBase": "6025",
+                                "childAction": "",
+                                "cnt": "10",
+                                "errorAvg": "171",
+                                "errorBase": "304779",
+                                "errorCum": "305090",
+                                "errorLast": "311",
+                                "errorMax": "392",
+                                "errorMin": "14",
+                                "errorPer": "1715",
+                                "errorRate": "17.145885",
+                                "errorSpct": "0",
+                                "errorThr": "rateHigh,rateWarn",
+                                "errorTr": "0",
+                                "errorTrBase": "6026",
+                                "lastCollOffset": "100",
+                                "modTs": "never",
+                                "repIntvEnd": "2024-10-04T21:51:40.707+00:00",
+                                "repIntvStart": "2024-10-04T21:50:00.683+00:00",
+                                "rn": "CDeqptEgrDropPkts5min",
+                                "status": ""
+                            }
+                        }
+                    },
+                    {
+                        "eqptEgrBytes5min": {
+                            "attributes": {
+                                "childAction": "",
+                                "cnt": "10",
+                                "floodAvg": "66379428",
+                                "floodBase": "90176535948",
+                                "floodCum": "90271151687",
+                                "floodLast": "94615739",
+                                "floodMax": "111709958",
+                                "floodMin": "25139053",
+                                "floodPer": "663794289",
+                                "floodRate": "6636350.165960",
+                                "floodSpct": "0",
+                                "floodThr": "",
+                                "floodTr": "0",
+                                "floodTrBase": "1762854665",
+                                "lastCollOffset": "100",
+                                "modTs": "never",
+                                "multicastAvg": "61247009",
+                                "multicastBase": "91590608494",
+                                "multicastCum": "91603890026",
+                                "multicastLast": "13281532",
+                                "multicastMax": "92132237",
+                                "multicastMin": "13281532",
+                                "multicastPer": "612470095",
+                                "multicastRate": "6123231.374470",
+                                "multicastRateAvg": "6123393.509447",
+                                "multicastRateLast": "1327887.622476",
+                                "multicastRateMax": "9212302.469753",
+                                "multicastRateMin": "1327887.622476",
+                                "multicastRateSpct": "0",
+                                "multicastRateThr": "",
+                                "multicastRateTr": "0.000000",
+                                "multicastRateTrBase": "7614015.765644",
+                                "multicastRateTtl": "61233935.094465",
+                                "multicastSpct": "0",
+                                "multicastThr": "",
+                                "multicastTr": "0",
+                                "multicastTrBase": "2284742863",
+                                "repIntvEnd": "2024-10-04T21:51:40.707+00:00",
+                                "repIntvStart": "2024-10-04T21:50:00.683+00:00",
+                                "rn": "CDeqptEgrBytes5min",
+                                "status": "",
+                                "unicastAvg": "58705061",
+                                "unicastBase": "89765477568",
+                                "unicastCum": "89849409871",
+                                "unicastLast": "83932303",
+                                "unicastMax": "105604139",
+                                "unicastMin": "16064223",
+                                "unicastPer": "587050619",
+                                "unicastRate": "5869097.606574",
+                                "unicastRateAvg": "5869123.674974",
+                                "unicastRateLast": "8391551.989602",
+                                "unicastRateMax": "10557246.725982",
+                                "unicastRateMin": "1605940.517845",
+                                "unicastRateSpct": "0",
+                                "unicastRateThr": "",
+                                "unicastRateTr": "0.000000",
+                                "unicastRateTrBase": "5801293.899154",
+                                "unicastRateTtl": "58691236.749738",
+                                "unicastSpct": "0",
+                                "unicastThr": "",
+                                "unicastTr": "0",
+                                "unicastTrBase": "1740780573"
+                            }
+                        }
+                    },
+                    {
+                        "eqptIngrBytes5min": {
+                            "attributes": {
+                                "childAction": "",
+                                "cnt": "10",
+                                "floodAvg": "69671897",
+                                "floodBase": "92673442840",
+                                "floodCum": "92760320021",
+                                "floodLast": "86877181",
+                                "floodMax": "102086854",
+                                "floodMin": "11333021",
+                                "floodPer": "696718975",
+                                "floodRate": "6965518.025674",
+                                "floodSpct": "0",
+                                "floodThr": "",
+                                "floodTr": "0",
+                                "floodTrBase": "1972496693",
+                                "lastCollOffset": "100",
+                                "modTs": "never",
+                                "multicastAvg": "73889614",
+                                "multicastBase": "90117052829",
+                                "multicastCum": "90202911073",
+                                "multicastLast": "85858244",
+                                "multicastMax": "114189466",
+                                "multicastMin": "19771367",
+                                "multicastPer": "738896147",
+                                "multicastRate": "7387188.544749",
+                                "multicastRateAvg": "7387068.212843",
+                                "multicastRateLast": "8584107.578484",
+                                "multicastRateMax": "11415521.943417",
+                                "multicastRateMin": "1976543.736879",
+                                "multicastRateSpct": "0",
+                                "multicastRateThr": "",
+                                "multicastRateTr": "0.000000",
+                                "multicastRateTrBase": "6987026.443200",
+                                "multicastRateTtl": "73870682.128430",
+                                "multicastSpct": "0",
+                                "multicastThr": "",
+                                "multicastTr": "0",
+                                "multicastTrBase": "2096622916",
+                                "repIntvEnd": "2024-10-04T21:51:40.707+00:00",
+                                "repIntvStart": "2024-10-04T21:50:00.683+00:00",
+                                "rn": "CDeqptIngrBytes5min",
+                                "status": "",
+                                "unicastAvg": "57940964",
+                                "unicastBase": "89459975268",
+                                "unicastCum": "89489460623",
+                                "unicastLast": "29485355",
+                                "unicastMax": "105439362",
+                                "unicastMin": "21830743",
+                                "unicastPer": "579409644",
+                                "unicastRate": "5792706.190514",
+                                "unicastRateAvg": "5792568.395885",
+                                "unicastRateLast": "2947945.910818",
+                                "unicastRateMax": "10541827.834433",
+                                "unicastRateMin": "2182856.014399",
+                                "unicastRateSpct": "0",
+                                "unicastRateThr": "",
+                                "unicastRateTr": "0.000000",
+                                "unicastRateTrBase": "6177846.798707",
+                                "unicastRateTtl": "57925683.958848",
+                                "unicastSpct": "0",
+                                "unicastThr": "",
+                                "unicastTr": "0",
+                                "unicastTrBase": "1853803776"
+                            }
+                        }
+                    },
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-10-04T16:07:26.382+00:00",
+                                "monPolDn": "uni/fabric/monfab-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+                {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "breakT": "nonbroken",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-201/sys/phys-[eth7/1]",
+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth7/1",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer3",
+                    "lcOwn": "local",
+                    "linkDebounce": "0",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2024-10-04T17:50:08.474+00:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "mtu": "9366",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "fab",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "enabled",
+                    "trunkLog": "default",
+                    "usage": "fabric,fabric-ext"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-10-04T16:07:09.535+00:00",
+                                "monPolDn": "uni/fabric/monfab-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/9f09a35dce91e6170f7b31e02884a578.txt b/cisco_aci/tests/fixtures/fabric/9f09a35dce91e6170f7b31e02884a578.txt
deleted file mode 100644
index 3830346f33e7b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/9f09a35dce91e6170f7b31e02884a578.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/a07b97ec1600dcf7290e14c1c4bef9b0.txt b/cisco_aci/tests/fixtures/fabric/a07b97ec1600dcf7290e14c1c4bef9b0.txt
deleted file mode 100644
index f2f654b9bd2a4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a07b97ec1600dcf7290e14c1c4bef9b0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/a464d8d39e53fb950f807296b415ef05.txt b/cisco_aci/tests/fixtures/fabric/a464d8d39e53fb950f807296b415ef05.txt
deleted file mode 100644
index 5f2fc80f9d8f3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a464d8d39e53fb950f807296b415ef05.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/a53d71ffbd0982d015e8395e2f5e4e48.txt b/cisco_aci/tests/fixtures/fabric/a53d71ffbd0982d015e8395e2f5e4e48.txt
deleted file mode 100644
index f6d63b1924903..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a53d71ffbd0982d015e8395e2f5e4e48.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/a6f4860ce476b17a4d18014384e8df79.txt b/cisco_aci/tests/fixtures/fabric/a6f4860ce476b17a4d18014384e8df79.txt
deleted file mode 100644
index 238b54181db7b..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/a7f558099bdebc44a11f691c18a7b64c.txt b/cisco_aci/tests/fixtures/fabric/a7f558099bdebc44a11f691c18a7b64c.txt
deleted file mode 100644
index 1e7c14b1a837b..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a7f558099bdebc44a11f691c18a7b64c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/a877f9e9879ecdaa74fc10fc98415c52.txt b/cisco_aci/tests/fixtures/fabric/a877f9e9879ecdaa74fc10fc98415c52.txt
deleted file mode 100644
index ba6d6db4d53c3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a877f9e9879ecdaa74fc10fc98415c52.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/a963fd19c5b939826f17e98795384741.txt b/cisco_aci/tests/fixtures/fabric/a963fd19c5b939826f17e98795384741.txt
deleted file mode 100644
index 093e19154d0dc..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/a963fd19c5b939826f17e98795384741.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/aba44ad31223120a0872b33766d856ce.txt b/cisco_aci/tests/fixtures/fabric/aba44ad31223120a0872b33766d856ce.txt
deleted file mode 100644
index 065c88144a105..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/aba44ad31223120a0872b33766d856ce.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/abc6410c7411348968803d071541ee3a.txt b/cisco_aci/tests/fixtures/fabric/abc6410c7411348968803d071541ee3a.txt
deleted file mode 100644
index 823e735fe23be..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/abc6410c7411348968803d071541ee3a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/af35b36a7ed1c5d3e9e64370e779b819.txt b/cisco_aci/tests/fixtures/fabric/af35b36a7ed1c5d3e9e64370e779b819.txt
deleted file mode 100644
index 09a0da7a3cd7f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/af35b36a7ed1c5d3e9e64370e779b819.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b30e959f0d5f3cae611efc62b4430292.txt b/cisco_aci/tests/fixtures/fabric/b30e959f0d5f3cae611efc62b4430292.txt
deleted file mode 100644
index a701655df619c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b30e959f0d5f3cae611efc62b4430292.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b4e10262ba44c169d8ccf61afa3d383f.txt b/cisco_aci/tests/fixtures/fabric/b4e10262ba44c169d8ccf61afa3d383f.txt
deleted file mode 100644
index 289e5aefc039e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b4e10262ba44c169d8ccf61afa3d383f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b646eabab7c416db0d772469d9950511.txt b/cisco_aci/tests/fixtures/fabric/b646eabab7c416db0d772469d9950511.txt
deleted file mode 100644
index 67516a2630350..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b646eabab7c416db0d772469d9950511.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b7ca7e3bf57d9bd268742155051c4b81.txt b/cisco_aci/tests/fixtures/fabric/b7ca7e3bf57d9bd268742155051c4b81.txt
deleted file mode 100644
index fa39ab3697baa..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b7ca7e3bf57d9bd268742155051c4b81.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b85c3cc6bc8a0c9e6bb6c1d94e7882a1.txt b/cisco_aci/tests/fixtures/fabric/b85c3cc6bc8a0c9e6bb6c1d94e7882a1.txt
deleted file mode 100644
index b250cf3c498fd..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b85c3cc6bc8a0c9e6bb6c1d94e7882a1.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/b890ec9099cd6dc146f1859adb8d0586.txt b/cisco_aci/tests/fixtures/fabric/b890ec9099cd6dc146f1859adb8d0586.txt
deleted file mode 100644
index bc8cf64a45354..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b890ec9099cd6dc146f1859adb8d0586.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/b8be72b08d60e236c85e568af0b0dfd2.txt b/cisco_aci/tests/fixtures/fabric/b8be72b08d60e236c85e568af0b0dfd2.txt
deleted file mode 100644
index a439faf437383..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b8be72b08d60e236c85e568af0b0dfd2.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/b9d166b082550a60bbf80eb3e32eb31f.txt b/cisco_aci/tests/fixtures/fabric/b9d166b082550a60bbf80eb3e32eb31f.txt
deleted file mode 100644
index c9da8e7b6719a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/b9d166b082550a60bbf80eb3e32eb31f.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/bdfb722fc02748dce7176d0ce8ea07de.txt b/cisco_aci/tests/fixtures/fabric/bdfb722fc02748dce7176d0ce8ea07de.txt
deleted file mode 100644
index 8311d12a4e2fc..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/bdfb722fc02748dce7176d0ce8ea07de.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/bf67a8207fd44dc95be472148a1eb188.txt b/cisco_aci/tests/fixtures/fabric/bf67a8207fd44dc95be472148a1eb188.txt
deleted file mode 100644
index 785b341d78117..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/bf67a8207fd44dc95be472148a1eb188.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c1c5a4fec41324e0699f6351e849f8d1.txt b/cisco_aci/tests/fixtures/fabric/c1c5a4fec41324e0699f6351e849f8d1.txt
deleted file mode 100644
index 1784ba7b4ffe9..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c1c5a4fec41324e0699f6351e849f8d1.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c223c78977aa96d4049f4a8263e315d6.txt b/cisco_aci/tests/fixtures/fabric/c223c78977aa96d4049f4a8263e315d6.txt
deleted file mode 100644
index 3f3105d91b050..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c223c78977aa96d4049f4a8263e315d6.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c25e699c9f757dc6b7fdd574ce49ba47.txt b/cisco_aci/tests/fixtures/fabric/c25e699c9f757dc6b7fdd574ce49ba47.txt
deleted file mode 100644
index f71b95b1065f3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c25e699c9f757dc6b7fdd574ce49ba47.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c38b59ed1668a70ac7769f1d05b27a60.txt b/cisco_aci/tests/fixtures/fabric/c38b59ed1668a70ac7769f1d05b27a60.txt
deleted file mode 100644
index c6f6472e67bfe..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c38b59ed1668a70ac7769f1d05b27a60.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c3f7c0e63cf5f80a48ab795595be3ab6.txt b/cisco_aci/tests/fixtures/fabric/c3f7c0e63cf5f80a48ab795595be3ab6.txt
deleted file mode 100644
index 05ff0af9525aa..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c3f7c0e63cf5f80a48ab795595be3ab6.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c5a11daf28c01cba3689a316fffc7d62.txt b/cisco_aci/tests/fixtures/fabric/c5a11daf28c01cba3689a316fffc7d62.txt
deleted file mode 100644
index 63e41a56b7549..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c5a11daf28c01cba3689a316fffc7d62.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c6e8ea2770d307b7ca729a3ae5f5f632.txt b/cisco_aci/tests/fixtures/fabric/c6e8ea2770d307b7ca729a3ae5f5f632.txt
deleted file mode 100644
index d172e93204ed5..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c6e8ea2770d307b7ca729a3ae5f5f632.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c6fd7a7101806f9cb68b3baa9bd0f82b.txt b/cisco_aci/tests/fixtures/fabric/c6fd7a7101806f9cb68b3baa9bd0f82b.txt
deleted file mode 100644
index b7d0b0c20978f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c6fd7a7101806f9cb68b3baa9bd0f82b.txt
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/c73e82f5cdc241fc509a0bbf6d4a7d51.txt b/cisco_aci/tests/fixtures/fabric/c73e82f5cdc241fc509a0bbf6d4a7d51.txt
deleted file mode 100644
index 71968b3a860e1..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c73e82f5cdc241fc509a0bbf6d4a7d51.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/c74287938370abba1fbb7deb6f1afcdc.txt b/cisco_aci/tests/fixtures/fabric/c74287938370abba1fbb7deb6f1afcdc.txt
deleted file mode 100644
index 0bb3035386a88..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/c74287938370abba1fbb7deb6f1afcdc.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cb1574172f451af88fc657b5b8326744.txt b/cisco_aci/tests/fixtures/fabric/cb1574172f451af88fc657b5b8326744.txt
deleted file mode 100644
index c7e757ffe0773..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cb1574172f451af88fc657b5b8326744.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/cb6b65dc75a49a5c7d504cded066672c.txt b/cisco_aci/tests/fixtures/fabric/cb6b65dc75a49a5c7d504cded066672c.txt
deleted file mode 100644
index 4c38e2dce0e33..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cb6b65dc75a49a5c7d504cded066672c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cc2f4768ee3a0e093c39baab2b83c2fb.txt b/cisco_aci/tests/fixtures/fabric/cc2f4768ee3a0e093c39baab2b83c2fb.txt
deleted file mode 100644
index 78ee53868c34f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cc2f4768ee3a0e093c39baab2b83c2fb.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cc3ee98ed21b0e4cf6d3057123981358.txt b/cisco_aci/tests/fixtures/fabric/cc3ee98ed21b0e4cf6d3057123981358.txt
deleted file mode 100644
index ac16678113136..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cc3ee98ed21b0e4cf6d3057123981358.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cd43fd4acdc63b1e3b80ca448f37d16d.txt b/cisco_aci/tests/fixtures/fabric/cd43fd4acdc63b1e3b80ca448f37d16d.txt
deleted file mode 100644
index 2e05d1fbe5ee4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cd43fd4acdc63b1e3b80ca448f37d16d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cd70f0e8083993b02aa97bfc482be3b3.txt b/cisco_aci/tests/fixtures/fabric/cd70f0e8083993b02aa97bfc482be3b3.txt
deleted file mode 100644
index 0a2f15c50fd83..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cd70f0e8083993b02aa97bfc482be3b3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cdcd9cfeee1cdb83883311d87c344b37.txt b/cisco_aci/tests/fixtures/fabric/cdcd9cfeee1cdb83883311d87c344b37.txt
deleted file mode 100644
index 8769391ea9ec4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cdcd9cfeee1cdb83883311d87c344b37.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cde31232e5ba774088e9615ce786f15a.txt b/cisco_aci/tests/fixtures/fabric/cde31232e5ba774088e9615ce786f15a.txt
deleted file mode 100644
index 6c9ac09a72d75..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cde31232e5ba774088e9615ce786f15a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/cf592a4e1c6399ebf0925f01a7b62651.txt b/cisco_aci/tests/fixtures/fabric/cf592a4e1c6399ebf0925f01a7b62651.txt
deleted file mode 100644
index 2ab714210c45c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/cf592a4e1c6399ebf0925f01a7b62651.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d1211059472f6ff3efb9087a3bf21008.txt b/cisco_aci/tests/fixtures/fabric/d1211059472f6ff3efb9087a3bf21008.txt
deleted file mode 100644
index 899ea579d9cc3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d1211059472f6ff3efb9087a3bf21008.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d1bfe6c0c336fa036de9d03b95eb7ea0.txt b/cisco_aci/tests/fixtures/fabric/d1bfe6c0c336fa036de9d03b95eb7ea0.txt
deleted file mode 100644
index ac8a862f6e583..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d1bfe6c0c336fa036de9d03b95eb7ea0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d24061eff4081cff59ca1a0ed7c5211f.txt b/cisco_aci/tests/fixtures/fabric/d24061eff4081cff59ca1a0ed7c5211f.txt
deleted file mode 100644
index 18644354fffc4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d24061eff4081cff59ca1a0ed7c5211f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d34ca8b96c40563f86078331b5f4934c.txt b/cisco_aci/tests/fixtures/fabric/d34ca8b96c40563f86078331b5f4934c.txt
deleted file mode 100644
index 7a6d83f479530..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d34ca8b96c40563f86078331b5f4934c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d4a55e02d7d0c4fcd81652d877df0644.txt b/cisco_aci/tests/fixtures/fabric/d4a55e02d7d0c4fcd81652d877df0644.txt
deleted file mode 100644
index 233bd794aa69f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d4a55e02d7d0c4fcd81652d877df0644.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d5a35efb3ba5f75ecebe87583ae42b02.txt b/cisco_aci/tests/fixtures/fabric/d5a35efb3ba5f75ecebe87583ae42b02.txt
deleted file mode 100644
index 6ee1bcc10581a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d5a35efb3ba5f75ecebe87583ae42b02.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d78862295dbba62424e4a45115e75601.txt b/cisco_aci/tests/fixtures/fabric/d78862295dbba62424e4a45115e75601.txt
deleted file mode 100644
index 92374433f1362..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d78862295dbba62424e4a45115e75601.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/d81771f6f4e30ed0e19fe858f1cfd66f.txt b/cisco_aci/tests/fixtures/fabric/d81771f6f4e30ed0e19fe858f1cfd66f.txt
deleted file mode 100644
index 7e8ad5dcedbb9..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d81771f6f4e30ed0e19fe858f1cfd66f.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d96de58612eb1a5189c57fddf11c3cbe.txt b/cisco_aci/tests/fixtures/fabric/d96de58612eb1a5189c57fddf11c3cbe.txt
deleted file mode 100644
index 348d87f521f79..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d96de58612eb1a5189c57fddf11c3cbe.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/d9f5892ce5f43fd4d40f87e8afbfc4e4.txt b/cisco_aci/tests/fixtures/fabric/d9f5892ce5f43fd4d40f87e8afbfc4e4.txt
deleted file mode 100644
index f5811016eaed2..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/d9f5892ce5f43fd4d40f87e8afbfc4e4.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/db0a80e48f616964614a911f537e20b3.txt b/cisco_aci/tests/fixtures/fabric/db0a80e48f616964614a911f537e20b3.txt
deleted file mode 100644
index 9fe939627eb01..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/db0a80e48f616964614a911f537e20b3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/db346582f606b821ac63d7c1de29de16.txt b/cisco_aci/tests/fixtures/fabric/db346582f606b821ac63d7c1de29de16.txt
deleted file mode 100644
index 268053722e576..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/db346582f606b821ac63d7c1de29de16.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/df7bc44413d19409a2dcca4b60b57eed.txt b/cisco_aci/tests/fixtures/fabric/df7bc44413d19409a2dcca4b60b57eed.txt
deleted file mode 100644
index 87e46b0e4998b..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/dfe2c1c8228116f9ab57f679177882a7.txt b/cisco_aci/tests/fixtures/fabric/dfe2c1c8228116f9ab57f679177882a7.txt
deleted file mode 100644
index 3e3dc317524cc..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/dfe2c1c8228116f9ab57f679177882a7.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e0c56f55dc3f88a472d08a66fca8a60c.txt b/cisco_aci/tests/fixtures/fabric/e0c56f55dc3f88a472d08a66fca8a60c.txt
deleted file mode 100644
index a16afc79973e2..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e0c56f55dc3f88a472d08a66fca8a60c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e12936b89bb76191abac20937042babc.txt b/cisco_aci/tests/fixtures/fabric/e12936b89bb76191abac20937042babc.txt
deleted file mode 100644
index 107970f87d541..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e12936b89bb76191abac20937042babc.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e22fde3e3e5bf37e4ad41c0227f7acd3.txt b/cisco_aci/tests/fixtures/fabric/e22fde3e3e5bf37e4ad41c0227f7acd3.txt
deleted file mode 100644
index 95a40575fd31a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e22fde3e3e5bf37e4ad41c0227f7acd3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e2b6ef195ca3ceb6a7985868b44b2cef.txt b/cisco_aci/tests/fixtures/fabric/e2b6ef195ca3ceb6a7985868b44b2cef.txt
deleted file mode 100644
index 0d307fea95d26..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e2b6ef195ca3ceb6a7985868b44b2cef.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e34c735548d6b28c0252cf2f0d4c620e.txt b/cisco_aci/tests/fixtures/fabric/e34c735548d6b28c0252cf2f0d4c620e.txt
deleted file mode 100644
index f680a0b6063b2..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e34c735548d6b28c0252cf2f0d4c620e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e35556d42f69f3c3d421893e9e0c4977.txt b/cisco_aci/tests/fixtures/fabric/e35556d42f69f3c3d421893e9e0c4977.txt
deleted file mode 100644
index 627933df1c201..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e35556d42f69f3c3d421893e9e0c4977.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e46224a7b610c68baa0798548c3a3f5c.txt b/cisco_aci/tests/fixtures/fabric/e46224a7b610c68baa0798548c3a3f5c.txt
deleted file mode 100644
index dc9d2e8336557..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e46224a7b610c68baa0798548c3a3f5c.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e49d0a6a4fdc04e0f72f244f7ffc2042.txt b/cisco_aci/tests/fixtures/fabric/e49d0a6a4fdc04e0f72f244f7ffc2042.txt
deleted file mode 100644
index 782f6ba836f7f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e49d0a6a4fdc04e0f72f244f7ffc2042.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e6d339c0b302f35694131b26366b563d.txt b/cisco_aci/tests/fixtures/fabric/e6d339c0b302f35694131b26366b563d.txt
deleted file mode 100644
index 588e1311fad41..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e6d339c0b302f35694131b26366b563d.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/e6d9d1020ebec6ede2399f9b379db3d9.txt b/cisco_aci/tests/fixtures/fabric/e6d9d1020ebec6ede2399f9b379db3d9.txt
deleted file mode 100644
index 24f50392f64ac..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/e6d9d1020ebec6ede2399f9b379db3d9.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/ea1adfb208ff0d3fbf46872302471c52.txt b/cisco_aci/tests/fixtures/fabric/ea1adfb208ff0d3fbf46872302471c52.txt
deleted file mode 100644
index 151bd3e30b203..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/ea1adfb208ff0d3fbf46872302471c52.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/ea3bdd6b0a08e2e5227bfc5e9bed1077.txt b/cisco_aci/tests/fixtures/fabric/ea3bdd6b0a08e2e5227bfc5e9bed1077.txt
deleted file mode 100644
index 67e13c8e0ecc3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/ea3bdd6b0a08e2e5227bfc5e9bed1077.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/eab07e7947c2a3a822aab248c6315f92.txt b/cisco_aci/tests/fixtures/fabric/eab07e7947c2a3a822aab248c6315f92.txt
deleted file mode 100644
index 94014c20a065d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/eab07e7947c2a3a822aab248c6315f92.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/eb0a60abd06c6c6888a3a0694d896d5e.txt b/cisco_aci/tests/fixtures/fabric/eb0a60abd06c6c6888a3a0694d896d5e.txt
deleted file mode 100644
index 23cb59c527d2c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/eb0a60abd06c6c6888a3a0694d896d5e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/ec245c6b5e68d4066b18b62d075de4d4.txt b/cisco_aci/tests/fixtures/fabric/ec245c6b5e68d4066b18b62d075de4d4.txt
deleted file mode 100644
index 9ee19b662dc3f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/ec245c6b5e68d4066b18b62d075de4d4.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/ed8eef187c28d9fcbd18ccecc91c91a3.txt b/cisco_aci/tests/fixtures/fabric/ed8eef187c28d9fcbd18ccecc91c91a3.txt
deleted file mode 100644
index 712360f938aaa..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/ed8eef187c28d9fcbd18ccecc91c91a3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/ee314e906f1b6a03c74f674941b6cec3.txt b/cisco_aci/tests/fixtures/fabric/ee314e906f1b6a03c74f674941b6cec3.txt
deleted file mode 100644
index 7ec9d20cbb5f4..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/ee314e906f1b6a03c74f674941b6cec3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f0ffa4dde0fe109c09872e7d49aeaae4.txt b/cisco_aci/tests/fixtures/fabric/f0ffa4dde0fe109c09872e7d49aeaae4.txt
deleted file mode 100644
index 0c95af3fd2ad5..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f0ffa4dde0fe109c09872e7d49aeaae4.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f1f6b387eccc300e566d32c3ef9ddec4.txt b/cisco_aci/tests/fixtures/fabric/f1f6b387eccc300e566d32c3ef9ddec4.txt
deleted file mode 100644
index a0c1b90a3a711..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f1f6b387eccc300e566d32c3ef9ddec4.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f23ec48bbe02711ef10ccc8a2addecdc.txt b/cisco_aci/tests/fixtures/fabric/f23ec48bbe02711ef10ccc8a2addecdc.txt
deleted file mode 100644
index 70d6bad08f6c0..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f23ec48bbe02711ef10ccc8a2addecdc.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f270e3e2b3ef7e0d23289842e7c5d845.txt b/cisco_aci/tests/fixtures/fabric/f270e3e2b3ef7e0d23289842e7c5d845.txt
deleted file mode 100644
index ea99b4ef99774..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f270e3e2b3ef7e0d23289842e7c5d845.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f27cb9cabd2f1b5198c03ebbd8c08551.txt b/cisco_aci/tests/fixtures/fabric/f27cb9cabd2f1b5198c03ebbd8c08551.txt
deleted file mode 100644
index 70840ff62b489..0000000000000
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diff --git a/cisco_aci/tests/fixtures/fabric/f3713df3a586908a3a11f4c356153519.txt b/cisco_aci/tests/fixtures/fabric/f3713df3a586908a3a11f4c356153519.txt
new file mode 100644
index 0000000000000..6a11461f5096e
--- /dev/null
+++ b/cisco_aci/tests/fixtures/fabric/f3713df3a586908a3a11f4c356153519.txt
@@ -0,0 +1,61 @@
+{
+    "totalCount": "1",
+    "imdata": [
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+                "attributes": {
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+                    "chassisIdT": "mac",
+                    "chassisIdV": "6a:00:21:1f:55:2a",
+                    "childAction": "",
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+                    "enCap": "",
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+                    "mgmtIp": "10.0.200.5",
+                    "mgmtPortMac": "unspecified",
+                    "modTs": "2024-09-12T06:51:52.580+00:00",
+                    "monPolDn": "uni/fabric/monfab-default",
+                    "name": "",
+                    "portDesc": "topology/pod-1/paths-201/pathep-[eth5/1]",
+                    "portIdT": "mac",
+                    "portIdV": "6a:00:21:1f:55:2a",
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+                    "stQual": "",
+                    "status": "",
+                    "sysDesc": "topology/pod-1/node-201",
+                    "sysName": "SP201",
+                    "ttl": "120"
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+        {
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+                    "chassisIdT": "mac",
+                    "chassisIdV": "6a:00:21:1f:55:2b",
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+                    "modTs": "2024-09-12T06:51:52.580+00:00",
+                    "monPolDn": "uni/fabric/monfab-default",
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+                    "stQual": "",
+                    "status": "",
+                    "sysDesc": "topology/pod-1/node-201",
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+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/f4481ba97383eecd355d3a0f330ec602.txt b/cisco_aci/tests/fixtures/fabric/f4481ba97383eecd355d3a0f330ec602.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f5c67861c26f888b77a114eb384fd7ed.txt b/cisco_aci/tests/fixtures/fabric/f5c67861c26f888b77a114eb384fd7ed.txt
deleted file mode 100644
index a7a7ae4e2779c..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f5c67861c26f888b77a114eb384fd7ed.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f6c27908c7e6dcd33e25d632dca2b731.txt b/cisco_aci/tests/fixtures/fabric/f6c27908c7e6dcd33e25d632dca2b731.txt
deleted file mode 100644
index 8e08edc69a64f..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f6c27908c7e6dcd33e25d632dca2b731.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f71145d337d6c9a9b241c1c976ced0d1.txt b/cisco_aci/tests/fixtures/fabric/f71145d337d6c9a9b241c1c976ced0d1.txt
deleted file mode 100644
index 1f72e5d6105d7..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f71145d337d6c9a9b241c1c976ced0d1.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f72ea212e66461d60982a0fac7c99ab0.txt b/cisco_aci/tests/fixtures/fabric/f72ea212e66461d60982a0fac7c99ab0.txt
deleted file mode 100644
index bc9b638c3ac25..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f72ea212e66461d60982a0fac7c99ab0.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f8396435d19e4f76835532db423436f3.txt b/cisco_aci/tests/fixtures/fabric/f8396435d19e4f76835532db423436f3.txt
deleted file mode 100644
index d041eb1e826a3..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f8396435d19e4f76835532db423436f3.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f89a2797577aa3b1e142529ca6c5046e.txt b/cisco_aci/tests/fixtures/fabric/f89a2797577aa3b1e142529ca6c5046e.txt
deleted file mode 100644
index b57f23b28900e..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f89a2797577aa3b1e142529ca6c5046e.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/f8af6ebf8a9008d3000693a7889edc55.txt b/cisco_aci/tests/fixtures/fabric/f8af6ebf8a9008d3000693a7889edc55.txt
deleted file mode 100644
index 15bf3d19c0217..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f8af6ebf8a9008d3000693a7889edc55.txt
+++ /dev/null
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diff --git a/cisco_aci/tests/fixtures/fabric/f8c5a7073ed0c40fe75c00bc5330863a.txt b/cisco_aci/tests/fixtures/fabric/f8c5a7073ed0c40fe75c00bc5330863a.txt
deleted file mode 100644
index 4fccaa5efa74d..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/f8c5a7073ed0c40fe75c00bc5330863a.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/fc340063f900f0d3e3b4f5517514d684.txt b/cisco_aci/tests/fixtures/fabric/fc340063f900f0d3e3b4f5517514d684.txt
deleted file mode 100644
index b9015591b628a..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/fc340063f900f0d3e3b4f5517514d684.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/fcda3e0d023bd6f48ace2d1007323cbd.txt b/cisco_aci/tests/fixtures/fabric/fcda3e0d023bd6f48ace2d1007323cbd.txt
deleted file mode 100644
index 3106f087db5e1..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/fcda3e0d023bd6f48ace2d1007323cbd.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/fd44e33bc853f309b9103d5d4ede35bb.txt b/cisco_aci/tests/fixtures/fabric/fd44e33bc853f309b9103d5d4ede35bb.txt
deleted file mode 100644
index f9a691ab4cdbd..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/fd44e33bc853f309b9103d5d4ede35bb.txt
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diff --git a/cisco_aci/tests/fixtures/fabric/fde05c4b654d2d8129c772cd5a20cbce.txt b/cisco_aci/tests/fixtures/fabric/fde05c4b654d2d8129c772cd5a20cbce.txt
new file mode 100644
index 0000000000000..f9130d07a41f8
--- /dev/null
+++ b/cisco_aci/tests/fixtures/fabric/fde05c4b654d2d8129c772cd5a20cbce.txt
@@ -0,0 +1,1009 @@
+{
+    "totalCount": "60",
+    "imdata": [
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+            "l1PhysIf": {
+                "attributes": {
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+                    "autoNeg": "on",
+                    "breakT": "nonbroken",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/1]",
+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth1/1",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer2",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
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+                    "modTs": "2024-09-30T18:28:47.344+00:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/infra/moninfra-default",
+                    "mtu": "9000",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
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+                    "usage": "discovery"
+                },
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+                                "bytesBase": "1670172467224",
+                                "bytesCum": "1670187404090",
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+                                "afdWredPer": "3511",
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+                                "afdWredSpct": "0",
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+                                "afdWredTrBase": "7170",
+                                "anyErrorAvg": "225",
+                                "anyErrorBase": "5635937",
+                                "anyErrorCum": "5636112",
+                                "anyErrorLast": "175",
+                                "anyErrorMax": "402",
+                                "anyErrorMin": "31",
+                                "anyErrorPer": "4052",
+                                "anyErrorRate": "22.506235",
+                                "anyErrorSpct": "0",
+                                "anyErrorThr": "",
+                                "anyErrorTr": "0",
+                                "anyErrorTrBase": "6774",
+                                "bufferAvg": "193",
+                                "bufferBase": "5624909",
+                                "bufferCum": "5624957",
+                                "bufferLast": "48",
+                                "bufferMax": "388",
+                                "bufferMin": "33",
+                                "bufferPer": "3476",
+                                "bufferRate": "19.306928",
+                                "bufferSpct": "0",
+                                "bufferThr": "rateHigh,rateWarn",
+                                "bufferTr": "0",
+                                "bufferTrBase": "6333",
+                                "childAction": "",
+                                "cnt": "18",
+                                "errorAvg": "236",
+                                "errorBase": "5616188",
+                                "errorCum": "5616218",
+                                "errorLast": "30",
+                                "errorMax": "404",
+                                "errorMin": "13",
+                                "errorPer": "4249",
+                                "errorRate": "23.600442",
+                                "errorSpct": "0",
+                                "errorThr": "rateHigh,rateWarn",
+                                "errorTr": "0",
+                                "errorTrBase": "6734",
+                                "lastCollOffset": "180",
+                                "modTs": "never",
+                                "repIntvEnd": "2024-10-03T21:03:00.963+00:00",
+                                "repIntvStart": "2024-10-03T21:00:00.924+00:00",
+                                "rn": "CDeqptEgrDropPkts5min",
+                                "status": ""
+                            }
+                        }
+                    },
+                    {
+                        "eqptEgrBytes5min": {
+                            "attributes": {
+                                "childAction": "",
+                                "cnt": "18",
+                                "floodAvg": "65786336",
+                                "floodBase": "1670244688775",
+                                "floodCum": "1670301584332",
+                                "floodLast": "56895557",
+                                "floodMax": "114445862",
+                                "floodMin": "16295463",
+                                "floodPer": "1184154050",
+                                "floodRate": "6577208.549259",
+                                "floodSpct": "0",
+                                "floodThr": "",
+                                "floodTr": "0",
+                                "floodTrBase": "1581739850",
+                                "lastCollOffset": "180",
+                                "modTs": "never",
+                                "multicastAvg": "60870148",
+                                "multicastBase": "1665988361857",
+                                "multicastCum": "1666025595868",
+                                "multicastLast": "37234011",
+                                "multicastMax": "110063937",
+                                "multicastMin": "12900933",
+                                "multicastPer": "1095662668",
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+                                "multicastRateAvg": "6085732.805759",
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+                                "multicastRateSpct": "0",
+                                "multicastRateThr": "",
+                                "multicastRateTr": "0.000000",
+                                "multicastRateTrBase": "4942183.231793",
+                                "multicastRateTtl": "109543190.503660",
+                                "multicastSpct": "0",
+                                "multicastThr": "",
+                                "multicastTr": "0",
+                                "multicastTrBase": "1482987482",
+                                "repIntvEnd": "2024-10-03T21:03:00.963+00:00",
+                                "repIntvStart": "2024-10-03T21:00:00.924+00:00",
+                                "rn": "CDeqptEgrBytes5min",
+                                "status": "",
+                                "unicastAvg": "72761138",
+                                "unicastBase": "1665925893351",
+                                "unicastCum": "1666001799571",
+                                "unicastLast": "75906220",
+                                "unicastMax": "113005522",
+                                "unicastMin": "28866612",
+                                "unicastPer": "1309700485",
+                                "unicastRate": "7274537.655730",
+                                "unicastRateAvg": "7274586.188921",
+                                "unicastRateLast": "7589104.179164",
+                                "unicastRateMax": "11299422.257774",
+                                "unicastRateMin": "2886083.983203",
+                                "unicastRateSpct": "0",
+                                "unicastRateThr": "",
+                                "unicastRateTr": "0.000000",
+                                "unicastRateTrBase": "6960544.083905",
+                                "unicastRateTtl": "130942551.400586",
+                                "unicastSpct": "0",
+                                "unicastThr": "",
+                                "unicastTr": "0",
+                                "unicastTrBase": "2088637230"
+                            }
+                        }
+                    },
+                    {
+                        "eqptIngrBytes5min": {
+                            "attributes": {
+                                "childAction": "",
+                                "cnt": "18",
+                                "floodAvg": "61423737",
+                                "floodBase": "1672368254284",
+                                "floodCum": "1672454392057",
+                                "floodLast": "86137773",
+                                "floodMax": "113986682",
+                                "floodMin": "21253418",
+                                "floodPer": "1105627275",
+                                "floodRate": "6141043.190642",
+                                "floodSpct": "0",
+                                "floodThr": "",
+                                "floodTr": "0",
+                                "floodTrBase": "1849954102",
+                                "lastCollOffset": "180",
+                                "modTs": "never",
+                                "multicastAvg": "68023379",
+                                "multicastBase": "1676325153379",
+                                "multicastCum": "1676380152464",
+                                "multicastLast": "54999085",
+                                "multicastMax": "106861695",
+                                "multicastMin": "36663667",
+                                "multicastPer": "1224420837",
+                                "multicastRate": "6800864.462700",
+                                "multicastRateAvg": "6800869.710422",
+                                "multicastRateLast": "5498808.738252",
+                                "multicastRateMax": "10684032.693461",
+                                "multicastRateMin": "3665633.573285",
+                                "multicastRateSpct": "0",
+                                "multicastRateThr": "",
+                                "multicastRateTr": "0.000000",
+                                "multicastRateTrBase": "6791136.488330",
+                                "multicastRateTtl": "122415654.787599",
+                                "multicastSpct": "0",
+                                "multicastThr": "",
+                                "multicastTr": "0",
+                                "multicastTrBase": "2037803223",
+                                "repIntvEnd": "2024-10-03T21:03:00.963+00:00",
+                                "repIntvStart": "2024-10-03T21:00:00.924+00:00",
+                                "rn": "CDeqptIngrBytes5min",
+                                "status": "",
+                                "unicastAvg": "57951293",
+                                "unicastBase": "1671409771544",
+                                "unicastCum": "1671433541603",
+                                "unicastLast": "23770059",
+                                "unicastMax": "112688371",
+                                "unicastMin": "10988594",
+                                "unicastPer": "1043123291",
+                                "unicastRate": "5793874.055066",
+                                "unicastRateAvg": "5793907.395474",
+                                "unicastRateLast": "2376530.593881",
+                                "unicastRateMax": "11265457.462761",
+                                "unicastRateMin": "1098639.672066",
+                                "unicastRateSpct": "0",
+                                "unicastRateThr": "",
+                                "unicastRateTr": "0.000000",
+                                "unicastRateTrBase": "6292623.055997",
+                                "unicastRateTtl": "104290333.118536",
+                                "unicastSpct": "0",
+                                "unicastThr": "",
+                                "unicastTr": "0",
+                                "unicastTrBase": "1888217777"
+                            }
+                        }
+                    },
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-09-30T18:29:06.986+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "up",
+                                "operStQual": "link-up",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        {
+            "l1PhysIf": {
+                "attributes": {
+                    "adminSt": "up",
+                    "autoNeg": "on",
+                    "breakT": "nonbroken",
+                    "brkoutMap": "none",
+                    "bw": "0",
+                    "childAction": "",
+                    "delay": "1",
+                    "descr": "",
+                    "dfeDelayMs": "0",
+                    "dn": "topology/pod-1/node-102/sys/phys-[eth1/3]",
+                    "dot1qEtherType": "0x8100",
+                    "emiRetrain": "disable",
+                    "enablePoap": "no",
+                    "ethpmCfgFailedBmp": "",
+                    "ethpmCfgFailedTs": "00:00:00:00.000",
+                    "ethpmCfgState": "0",
+                    "fcotChannelNumber": "Channel32",
+                    "fecMode": "inherit",
+                    "id": "eth1/3",
+                    "inhBw": "unspecified",
+                    "isReflectiveRelayCfgSupported": "Supported",
+                    "layer": "Layer2",
+                    "lcOwn": "local",
+                    "linkDebounce": "100",
+                    "linkFlapErrorMax": "30",
+                    "linkFlapErrorSeconds": "420",
+                    "linkLog": "default",
+                    "mdix": "auto",
+                    "medium": "broadcast",
+                    "modTs": "2024-09-30T18:28:47.344+00:00",
+                    "mode": "trunk",
+                    "monPolDn": "uni/infra/moninfra-default",
+                    "mtu": "9000",
+                    "name": "",
+                    "pathSDescr": "",
+                    "portPhyMediaType": "auto",
+                    "portT": "leaf",
+                    "prioFlowCtrl": "auto",
+                    "reflectiveRelayEn": "off",
+                    "routerMac": "not-applicable",
+                    "snmpTrapSt": "enable",
+                    "spanMode": "not-a-span-dest",
+                    "speed": "inherit",
+                    "status": "",
+                    "switchingSt": "disabled",
+                    "trunkLog": "default",
+                    "usage": "discovery"
+                },
+                "children": [
+                    {
+                        "ethpmPhysIf": {
+                            "attributes": {
+                                "accessVlan": "unknown",
+                                "allowedVlans": "",
+                                "backplaneMac": "00:00:00:00:00:00",
+                                "bundleBupId": "0",
+                                "bundleIndex": "unspecified",
+                                "cfgAccessVlan": "unknown",
+                                "cfgNativeVlan": "unknown",
+                                "childAction": "",
+                                "currErrIndex": "0",
+                                "diags": "none",
+                                "encap": "0",
+                                "errDisTimerRunning": "no",
+                                "errVlanStatusHt": "0",
+                                "errVlans": "",
+                                "hwBdId": "0",
+                                "hwResourceId": "0",
+                                "intfT": "phy",
+                                "iod": "0",
+                                "lastErrors": "8192",
+                                "lastLinkStChg": "1970-01-01T00:00:00.000+00:00",
+                                "media": "0",
+                                "modTs": "2024-09-30T18:15:26.566+00:00",
+                                "monPolDn": "uni/infra/moninfra-default",
+                                "nativeVlan": "unknown",
+                                "numOfSI": "0",
+                                "operBitset": "",
+                                "operDceMode": "off",
+                                "operDuplex": "auto",
+                                "operEEERxWkTime": "0",
+                                "operEEEState": "not-applicable",
+                                "operEEETxWkTime": "0",
+                                "operErrDisQual": "admin-down",
+                                "operFecMode": "inherit",
+                                "operFlowCtrl": "15",
+                                "operMdix": "auto",
+                                "operMode": "trunk",
+                                "operModeDetail": "trunk",
+                                "operPhyEnSt": "down",
+                                "operRouterMac": "00:00:00:00:00:00",
+                                "operSpeed": "inherit",
+                                "operSt": "down",
+                                "operStQual": "admin-down",
+                                "operStQualCode": "0",
+                                "operVlans": "",
+                                "osSum": "ok",
+                                "portCfgWaitFlags": "0",
+                                "primaryVlan": "unknown",
+                                "resetCtr": "0",
+                                "rn": "phys",
+                                "siList": "",
+                                "status": "",
+                                "txT": "unknown",
+                                "usage": "discovery",
+                                "userCfgdFlags": "0",
+                                "vdcId": "0"
+                            }
+                        }
+                    }
+                ]
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/fabric/fef4649d4fae961a0a5761ee30ab73f6.txt b/cisco_aci/tests/fixtures/fabric/fef4649d4fae961a0a5761ee30ab73f6.txt
deleted file mode 100644
index a25fb064e6db2..0000000000000
--- a/cisco_aci/tests/fixtures/fabric/fef4649d4fae961a0a5761ee30ab73f6.txt
+++ /dev/null
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\ No newline at end of file
diff --git a/cisco_aci/tests/fixtures/metadata.py b/cisco_aci/tests/fixtures/metadata.py
index 0052b27c5448e..fa93687a52fec 100644
--- a/cisco_aci/tests/fixtures/metadata.py
+++ b/cisco_aci/tests/fixtures/metadata.py
@@ -30,7 +30,6 @@
         ],
         'ip_address': '10.0.200.0',
         'model': 'N9K-C93180YC-FX',
-        'fabric_st': 'active',
         'name': 'leaf101',
         'serial_number': 'FDO20440TS1',
         'status': 1,
@@ -62,76 +61,12 @@
         ],
         'ip_address': '10.0.200.1',
         'model': 'N9K-C93180YC-FX',
-        'fabric_st': 'active',
         'name': 'leaf102',
         'serial_number': 'FDO20510HCA',
         'status': 1,
         'vendor': 'cisco',
         'version': '',
     },
-    {
-        'id': 'default:10.0.200.2',
-        'id_tags': [
-            'device_ip:10.0.200.2',
-            'device_namespace:default',
-            'device_hostname:spine202',
-            'device_id:default:10.0.200.2',
-        ],
-        'integration': 'cisco-aci',
-        'device_type': 'switch',
-        'tags': [
-            'device_vendor:cisco',
-            'source:cisco-aci',
-            'switch_role:spine',
-            'apic_role:spine',
-            'node_id:202',
-            'fabric_state:active',
-            'fabric_pod_id:1',
-            'device_ip:10.0.200.2',
-            'device_namespace:default',
-            'device_hostname:spine202',
-            'device_id:default:10.0.200.2',
-        ],
-        'ip_address': '10.0.200.2',
-        'model': 'N9K-C9336PQ',
-        'fabric_st': 'active',
-        'name': 'spine202',
-        'serial_number': 'SAL2014N5T7',
-        'status': 1,
-        'vendor': 'cisco',
-        'version': '',
-    },
-    {
-        'id': 'default:10.0.200.3',
-        'id_tags': [
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-        ],
-        'integration': 'cisco-aci',
-        'device_type': 'other',
-        'tags': [
-            'device_vendor:cisco',
-            'source:cisco-aci',
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'fabric_pod_id:1',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-        ],
-        'ip_address': '10.0.200.3',
-        'model': 'APIC-SERVER-M1',
-        'fabric_st': 'unknown',
-        'name': 'apic3',
-        'serial_number': 'FCH1927V11T',
-        'status': 2,
-        'vendor': 'cisco',
-        'version': 'A',
-    },
     {
         'id': 'default:10.0.200.4',
         'id_tags': [
@@ -156,10 +91,9 @@
         ],
         'ip_address': '10.0.200.4',
         'model': 'APIC-SERVER-M1',
-        'fabric_st': 'unknown',
         'name': 'apic1',
         'serial_number': 'FCH1928V0SL',
-        'status': 2,
+        'status': 1,
         'vendor': 'cisco',
         'version': 'A',
     },
@@ -188,127 +122,19 @@
         ],
         'ip_address': '10.0.200.5',
         'model': 'N9K-C9336PQ',
-        'fabric_st': 'active',
         'name': 'spine201',
         'serial_number': 'SAL2014N5U4',
         'status': 1,
         'vendor': 'cisco',
         'version': '',
     },
-    {
-        'id': 'default:10.0.200.6',
-        'id_tags': [
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-        ],
-        'integration': 'cisco-aci',
-        'device_type': 'other',
-        'tags': [
-            'device_vendor:cisco',
-            'source:cisco-aci',
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'fabric_pod_id:1',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-        ],
-        'ip_address': '10.0.200.6',
-        'model': 'APIC-SERVER-M1',
-        'fabric_st': 'unknown',
-        'name': 'apic2',
-        'serial_number': 'FCH1928V06Q',
-        'status': 2,
-        'vendor': 'cisco',
-        'version': 'A',
-    },
 ]
 
 INTERFACE_METADATA = [
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/43',
-        ],
-        'index': 43,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/43',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/44',
-        ],
-        'index': 44,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/44',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/45',
-        ],
-        'index': 45,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/45',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/46',
-        ],
-        'index': 46,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/46',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/47',
-        ],
-        'index': 47,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/47',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/48',
-        ],
-        'index': 48,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/48',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
+        'alias': 'eth1/1',
+        'raw_id': 'eth1/1',
         'device_id': 'default:10.0.200.0',
         'id_tags': [
             'interface:eth1/1',
@@ -322,6 +148,8 @@
     },
     {
         'admin_status': 1,
+        'alias': 'eth1/2',
+        'raw_id': 'eth1/2',
         'device_id': 'default:10.0.200.0',
         'id_tags': [
             'interface:eth1/2',
@@ -335,6 +163,8 @@
     },
     {
         'admin_status': 1,
+        'alias': 'eth1/3',
+        'raw_id': 'eth1/3',
         'device_id': 'default:10.0.200.0',
         'id_tags': [
             'interface:eth1/3',
@@ -343,2851 +173,161 @@
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
         'name': 'eth1/3',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/4',
-        ],
-        'index': 4,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/4',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/5',
-        ],
-        'index': 5,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/5',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/6',
-        ],
-        'index': 6,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/6',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/7',
-        ],
-        'index': 7,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/7',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/9',
-        ],
-        'index': 9,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/9',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/8',
-        ],
-        'index': 8,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/8',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/10',
-        ],
-        'index': 10,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/10',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/11',
-        ],
-        'index': 11,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/11',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/12',
-        ],
-        'index': 12,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/12',
-        'oper_status': 1,
-        'status': 'up',
+        'oper_status': 2,
+        'status': 'down',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth1/1',
+        'raw_id': 'eth1/1',
+        'device_id': 'default:10.0.200.1',
         'id_tags': [
-            'interface:eth1/13',
+            'interface:eth1/1',
         ],
-        'index': 13,
+        'index': 1,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/13',
+        'name': 'eth1/1',
         'oper_status': 1,
         'status': 'up',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth1/2',
+        'raw_id': 'eth1/2',
+        'device_id': 'default:10.0.200.1',
         'id_tags': [
-            'interface:eth1/14',
+            'interface:eth1/2',
         ],
-        'index': 14,
+        'index': 2,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/14',
+        'name': 'eth1/2',
         'oper_status': 1,
         'status': 'up',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth1/3',
+        'raw_id': 'eth1/3',
+        'device_id': 'default:10.0.200.1',
         'id_tags': [
-            'interface:eth1/15',
+            'interface:eth1/3',
         ],
-        'index': 15,
+        'index': 3,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/15',
-        'oper_status': 1,
-        'status': 'up',
+        'name': 'eth1/3',
+        'oper_status': 2,
+        'status': 'down',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth5/1',
+        'raw_id': 'eth5/1',
+        'device_id': 'default:10.0.200.5',
         'id_tags': [
-            'interface:eth1/16',
+            'interface:eth5/1',
         ],
-        'index': 16,
+        'index': 1,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/16',
+        'name': 'eth5/1',
         'oper_status': 1,
         'status': 'up',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth5/2',
+        'raw_id': 'eth5/2',
+        'device_id': 'default:10.0.200.5',
         'id_tags': [
-            'interface:eth1/17',
+            'interface:eth5/2',
         ],
-        'index': 17,
+        'index': 2,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/17',
+        'name': 'eth5/2',
         'oper_status': 1,
         'status': 'up',
     },
     {
         'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
+        'alias': 'eth7/1',
+        'raw_id': 'eth7/1',
+        'device_id': 'default:10.0.200.5',
         'id_tags': [
-            'interface:eth1/18',
+            'interface:eth7/1',
         ],
-        'index': 18,
+        'index': 1,
         'integration': 'cisco-aci',
         'mac_address': 'not-applicable',
-        'name': 'eth1/18',
-        'oper_status': 1,
-        'status': 'up',
+        'name': 'eth7/1',
+        'oper_status': 2,
+        'status': 'down',
     },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/19',
-        ],
-        'index': 19,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/19',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 2,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/20',
-        ],
-        'index': 20,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/20',
-        'oper_status': 1,
-        'status': 'down',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/21',
-        ],
-        'index': 21,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/21',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/22',
-        ],
-        'index': 22,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/22',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/23',
-        ],
-        'index': 23,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/23',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/24',
-        ],
-        'index': 24,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/24',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/25',
-        ],
-        'index': 25,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/25',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/26',
-        ],
-        'index': 26,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/26',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/27',
-        ],
-        'index': 27,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/27',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/28',
-        ],
-        'index': 28,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/28',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/29',
-        ],
-        'index': 29,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/29',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/30',
-        ],
-        'index': 30,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/30',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/31',
-        ],
-        'index': 31,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/31',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/32',
-        ],
-        'index': 32,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/32',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/33',
-        ],
-        'index': 33,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/33',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/34',
-        ],
-        'index': 34,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/34',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/35',
-        ],
-        'index': 35,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/35',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/36',
-        ],
-        'index': 36,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/36',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/37',
-        ],
-        'index': 37,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/37',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/38',
-        ],
-        'index': 38,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/38',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/39',
-        ],
-        'index': 39,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/39',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/40',
-        ],
-        'index': 40,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/40',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/41',
-        ],
-        'index': 41,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/41',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/42',
-        ],
-        'index': 42,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/42',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/43',
-        ],
-        'index': 43,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/43',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/44',
-        ],
-        'index': 44,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/44',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/45',
-        ],
-        'index': 45,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/45',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/46',
-        ],
-        'index': 46,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/46',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/47',
-        ],
-        'index': 47,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/47',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/48',
-        ],
-        'index': 48,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/48',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/49',
-        ],
-        'index': 49,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/49',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/50',
-        ],
-        'index': 50,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/50',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/51',
-        ],
-        'index': 51,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/51',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/52',
-        ],
-        'index': 52,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/52',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/53',
-        ],
-        'index': 53,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/53',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth1/54',
-        ],
-        'index': 54,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/54',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/1',
-        ],
-        'index': 1,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/1',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/2',
-        ],
-        'index': 2,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/2',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/3',
-        ],
-        'index': 3,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/3',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/4',
-        ],
-        'index': 4,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/4',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/5',
-        ],
-        'index': 5,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/5',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/6',
-        ],
-        'index': 6,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/6',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/7',
-        ],
-        'index': 7,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/7',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/8',
-        ],
-        'index': 8,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/8',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/9',
-        ],
-        'index': 9,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/9',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/10',
-        ],
-        'index': 10,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/10',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/11',
-        ],
-        'index': 11,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/11',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/12',
-        ],
-        'index': 12,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/12',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/13',
-        ],
-        'index': 13,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/13',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/14',
-        ],
-        'index': 14,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/14',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/15',
-        ],
-        'index': 15,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/15',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/16',
-        ],
-        'index': 16,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/16',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/17',
-        ],
-        'index': 17,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/17',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/18',
-        ],
-        'index': 18,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/18',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/19',
-        ],
-        'index': 19,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/19',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/20',
-        ],
-        'index': 20,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/20',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/21',
-        ],
-        'index': 21,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/21',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/22',
-        ],
-        'index': 22,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/22',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/23',
-        ],
-        'index': 23,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/23',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/24',
-        ],
-        'index': 24,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/24',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 25,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/25',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 26,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/26',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 27,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/27',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 28,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/28',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 29,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/29',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 30,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/30',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 31,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/31',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/32',
-        ],
-        'index': 32,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/32',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/33',
-        ],
-        'index': 33,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/33',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 34,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/34',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 35,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/35',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
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-        ],
-        'index': 36,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/36',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/37',
-        ],
-        'index': 37,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/37',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/38',
-        ],
-        'index': 38,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/38',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/39',
-        ],
-        'index': 39,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/39',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/40',
-        ],
-        'index': 40,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/40',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/41',
-        ],
-        'index': 41,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/41',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.0',
-        'id_tags': [
-            'interface:eth101/1/42',
-        ],
-        'index': 42,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth101/1/42',
-        'status': 'warning',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/33',
-        ],
-        'index': 33,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/33',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/34',
-        ],
-        'index': 34,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/34',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/35',
-        ],
-        'index': 35,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/35',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/36',
-        ],
-        'index': 36,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/36',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/37',
-        ],
-        'index': 37,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/37',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/38',
-        ],
-        'index': 38,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/38',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/39',
-        ],
-        'index': 39,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/39',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/40',
-        ],
-        'index': 40,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/40',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/41',
-        ],
-        'index': 41,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/41',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/42',
-        ],
-        'index': 42,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/42',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/43',
-        ],
-        'index': 43,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/43',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/44',
-        ],
-        'index': 44,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/44',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/45',
-        ],
-        'index': 45,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/45',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/46',
-        ],
-        'index': 46,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/46',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/47',
-        ],
-        'index': 47,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/47',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/48',
-        ],
-        'index': 48,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/48',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/49',
-        ],
-        'index': 49,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/49',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/50',
-        ],
-        'index': 50,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/50',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/51',
-        ],
-        'index': 51,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/51',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/52',
-        ],
-        'index': 52,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/52',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/53',
-        ],
-        'index': 53,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/53',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/54',
-        ],
-        'index': 54,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/54',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/1',
-        ],
-        'index': 1,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/1',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/2',
-        ],
-        'index': 2,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/2',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/3',
-        ],
-        'index': 3,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/3',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/4',
-        ],
-        'index': 4,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/4',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/15',
-        ],
-        'index': 15,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/15',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/16',
-        ],
-        'index': 16,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/16',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/17',
-        ],
-        'index': 17,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/17',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/18',
-        ],
-        'index': 18,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/18',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/5',
-        ],
-        'index': 5,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/5',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/6',
-        ],
-        'index': 6,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/6',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/7',
-        ],
-        'index': 7,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/7',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/8',
-        ],
-        'index': 8,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/8',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/9',
-        ],
-        'index': 9,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/9',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/10',
-        ],
-        'index': 10,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/10',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/11',
-        ],
-        'index': 11,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/11',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/12',
-        ],
-        'index': 12,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/12',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/13',
-        ],
-        'index': 13,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/13',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/14',
-        ],
-        'index': 14,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/14',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/20',
-        ],
-        'index': 20,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/20',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/19',
-        ],
-        'index': 19,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/19',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/21',
-        ],
-        'index': 21,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/21',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/22',
-        ],
-        'index': 22,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/22',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/23',
-        ],
-        'index': 23,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/23',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/24',
-        ],
-        'index': 24,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/24',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/25',
-        ],
-        'index': 25,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/25',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/26',
-        ],
-        'index': 26,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/26',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/27',
-        ],
-        'index': 27,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/27',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/28',
-        ],
-        'index': 28,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/28',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/29',
-        ],
-        'index': 29,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/29',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/30',
-        ],
-        'index': 30,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/30',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/31',
-        ],
-        'index': 31,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/31',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.1',
-        'id_tags': [
-            'interface:eth1/32',
-        ],
-        'index': 32,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/32',
-        'status': 'warning',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/33',
-        ],
-        'index': 33,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/33',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/34',
-        ],
-        'index': 34,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/34',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/35',
-        ],
-        'index': 35,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/35',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/36',
-        ],
-        'index': 36,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/36',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/1',
-        ],
-        'index': 1,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/1',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/2',
-        ],
-        'index': 2,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/2',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/3',
-        ],
-        'index': 3,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/3',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/4',
-        ],
-        'index': 4,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/4',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/5',
-        ],
-        'index': 5,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/5',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/6',
-        ],
-        'index': 6,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/6',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/7',
-        ],
-        'index': 7,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/7',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
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-        'id_tags': [
-            'interface:eth1/8',
-        ],
-        'index': 8,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/8',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/9',
-        ],
-        'index': 9,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/9',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/10',
-        ],
-        'index': 10,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/10',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/11',
-        ],
-        'index': 11,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/11',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/12',
-        ],
-        'index': 12,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/12',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/13',
-        ],
-        'index': 13,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/13',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/14',
-        ],
-        'index': 14,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/14',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/15',
-        ],
-        'index': 15,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/15',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/16',
-        ],
-        'index': 16,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/16',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/17',
-        ],
-        'index': 17,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/17',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/18',
-        ],
-        'index': 18,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/18',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/19',
-        ],
-        'index': 19,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/19',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/20',
-        ],
-        'index': 20,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/20',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/21',
-        ],
-        'index': 21,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/21',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/22',
-        ],
-        'index': 22,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/22',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/23',
-        ],
-        'index': 23,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/23',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/24',
-        ],
-        'index': 24,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/24',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/25',
-        ],
-        'index': 25,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/25',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/26',
-        ],
-        'index': 26,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/26',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/27',
-        ],
-        'index': 27,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/27',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/28',
-        ],
-        'index': 28,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/28',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/29',
-        ],
-        'index': 29,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/29',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/30',
-        ],
-        'index': 30,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/30',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/31',
-        ],
-        'index': 31,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/31',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.2',
-        'id_tags': [
-            'interface:eth1/32',
-        ],
-        'index': 32,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/32',
-        'status': 'warning',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
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-        ],
-        'index': 33,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/33',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
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-        ],
-        'index': 34,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/34',
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-        'status': 'up',
-    },
-    {
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-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
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-        ],
-        'index': 35,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/35',
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-        'status': 'up',
-    },
-    {
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-        'id_tags': [
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-        ],
-        'index': 36,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/36',
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-        'status': 'up',
-    },
-    {
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-        ],
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-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/1',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/2',
-        ],
-        'index': 2,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/2',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/3',
-        ],
-        'index': 3,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/3',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/4',
-        ],
-        'index': 4,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/4',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/5',
-        ],
-        'index': 5,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/5',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/6',
-        ],
-        'index': 6,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/6',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/7',
-        ],
-        'index': 7,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/7',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/8',
-        ],
-        'index': 8,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/8',
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-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/9',
-        ],
-        'index': 9,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/9',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/10',
-        ],
-        'index': 10,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/10',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/11',
-        ],
-        'index': 11,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/11',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/12',
-        ],
-        'index': 12,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/12',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/13',
-        ],
-        'index': 13,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/13',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/14',
-        ],
-        'index': 14,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/14',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/15',
-        ],
-        'index': 15,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/15',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/16',
-        ],
-        'index': 16,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/16',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/17',
-        ],
-        'index': 17,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/17',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/18',
-        ],
-        'index': 18,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/18',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/19',
-        ],
-        'index': 19,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/19',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/20',
-        ],
-        'index': 20,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/20',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/21',
-        ],
-        'index': 21,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/21',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/22',
-        ],
-        'index': 22,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/22',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/23',
-        ],
-        'index': 23,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/23',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/24',
-        ],
-        'index': 24,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/24',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/25',
-        ],
-        'index': 25,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/25',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/26',
-        ],
-        'index': 26,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/26',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/27',
-        ],
-        'index': 27,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/27',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/28',
-        ],
-        'index': 28,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/28',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/29',
-        ],
-        'index': 29,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/29',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/30',
-        ],
-        'index': 30,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/30',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/31',
-        ],
-        'index': 31,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/31',
-        'oper_status': 1,
-        'status': 'up',
-    },
-    {
-        'admin_status': 1,
-        'device_id': 'default:10.0.200.5',
-        'id_tags': [
-            'interface:eth1/32',
-        ],
-        'index': 32,
-        'integration': 'cisco-aci',
-        'mac_address': 'not-applicable',
-        'name': 'eth1/32',
-        'status': 'warning',
+]
+
+TOPOLOGY_LINK_METADATA = [
+    {
+        'id': 'default:10.0.200.0:cisco-aci-eth1/49.cisco-aci-eth5/1',
+        'local': {
+            'device': {
+                'dd_id': 'default:10.0.200.0',
+            },
+            'interface': {
+                'dd_id': 'default:10.0.200.0:cisco-aci-eth1/49',
+                'id': 'eth1/49',
+                'id_type': 'interface_name',
+            },
+        },
+        'remote': {
+            'device': {
+                'dd_id': 'default:10.0.200.5',
+                'description': 'topology/pod-1/node-201',
+                'id': '6a:00:21:1f:55:2a',
+                'id_type': 'mac',
+                'ip_address': '10.0.200.5',
+                'name': 'SP201',
+            },
+            'interface': {
+                'dd_id': 'default:10.0.200.5:cisco-aci-eth5/1',
+                'description': 'topology/pod-1/paths-201/pathep-[eth5/1]',
+                'id': '6a:00:21:1f:55:2a',
+                'id_type': 'mac_address',
+            },
+        },
+        'source_type': 'lldp',
+    },
+    {
+        'id': 'default:10.0.200.1:cisco-aci-eth1/49.cisco-aci-eth5/2',
+        'local': {
+            'device': {
+                'dd_id': 'default:10.0.200.1',
+            },
+            'interface': {
+                'dd_id': 'default:10.0.200.1:cisco-aci-eth1/49',
+                'id': 'eth1/49',
+                'id_type': 'interface_name',
+            },
+        },
+        'remote': {
+            'device': {
+                'dd_id': 'default:10.0.200.5',
+                'description': 'topology/pod-1/node-201',
+                'id': '6a:00:21:1f:55:2b',
+                'id_type': 'mac',
+                'ip_address': '10.0.200.5',
+                'name': 'SP201',
+            },
+            'interface': {
+                'dd_id': 'default:10.0.200.5:cisco-aci-eth5/2',
+                'description': 'topology/pod-1/paths-201/pathep-[eth5/2]',
+                'id': '6a:00:21:1f:55:2b',
+                'id_type': 'mac_address',
+            },
+        },
+        'source_type': 'lldp',
     },
 ]
 
@@ -3202,15 +342,8 @@
     NetworkDevicesMetadata(
         namespace='default',
         devices=DEVICE_METADATA,
-        interfaces=INTERFACE_METADATA[0:93],
-        collect_timestamp=MOCK_TIME_EPOCH,
-    ),
-    NetworkDevicesMetadata(
-        namespace='default', interfaces=INTERFACE_METADATA[93:193], collect_timestamp=MOCK_TIME_EPOCH
-    ),
-    NetworkDevicesMetadata(
-        namespace='default',
-        interfaces=INTERFACE_METADATA[193::],
+        interfaces=INTERFACE_METADATA,
+        links=TOPOLOGY_LINK_METADATA,
         collect_timestamp=MOCK_TIME_EPOCH,
-    ),
+    )
 ]
diff --git a/cisco_aci/tests/test_fabric.py b/cisco_aci/tests/test_fabric.py
index 9212901f4a8d5..6f3868715c9bd 100644
--- a/cisco_aci/tests/test_fabric.py
+++ b/cisco_aci/tests/test_fabric.py
@@ -14,6 +14,87 @@
     EXPECTED_METADATA_EVENTS,
 )
 
+node101 = '10.0.200.0'
+node102 = '10.0.200.1'
+node201 = '10.0.200.5'
+node1 = '10.0.200.4'
+
+hn101 = 'pod-1-node-101'
+hn102 = 'pod-1-node-102'
+hn201 = 'pod-1-node-201'
+hn1 = 'pod-1-node-1'
+
+device_hn101 = 'leaf101'
+device_hn102 = 'leaf102'
+device_hn201 = 'spine201'
+device_hn1 = 'apic1'
+
+namespace = 'default'
+
+node101_port1 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'
+node101_port2 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'
+node102_port1 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'
+node102_port2 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'
+node201_port1 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'
+node201_port2 = 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'
+
+device_tags_101 = [
+    'device_hostname:{}'.format(device_hn101),
+    'device_id:{}:{}'.format(namespace, node101),
+    'device_ip:{}'.format(node101),
+    'device_namespace:{}'.format(namespace),
+    'dd.internal.resource:ndm_device_user_tags:default:10.0.200.0',
+]
+device_tags_102 = [
+    'device_hostname:{}'.format(device_hn102),
+    'device_id:{}:{}'.format(namespace, node102),
+    'device_ip:{}'.format(node102),
+    'device_namespace:{}'.format(namespace),
+    'dd.internal.resource:ndm_device_user_tags:default:10.0.200.1',
+]
+device_tags_201 = [
+    'device_hostname:{}'.format(device_hn201),
+    'device_id:{}:{}'.format(namespace, node201),
+    'device_ip:{}'.format(node201),
+    'device_namespace:{}'.format(namespace),
+    'dd.internal.resource:ndm_device_user_tags:default:10.0.200.5',
+]
+device_tags_1 = [
+    'device_hostname:{}'.format(device_hn1),
+    'device_id:{}:{}'.format(namespace, node1),
+    'device_ip:{}'.format(node1),
+    'device_namespace:{}'.format(namespace),
+    'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
+]
+
+tags000 = ['cisco', 'project:cisco_aci', 'medium:broadcast', 'snmpTrapSt:enable', 'fabric_pod_id:1']
+tags101 = tags000 + ['node_id:101'] + device_tags_101
+tags102 = tags000 + ['node_id:102'] + device_tags_102
+tags201 = tags000 + ['node_id:201'] + device_tags_201
+tags = ['fabric_state:active', 'fabric_pod_id:1', 'cisco', 'project:cisco_aci']
+leaf101 = ['switch_role:leaf', 'apic_role:leaf', 'node_id:101']
+leaf102 = ['switch_role:leaf', 'apic_role:leaf', 'node_id:102']
+leaf201 = ['switch_role:spine', 'apic_role:spine', 'node_id:201']
+
+tagsleaf101 = tags + leaf101 + device_tags_101
+tagsleaf102 = tags + leaf102 + device_tags_102
+tagsspine201 = tags + leaf201 + device_tags_201
+tagsapic1 = [
+    'apic_role:controller',
+    'node_id:1',
+    'fabric_state:unknown',
+    'fabric_pod_id:1',
+    'cisco',
+    'project:cisco_aci',
+] + device_tags_1
+
+interface_tags_101_eth1 = tags101 + ['port:eth1/1', node101_port1]
+interface_tags_101_eth2 = tags101 + ['port:eth1/2', node101_port2]
+interface_tags_102_eth1 = tags102 + ['port:eth1/1', node102_port1]
+interface_tags_102_eth2 = tags102 + ['port:eth1/2', node102_port2]
+interface_tags_201_eth1 = tags201 + ['port:eth5/1', node201_port1]
+interface_tags_201_eth2 = tags201 + ['port:eth5/2', node201_port2]
+
 
 def test_fabric_mocked(aggregator):
     check = CiscoACICheck(common.CHECK_NAME, {}, [common.CONFIG_WITH_TAGS])
@@ -21,64 +102,6 @@ def test_fabric_mocked(aggregator):
     api.wrapper_factory = common.FakeFabricSessionWrapper
     check._api_cache[hash_mutable(common.CONFIG_WITH_TAGS)] = api
 
-    node101 = '10.0.200.0'
-    node102 = '10.0.200.1'
-    node201 = '10.0.200.5'
-    node202 = '10.0.200.2'
-    hn101 = 'pod-1-node-101'
-    hn102 = 'pod-1-node-102'
-    hn201 = 'pod-1-node-201'
-    hn202 = 'pod-1-node-202'
-    device_hn101 = 'leaf101'
-    device_hn102 = 'leaf102'
-    device_hn201 = 'spine201'
-    device_hn202 = 'spine202'
-    namespace = 'default'
-
-    device_tags_101 = [
-        'device_hostname:{}'.format(device_hn101),
-        'device_id:{}:{}'.format(namespace, node101),
-        'device_ip:{}'.format(node101),
-        'device_namespace:{}'.format(namespace),
-        'dd.internal.resource:ndm_device_user_tags:default:10.0.200.0',
-    ]
-    device_tags_102 = [
-        'device_hostname:{}'.format(device_hn102),
-        'device_id:{}:{}'.format(namespace, node102),
-        'device_ip:{}'.format(node102),
-        'device_namespace:{}'.format(namespace),
-        'dd.internal.resource:ndm_device_user_tags:default:10.0.200.1',
-    ]
-    device_tags_201 = [
-        'device_hostname:{}'.format(device_hn201),
-        'device_id:{}:{}'.format(namespace, node201),
-        'device_ip:{}'.format(node201),
-        'device_namespace:{}'.format(namespace),
-        'dd.internal.resource:ndm_device_user_tags:default:10.0.200.5',
-    ]
-    device_tags_202 = [
-        'device_hostname:{}'.format(device_hn202),
-        'device_id:{}:{}'.format(namespace, node202),
-        'device_ip:{}'.format(node202),
-        'device_namespace:{}'.format(namespace),
-        'dd.internal.resource:ndm_device_user_tags:default:10.0.200.2',
-    ]
-
-    tags000 = ['cisco', 'project:cisco_aci', 'medium:broadcast', 'snmpTrapSt:enable', 'fabric_pod_id:1']
-    tags101 = tags000 + ['node_id:101'] + device_tags_101
-    tags102 = tags000 + ['node_id:102'] + device_tags_102
-    tags201 = tags000 + ['node_id:201'] + device_tags_201
-    tags202 = tags000 + ['node_id:202'] + device_tags_202
-    tags = ['fabric_state:active', 'fabric_pod_id:1', 'cisco', 'project:cisco_aci']
-    leaf101 = ['switch_role:leaf', 'apic_role:leaf', 'node_id:101']
-    leaf102 = ['switch_role:leaf', 'apic_role:leaf', 'node_id:102']
-    leaf201 = ['switch_role:spine', 'apic_role:spine', 'node_id:201']
-    leaf202 = ['switch_role:spine', 'apic_role:spine', 'node_id:202']
-    tagsleaf101 = tags + leaf101 + device_tags_101
-    tagsleaf102 = tags + leaf102 + device_tags_102
-    tagsspine201 = tags + leaf201 + device_tags_201
-    tagsspine202 = tags + leaf202 + device_tags_202
-
     with freeze_time("2012-01-14 03:21:34"):
         check.check({})
 
@@ -90,7 +113,6 @@ def test_fabric_mocked(aggregator):
             'default:10.0.200.0': (device_hn101, hn101),
             'default:10.0.200.1': (device_hn102, hn102),
             'default:10.0.200.5': (device_hn201, hn201),
-            'default:10.0.200.2': (device_hn202, hn202),
         }
 
         for interface in EXPECTED_INTERFACE_METADATA:
@@ -106,1652 +128,304 @@ def test_fabric_mocked(aggregator):
                 'device_namespace:{}'.format(device_namespace),
                 'device_hostname:{}'.format(device_hn),
                 'device_id:{}'.format(interface.device_id),
-                'port.status:{}'.format(interface.status),
+                'status:{}'.format(interface.status),
                 'dd.internal.resource:ndm_device_user_tags:{}'.format(interface.device_id),
                 'dd.internal.resource:ndm_interface_user_tags:{}:{}'.format(interface.device_id, interface.index),
             ]
             aggregator.assert_metric('cisco_aci.fabric.port.status', value=1.0, tags=interface_tags, hostname=device_hn)
 
-    metric_name = 'cisco_aci.fabric.port.ingr_total.bytes.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=348576910448.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=261593756524.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=365920898157.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=184416736.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=538866383200.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2750448272939.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=40951085908.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375501844536591.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=861808554.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=6544736275.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=223494309988.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=213271610129.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=6088216934.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=310112731441.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=282986646729.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=163927500429.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=156170003637.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=484418669518.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=56557060354.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=843153621140.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=659049799003.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=816067993294.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=658681144561.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
+    ### Fabric Node Metrics ###
+    assert_fabric_node_cpu_avg(aggregator)
+    assert_fabric_node_cpu_idle_avg(aggregator)
+    assert_fabric_node_cpu_idle_max(aggregator)
+    assert_fabric_node_cpu_idle_min(aggregator)
+    assert_fabric_node_cpu_max(aggregator)
+    assert_fabric_node_cpu_min(aggregator)
+    assert_fabric_node_health_cur(aggregator)
+    assert_fabric_node_health_max(aggregator)
+    assert_fabric_node_health_min(aggregator)
+    assert_fabric_node_mem_avg(aggregator)
+    assert_fabric_node_mem_free_avg(aggregator)
+    assert_fabric_node_mem_free_max(aggregator)
+    assert_fabric_node_mem_free_min(aggregator)
+    assert_fabric_node_mem_max(aggregator)
+    assert_fabric_node_mem_min(aggregator)
+    assert_fabric_node_utilized(aggregator)
+
+    ### Fabric Port Metrics ###
+    assert_fabric_port_egr_metrics(aggregator)
+    assert_fabric_port_ingr_metrics(aggregator)
+
+    assert_check_metrics(aggregator)
 
-    metric_name = 'cisco_aci.fabric.node.cpu.idle.min'
-    aggregator.assert_metric(metric_name, value=83.786848, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=92.911296, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=86.315524, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=93.498803, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=85.685484, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=92.499371, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=86.347003, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=93.486493, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=85.575467, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=93.764988, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=85.712484, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=93.505349, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=86.685125, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=93.787802, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=85.80775, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=93.592331, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=86.875946, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=94.04867, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=85.712486, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=93.072061, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=86.072144, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=93.783102, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=85.889029, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=93.796495, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=64.258458, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=62.515851, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=61.886601, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=60.908168, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=63.308805, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=61.950724, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=64.70439, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=62.812022, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=64.88201, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=62.138141, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=65.337735, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=62.392077, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=59.512319, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=68.422392, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=59.588519, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=66.581892, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=59.29878, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=66.844242, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=59.42435, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=71.120142, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=60.621498, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=67.77891, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=60.925973, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=68.634969, tags=tagsspine201, hostname=hn201)
+    # Assert coverage for this check on this instance
+    aggregator.assert_all_metrics_covered()
 
-    metric_name = 'cisco_aci.fabric.node.mem.free.min'
-    aggregator.assert_metric(metric_name, value=13867492.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13928332.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=5512568.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=5445040.0, tags=tagsspine201, hostname=hn201)
+
+def assert_fabric_port_ingr_metrics(aggregator):
+    metric_name = 'cisco_aci.fabric.port.ingr_total.bytes.cum'
+    aggregator.assert_metric(metric_name, value=1675297119938.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=1671489933399.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=1672846899143.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=1670820627869.0, tags=interface_tags_102_eth2, hostname=hn102)
 
     metric_name = 'cisco_aci.fabric.port.ingr_bytes.flood'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=720.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1436.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=658.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=860.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1318.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
+    aggregator.assert_metric(metric_name, value=72037037.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=40530849.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95792629.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=86137773.0, tags=interface_tags_102_eth2, hostname=hn102)
 
     metric_name = 'cisco_aci.fabric.port.ingr_bytes.flood.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=94.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=188.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=94.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=128972.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=31161278.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14872.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=50788.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=17912.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3384.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2031662.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=539316624.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=976989777.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=368613954.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=702456503.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=218267390.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=94.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=188.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=38102122.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=39593148.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
+    aggregator.assert_metric(metric_name, value=1675362699996.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=1666006928703.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=1684600000562.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=1672454392057.0, tags=interface_tags_102_eth2, hostname=hn102)
 
-    metric_name = 'cisco_aci.fabric.node.health.cur'
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=98.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
+    metric_name = 'cisco_aci.fabric.port.ingr_bytes.multicast'
+    aggregator.assert_metric(name=metric_name, value=52378511.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=65700640.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=11168323.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=54999085.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=58960634.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=85858244.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_bytes.multicast.cum'
+    aggregator.assert_metric(name=metric_name, value=1683545926517.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670381374528.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1660441184789.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1676380152464.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=89806584162.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=90202911073.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_bytes.unicast'
+    aggregator.assert_metric(name=metric_name, value=50443812.0, tags=interface_tags_101_eth1, hostname=hn101),
+    aggregator.assert_metric(name=metric_name, value=70147142.0, tags=interface_tags_101_eth2, hostname=hn101),
+    aggregator.assert_metric(name=metric_name, value=32704715.0, tags=interface_tags_102_eth1, hostname=hn102),
+    aggregator.assert_metric(name=metric_name, value=23770059.0, tags=interface_tags_102_eth2, hostname=hn102),
+    aggregator.assert_metric(name=metric_name, value=105702610.0, tags=interface_tags_201_eth1, hostname=hn201),
+    aggregator.assert_metric(name=metric_name, value=29485355.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_bytes.unicast.cum'
+    aggregator.assert_metric(name=metric_name, value=1675139222191.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1672360868187.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670246291096.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1671433541603.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=91884083475.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=89489460623.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_total.bytes.rate'
+    aggregator.assert_metric(name=metric_name, value=6956222.344972, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5982729.140943, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=6364450.663467, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=6306235.087953, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=6856048.66832, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=8136970.057186, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_total.pkts'
+    aggregator.assert_metric(name=metric_name, value=6134790.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=9417736.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1283587.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=2523746.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=4395152.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=8179023.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.ingr_total.pkts.rate'
+    aggregator.assert_metric(name=metric_name, value=668161.02377, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=535540.893299, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=659485.489255, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=539835.180155, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=663144.955211, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=491355.434696, tags=interface_tags_201_eth2, hostname=hn201)
+
+
+def assert_fabric_port_egr_metrics(aggregator):
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.flood'
+    aggregator.assert_metric(name=metric_name, value=104004695.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=56064447.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=104445269.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=56895557.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=113990420.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=94615739.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.flood.cum'
+    aggregator.assert_metric(name=metric_name, value=1676377889535.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670589187638.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1679981059227.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1670301584332.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=92087744539.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=90271151687.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.multicast'
+    aggregator.assert_metric(name=metric_name, value=71889611.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=106111131.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=27578882.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=37234011.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=34219648.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=13281532.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.multicast.cum'
+    aggregator.assert_metric(name=metric_name, value=1680127522943.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1676144173003.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1676466708628.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1666025595868.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=89826571867.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=91603890026.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.unicast'
+    aggregator.assert_metric(name=metric_name, value=72418019.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=73098992.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=20751017.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=75906220.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=107694686.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=83932303.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_bytes.unicast.cum'
+    aggregator.assert_metric(name=metric_name, value=1670890020444.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670549333856.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670486675842.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1666001799571.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=90218859190.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=89849409871.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.buffer'
+    aggregator.assert_metric(name=metric_name, value=270.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=47.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=53.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=48.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=79.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=212.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.buffer.cum'
+    aggregator.assert_metric(name=metric_name, value=5642170.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5627840.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5635225.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=5624957.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=309747.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=316071.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.errors'
+    aggregator.assert_metric(name=metric_name, value=5628789.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5620169.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5603128.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=5616188.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=300591.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=304779.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_total.bytes.cum'
+    aggregator.assert_metric(name=metric_name, value=1675133556076.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1666659548273.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=1670187404090.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=1675540544688.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=88024859871.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=91306228204.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_total.bytes.rate'
+    aggregator.assert_metric(name=metric_name, value=5912983.438726, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=4571615.606489, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=5993816.23426, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=6111042.629652, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=7441353.135248, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=5641867.661761, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_total.pkts'
+    aggregator.assert_metric(name=metric_name, value=4276778.0, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=6653961.0, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=6550971.0, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=2521895.0, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=617161.0, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=10110431.0, tags=interface_tags_201_eth2, hostname=hn201)
+
+    metric_name = 'cisco_aci.fabric.port.egr_total.pkts.rate'
+    aggregator.assert_metric(name=metric_name, value=544477.282611, tags=interface_tags_101_eth1, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=522656.617261, tags=interface_tags_101_eth2, hostname=hn101)
+    aggregator.assert_metric(name=metric_name, value=644033.870439, tags=interface_tags_102_eth1, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=561897.727715, tags=interface_tags_102_eth2, hostname=hn102)
+    aggregator.assert_metric(name=metric_name, value=481008.637927, tags=interface_tags_201_eth1, hostname=hn201)
+    aggregator.assert_metric(name=metric_name, value=609451.091738, tags=interface_tags_201_eth2, hostname=hn201)
+
+
+def assert_fabric_node_cpu_avg(aggregator):
+    metric_name = 'cisco_aci.fabric.node.cpu.avg'
+    aggregator.assert_metric(metric_name, value=5.099699999999999, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.6183149999999955, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.986987999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.5842289999999934, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=5.004906000000005, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.652297000000004, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.986576999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.6488959999999935, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=5.079667000000001, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.514444999999995, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=5.043931999999998, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.568399999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=4.930536000000004, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.497870000000006, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.910968999999994, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.510873000000004, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.940123999999997, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.563612000000006, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.955282999999994, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.540270000000007, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=5.002808999999999, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.462749000000002, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.969452000000004, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=4.465964999999997, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=19.234358, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.76097, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=19.010105999999993, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.649265, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=18.986099999999993, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.444975, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=19.101067999999998, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.846044000000006, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=18.921163000000007, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.827544000000003, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=19.068934999999996, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=17.649720000000002, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=10.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_cpu_idle_avg(aggregator):
+    metric_name = 'cisco_aci.fabric.node.cpu.idle.avg'
+    aggregator.assert_metric(metric_name, value=94.9003, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.381685, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.013012, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.415771, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=94.995094, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.347703, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.013423, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.351104, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=94.920333, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.485555, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=94.956068, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.4316, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=95.069464, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.50213, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.089031, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.489127, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.059876, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.436388, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.044717, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.45973, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=94.997191, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.537251, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.030548, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=95.534035, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=80.765642, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.23903, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=80.989894, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.350735, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=81.0139, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.555025, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=80.898932, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.153956, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=81.078837, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.172456, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=80.931065, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=82.35028, tags=tagsspine201, hostname=hn201)
 
+
+def assert_fabric_node_cpu_idle_max(aggregator):
     metric_name = 'cisco_aci.fabric.node.cpu.idle.max'
     aggregator.assert_metric(metric_name, value=96.391948, tags=tagsleaf101, hostname=hn101)
     aggregator.assert_metric(metric_name, value=96.448433, tags=tagsleaf101, hostname=hn101)
@@ -1777,18 +451,6 @@ def test_fabric_mocked(aggregator):
     aggregator.assert_metric(metric_name, value=96.611027, tags=tagsleaf102, hostname=hn102)
     aggregator.assert_metric(metric_name, value=96.499874, tags=tagsleaf102, hostname=hn102)
     aggregator.assert_metric(metric_name, value=96.529531, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=87.864078, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.677846, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=88.166284, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.827858, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.962012, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.770701, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.831633, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.984694, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.719745, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=88.017374, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=87.965324, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=88.035714, tags=tagsspine202, hostname=hn202)
     aggregator.assert_metric(metric_name, value=88.118307, tags=tagsspine201, hostname=hn201)
     aggregator.assert_metric(metric_name, value=87.630706, tags=tagsspine201, hostname=hn201)
     aggregator.assert_metric(metric_name, value=88.107417, tags=tagsspine201, hostname=hn201)
@@ -1802,15960 +464,202 @@ def test_fabric_mocked(aggregator):
     aggregator.assert_metric(metric_name, value=88.002047, tags=tagsspine201, hostname=hn201)
     aggregator.assert_metric(metric_name, value=87.982613, tags=tagsspine201, hostname=hn201)
 
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.multicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1884382.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=98284267.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3672.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=100145009.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=855.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5652770907.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2224410566.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3865435435.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4030471655.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_total.pkts.rate'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.03,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.03,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=360.595,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.014286,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.014286,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3.690476,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=300929.061905,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.02381,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7275.066667,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.014286,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.047619,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.12381,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.234783,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=480.665217,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=76.082609,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=317.378261,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.05,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.777778,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=314.181481,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=259.740741,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=535.933333,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=480.72963,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.033333,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.018519,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.017857,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3.196429,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.025,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.014286,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.017857,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.014286,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.046429,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=295.413809,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=92.93851,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=246.675923,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=332.215125,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.fault_counter.warn'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/51', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:51'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/52', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:52'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/53', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:53'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/54', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:54'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:34'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:35'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:36'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:37'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:38'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:39'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:40'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:41'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:42'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:43'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:44'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:45'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:46'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:47'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/51', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:51'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/52', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:52'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/53', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:53'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/54', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:54'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:16'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:18'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:13'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:14'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:20'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:19'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:21'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:22'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:23'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:24'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:25'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:26'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:27'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:28'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:29'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:30'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:31'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:32'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:33'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:34'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:35'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:36'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:3'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:4'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:5'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:6'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:7'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:8'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:9'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:10'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:11'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:12'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:13'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:14'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:15'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:16'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:17'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:18'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:19'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:20'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:21'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:22'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:23'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:24'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:25'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:26'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:27'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:28'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:29'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:30'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:31'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:32'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:33'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:34'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:35'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:36'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:3'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:4'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:5'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:6'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:7'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:8'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:9'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:10'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:11'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:12'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:13'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:14'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:15'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:16'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:17'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:18'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:19'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:20'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:21'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:22'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:23'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:24'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:25'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:26'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:27'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:28'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:29'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:30'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:31'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:32'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.cpu.avg'
-    aggregator.assert_metric(metric_name, value=5.099699999999999, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.6183149999999955, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.986987999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.5842289999999934, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=5.004906000000005, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.652297000000004, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.986576999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.6488959999999935, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=5.079667000000001, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.514444999999995, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=5.043931999999998, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.568399999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=4.930536000000004, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.497870000000006, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.910968999999994, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.510873000000004, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.940123999999997, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.563612000000006, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.955282999999994, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.540270000000007, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=5.002808999999999, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.462749000000002, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.969452000000004, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=4.465964999999997, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=17.815427, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=19.114099999999993, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=17.931529999999995, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=18.983119000000002, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=17.880464000000003, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=18.782194000000004, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=17.751796999999996, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=19.094292999999993, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=17.698178999999996, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=19.134788999999998, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=17.725645999999998, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=19.067124000000007, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=4.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=19.234358, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.76097, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=19.010105999999993, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.649265, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=18.986099999999993, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.444975, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=19.101067999999998, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.846044000000006, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=18.921163000000007, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.827544000000003, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=19.068934999999996, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=17.649720000000002, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=8.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.multicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236383592.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236450478.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=547520.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=287182563.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=21312.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=318246201.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=18204.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4488.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236423309.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=446236358.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1466364460.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1133167391.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=445946184.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1195355049.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1558331294.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236470350.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236534244.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=549032.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=127544.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=280084025.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=278551439.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=829143147.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3015349024.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2484948057.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1005106879.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.multicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236383592.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236450478.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=547520.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=287182563.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=21312.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=318246201.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=18204.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4488.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236423309.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=446236358.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1466364460.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1133167391.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=445946184.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1195355049.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1558331294.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236470350.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=236534244.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=549032.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=127544.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=280084025.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=278551439.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=829143147.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3015349024.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2484948057.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1005106879.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.cpu.max'
-    aggregator.assert_metric(metric_name, value=3.6080520000000007, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.5515670000000057, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.6742420000000067, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.5998479999999944, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.612936000000005, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.564656999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.603033999999994, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.617963000000003, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.7074400000000054, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.636823000000007, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.5678139999999985, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.635904999999994, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=3.336716999999993, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.4870499999999964, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.4300130000000024, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.385548, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.498800000000003, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.5096580000000017, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.5543229999999966, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.5371399999999937, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.547083999999998, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.388972999999993, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.5001259999999945, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=3.4704689999999943, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=12.135921999999994, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.322153999999998, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=11.833715999999995, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.172141999999994, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.037987999999999, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.229298999999997, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.168367000000003, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.015305999999995, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.280254999999997, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=11.982625999999996, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=12.034676000000005, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=11.964286000000001, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=7.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=11.881692999999999, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=12.369293999999996, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.892583000000002, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.806616000000005, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.635621, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.815635, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.728710000000007, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=12.096569000000002, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.489253000000005, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.755685999999997, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=11.997952999999995, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=12.017387, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=11.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.node.mem.avg'
-    aggregator.assert_metric(metric_name, value=10559963.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=10491187.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=10747828.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=37859173.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=43008145.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=10814699.0, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=34463186.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.multicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1884382.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=98284267.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3672.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=100145009.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=855.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5652770907.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2224410566.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3865435435.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4030471655.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.unicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=370475792067.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=263131271762.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=342315261222.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=242134018.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=344482735664.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375462007802685.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=72584223945.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2717547044839.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30785612.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122270987.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=913331247.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1918138777.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=77293415849.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=330426792155.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=302746138922.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=62665015.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=222183688736.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=212143547054.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=134113229564.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=203653209556.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=91067116.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238624.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7077.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238908.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10568776.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=531249211611.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=172484213872.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30565216.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780750.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780464.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=689750718034.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=843245090540.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=694427252279.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=808249335135.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.capacity.apic.fabric_node.utilized'
-    aggregator.assert_metric(metric_name, value=0.0, tags=['cisco', 'project:cisco_aci'], hostname='')
-
-    metric_name = 'cisco_aci.fabric.port.fault_counter.crit'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/51', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:51'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/52', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:52'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/53', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:53'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/54', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:54'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:34'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:35'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:36'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:37'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:38'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:39'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:40'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:41'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:42'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:43'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:44'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:45'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:46'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:47'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/51', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:51'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/52', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:52'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/53', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:53'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/54', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:54'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:16'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:18'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:13'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:14'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:20'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:19'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:21'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:22'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:23'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:24'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:25'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:26'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:27'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:28'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:29'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:30'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:31'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:32'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:33'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:34'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:35'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:36'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:3'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:4'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:5'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:6'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:7'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:8'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:9'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:10'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:11'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:12'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:13'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:14'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:15'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:16'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:17'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:18'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:19'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:20'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:21'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:22'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:23'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:24'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:25'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:26'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:27'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:28'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:29'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:30'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:31'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:32'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:33'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:34'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:35'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:36'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:3'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:4'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:5'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:6'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:7'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:8'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:9'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:10'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:11'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:12'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:13'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:14'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:15'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:16'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:17'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:18'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:19'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:20'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:21'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:22'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:23'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:24'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:25'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:26'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:27'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:28'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:29'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:30'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:31'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:32'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.mem.free.max'
-    aggregator.assert_metric(metric_name, value=13903716.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13975396.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=5531456.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=5480244.0, tags=tagsspine201, hostname=hn201)
-
-    metric_name = 'cisco_aci.fabric.node.health.min'
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=98.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
-
-    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.errors'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_total.bytes.rate'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=12.69,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=12.69,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=57725.02,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.057143,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.057143,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=905.104762,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=455461817.719048,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=854.752381,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=536243.27619,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.085714,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=18.252381,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=35.319048,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=294.643478,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=609002.547826,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=17891.591304,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=82382.26087,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=19.111538,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=76.155556,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=43222.107407,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=44725.892593,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=91797.314815,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=127111.525926,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14.1,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5.259259,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5.071429,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=545.053571,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=797.571429,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.057143,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5.107143,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.085714,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=17.746429,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=41358.029538,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=21604.055876,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=42458.313431,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=89949.365917,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_total.pkts.rate'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=363.5,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.154545,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7641.245455,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.618182,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=310442.886364,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=127.525532,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=280.691304,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=244.494589,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=160.540741,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=89.862963,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=334.822222,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=401.2,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=583.388889,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3.353571,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.571429,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=61.586206,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=306.708934,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=312.642784,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=255.925206,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.unicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=348576910354.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=261593756336.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=365920898063.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=184287764.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=538835221922.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2750448258067.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=40951035120.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375501844518679.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=861805170.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=6542704613.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=222953108982.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=212196336085.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5719602980.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=309410271266.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=282668234330.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=163927500335.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=156170003449.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=484380566541.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=56517467206.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=837500850233.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=656825388437.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=812202557859.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=654650672906.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.mem.min'
-    aggregator.assert_metric(metric_name, value=10534296.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=10462616.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=10737028.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=37835708.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=42962460.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=10788240.0, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=34432104.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.node.mem.free.avg'
-    aggregator.assert_metric(metric_name, value=13878048.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13946824.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=5520655.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=5453784.0, tags=tagsspine201, hostname=hn201)
-
-    metric_name = 'cisco_aci.fabric.node.health.max'
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=98.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.unicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=370475792067.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=263131271762.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=342315261222.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=242134018.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=344482735664.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375462007802685.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=72584223945.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2717547044839.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30785612.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122270987.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=913331247.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1918138777.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=77293415849.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=330426792155.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=302746138922.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=62665015.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=222183688736.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=212143547054.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=134113229564.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=203653209556.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=91067116.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238624.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7077.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238908.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10568776.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=531249211611.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=172484213872.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30565216.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780750.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780464.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=689750718034.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=843245090540.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=694427252279.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=808249335135.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.buffer.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.cpu.min'
-    aggregator.assert_metric(metric_name, value=16.213151999999994, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=7.088704000000007, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13.684476000000004, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=6.501197000000005, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=14.314515999999998, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=7.5006290000000035, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13.652997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=6.513507000000004, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=14.424532999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=6.235011999999998, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=14.287515999999997, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=6.494651000000005, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=13.314875, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=6.212198000000001, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=14.192250000000001, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=6.4076689999999985, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=13.124054000000001, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=5.951329999999999, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=14.287514000000002, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=6.927938999999995, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=13.927856000000006, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=6.2168980000000005, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=14.110971000000006, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=6.203505000000007, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=35.741541999999995, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=37.484149, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=38.113399, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=39.091832, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=36.691195, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=38.049276, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=35.295609999999996, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=37.187978, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=35.117990000000006, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=37.861859, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=34.662265000000005, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=37.607923, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=3.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=40.487681, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=31.577607999999998, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=40.411481, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=33.418108000000004, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=40.70122, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=33.155758000000006, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=40.57565, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=28.879858, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=39.378502, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=32.221090000000004, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=39.074027, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=31.365031000000002, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=5.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_total.bytes.rate'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=90611.92381,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1434.072727,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=980405.281818,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=426.390909,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=470253298.663636,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=9446.706753,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=38348.052174,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=40133.308116,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=11900.614815,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=19401.951852,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=88043.459259,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=73281.118519,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=101114.177778,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=782.496429,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=364.992857,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10014.876235,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=42435.540018,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=85132.918634,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=43235.18282,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_total.pkts'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3191.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=40.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1601321.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=58421.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=16.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5494.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=804.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3117.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=6.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2475.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2224.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4491.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3611.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=42.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2990.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=900.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2516.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4159.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.mem.max'
-    aggregator.assert_metric(metric_name, value=10570520.0, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=10509680.0, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=10755916.0, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(
-        metric_name,
-        value=37901052.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:3',
-            'fabric_state:unknown',
-            'device_hostname:apic3',
-            'device_id:default:10.0.200.3',
-            'device_ip:10.0.200.3',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.3',
-        ],
-        hostname='pod-1-node-3',
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=43199760.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:1',
-            'fabric_state:unknown',
-            'device_hostname:apic1',
-            'device_id:default:10.0.200.4',
-            'device_ip:10.0.200.4',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.4',
-        ],
-        hostname='pod-1-node-1',
-    )
-    aggregator.assert_metric(metric_name, value=10823444.0, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(
-        metric_name,
-        value=34637280.0,
-        tags=[
-            'apic_role:controller',
-            'node_id:2',
-            'fabric_state:unknown',
-            'device_hostname:apic2',
-            'device_id:default:10.0.200.6',
-            'device_ip:10.0.200.6',
-            'device_namespace:default',
-            'fabric_pod_id:1',
-            'cisco',
-            'project:cisco_aci',
-            'dd.internal.resource:ndm_device_user_tags:default:10.0.200.6',
-        ],
-        hostname='pod-1-node-2',
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.flood'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_drop_pkts.buffer'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.flood.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3196.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3196.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1632.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3069384.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5334816.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=8725392.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3067140.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=826.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5323724.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2992.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2992.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1428.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.unicast.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=348576910354.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=261593756336.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=365920898063.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=184287764.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=538835221922.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2750448258067.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=40951035120.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375501844518679.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=861805170.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=6542704613.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=222953108982.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=212196336085.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5719602980.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=309410271266.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=282668234330.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=163927500335.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=156170003449.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=484380566541.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=56517467206.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=837500850233.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=656825388437.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=812202557859.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=654650672906.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.egr_total.bytes.cum'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=370712178855.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=263367725436.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=342315810374.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238340.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=242134018.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=344769918227.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2375462007823997.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=72902470146.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2717547063043.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30785612.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122270987.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4488.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1149754556.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1918138777.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=77742721591.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=331898491431.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=303888031705.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=511678339.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=223379044611.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=213707202072.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=134349702906.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=203889746792.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=91617576.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238624.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7077.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=14238908.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=10696320.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=531529295636.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=172762765311.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30565216.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780750.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=30780464.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=122246714.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=690579861181.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=846260439564.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=696912200336.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=809254442014.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.node.cpu.idle.avg'
-    aggregator.assert_metric(metric_name, value=94.9003, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.381685, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.013012, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.415771, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=94.995094, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.347703, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.013423, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.351104, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=94.920333, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.485555, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=94.956068, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.4316, tags=tagsleaf101, hostname=hn101)
-    aggregator.assert_metric(metric_name, value=95.069464, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.50213, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.089031, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.489127, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.059876, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.436388, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.044717, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.45973, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=94.997191, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.537251, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.030548, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=95.534035, tags=tagsleaf102, hostname=hn102)
-    aggregator.assert_metric(metric_name, value=82.184573, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=80.8859, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=82.06847, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=81.016881, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=82.119536, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=81.217806, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=82.248203, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=80.905707, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=82.301821, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=80.865211, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=82.274354, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=80.932876, tags=tagsspine202, hostname=hn202)
-    aggregator.assert_metric(metric_name, value=80.765642, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.23903, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=80.989894, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.350735, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=81.0139, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.555025, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=80.898932, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.153956, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=81.078837, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.172456, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=80.931065, tags=tagsspine201, hostname=hn201)
-    aggregator.assert_metric(metric_name, value=82.35028, tags=tagsspine201, hostname=hn201)
-
-    metric_name = 'cisco_aci.fabric.port.ingr_total.pkts'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3393.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=32.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=99534.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=5117425.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1076.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3046.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2657.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1306.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=978.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2400.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3240.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4750.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=33.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=9.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=594.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3043.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4105.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2440.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
-
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.multicast'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1942.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1861.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2104.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3024.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
 
-    metric_name = 'cisco_aci.fabric.port.ingr_bytes.unicast'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=631473.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4416.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=12005285.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=383.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7778795911.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=79624.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=481448.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=433572.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=96126.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=241147.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=453923.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=572700.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=830768.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3720.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=117645.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=393777.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1633496.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=368236.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
+def assert_fabric_node_cpu_idle_min(aggregator):
+    metric_name = 'cisco_aci.fabric.node.cpu.idle.min'
+    aggregator.assert_metric(metric_name, value=83.786848, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=92.911296, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=86.315524, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=93.498803, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=85.685484, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=92.499371, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=86.347003, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=93.486493, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=85.575467, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=93.764988, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=85.712484, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=93.505349, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=86.685125, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=93.787802, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=85.80775, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=93.592331, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=86.875946, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=94.04867, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=85.712486, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=93.072061, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=86.072144, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=93.783102, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=85.889029, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=93.796495, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=59.512319, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=68.422392, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=59.588519, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=66.581892, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=59.29878, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=66.844242, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=59.42435, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=71.120142, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=60.621498, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=67.77891, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=60.925973, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=68.634969, tags=tagsspine201, hostname=hn201)
 
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.unicast'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=511910.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=8533.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2398311184.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4593.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=4279557.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=425.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3692.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=7009700.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=189526.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=826893.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=425.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=347116.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=396212.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=758598.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=770134.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=423.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=3842.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=406856.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=260037.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=405394.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1661743.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
 
-    metric_name = 'cisco_aci.fabric.port.egr_bytes.multicast'
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/43', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:43'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/44', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:44'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/45', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:45'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/46', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:46'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/47', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:47'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=744.0,
-        tags=tags101 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:48'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=2004.0,
-        tags=tags101 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:49'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1432.0,
-        tags=tags101 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:50'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:1'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:2'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:3'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:4'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:5'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:6'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:7'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:8'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:9'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:10'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:11'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:12'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/13', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:13'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/14', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:14'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:15'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/16', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:16'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:17'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/18', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:18'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/19', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:19'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/20', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:20'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/21', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:21'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/22', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:22'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/23', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:23'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/24', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:24'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/25', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:25'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/26', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:26'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/27', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:27'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/28', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:28'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/29', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:29'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/30', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:30'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/31', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:31'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/32', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:32'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:33'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/34', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:34'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/35', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:35'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/36', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:36'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/37', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:37'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/38', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:38'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/39', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:39'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/40', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:40'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/41', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:41'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags101 + ['port:eth101/1/42', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.0:42'],
-        hostname=hn101,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/33', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:33'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=560.0,
-        tags=tags102 + ['port:eth1/48', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:48'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=864.0,
-        tags=tags102 + ['port:eth1/49', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:49'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1580.0,
-        tags=tags102 + ['port:eth1/50', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:50'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:1'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:2'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/3', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:3'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/4', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:4'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/15', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:15'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/17', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:17'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/5', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:5'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/6', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:6'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1318.0,
-        tags=tags102 + ['port:eth1/7', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:7'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/8', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:8'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/9', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:9'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/10', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:10'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/11', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:11'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=0.0,
-        tags=tags102 + ['port:eth1/12', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.1:12'],
-        hostname=hn102,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1006.0,
-        tags=tags202 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:1'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=896.0,
-        tags=tags202 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.2:2'],
-        hostname=hn202,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=1196.0,
-        tags=tags201 + ['port:eth1/1', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:1'],
-        hostname=hn201,
-    )
-    aggregator.assert_metric(
-        metric_name,
-        value=620.0,
-        tags=tags201 + ['port:eth1/2', 'dd.internal.resource:ndm_interface_user_tags:default:10.0.200.5:2'],
-        hostname=hn201,
-    )
+def assert_fabric_node_cpu_max(aggregator):
+    metric_name = 'cisco_aci.fabric.node.cpu.max'
+    aggregator.assert_metric(metric_name, value=3.6080520000000007, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.5515670000000057, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.6742420000000067, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.5998479999999944, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.612936000000005, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.564656999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.603033999999994, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.617963000000003, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.7074400000000054, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.636823000000007, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.5678139999999985, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.635904999999994, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=3.336716999999993, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.4870499999999964, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.4300130000000024, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.385548, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.498800000000003, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.5096580000000017, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.5543229999999966, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.5371399999999937, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.547083999999998, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.388972999999993, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.5001259999999945, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=3.4704689999999943, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=11.881692999999999, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=12.369293999999996, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.892583000000002, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.806616000000005, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.635621, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.815635, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.728710000000007, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=12.096569000000002, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.489253000000005, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.755685999999997, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=11.997952999999995, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=12.017387, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=14.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_cpu_min(aggregator):
+    metric_name = 'cisco_aci.fabric.node.cpu.min'
+    aggregator.assert_metric(metric_name, value=16.213151999999994, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=7.088704000000007, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13.684476000000004, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=6.501197000000005, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=14.314515999999998, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=7.5006290000000035, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13.652997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=6.513507000000004, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=14.424532999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=6.235011999999998, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=14.287515999999997, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=6.494651000000005, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13.314875, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=6.212198000000001, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=14.192250000000001, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=6.4076689999999985, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=13.124054000000001, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=5.951329999999999, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=14.287514000000002, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=6.927938999999995, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=13.927856000000006, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=6.2168980000000005, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=14.110971000000006, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=6.203505000000007, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=40.487681, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=31.577607999999998, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=40.411481, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=33.418108000000004, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=40.70122, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=33.155758000000006, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=40.57565, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=28.879858, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=39.378502, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=32.221090000000004, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=39.074027, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=31.365031000000002, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=10.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_health_cur(aggregator):
+    metric_name = 'cisco_aci.fabric.node.health.cur'
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_health_max(aggregator):
+    metric_name = 'cisco_aci.fabric.node.health.max'
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_health_min(aggregator):
+    metric_name = 'cisco_aci.fabric.node.health.min'
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=72.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=99.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_mem_avg(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.avg'
+    aggregator.assert_metric(metric_name, value=10559963.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=10491187.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=10814699.0, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=43008145.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_mem_free_avg(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.free.avg'
+    aggregator.assert_metric(metric_name, value=13878048.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13946824.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=5453784.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_mem_free_max(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.free.max'
+    aggregator.assert_metric(metric_name, value=13903716.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13975396.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=5480244.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_mem_free_min(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.free.min'
+    aggregator.assert_metric(metric_name, value=13867492.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=13928332.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=5445040.0, tags=tagsspine201, hostname=hn201)
+
+
+def assert_fabric_node_mem_max(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.max'
+    aggregator.assert_metric(metric_name, value=10570520.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=10509680.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=10823444.0, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=43199760.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_mem_min(aggregator):
+    metric_name = 'cisco_aci.fabric.node.mem.min'
+    aggregator.assert_metric(metric_name, value=10534296.0, tags=tagsleaf101, hostname=hn101)
+    aggregator.assert_metric(metric_name, value=10462616.0, tags=tagsleaf102, hostname=hn102)
+    aggregator.assert_metric(metric_name, value=10788240.0, tags=tagsspine201, hostname=hn201)
+    aggregator.assert_metric(metric_name, value=42962460.0, tags=tagsapic1, hostname=hn1)
+
+
+def assert_fabric_node_utilized(aggregator):
+    metric_name = 'cisco_aci.capacity.apic.fabric_node.utilized'
+    aggregator.assert_metric(metric_name, value=0.0, tags=['cisco', 'project:cisco_aci'], hostname='')
+
 
+def assert_check_metrics(aggregator):
     aggregator.assert_metric(
         'datadog.cisco_aci.check_interval', metric_type=aggregator.MONOTONIC_COUNT, count=1, tags=['cisco']
     )
     aggregator.assert_metric('datadog.cisco_aci.check_duration', metric_type=aggregator.GAUGE, count=1, tags=['cisco'])
-    # Assert coverage for this check on this instance
-    aggregator.assert_all_metrics_covered()
diff --git a/cisco_sdwan/README.md b/cisco_sdwan/README.md
index fa6194285587b..d50607744f24d 100644
--- a/cisco_sdwan/README.md
+++ b/cisco_sdwan/README.md
@@ -1,4 +1,3 @@
-<div class="alert alert-info">The Cisco SD-WAN NDM integration is in Preview.</div>
 
 # Agent Check: Cisco SD-WAN
 
@@ -8,7 +7,7 @@ The Cisco SD-WAN integration lets you monitor your Cisco SD-WAN environment with
 
 ## Setup
 
-**The Cisco SD-WAN NDM integration is in Beta and will not be billed until it is Generally Available.**
+**The Cisco SD-WAN NDM integration is in Preview and will not be billed until it is Generally Available.**
 
 Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
 
diff --git a/cisco_sdwan/assets/dashboards/cisco_sd-wan.json b/cisco_sdwan/assets/dashboards/cisco_sd-wan.json
index 2d12140c2eb0d..f25fa1ede3351 100644
--- a/cisco_sdwan/assets/dashboards/cisco_sd-wan.json
+++ b/cisco_sdwan/assets/dashboards/cisco_sd-wan.json
@@ -1850,6 +1850,456 @@
                 "x": 0,
                 "y": 26
             }
+        },
+        {
+            "definition": {
+                "background_color": "blue",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Applications",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "has_search_bar": "auto",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Latency",
+                                            "cell_display_mode": "number",
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_green",
+                                                    "value": 50
+                                                },
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_yellow",
+                                                    "value": 100
+                                                },
+                                                {
+                                                    "comparator": ">=",
+                                                    "palette": "black_on_light_red",
+                                                    "value": 100
+                                                }
+                                            ],
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            }
+                                        },
+                                        {
+                                            "alias": "Loss",
+                                            "cell_display_mode": "number",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_sdwan.application.latency{exit_type:local,$site_id,$device_namespace} by {device_hostname,site_id,application,interface}"
+                                        },
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:cisco_sdwan.application.loss{exit_type:local,$site_id,$device_namespace} by {device_hostname,site_id,application,interface}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "time": {},
+                            "title": "Gateway/DIA sites",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_table"
+                        },
+                        "id": 5915723240946546,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "line",
+                                    "formulas": [
+                                        {
+                                            "alias": "Latency",
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_sdwan.application.latency{exit_type:local,$site_id,$device_namespace} by {device_hostname,site_id,application}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "color_order": "shuffled",
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "dog_classic"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "time": {},
+                            "title": "Gateway/DIA sites latency",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 8244569067053950,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 4,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "has_search_bar": "auto",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Latency",
+                                            "cell_display_mode": "number",
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_green",
+                                                    "value": 50
+                                                },
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_yellow",
+                                                    "value": 100
+                                                },
+                                                {
+                                                    "comparator": ">=",
+                                                    "palette": "black_on_light_red",
+                                                    "value": 100
+                                                }
+                                            ],
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            }
+                                        },
+                                        {
+                                            "alias": "Loss",
+                                            "cell_display_mode": "number",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_sdwan.application.latency{best_path:true,$site_id,exit_type:remote,$device_namespace} by {device_hostname,site_id,application,local_color,remote_color,best_path,gateway_system_ip,gateway_hostname}"
+                                        },
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:cisco_sdwan.application.loss{best_path:true,$site_id,exit_type:remote,$device_namespace} by {device_hostname,site_id,application,local_color,remote_color,best_path,gateway_system_ip,gateway_hostname}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "time": {},
+                            "title": "Current best paths per application",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_table"
+                        },
+                        "id": 791874001038262,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 8,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "has_search_bar": "auto",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Latency",
+                                            "cell_display_mode": "number",
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_green",
+                                                    "value": 50
+                                                },
+                                                {
+                                                    "comparator": "<",
+                                                    "palette": "black_on_light_yellow",
+                                                    "value": 100
+                                                },
+                                                {
+                                                    "comparator": ">=",
+                                                    "palette": "black_on_light_red",
+                                                    "value": 100
+                                                }
+                                            ],
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            }
+                                        },
+                                        {
+                                            "alias": "Loss",
+                                            "cell_display_mode": "number",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_sdwan.application.latency{exit_type:remote,$site_id,$device_namespace} by {device_hostname,site_id,application,gateway_system_ip,gateway_hostname}"
+                                        },
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:cisco_sdwan.application.loss{exit_type:remote,$site_id,$device_namespace} by {device_hostname,site_id,application,gateway_system_ip,gateway_hostname}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "time": {},
+                            "title": "Client sites",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_table"
+                        },
+                        "id": 5267770934373470,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 0,
+                            "y": 2
+                        }
+                    },
+                    {
+                        "definition": {
+                            "requests": [
+                                {
+                                    "display_type": "line",
+                                    "formulas": [
+                                        {
+                                            "alias": "Latency",
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:cisco_sdwan.application.latency{exit_type:remote,$site_id,$device_namespace} by {device_hostname,site_id,application,local_color,remote_color,gateway_system_ip}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "color_order": "shuffled",
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "dog_classic"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "Client sites latency",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 8898913149061512,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 4,
+                            "y": 2
+                        }
+                    }
+                ]
+            },
+            "id": 3573404850480302,
+            "layout": {
+                "height": 5,
+                "width": 12,
+                "x": 0,
+                "y": 40
+            }
+        },
+        {
+            "definition": {
+                "background_color": "blue",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "BGP",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "has_search_bar": "auto",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": " ",
+                                            "cell_display_mode": "number",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "max",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:cisco_sdwan.bgp.neighbor{$hostname,$site_id,$device_namespace,$system_ip,$interface} by {site_id,system_ip,device_hostname,neighbor,remote_as,vpn_id,peer_state}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 50,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    },
+                                    "text_formats": [
+                                        [],
+                                        [],
+                                        [],
+                                        [],
+                                        [],
+                                        [],
+                                        [
+                                            {
+                                                "match": {
+                                                    "type": "is",
+                                                    "value": "established"
+                                                },
+                                                "palette": "black_on_light_green"
+                                            }
+                                        ]
+                                    ]
+                                }
+                            ],
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "title": "Neighbors",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_table"
+                        },
+                        "id": 8935090550015062,
+                        "layout": {
+                            "height": 5,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    }
+                ]
+            },
+            "id": 8248389798926716,
+            "layout": {
+                "height": 6,
+                "width": 12,
+                "x": 0,
+                "y": 45
+            }
         }
     ]
 }
\ No newline at end of file
diff --git a/cisco_secure_email_threat_defense/README.md b/cisco_secure_email_threat_defense/README.md
index fb67e0898b871..cc7f44f76749c 100644
--- a/cisco_secure_email_threat_defense/README.md
+++ b/cisco_secure_email_threat_defense/README.md
@@ -1,43 +1,60 @@
-# Agent Check: cisco_secure_email_threat_defense
-
 ## Overview
 
-This check monitors [cisco_secure_email_threat_defense][1].
+[Cisco Secure Email Threat Defense][1] is an integrated cloud-native security solution for Microsoft 365. It focuses on simple deployment, easy attack remediation, and providing superior visibility into inbound, outbound, and internal user-to-user messages.
+
+This integration ingests the following logs:
+- Message: Message logs provide detailed information about email communications, including sender, recipient, timestamps, subject, and threat-related data for analysis and monitoring.
+
+The Cisco Secure Email Threat Defense integration provides out-of-the-box dashboards so you can gain insights into Cisco Secure Email Threat Defense's message logs, enabling you to take necessary action. Additionally, out-of-the-box detection rules are available to help you monitor and respond to potential security threats effectively.
+
+**Disclaimer**: Your use of this integration, which may collect data that includes personal information, is subject to your agreements with Datadog. Cisco is not responsible for the privacy, security or integrity of any end-user information, including personal data, transmitted through your use of the integration.
 
 ## Setup
 
-### Installation
+### Generate API credentials in Cisco Secure Email Threat Defense
+
+1. Log into the Cisco Secure Email Threat Defense UI.
+2. Navigate to **Administration** and select the **API Clients** tab.
+3. Click on **Add New Client**.
+4. Enter a **Client Name** and an optional description.
+5. Click on **Submit**. This generates your **Client ID** and **Client Password**.
+6. Retrieve the API key from the **API Key** section.
 
-The Cisco Secure Email Threat Defense check is included in the [Datadog Agent][2] package.
-No additional installation is needed on your server.
+### Connect your Cisco Secure Email Threat Defense Account to Datadog
 
-### Configuration
+1. Add your Cisco Secure Email Threat Defense credentials
 
-!!! Add list of steps to set up this integration !!!
+    | Parameters | Description |
+    | ---------- | ----------- |
+    | Host Name | Host name is based on the region where your Cisco Secure Email Threat Defense server is located. For details, please reach out to your system administrator. |
+    | Client ID | Client ID from Cisco Secure Email Threat Defense account. |
+    | Client Password | Client password from your Cisco Secure Email Threat Defense account. |
+    | API Key | API key from your Cisco Secure Email Threat Defense account. |
+    | Verdict Delay | Events are fetched with a delay according to the time (in minutes) specified in the Verdict Delay. |
 
-### Validation
 
-!!! Add steps to validate integration is functioning as expected !!!
+2. Click the **Save** button to save your settings.
+
 
 ## Data Collected
 
-### Metrics
+### Logs
 
-The Cisco Secure Email Threat Defense does not include any metrics.
+The Cisco Secure Email Threat Defense integration collects and forwards Cisco Secure Email Threat Defense message logs to Datadog. This integration will ingest messages with verdict values of scam, malicious, phishing, BEC, spam, graymail, and neutral.
 
-### Service Checks
+**Note**: Events are fetched with a delay according to the time specified in the Verdict Delay. This delay is necessary to ensure that the logs include retrospective verdicts. However, this does not guarantee that all retrospective verdicts are captured within this timeframe, as the time required for updates can vary. For complete verdict information, please log in to your Cisco Secure Email Threat Defense system.
 
-The Cisco Secure Email Threat Defense does not include any service checks.
+### Metrics
 
-### Events
+The Cisco Secure Email Threat Defense integration does not include any metrics.
 
-The Cisco Secure Email Threat Defense does not include any events.
+### Events
 
-## Troubleshooting
+The Cisco Secure Email Threat Defense integration does not include any events.
 
-Need help? Contact [Datadog support][3].
+## Support
 
-[1]: **LINK_TO_INTEGRATION_SITE**
-[2]: https://app.datadoghq.com/account/settings/agent/latest
-[3]: https://docs.datadoghq.com/help/
+For further assistance, contact [Datadog Support][2].
 
+[1]: https://www.cisco.com/site/us/en/products/security/secure-email/index.html?dtid=osscdc000283
+[2]: https://docs.datadoghq.com/help/
\ No newline at end of file
diff --git a/cisco_secure_email_threat_defense/assets/cisco_secure_email_threat_defense.svg b/cisco_secure_email_threat_defense/assets/cisco_secure_email_threat_defense.svg
new file mode 100644
index 0000000000000..f134de77c8415
--- /dev/null
+++ b/cisco_secure_email_threat_defense/assets/cisco_secure_email_threat_defense.svg
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg version="1.1" viewBox="0 0 2048 1153" width="1280" height="1280" xmlns="http://www.w3.org/2000/svg">
+<path transform="translate(1664,1)" d="m0 0h1v7l-10 47-11 51-13 60-14 64-20 93-10 45-11 52-13 60-13 59-12 57-14 64-10 47-8 36-13 60-20 93-12 55-9 42-5 23h-3l-22-12-10-6-29-16-26-14-25-14-26-14-23-13-52-28-21-12-24-13-22-12-76-42-24-13-18-10-24-13-23-13-17-9-44-24-25-14-14-8-2-3 14-12 10-10 8-7 9-9 8-7 7-7 8-7 12-11 17-16 13-12 12-11 10-9 9-9h2v-2l8-7 10-9 17-16 15-14 13-12 12-11 7-7 8-7 17-16 10-9 12-11 33-31 10-9 17-16 13-12 8-7 11-11 8-7 11-11 8-7 11-10 8-7 34-32 12-11 10-9 17-16 8-8 8-7 26-24 12-11 8-7 9-9 8-7 9-9 8-7 7-7 8-7 12-11 10-9 10-10 8-7 4-4h2l1-3 8-7 14-13 8-7 12-12 8-7 12-11 8-8 8-7 10-9 8-7 14-14 8-7 5-5h2l2-4z" fill="#76C056"/>
+<path transform="translate(1468,60)" d="m0 0 10 1 7 4 5 6 3 7v9l-5 10-7 5-22 8-43 18-66 27-21 9-28 11-28 12-25 10-33 14-27 11-116 48-39 16-27 11-48 20-41 17-63 26-80 33-44 18-36 15-73 30-55 23-85 35-18 7 2 2 39 15 46 18 39 15 36 14 51 20 24 9 28 11 31 12 23 9 35 14 8 6 4 7v13l-4 8-8 6-3 1h-10l-12-4-38-15-34-13-41-16-39-15-33-13-26-10-33-13-75-29-38-15-21-8-22-9-7-6-3-8v-8l2-7 5-6 16-8 41-17 78-32 19-8 27-11 41-17 49-20 26-11 25-10 19-8 59-24 84-35 149-61 27-11 38-16 37-15 36-15 32-13 82-34 58-24 37-15 31-13 16-6 36-15 12-6z" fill="#04174F"/>
+<path transform="translate(897,764)" d="m0 0 5 1 22 12 32 17 23 13 23 12 23 13 26 14 18 10 1 3-11 19-14 24-10 17-12 21-8 13-13 23-19 32-14 24-13 22-8 14-15 25-16 28-12 20-6 11-2 1-1-168v-90z" fill="#76C056"/>
+</svg>
diff --git a/cisco_secure_email_threat_defense/assets/dashboards/cisco_secure_email_threat_defense.json b/cisco_secure_email_threat_defense/assets/dashboards/cisco_secure_email_threat_defense.json
new file mode 100644
index 0000000000000..3d7e750dea2f2
--- /dev/null
+++ b/cisco_secure_email_threat_defense/assets/dashboards/cisco_secure_email_threat_defense.json
@@ -0,0 +1,2978 @@
+{
+  "title": "Cisco Secure Email Threat Defense",
+  "description": "This dashboard provides in-depth insights on identified threats, remediation actions taken against threats, and detailed event logs for comprehensive analysis.",
+  "widgets": [
+    {
+      "id": 4754803841087712,
+      "definition": {
+        "type": "image",
+        "url": "https://www.cisco.com/c/en/us/products/security/secure-sign-on/index/jcr:content/Grid/category_atl_7a41/layout-category-atl/blade_2979/bladeContents2/tile_1139_copy.img.png/1681878479238.png",
+        "url_dark_theme": "https://www.cisco.com/c/en/us/products/security/secure-sign-on/index/jcr:content/Grid/category_atl_7a41/layout-category-atl/blade_2979/bladeContents2/tile_1139_copy.img.png/1681878479238.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": true,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 7,
+        "height": 4
+      }
+    },
+    {
+      "id": 1396276919527960,
+      "definition": {
+        "title": "Event Logs Overview",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 7287761062575824,
+            "definition": {
+              "title": "Events Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Events",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 5,
+              "height": 3
+            }
+          },
+          {
+            "id": 6205579462035490,
+            "definition": {
+              "title": "Total Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "text_align": "center",
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 5,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 7,
+        "y": 0,
+        "width": 5,
+        "height": 8
+      }
+    },
+    {
+      "id": 7368651598732064,
+      "definition": {
+        "type": "note",
+        "content": "Cisco Secure Email Threat Defense is an integrated cloud-native security solution for Microsoft 365 that focuses on simple deployment, easy attack remediation, and superior visibility.\n\nGain a comprehensive understanding of your organization's email security posture by monitoring Cisco Secure Email Threat Defense messages with this dashboard.\n\nFor more information, see the [Cisco Secure Email Threat Defense Integration Documentation](https://docs.datadoghq.com/integrations/cisco_secure_email_threat_defense/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations. ",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 7,
+        "height": 4
+      }
+    },
+    {
+      "id": 4095854872655154,
+      "definition": {
+        "title": "Datadog Cloud SIEM",
+        "title_align": "center",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 5695359814344638,
+            "definition": {
+              "type": "note",
+              "content": "\nDatadog Cloud SIEM analyzes and correlates Cisco Secure Email Threat Defense logs to detect threats to your environment in real time. If you don't see signals please make sure you've enabled [Datadog Cloud SIEM](/security). ",
+              "background_color": "purple",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 8240249358608954,
+            "definition": {
+              "title": "CRITICALs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#bc303c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message status:critical $SenderIP $Direction $LatestVerdict $ReceiverAddress $SenderAddress"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 784120760854102,
+            "definition": {
+              "title": "MEDIUMs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#e5a21c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message status:medium $SenderIP $Direction $LatestVerdict $ReceiverAddress $SenderAddress"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2
+            },
+            "layout": {
+              "x": 2,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 3530407921023602,
+            "definition": {
+              "title": "Critical Security Signals",
+              "type": "toplist",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#bc303c",
+                      "palette": "custom_bg",
+                      "value": 0
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+                      ],
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+                      ],
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+              "type": "toplist",
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+                    {
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+              "title": "Distribution of Events By Direction",
+              "title_size": "16",
+              "title_align": "left",
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+                  "formulas": [
+                    {
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+                    }
+                  ],
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+                    {
+                      "data_source": "logs",
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+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
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+                      },
+                      "group_by": [
+                        {
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+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
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+                  ],
+                  "style": {
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+                }
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+            "layout": {
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+            }
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+              "title": "Distribution of Events by Rule Type",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "formulas": [
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+                    }
+                  ],
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+                        "*"
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+                        "metric": "@id"
+                      },
+                      "group_by": [
+                        {
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+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "style": {
+                    "palette": "datadog16"
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 15,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 8818889012372398,
+            "definition": {
+              "title": "Distribution of Unwanted Events by Verdict Type",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@verdict.latestVerdict",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message @verdict.latestVerdict:(graymail OR spam) $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
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+                      {
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+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "style": {
+                    "palette": "datadog16"
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 19,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 3368364619549570,
+            "definition": {
+              "title": "Geo-Distribution of Sender IPs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "geomap",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@network.client.geoip.country.iso_code",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "palette": "hostmap_blues",
+                "palette_flip": false
+              },
+              "view": {
+                "focus": "WORLD"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 23,
+              "width": 12,
+              "height": 5
+            }
+          },
+          {
+            "id": 1861464099969554,
+            "definition": {
+              "title": "Event Logs",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "event_list",
+                  "query": {
+                    "data_source": "logs_stream",
+                    "query_string": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP",
+                    "indexes": [],
+                    "storage": "hot",
+                    "sort": {
+                      "order": "desc",
+                      "column": "timestamp"
+                    }
+                  },
+                  "columns": [
+                    {
+                      "field": "timestamp",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@verdict.latestVerdict",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "direction",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "subject",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "fromAddress",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "toAddresses",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "content",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 28,
+              "width": 12,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 37,
+        "width": 12,
+        "height": 33,
+        "is_column_break": true
+      }
+    },
+    {
+      "id": 4111499786579268,
+      "definition": {
+        "title": "Techniques and Remediation Actions",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 7389303372738632,
+            "definition": {
+              "title": "Distribution of Remediated Events by Action Type and Folder",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@action.type",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        },
+                        {
+                          "facet": "@action.folder",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message @action.type:* $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
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+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "datadog16"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 6012785976722818,
+            "definition": {
+              "title": "Top 10 Techniques Detected from Threat Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@verdict.techniques.type",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "cardinality",
+                            "metric": "@id"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:cisco-secure-email-threat-defense service:message $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 12,
+              "height": 3
+            }
+          },
+          {
+            "id": 5880736090230596,
+            "definition": {
+              "title": "Event Wise Technique Details",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "event_list",
+                  "query": {
+                    "data_source": "logs_stream",
+                    "query_string": "source:cisco-secure-email-threat-defense service:message @verdict.techniques.type:* $SenderAddress $ReceiverAddress $LatestVerdict $Direction $SenderIP",
+                    "indexes": [],
+                    "storage": "hot",
+                    "sort": {
+                      "order": "desc",
+                      "column": "timestamp"
+                    }
+                  },
+                  "columns": [
+                    {
+                      "field": "timestamp",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "subject",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@verdict.latestVerdict",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "fromAddress",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "toAddresses",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "verdict.techniques",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 7,
+              "width": 12,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 70,
+        "width": 12,
+        "height": 12
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "SenderAddress",
+      "prefix": "@fromAddress",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "ReceiverAddress",
+      "prefix": "@toAddresses",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "LatestVerdict",
+      "prefix": "@verdict.latestVerdict",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Direction",
+      "prefix": "@direction",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "SenderIP",
+      "prefix": "@network.client.ip",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense.yaml b/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense.yaml
new file mode 100644
index 0000000000000..4c62e6945e39a
--- /dev/null
+++ b/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense.yaml
@@ -0,0 +1,202 @@
+id: cisco-secure-email-threat-defense
+metric_id: cisco-secure-email-threat-defense
+backend_only: false
+facets:
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url
+    source: log
+  - groups:
+      - Geoip
+    name: Destination City Name
+    path: network.destination.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Code
+    path: network.destination.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Name
+    path: network.destination.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country ISO Code
+    path: network.destination.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country Name
+    path: network.destination.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision ISO Code
+    path: network.destination.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision Name
+    path: network.destination.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Destination IP
+    path: network.destination.ip
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - facetType: list
+    groups:
+      - Cisco Secure Email Threat Defense
+    name: Latest Verdict
+    path: verdict.latestVerdict
+    source: log
+    type: string
+pipeline:
+  type: pipeline
+  name: Cisco Secure Email Threat Defense
+  enabled: true
+  filter:
+    query: "source:cisco-secure-email-threat-defense"
+  processors:
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: attribute-remapper
+      name: Map `clientIP` to `network.client.ip`
+      enabled: true
+      sources:
+        - clientIP
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: Define `network.client.ip` as default geoip attribute for source IP
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: attribute-remapper
+      name: Map `urls` to `http.url`
+      enabled: true
+      sources:
+        - urls
+      sourceType: attribute
+      target: http.url
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: category-processor
+      name: Define `status` from `latestVerdict`
+      enabled: true
+      categories:
+        - filter:
+            query: "@verdict.latestVerdict:spam"
+          name: Warn
+        - filter:
+            query: "@verdict.latestVerdict:(graymail OR neutral)"
+          name: Info
+        - filter:
+            query: "@verdict.latestVerdict:(scam OR malicious OR phishing OR bec)"
+          name: Error
+      target: status
+    - type: status-remapper
+      name: Define `status` as the official status of the log
+      enabled: true
+      sources:
+        - status
+    - type: attribute-remapper
+      name: Map `serverIP` to `network.destination.ip`
+      enabled: true
+      sources:
+        - serverIP
+      sourceType: attribute
+      target: network.destination.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: Define `network.destination.ip` as default geoip attribute for destination
+        IP
+      enabled: true
+      sources:
+        - network.destination.ip
+      target: network.destination.geoip
+      ip_processing_behavior: do-nothing
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: attribute-remapper
+      name: Map `verdict.userId` to `usr.id`
+      enabled: true
+      sources:
+        - verdict.userId
+      sourceType: attribute
+      target: usr.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: grok-parser
+      name: "Grok Parser: Extract sender domain"
+      enabled: true
+      source: fromAddress
+      samples:
+        - abc@xyz.ghi
+        - ihave@avc.zyd.cd
+      grok:
+        supportRules: ""
+        matchRules: extract_domain %{notSpace}@%{notSpace:senderDomain}
diff --git a/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense_tests.yaml b/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense_tests.yaml
new file mode 100644
index 0000000000000..64eb76bc13283
--- /dev/null
+++ b/cisco_secure_email_threat_defense/assets/logs/cisco-secure-email-threat-defense_tests.yaml
@@ -0,0 +1,367 @@
+id: cisco-secure-email-threat-defense
+tests:
+  - 
+    sample: |-
+      {
+        "returnPath" : "rrr@abc.com",
+        "subject" : "verdict override",
+        "deliveredTo" : [ "test.user@abc.com" ],
+        "mailboxes" : [ "test.user@abc.com", "rrr@abc.com" ],
+        "toAddresses" : [ "test.user@abc.com" ],
+        "internetMessageId" : "<AAB-k2pWHpwdBQ0qH1FZGts+AUZyq0w3oMpShp_AAAu9P6JJnhA@mail.gmail.com>",
+        "urls" : [ "http://ihaveabad.dffd/", "https://sdfsd.cdf/" ],
+        "senderName" : "abc",
+        "envelopeTo" : [ "test.user@abc.com" ],
+        "clientIP" : "100.100.100.100",
+        "domain" : "abc.com",
+        "verdict" : {
+          "originalVerdict" : "malicious",
+          "techniques" : [ {
+            "severity" : "high",
+            "description" : "http://ihaveabad.dffd/",
+            "type" : "Malicious URL"
+          }, {
+            "severity" : "medium",
+            "description" : "Sender domain crestdata.ai rarely communicates with recipient domain onmicrosoft.com",
+            "type" : "Rare sender domain for recipient domain"
+          }, {
+            "severity" : "medium",
+            "description" : "Message segment 'http://ihaveabad.dffd/ https://sdfsd.cdf/ -- *Disclaimer:* The information contained in this electronic message and any attachments to this message are intended for the exclusive use of the addressee(s) and may contain confidential or privileged information. ' requests user to click a link",
+            "type" : "Link visit request"
+          }, {
+            "severity" : "medium",
+            "description" : "Message segment 'If you are not the intended recipient, please notify the sender at Crest Data Systems immediately and destroy all copies of this message and any attachments.' contains a request for contact",
+            "type" : "Request for contact details"
+          }, {
+            "severity" : "medium",
+            "description" : "Sender address rrr@abc.com is rarely seen",
+            "type" : "Rare sender address"
+          }, {
+            "description" : "Email is between internal entities",
+            "type" : "Internal email"
+          } ],
+          "publicApiClientId" : "",
+          "isRetroVerdict" : false,
+          "businessRisk" : "",
+          "isManualVerdict" : true,
+          "latestVerdict" : "neutral",
+          "category" : "",
+          "userId" : "11fa1d11-4f4d-4596-ab02-8dec27d4808e",
+          "timestamp" : "2024-07-17T10:48:19Z"
+        },
+        "action" : {
+          "folder" : "trash",
+          "publicApiClientId" : "",
+          "type" : "move",
+          "isAutoRemediated" : false,
+          "timestamp" : "2024-07-17T10:49:26Z"
+        },
+        "serverIP" : "10.10.10.10",
+        "fromAddress" : "rrr@abc.com",
+        "id" : "0cdac345-c111-111c-a978-11162c0da557",
+        "direction" : "internal",
+        "timestamp" : "2024-07-17T05:57:23Z"
+      }
+    service: "message"
+    result:
+      custom:
+        action:
+          folder: "trash"
+          isAutoRemediated: false
+          publicApiClientId: ""
+          timestamp: "2024-07-17T10:49:26Z"
+          type: "move"
+        deliveredTo:
+        - "test.user@abc.com"
+        direction: "internal"
+        domain: "abc.com"
+        envelopeTo:
+        - "test.user@abc.com"
+        fromAddress: "rrr@abc.com"
+        http:
+          url:
+          - "http://ihaveabad.dffd/"
+          - "https://sdfsd.cdf/"
+        id: "0cdac345-c111-111c-a978-11162c0da557"
+        internetMessageId: "<AAB-k2pWHpwdBQ0qH1FZGts+AUZyq0w3oMpShp_AAAu9P6JJnhA@mail.gmail.com>"
+        mailboxes:
+        - "test.user@abc.com"
+        - "rrr@abc.com"
+        network:
+          client:
+            geoip: {}
+            ip: "100.100.100.100"
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+        returnPath: "rrr@abc.com"
+        senderDomain: "abc.com"
+        senderName: "abc"
+        status: "Info"
+        subject: "verdict override"
+        timestamp: "2024-07-17T05:57:23Z"
+        toAddresses:
+        - "test.user@abc.com"
+        usr:
+          id: "11fa1d11-4f4d-4596-ab02-8dec27d4808e"
+        verdict:
+          businessRisk: ""
+          category: ""
+          isManualVerdict: true
+          isRetroVerdict: false
+          latestVerdict: "neutral"
+          originalVerdict: "malicious"
+          publicApiClientId: ""
+          techniques:
+          -
+            severity: "high"
+            description: "http://ihaveabad.dffd/"
+            type: "Malicious URL"
+          -
+            severity: "medium"
+            description: "Sender domain crestdata.ai rarely communicates with recipient domain onmicrosoft.com"
+            type: "Rare sender domain for recipient domain"
+          -
+            severity: "medium"
+            description: "Message segment 'http://ihaveabad.dffd/ https://sdfsd.cdf/ -- *Disclaimer:* The information contained in this electronic message and any attachments to this message are intended for the exclusive use of the addressee(s) and may contain confidential or privileged information. ' requests user to click a link"
+            type: "Link visit request"
+          -
+            severity: "medium"
+            description: "Message segment 'If you are not the intended recipient, please notify the sender at Crest Data Systems immediately and destroy all copies of this message and any attachments.' contains a request for contact"
+            type: "Request for contact details"
+          -
+            severity: "medium"
+            description: "Sender address rrr@abc.com is rarely seen"
+            type: "Rare sender address"
+          -
+            description: "Email is between internal entities"
+            type: "Internal email"
+          timestamp: "2024-07-17T10:48:19Z"
+      message: |-
+        {
+          "returnPath" : "rrr@abc.com",
+          "subject" : "verdict override",
+          "deliveredTo" : [ "test.user@abc.com" ],
+          "mailboxes" : [ "test.user@abc.com", "rrr@abc.com" ],
+          "toAddresses" : [ "test.user@abc.com" ],
+          "internetMessageId" : "<AAB-k2pWHpwdBQ0qH1FZGts+AUZyq0w3oMpShp_AAAu9P6JJnhA@mail.gmail.com>",
+          "urls" : [ "http://ihaveabad.dffd/", "https://sdfsd.cdf/" ],
+          "senderName" : "abc",
+          "envelopeTo" : [ "test.user@abc.com" ],
+          "clientIP" : "100.100.100.100",
+          "domain" : "abc.com",
+          "verdict" : {
+            "originalVerdict" : "malicious",
+            "techniques" : [ {
+              "severity" : "high",
+              "description" : "http://ihaveabad.dffd/",
+              "type" : "Malicious URL"
+            }, {
+              "severity" : "medium",
+              "description" : "Sender domain crestdata.ai rarely communicates with recipient domain onmicrosoft.com",
+              "type" : "Rare sender domain for recipient domain"
+            }, {
+              "severity" : "medium",
+              "description" : "Message segment 'http://ihaveabad.dffd/ https://sdfsd.cdf/ -- *Disclaimer:* The information contained in this electronic message and any attachments to this message are intended for the exclusive use of the addressee(s) and may contain confidential or privileged information. ' requests user to click a link",
+              "type" : "Link visit request"
+            }, {
+              "severity" : "medium",
+              "description" : "Message segment 'If you are not the intended recipient, please notify the sender at Crest Data Systems immediately and destroy all copies of this message and any attachments.' contains a request for contact",
+              "type" : "Request for contact details"
+            }, {
+              "severity" : "medium",
+              "description" : "Sender address rrr@abc.com is rarely seen",
+              "type" : "Rare sender address"
+            }, {
+              "description" : "Email is between internal entities",
+              "type" : "Internal email"
+            } ],
+            "publicApiClientId" : "",
+            "isRetroVerdict" : false,
+            "businessRisk" : "",
+            "isManualVerdict" : true,
+            "latestVerdict" : "neutral",
+            "category" : "",
+            "userId" : "11fa1d11-4f4d-4596-ab02-8dec27d4808e",
+            "timestamp" : "2024-07-17T10:48:19Z"
+          },
+          "action" : {
+            "folder" : "trash",
+            "publicApiClientId" : "",
+            "type" : "move",
+            "isAutoRemediated" : false,
+            "timestamp" : "2024-07-17T10:49:26Z"
+          },
+          "serverIP" : "10.10.10.10",
+          "fromAddress" : "rrr@abc.com",
+          "id" : "0cdac345-c111-111c-a978-11162c0da557",
+          "direction" : "internal",
+          "timestamp" : "2024-07-17T05:57:23Z"
+        }
+      service: "message"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1721195843000
+  - 
+    sample: |-
+      {
+        "subject" : "Your Order Has Been Cancelled: Contact Customer Support",
+        "ccAddresses" : [ "test.user@abc.com", "xyz@abc.in" ],
+        "mailboxes" : [ "test.user@abc.com" ],
+        "toAddresses" : [ "may@abc.in" ],
+        "internetMessageId" : "<PN0PR01MB9897111B5299D86EBF41459EDDAC2@PN0PR01MB9897.INDPRD01.AAAA.ABC.COM>",
+        "urls" : [ "http://www.sfsf.cer/", "http://www.didi.cer/" ],
+        "senderName" : "Test User",
+        "envelopeTo" : [ "may@abc.in", "xyz@abc.in" ],
+        "clientIP" : "10.10.10.10",
+        "verdict" : {
+          "originalVerdict" : "malicious",
+          "techniques" : [ {
+            "severity" : "high",
+            "description" : "http://www.sfsf.cer/",
+            "type" : "Malicious URL"
+          }, {
+            "severity" : "high",
+            "description" : "http://www.didi.cer/",
+            "type" : "Malicious URL"
+          }, {
+            "description" : "Sender test.user@abc.com communicates frequently with recipient xyz@abc.in",
+            "type" : "Frequent sender for recipient"
+          } ],
+          "publicApiClientId" : "",
+          "isRetroVerdict" : false,
+          "businessRisk" : "",
+          "isManualVerdict" : false,
+          "latestVerdict" : "malicious",
+          "category" : "malicious",
+          "userId" : "",
+          "timestamp" : "2024-07-18T13:57:02Z"
+        },
+        "action" : {
+          "folder" : "quarantine",
+          "publicApiClientId" : "",
+          "type" : "move",
+          "isAutoRemediated" : true,
+          "timestamp" : "2024-07-18T13:57:06Z"
+        },
+        "serverIP" : "::1",
+        "fromAddress" : "test.user@abc.com",
+        "id" : "710ccc7c-fd18-473d-83a2-4eb57c37249f",
+        "direction" : "outgoing",
+        "timestamp" : "2024-07-18T13:56:59Z"
+      }
+    service: "message"
+    result:
+      custom:
+        action:
+          folder: "quarantine"
+          isAutoRemediated: true
+          publicApiClientId: ""
+          timestamp: "2024-07-18T13:57:06Z"
+          type: "move"
+        ccAddresses:
+        - "test.user@abc.com"
+        - "xyz@abc.in"
+        direction: "outgoing"
+        envelopeTo:
+        - "may@abc.in"
+        - "xyz@abc.in"
+        fromAddress: "test.user@abc.com"
+        http:
+          url:
+          - "http://www.sfsf.cer/"
+          - "http://www.didi.cer/"
+        id: "710ccc7c-fd18-473d-83a2-4eb57c37249f"
+        internetMessageId: "<PN0PR01MB9897111B5299D86EBF41459EDDAC2@PN0PR01MB9897.INDPRD01.AAAA.ABC.COM>"
+        mailboxes:
+        - "test.user@abc.com"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+          destination:
+            geoip: {}
+            ip: "::1"
+        senderDomain: "abc.com"
+        senderName: "Test User"
+        status: "Error"
+        subject: "Your Order Has Been Cancelled: Contact Customer Support"
+        timestamp: "2024-07-18T13:56:59Z"
+        toAddresses:
+        - "may@abc.in"
+        usr:
+          id: ""
+        verdict:
+          businessRisk: ""
+          category: "malicious"
+          isManualVerdict: false
+          isRetroVerdict: false
+          latestVerdict: "malicious"
+          originalVerdict: "malicious"
+          publicApiClientId: ""
+          techniques:
+          -
+            severity: "high"
+            description: "http://www.sfsf.cer/"
+            type: "Malicious URL"
+          -
+            severity: "high"
+            description: "http://www.didi.cer/"
+            type: "Malicious URL"
+          -
+            description: "Sender test.user@abc.com communicates frequently with recipient xyz@abc.in"
+            type: "Frequent sender for recipient"
+          timestamp: "2024-07-18T13:57:02Z"
+      message: |-
+        {
+          "subject" : "Your Order Has Been Cancelled: Contact Customer Support",
+          "ccAddresses" : [ "test.user@abc.com", "xyz@abc.in" ],
+          "mailboxes" : [ "test.user@abc.com" ],
+          "toAddresses" : [ "may@abc.in" ],
+          "internetMessageId" : "<PN0PR01MB9897111B5299D86EBF41459EDDAC2@PN0PR01MB9897.INDPRD01.AAAA.ABC.COM>",
+          "urls" : [ "http://www.sfsf.cer/", "http://www.didi.cer/" ],
+          "senderName" : "Test User",
+          "envelopeTo" : [ "may@abc.in", "xyz@abc.in" ],
+          "clientIP" : "10.10.10.10",
+          "verdict" : {
+            "originalVerdict" : "malicious",
+            "techniques" : [ {
+              "severity" : "high",
+              "description" : "http://www.sfsf.cer/",
+              "type" : "Malicious URL"
+            }, {
+              "severity" : "high",
+              "description" : "http://www.didi.cer/",
+              "type" : "Malicious URL"
+            }, {
+              "description" : "Sender test.user@abc.com communicates frequently with recipient xyz@abc.in",
+              "type" : "Frequent sender for recipient"
+            } ],
+            "publicApiClientId" : "",
+            "isRetroVerdict" : false,
+            "businessRisk" : "",
+            "isManualVerdict" : false,
+            "latestVerdict" : "malicious",
+            "category" : "malicious",
+            "userId" : "",
+            "timestamp" : "2024-07-18T13:57:02Z"
+          },
+          "action" : {
+            "folder" : "quarantine",
+            "publicApiClientId" : "",
+            "type" : "move",
+            "isAutoRemediated" : true,
+            "timestamp" : "2024-07-18T13:57:06Z"
+          },
+          "serverIP" : "::1",
+          "fromAddress" : "test.user@abc.com",
+          "id" : "710ccc7c-fd18-473d-83a2-4eb57c37249f",
+          "direction" : "outgoing",
+          "timestamp" : "2024-07-18T13:56:59Z"
+        }
+      service: "message"
+      status: "error"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1721311019000
diff --git a/cisco_secure_email_threat_defense/images/cisco_secure_email_threat_defense.png b/cisco_secure_email_threat_defense/images/cisco_secure_email_threat_defense.png
new file mode 100644
index 0000000000000..fdff17b50db27
Binary files /dev/null and b/cisco_secure_email_threat_defense/images/cisco_secure_email_threat_defense.png differ
diff --git a/cisco_secure_email_threat_defense/manifest.json b/cisco_secure_email_threat_defense/manifest.json
index bf7aaa6581f0f..f2f4f367fff1c 100644
--- a/cisco_secure_email_threat_defense/manifest.json
+++ b/cisco_secure_email_threat_defense/manifest.json
@@ -2,20 +2,27 @@
   "manifest_version": "2.0.0",
   "app_uuid": "9776e6c8-2031-4dda-98b5-3628b181625b",
   "app_id": "cisco-secure-email-threat-defense",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "Gain insights into Cisco Secure Email Threat Defense logs",
+    "description": "Gain insights into Cisco Secure Email Threat Defense message logs.",
     "title": "Cisco Secure Email Threat Defense",
-    "media": [],
+    "media": [
+      {
+        "caption": "Cisco Secure Email Threat Defense",
+        "image_url": "images/cisco_secure_email_threat_defense.png",
+        "media_type": "image"
+      }
+    ],
     "classifier_tags": [
       "Category::Log Collection",
       "Category::Security",
-      "Submitted Data Type::Logs",
-      "Offering::Integration"
+      "Category::Cloud",
+      "Offering::Integration",
+      "Submitted Data Type::Logs"
     ]
   },
   "assets": {
@@ -29,6 +36,9 @@
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       }
+    },
+    "dashboards": {
+      "Cisco Secure Email Threat Defense": "assets/dashboards/cisco_secure_email_threat_defense.json"
     }
   },
   "author": {
diff --git a/cisco_secure_endpoint/README.md b/cisco_secure_endpoint/README.md
index 6f88038d18f0f..b2dbc4f60f3bb 100644
--- a/cisco_secure_endpoint/README.md
+++ b/cisco_secure_endpoint/README.md
@@ -12,12 +12,8 @@ The Cisco Secure Endpoint integration provides out-of-the-box dashboards so you
 
 ## Setup
 
-### Configuration
+### Generate API credentials in Cisco Secure Endpoint
 
-#### Get API Credentials for Cisco Secure Endpoint 
-
-
-Follow the steps below to create a Client ID and an API key:
 1. Log in to your Cisco Secure Endpoint Console and navigate to the Menu Panel on the left side.
 2. Select `Administration`, then select `Organization Settings`.
 3. Click `Configure API Credentials` under the `Features` section to generate new API credentials.
@@ -27,22 +23,19 @@ Follow the steps below to create a Client ID and an API key:
     - Scope: Select `Read-only`.
     - Click `Create`.
     - Once you click **Create**, the redirected page will display the client ID (like a third party API client ID) and API Key values.
-        - **Note:** Make a note of the API Key, as it will only be displayed once.
-
-#### Cisco Secure Endpoint DataDog Integration Configuration
 
-Configure the Datadog endpoint to forward Cisco Secure Endpoint logs to Datadog.
+### Connect your Cisco Secure Endpoint account to Datadog
 
-1. Navigate to `Cisco Secure Endpoint`.
-2. Add your Cisco Secure Endpoint credentials.
+1. Add your Cisco Secure Endpoint credentials.
 
-| Cisco Secure Endpoint Parameters | Description  |
-| -------------------- | ------------ |
-| API Domain Name                | The API Domain Name for Cisco Secure Endpoint Cloud is "api.\<region\>.amp.cisco.com". Adjust the "region" part based on the region of the Cisco Secure Endpoint server. If Cisco Secure Endpoint is hosted on VPC (Virtual Private Cloud), directly provide the API Domain Name. |
-| Client ID      | Client ID from Cisco Secure Endpoint.    |
-| API Key           | API Key from Cisco Secure Endpoint.         |
-| Get Endpoint Details    | Keep it "true" to collect endpoint metadata for Cisco Secure Endpoint event logs, otherwise "false". Default value is "true". |
+    | Parameters | Description  |
+    | ---------- | ------------ |
+    | API Domain Name | The API domain name for Cisco Secure Endpoint Cloud is "api.\<region\>.amp.cisco.com". Adjust the "region" part based on the region of the Cisco Secure Endpoint server. If Cisco Secure Endpoint is hosted on VPC (Virtual Private Cloud), directly provide the API domain name. |
+    | Client ID | Client ID from Cisco Secure Endpoint. |
+    | API Key | API key from Cisco Secure Endpoint. |
+    | Get Endpoint Details | Keep the default value of "true" to collect endpoint metadata for Cisco Secure Endpoint event logs. Otherwise, set this to "false". |
 
+2. Click the Save button to save your settings.
 
 ## Data Collected
 
diff --git a/cisco_secure_endpoint/manifest.json b/cisco_secure_endpoint/manifest.json
index 0bb5238edab9a..58f16e8c6fec8 100644
--- a/cisco_secure_endpoint/manifest.json
+++ b/cisco_secure_endpoint/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "9636c2eb-34f6-4aa4-a236-c39e47b21c79",
   "app_id": "cisco-secure-endpoint",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
@@ -56,4 +56,4 @@
     "homepage": "https://www.datadoghq.com",
     "sales_email": "info@datadoghq.com"
   }
-}
\ No newline at end of file
+}
diff --git a/citrix_hypervisor/CHANGELOG.md b/citrix_hypervisor/CHANGELOG.md
index 97222b85988f4..5a68710d5cd6b 100644
--- a/citrix_hypervisor/CHANGELOG.md
+++ b/citrix_hypervisor/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/citrix_hypervisor/changelog.d/18207.added b/citrix_hypervisor/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/citrix_hypervisor/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/citrix_hypervisor/changelog.d/18580.removed b/citrix_hypervisor/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/citrix_hypervisor/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/citrix_hypervisor/changelog.d/18617.fixed b/citrix_hypervisor/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/citrix_hypervisor/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/citrix_hypervisor/datadog_checks/citrix_hypervisor/__about__.py b/citrix_hypervisor/datadog_checks/citrix_hypervisor/__about__.py
index 57773e0f36fbd..6a50d99c582b0 100644
--- a/citrix_hypervisor/datadog_checks/citrix_hypervisor/__about__.py
+++ b/citrix_hypervisor/datadog_checks/citrix_hypervisor/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/clickhouse/CHANGELOG.md b/clickhouse/CHANGELOG.md
index 14d3e15401b56..0a61ccbb4bd93 100644
--- a/clickhouse/CHANGELOG.md
+++ b/clickhouse/CHANGELOG.md
@@ -2,12 +2,33 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.1.0 / 2024-11-28
+
+***Added***:
+
+* Add verify option when connecting to ClickHouse server. ([#19018](https://github.com/DataDog/integrations-core/pull/19018))
+
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Add ability to pass a CA cert to Clickhouse ([#18677](https://github.com/DataDog/integrations-core/pull/18677))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.7.0 / 2024-09-05
 
 ***Added***:
diff --git a/clickhouse/assets/configuration/spec.yaml b/clickhouse/assets/configuration/spec.yaml
index d5d042cebf06f..aab99aceb72c2 100644
--- a/clickhouse/assets/configuration/spec.yaml
+++ b/clickhouse/assets/configuration/spec.yaml
@@ -66,6 +66,11 @@ files:
       value:
         type: boolean
         example: False
+    - name: verify
+      description: Indicates if a certificate is required and if it will be validated after a connection is established.
+      value:
+        type: boolean
+        example: True
     - template: instances/db
       overrides:
         custom_queries.value.example:
diff --git a/clickhouse/changelog.d/18207.added b/clickhouse/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/clickhouse/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/clickhouse/changelog.d/18580.removed b/clickhouse/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/clickhouse/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/clickhouse/changelog.d/18617.fixed b/clickhouse/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/clickhouse/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/clickhouse/changelog.d/18677.added b/clickhouse/changelog.d/18677.added
deleted file mode 100644
index bf957b282adea..0000000000000
--- a/clickhouse/changelog.d/18677.added
+++ /dev/null
@@ -1 +0,0 @@
-Add ability to pass a CA cert to Clickhouse
\ No newline at end of file
diff --git a/clickhouse/datadog_checks/clickhouse/__about__.py b/clickhouse/datadog_checks/clickhouse/__about__.py
index 78967d676d1af..2b46b8418a5d7 100644
--- a/clickhouse/datadog_checks/clickhouse/__about__.py
+++ b/clickhouse/datadog_checks/clickhouse/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.1.0'
diff --git a/clickhouse/datadog_checks/clickhouse/clickhouse.py b/clickhouse/datadog_checks/clickhouse/clickhouse.py
index fe362e96f47ae..bcc20a63af849 100644
--- a/clickhouse/datadog_checks/clickhouse/clickhouse.py
+++ b/clickhouse/datadog_checks/clickhouse/clickhouse.py
@@ -27,6 +27,7 @@ def __init__(self, name, init_config, instances):
         self._compression = self.instance.get('compression', False)
         self._tls_verify = is_affirmative(self.instance.get('tls_verify', False))
         self._tls_ca_cert = self.instance.get('tls_ca_cert', None)
+        self._verify = self.instance.get('verify', True)
         self._tags = self.instance.get('tags', [])
 
         # Add global tags
@@ -110,6 +111,7 @@ def connect(self):
                 compression=self._compression,
                 secure=self._tls_verify,
                 ca_certs=self._tls_ca_cert,
+                verify=self._verify,
                 settings={},
                 # Make every client unique for server logs
                 client_name='datadog-{}'.format(self.check_id),
diff --git a/clickhouse/datadog_checks/clickhouse/config_models/defaults.py b/clickhouse/datadog_checks/clickhouse/config_models/defaults.py
index a5d5bee5638dd..cda1a5793bb1c 100644
--- a/clickhouse/datadog_checks/clickhouse/config_models/defaults.py
+++ b/clickhouse/datadog_checks/clickhouse/config_models/defaults.py
@@ -50,3 +50,7 @@ def instance_use_global_custom_queries():
 
 def instance_username():
     return 'default'
+
+
+def instance_verify():
+    return True
diff --git a/clickhouse/datadog_checks/clickhouse/config_models/instance.py b/clickhouse/datadog_checks/clickhouse/config_models/instance.py
index 438b23dc2919a..6a6f674ab672e 100644
--- a/clickhouse/datadog_checks/clickhouse/config_models/instance.py
+++ b/clickhouse/datadog_checks/clickhouse/config_models/instance.py
@@ -66,6 +66,7 @@ class InstanceConfig(BaseModel):
     tls_verify: Optional[bool] = None
     use_global_custom_queries: Optional[str] = None
     username: Optional[str] = None
+    verify: Optional[bool] = None
 
     @model_validator(mode='before')
     def _initial_validation(cls, values):
diff --git a/clickhouse/datadog_checks/clickhouse/data/conf.yaml.example b/clickhouse/datadog_checks/clickhouse/data/conf.yaml.example
index 9dbea83674bd1..1ec572d1839bf 100644
--- a/clickhouse/datadog_checks/clickhouse/data/conf.yaml.example
+++ b/clickhouse/datadog_checks/clickhouse/data/conf.yaml.example
@@ -79,6 +79,11 @@ instances:
     #
     # tls_verify: false
 
+    ## @param verify - boolean - optional - default: true
+    ## Indicates if a certificate is required and if it will be validated after a connection is established.
+    #
+    # verify: true
+
     ## @param only_custom_queries - boolean - optional - default: false
     ## Set this parameter to `true` if you want to skip the integration's default metrics collection.
     ## Only metrics specified in `custom_queries` will be collected.
diff --git a/clickhouse/tests/docker/docker-compose.yaml b/clickhouse/tests/docker/docker-compose.yaml
index 1765a2529f217..23e52199237df 100644
--- a/clickhouse/tests/docker/docker-compose.yaml
+++ b/clickhouse/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.9'
-
 # https://clickhouse.yandex/docs/en/operations/table_engines/distributed/
 # https://clickhouse.yandex/docs/en/operations/table_engines/replication/#creating-replicated-tables
 services:
diff --git a/clickhouse/tests/test_unit.py b/clickhouse/tests/test_unit.py
index b49ae2060b9fc..b70723d34d3cf 100644
--- a/clickhouse/tests/test_unit.py
+++ b/clickhouse/tests/test_unit.py
@@ -30,6 +30,7 @@ def test_config(instance):
             compression=False,
             secure=False,
             ca_certs=None,
+            verify=True,
             settings={},
             client_name='datadog-test-clickhouse',
         )
diff --git a/cloud_foundry_api/CHANGELOG.md b/cloud_foundry_api/CHANGELOG.md
index a7034a7c79ba5..1ba110ec2b142 100644
--- a/cloud_foundry_api/CHANGELOG.md
+++ b/cloud_foundry_api/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/cloud_foundry_api/changelog.d/18207.added b/cloud_foundry_api/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cloud_foundry_api/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cloud_foundry_api/changelog.d/18580.removed b/cloud_foundry_api/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cloud_foundry_api/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cloud_foundry_api/changelog.d/18617.fixed b/cloud_foundry_api/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cloud_foundry_api/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cloud_foundry_api/datadog_checks/cloud_foundry_api/__about__.py b/cloud_foundry_api/datadog_checks/cloud_foundry_api/__about__.py
index bcf02753eab69..1fda5ed1ca206 100644
--- a/cloud_foundry_api/datadog_checks/cloud_foundry_api/__about__.py
+++ b/cloud_foundry_api/datadog_checks/cloud_foundry_api/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/cloudera/CHANGELOG.md b/cloudera/CHANGELOG.md
index 6f30ce9935aa8..a64f78d510fe6 100644
--- a/cloudera/CHANGELOG.md
+++ b/cloudera/CHANGELOG.md
@@ -2,12 +2,28 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.2.0 / 2024-10-23 / Agent 7.60.0
+
+***Added***:
+
+* [cloudera] Configure the number of connection pools to cache ([#18886](https://github.com/DataDog/integrations-core/pull/18886))
+
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.0 / 2024-06-12 / Agent 7.56.0
 
 ***Added***:
diff --git a/cloudera/assets/configuration/spec.yaml b/cloudera/assets/configuration/spec.yaml
index a378dcc10c1f4..db477e97f4168 100644
--- a/cloudera/assets/configuration/spec.yaml
+++ b/cloudera/assets/configuration/spec.yaml
@@ -55,6 +55,14 @@ files:
       value:
         example: <KEY_FILE_PATH>
         type: string
+    - name: pools_size
+      description: |
+        Number of connection pools to cache before discarding the least recently used pool.
+      hidden: true
+      value:
+        default: 4
+        type: integer
+        example: 10
     - name: max_parallel_requests
       description: |
         The maximum number of requests to Cloudera Manager that are allowed in parallel.
diff --git a/cloudera/changelog.d/18207.added b/cloudera/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cloudera/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cloudera/changelog.d/18617.fixed b/cloudera/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cloudera/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cloudera/datadog_checks/cloudera/__about__.py b/cloudera/datadog_checks/cloudera/__about__.py
index c1405a3ef0291..df3e4342a4a3e 100644
--- a/cloudera/datadog_checks/cloudera/__about__.py
+++ b/cloudera/datadog_checks/cloudera/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.2.0'
diff --git a/cloudera/datadog_checks/cloudera/api/factory.py b/cloudera/datadog_checks/cloudera/api/factory.py
index 4b814982441ab..56460179625e5 100644
--- a/cloudera/datadog_checks/cloudera/api/factory.py
+++ b/cloudera/datadog_checks/cloudera/api/factory.py
@@ -18,6 +18,7 @@ def make_api(check) -> Api:
             'api_url': check.config.api_url,
             'workload_username': check.shared_config.workload_username,
             'workload_password': check.shared_config.workload_password,
+            'pools_size': check.config.pools_size,
             'max_parallel_requests': check.config.max_parallel_requests,
             'verify_ssl': check.config.verify_ssl,
             'ssl_ca_cert': check.config.ssl_ca_cert,
diff --git a/cloudera/datadog_checks/cloudera/client/cm_client.py b/cloudera/datadog_checks/cloudera/client/cm_client.py
index dd515b343a5c6..38fd845d4098d 100644
--- a/cloudera/datadog_checks/cloudera/client/cm_client.py
+++ b/cloudera/datadog_checks/cloudera/client/cm_client.py
@@ -29,7 +29,9 @@ def __init__(self, log, **kwargs):
         cm_client.configuration.ssl_ca_cert = kwargs.get('ssl_ca_cert')
         cm_client.configuration.cert_file = kwargs.get('cert_file')
         cm_client.configuration.key_file = kwargs.get('key_file')
-        self._client.rest_client = RESTClientObject(maxsize=kwargs.get('max_parallel_requests'))
+        self._client.rest_client = RESTClientObject(
+            pools_size=kwargs.get('pools_size'), maxsize=kwargs.get('max_parallel_requests')
+        )
 
     def get_version(self) -> Version:
         self._log.debug('getting version from cloudera')
diff --git a/cloudera/datadog_checks/cloudera/config_models/defaults.py b/cloudera/datadog_checks/cloudera/config_models/defaults.py
index 6f97ae0fe32b8..de432915f9739 100644
--- a/cloudera/datadog_checks/cloudera/config_models/defaults.py
+++ b/cloudera/datadog_checks/cloudera/config_models/defaults.py
@@ -28,5 +28,9 @@ def instance_min_collection_interval():
     return 15
 
 
+def instance_pools_size():
+    return 4
+
+
 def instance_verify_ssl():
     return True
diff --git a/cloudera/datadog_checks/cloudera/config_models/instance.py b/cloudera/datadog_checks/cloudera/config_models/instance.py
index 9790b2d4b6484..3fd077bec2b10 100644
--- a/cloudera/datadog_checks/cloudera/config_models/instance.py
+++ b/cloudera/datadog_checks/cloudera/config_models/instance.py
@@ -66,6 +66,7 @@ class InstanceConfig(BaseModel):
     max_parallel_requests: Optional[int] = None
     metric_patterns: Optional[MetricPatterns] = None
     min_collection_interval: Optional[float] = None
+    pools_size: Optional[int] = None
     service: Optional[str] = None
     ssl_ca_cert: Optional[str] = None
     tags: Optional[tuple[str, ...]] = None
diff --git a/cloudera/tests/test_unit_client.py b/cloudera/tests/test_unit_client.py
index 4130ab5322a07..452d4a5fa9ade 100644
--- a/cloudera/tests/test_unit_client.py
+++ b/cloudera/tests/test_unit_client.py
@@ -137,6 +137,7 @@ def test_client_ssl(dd_run_check, cloudera_check, cloudera_cm_client):
         api_url='http://localhost:8080/api/v48/',
         workload_username='~',
         workload_password='~',
+        pools_size=4,
         max_parallel_requests=4,
         verify_ssl=True,
         ssl_ca_cert='ssl_ca_cert_path',
diff --git a/cockroachdb/CHANGELOG.md b/cockroachdb/CHANGELOG.md
index 2b47d6839c1d3..e8f9b4738bb1c 100644
--- a/cockroachdb/CHANGELOG.md
+++ b/cockroachdb/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/cockroachdb/changelog.d/18207.added b/cockroachdb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/cockroachdb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/cockroachdb/changelog.d/18580.removed b/cockroachdb/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/cockroachdb/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/cockroachdb/changelog.d/18617.fixed b/cockroachdb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/cockroachdb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/cockroachdb/datadog_checks/cockroachdb/__about__.py b/cockroachdb/datadog_checks/cockroachdb/__about__.py
index 741960d95510d..56b7f4776acbd 100644
--- a/cockroachdb/datadog_checks/cockroachdb/__about__.py
+++ b/cockroachdb/datadog_checks/cockroachdb/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/cockroachdb/hatch.toml b/cockroachdb/hatch.toml
index e7ee92c1ab643..d4ecf60cc2af4 100644
--- a/cockroachdb/hatch.toml
+++ b/cockroachdb/hatch.toml
@@ -2,11 +2,10 @@
 
 [[envs.default.matrix]]
 python = ["3.12"]
-version = ["2.0", "22.1", "23.2"]
+version = ["22.1", "23.2"]
 
 [envs.default.overrides]
 matrix.version.env-vars = [
-  { key = "COCKROACHDB_VERSION", value = "v2.0.5", if = ["2.0"] },
   { key = "COCKROACHDB_VERSION", value = "v22.1.11", if = ["22.1"] },
   { key = "COCKROACHDB_VERSION", value = "v23.2.2", if = ["23.2"] },
 ]
diff --git a/cockroachdb/tests/docker/docker-compose.yaml b/cockroachdb/tests/docker/docker-compose.yaml
index 5b111a152fd20..a1621defb7db6 100644
--- a/cockroachdb/tests/docker/docker-compose.yaml
+++ b/cockroachdb/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.9'
-
 services:
   cockroachdb:
     container_name: cockroachdb
diff --git a/confluent_platform/CHANGELOG.md b/confluent_platform/CHANGELOG.md
index 8b47c3f9f3ad5..8a7e8b8537043 100644
--- a/confluent_platform/CHANGELOG.md
+++ b/confluent_platform/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.10.2 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/confluent_platform/changelog.d/18207.added b/confluent_platform/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/confluent_platform/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/confluent_platform/changelog.d/18580.removed b/confluent_platform/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/confluent_platform/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/confluent_platform/changelog.d/18617.fixed b/confluent_platform/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/confluent_platform/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/confluent_platform/datadog_checks/confluent_platform/__about__.py b/confluent_platform/datadog_checks/confluent_platform/__about__.py
index 9c6b2fb79e5ac..32b388c31505f 100644
--- a/confluent_platform/datadog_checks/confluent_platform/__about__.py
+++ b/confluent_platform/datadog_checks/confluent_platform/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/consul/CHANGELOG.md b/consul/CHANGELOG.md
index ec65843c15117..54d58068a9ff5 100644
--- a/consul/CHANGELOG.md
+++ b/consul/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.6.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/consul/README.md b/consul/README.md
index 0f839779c5e9d..85bbc91083625 100644
--- a/consul/README.md
+++ b/consul/README.md
@@ -242,7 +242,7 @@ Additional helpful documentation, links, and articles:
 - [Key metrics for monitoring Consul][20]
 - [Consul monitoring tools][21]
 - [How to monitor Consul with Datadog][22]
-- [Datadog NPM now supports Consul networking][23]
+- [Datadog CNM now supports Consul networking][23]
 
 [1]: https://raw.githubusercontent.com/DataDog/integrations-core/master/consul/images/consul-dash.png
 [2]: https://app.datadoghq.com/account/settings/agent/latest
diff --git a/consul/changelog.d/18207.added b/consul/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/consul/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/consul/changelog.d/18580.removed b/consul/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/consul/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/consul/changelog.d/18617.fixed b/consul/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/consul/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/consul/datadog_checks/consul/__about__.py b/consul/datadog_checks/consul/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/consul/datadog_checks/consul/__about__.py
+++ b/consul/datadog_checks/consul/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/container/metadata.csv b/container/metadata.csv
index 6e62e7a5c2996..b542732d39dea 100644
--- a/container/metadata.csv
+++ b/container/metadata.csv
@@ -30,4 +30,5 @@ container.net.sent.packets,gauge,,,,The number of network packets sent (per inte
 container.pid.open_files,gauge,,,,The number of open file descriptors (Linux only),0,container,open_files,
 container.pid.thread_count,gauge,,,,The number of threads running inside this container,0,container,thread_count,
 container.pid.thread_limit,gauge,,,,The maximum number of threads for this container,0,container,thread_limit,
+container.restarts,gauge,,,,The number of container restarted,0,container,restarts,
 container.uptime,gauge,,second,,The container uptime,0,container,uptime,
diff --git a/contentful/README.md b/contentful/README.md
index 8c5e2085e3a5d..572f38845eaa3 100644
--- a/contentful/README.md
+++ b/contentful/README.md
@@ -1,3 +1,5 @@
+# Contentful
+
 ## Overview
 
 [Contentful][1] is a content (articles, photos, and videos) management platform that allows businesses to create, manage, and deliver digital content across various channels like websites and mobile apps through its intuitive interface and robust APIs or SDKs.
diff --git a/contentful/assets/contentful.svg b/contentful/assets/contentful.svg
new file mode 100644
index 0000000000000..935e7fb845931
--- /dev/null
+++ b/contentful/assets/contentful.svg
@@ -0,0 +1,35 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="Layer_1" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 700 149">
+  <defs>
+    <style>
+      .cls-1 {
+        fill: #2b2d31;
+        fill-rule: evenodd;
+      }
+
+      .cls-1, .cls-2, .cls-3, .cls-4 {
+        stroke-width: 0px;
+      }
+
+      .cls-2 {
+        fill: #1773eb;
+      }
+
+      .cls-3 {
+        fill: #e44f20;
+      }
+
+      .cls-4 {
+        fill: #ffda00;
+      }
+    </style>
+  </defs>
+  <g>
+    <path class="cls-2" d="m54.09,20.62c5,4.99,6.91,12.3,5,19.1,6.15-3.7,13.2-5.65,20.38-5.64h.15c10.55.03,20.65,4.27,28.07,11.77h0c5.95,6.25,15.83,6.49,22.08.55,6.25-5.95,6.49-15.83.55-22.08-.15-.16-.3-.31-.46-.46-13.25-13.4-31.3-20.95-50.15-21h-.27c-14.11-.03-27.9,4.17-39.6,12.05h.44c5.18-.01,10.15,2.05,13.81,5.72Z"/>
+    <path class="cls-3" d="m118.49,97.54c-4.12,0-8.08,1.63-11,4.53h0c-7.44,7.4-17.51,11.56-28,11.55h-.15c-7.2-.01-14.25-1.99-20.4-5.73.47,1.7.7,3.46.7,5.22,0,10.79-8.74,19.53-19.53,19.53h-.51c11.69,7.96,25.49,12.23,39.63,12.25h.27c18.74.03,36.73-7.39,50-20.62,6.12-6.08,6.17-15.96.09-22.09-2.93-2.96-6.93-4.62-11.09-4.62v-.02Z"/>
+    <path class="cls-4" d="m26.28,99.29c3.65-3.68,8.63-5.74,13.81-5.72,1.79,0,3.57.24,5.29.72-7.59-12.62-7.56-28.41.08-41-10.41,2.86-21.16-3.27-24.01-13.67-.46-1.69-.7-3.43-.7-5.19v-.53c-16.33,24-16.41,55.53-.19,79.61v-.41c-.02-5.18,2.04-10.16,5.72-13.81Z"/>
+    <path class="cls-2" d="m40.28,18.37c-4.44,0-7.55,1.84-11.32,5.61-3.59,3.58-4.72,6.72-4.73,10.45,0,8.86,7.2,16.05,16.06,16.04,8.86,0,16.05-7.2,16.04-16.06,0-8.86-7.19-16.04-16.05-16.04Z"/>
+    <path class="cls-3" d="m24,113.12c0,4.43,1.84,7.55,5.6,11.31,3.59,3.59,6.72,4.73,10.45,4.74,8.84-.03,15.98-7.21,15.95-16.05-.03-8.84-7.21-15.98-16.05-15.95-8.82.03-15.95,7.18-15.95,16v-.05Z"/>
+  </g>
+  <path class="cls-1" d="m197.57,87.79c4.47-3.38,5.07-1.49,8.84,2.29,1.89,1.89,7.06,5.17,3.68,7.95-7.06,5.76-13.42,8.35-22.46,8.35-20.37-.1-34.78-15.3-33.59-35.48.5-9.04,4.07-17.59,11.13-23.45,6.46-5.47,14.51-7.85,22.96-7.65,4.27.1,8.05.7,12.02,2.39,2.58.99,5.07,2.19,7.25,3.88,4.47,3.48,2.39,5.47-1.09,8.94-.8.8-1.59,1.59-2.29,2.39-1.79,1.79-2.98,3.08-5.37,1.39-4.57-3.18-10.34-4.87-15.8-3.48-17.59,4.47-16.79,35.78,4.77,35.88,3.38.1,7.16-1.29,9.94-3.38Zm488.93,18.98c-2.98,0-5.37-2.39-5.37-5.37l.3-69.37c0-2.98,2.39-5.37,5.37-5.37h5.76c2.98,0,5.37,2.39,5.37,5.37l-.3,69.37c0,2.98-2.39,5.37-5.37,5.37h-5.76Zm-30.21-8.05c-6.26,5.86-12.22,8.94-21.07,8.94-17.89-.1-26.43-14.91-26.43-31.5l.1-28.22c0-2.98,2.39-5.37,5.37-5.37h5.76c2.98,0,5.37,2.39,5.37,5.37l-.1,28.22c0,9.24,4.97,16.5,14.71,16.5s15.7-8.15,15.8-17.29v-10.04c-.1-.4-.1-.8-.1-1.19l.1-16c0-2.98,2.39-5.37,5.37-5.37h5.76c2.98,0,5.37,2.39,5.37,5.37l-.2,53.27c0,2.88-2.38,5.27-5.37,5.27h-4.87c-2.98,0-5.07-2.48-5.27-5.27l-.3-2.68Zm-68.57-55.95h11.13c2.98,0,5.27,2.48,5.27,5.47v3.68c0,2.88-2.38,5.37-5.37,5.37h-11.13l-.2,43.83c0,2.98-2.39,5.37-5.37,5.37h-5.76c-2.98,0-5.37-2.39-5.37-5.37l.2-60.62c0-13.22,7.55-23.65,21.07-24.84.4,0,.7-.1,1.09-.1.79-.1,1.59,0,2.38,0h5.17c2.98,0,5.27,2.48,5.27,5.47v3.38c0,2.88-2.39,5.37-5.37,5.37h-4.17c-6.36,0-9.04,4.87-9.14,10.83l.3,2.19Zm-39.95-.2h12.22c2.88,0,5.27,2.39,5.27,5.37v3.68c0,2.88-2.39,5.27-5.37,5.27h-12.22l-.1,26.83c0,5.17,2.48,8.15,7.65,8.15h2.48c2.88,0,5.27,2.39,5.27,5.37v3.68c0,2.88-2.38,5.27-5.37,5.27h-4.67c-.89,0-1.69,0-2.58-.1-13.22-.89-19.08-9.44-19.08-22.36.1-17.39.1-34.68.2-52.07,0-2.88,2.39-5.27,5.37-5.27h5.66c2.88,0,5.27,2.39,5.27,5.37v10.83Zm-176.79-.7h12.22c2.88,0,5.27,2.39,5.27,5.37v3.68c0,2.88-2.39,5.27-5.37,5.27h-12.22v26.83c0,5.17,2.48,8.15,7.65,8.15h2.48c2.88,0,5.27,2.39,5.27,5.37v3.68c0,2.88-2.39,5.27-5.37,5.27h-3.68c-14.41-.1-22.76-6.26-22.76-22.46.1-17.39.1-34.68.2-52.07,0-2.88,2.39-5.27,5.37-5.27h5.66c2.88,0,5.27,2.39,5.27,5.37v10.83Zm-71.75,7.55c5.86-5.47,12.22-8.94,20.47-8.94,17.89.1,27.13,14.71,27.03,31.5l-.1,28.22c0,2.98-2.39,5.37-5.37,5.37h-5.76c-2.98,0-5.37-2.39-5.37-5.37l.1-28.02c0-9.24-4.97-16.5-14.71-16.5s-15.7,8.05-15.8,17.19l-.1,27.33c0,2.88-2.39,5.27-5.37,5.27h-5.66c-2.88,0-5.27-2.39-5.27-5.37.1-16.99.1-34.09.2-51.08v-2.29c0-2.88,2.39-5.27,5.37-5.27h4.87c2.98,0,5.07,2.48,5.27,5.27l.2,2.68Zm177.09.7c5.86-5.47,12.22-8.94,20.47-8.94,17.89.1,27.13,14.71,27.03,31.5l-.1,28.22c0,2.98-2.39,5.37-5.37,5.37h-5.76c-2.98,0-5.37-2.39-5.37-5.37l.1-28.02c0-9.24-4.97-16.5-14.71-16.5s-15.7,8.05-15.8,17.19l-.1,27.33c0,2.88-2.39,5.27-5.37,5.27h-5.66c-2.88,0-5.27-2.39-5.27-5.37l.2-53.37c0-2.88,2.39-5.27,5.37-5.27h4.87c2.98,0,5.07,2.48,5.27,5.27l.2,2.68Zm-231.15-10.14c-19.38-.1-33.09,13.91-33.19,33.19-.1,19.48,13.42,33.29,32.99,33.39,19.58.1,33.29-13.61,33.39-33.19.1-19.18-13.91-33.29-33.19-33.39Zm160.89,39.85c1.39,8.94,9.94,12.62,18.29,12.72,3.98,0,8.55-.99,12.12-2.68.6-.3,1.19-.5,1.79-.89,1.99-1.09,3.78-1.79,5.57,0,.99.99,1.89,1.99,2.88,2.88.89.89,1.79,1.79,2.58,2.88,2.68,3.38.8,4.17-2.29,6.26-6.56,4.37-15.11,6.56-22.96,6.56-21.07-.1-34.98-12.92-34.98-34.19.1-20.07,14.01-33.39,34.09-33.29,20.47.1,32.1,12.12,32.4,32.6.1,5.57.3,7.35-5.47,7.35l-44.02-.2Zm-160.89-24.84c10.04,0,16.7,8.75,16.7,18.38s-6.26,18.09-16.79,18.09-16.7-8.15-16.7-18.19c.1-9.94,6.36-18.29,16.79-18.29Zm161.29,11.03l32.99.1c-1.19-8.25-8.05-11.53-15.9-11.53s-14.61,3.68-17.09,11.43Z"/>
+</svg>
\ No newline at end of file
diff --git a/coredns/CHANGELOG.md b/coredns/CHANGELOG.md
index bfe5a8e205d0d..d48a80cf7fadb 100644
--- a/coredns/CHANGELOG.md
+++ b/coredns/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.3 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/coredns/changelog.d/18207.added b/coredns/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/coredns/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/coredns/changelog.d/18580.removed b/coredns/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/coredns/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/coredns/changelog.d/18617.fixed b/coredns/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/coredns/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/coredns/datadog_checks/coredns/__about__.py b/coredns/datadog_checks/coredns/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/coredns/datadog_checks/coredns/__about__.py
+++ b/coredns/datadog_checks/coredns/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/coredns/tests/docker/docker-compose.yml b/coredns/tests/docker/docker-compose.yml
index dc139fe854039..165552d7c622d 100644
--- a/coredns/tests/docker/docker-compose.yml
+++ b/coredns/tests/docker/docker-compose.yml
@@ -1,5 +1,3 @@
-version: "3.2"
-
 services:
   coredns:
     image: coredns/coredns:${COREDNS_VERSION}
diff --git a/couch/CHANGELOG.md b/couch/CHANGELOG.md
index 6dadd95ae90dd..7f116a589f626 100644
--- a/couch/CHANGELOG.md
+++ b/couch/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.1.0 / 2024-11-28
+
+***Added***:
+
+* Add support for Couch version 3.4.0 ([#19052](https://github.com/DataDog/integrations-core/pull/19052))
+
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/couch/changelog.d/18207.added b/couch/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/couch/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/couch/changelog.d/18580.removed b/couch/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/couch/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/couch/changelog.d/18617.fixed b/couch/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/couch/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/couch/datadog_checks/couch/__about__.py b/couch/datadog_checks/couch/__about__.py
index 18882fdf3298a..1b6d66341f5d3 100644
--- a/couch/datadog_checks/couch/__about__.py
+++ b/couch/datadog_checks/couch/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "7.0.0"
+__version__ = "8.1.0"
diff --git a/couch/datadog_checks/couch/couch.py b/couch/datadog_checks/couch/couch.py
index 37235cd84b2aa..b5f8267a77800 100644
--- a/couch/datadog_checks/couch/couch.py
+++ b/couch/datadog_checks/couch/couch.py
@@ -260,6 +260,9 @@ def _build_system_metrics(self, data, tags, prefix='couchdb.erlang'):
                     dist_tags = list(tags)
                     dist_tags.append("node:{0}".format(node))
                     self._build_system_metrics(metrics, dist_tags, "{0}.{1}".format(prefix, key))
+            elif key == "distribution_events":
+                self.agent_check.log.debug("Skipping distribution events")
+                continue
             elif isinstance(value, dict):
                 self._build_system_metrics(value, tags, "{0}.{1}".format(prefix, key))
             else:
diff --git a/couch/tests/conftest.py b/couch/tests/conftest.py
index 1299b439d6d86..8e407331a251c 100644
--- a/couch/tests/conftest.py
+++ b/couch/tests/conftest.py
@@ -40,6 +40,15 @@ def active_tasks():
         return json.loads(f.read())
 
 
+@pytest.fixture
+def load_test_data():
+    """
+    Returns a raw response from `/_3.4_system.json`
+    """
+    with open(os.path.join(common.HERE, 'fixtures', '_3.4_system.json')) as f:
+        return json.load(f)
+
+
 @pytest.fixture(scope="session")
 def dd_environment():
     """
diff --git a/couch/tests/fixtures/_3.4_system.json b/couch/tests/fixtures/_3.4_system.json
new file mode 100644
index 0000000000000..a26d70f9c4169
--- /dev/null
+++ b/couch/tests/fixtures/_3.4_system.json
@@ -0,0 +1,223 @@
+{
+    "uptime": 87,
+    "memory": {
+        "other": 19225722,
+        "atom": 553593,
+        "atom_used": 526962,
+        "processes": 12616384,
+        "processes_used": 12607040,
+        "binary": 558120,
+        "code": 12149997,
+        "ets": 1847536
+    },
+    "run_queue": 0,
+    "ets_table_count": 124,
+    "context_switches": 83763,
+    "reductions": 29838712,
+    "garbage_collection_count": 25531,
+    "words_reclaimed": 27456219,
+    "io_input": 11354834,
+    "io_output": 2849837,
+    "os_proc_count": 0,
+    "stale_proc_count": 0,
+    "process_count": 470,
+    "process_limit": 262144,
+    "message_queues": {
+        "couch_file": {
+            "count": 34,
+            "min": 0,
+            "max": 0,
+            "50": 0,
+            "90": 0,
+            "99": 0
+        },
+        "couch_db_updater": {
+            "count": 22,
+            "min": 0,
+            "max": 0,
+            "50": 0,
+            "90": 0,
+            "99": 0
+        },
+        "httpc_manager": 0,
+        "httpc_handler_sup": 0,
+        "ken_sup": 0,
+        "ken_server": 0,
+        "couch_replication": 0,
+        "chttpd_auth_cache_lru": 0,
+        "couch_index_sup": 0,
+        "ioq_sup": 0,
+        "couch_index_server": 0,
+        "mem3_events": 0,
+        "jwtf_sup": 0,
+        "rexi_buffer_couchdb@couchdb-2.example.com": 0,
+        "jwtf_keystore": 0,
+        "rexi_buffer_couchdb@couchdb-3.example.com": 0,
+        "ioq": 0,
+        "couch_uuids": 0,
+        "ftp_sup": 0,
+        "rexi_buffer_mon": 0,
+        "ibrowse_sup": 0,
+        "couch_secondary_services": 0,
+        "rexi_buffer_sup": 0,
+        "couch_primary_services": 0,
+        "couch_task_status": 0,
+        "couch_sup": 0,
+        "global_changes_sup": 0,
+        "global_changes_server": 0,
+        "couch_server": 0,
+        "ibrowse": 0,
+        "config_event": 0,
+        "chttpd_sup": 0,
+        "couch_proc_manager": 0,
+        "release_handler": 0,
+        "sasl_sup": 0,
+        "dreyfus_sup": 0,
+        "standard_error_sup": 0,
+        "couch_event_sup2": 0,
+        "alarm_handler": 0,
+        "couch_event_server": 0,
+        "couch_epi_functions_gen_couch_index": 0,
+        "dreyfus_index_manager": 0,
+        "couch_epi_functions_gen_chttpd_auth": 0,
+        "timer_server": 0,
+        "couch_epi_functions_gen_couch_db": 0,
+        "runtime_tools_sup": 0,
+        "couch_epi_data_gen_flags_config": 0,
+        "couch_httpd_vhost": 0,
+        "couch_epi_functions_gen_global_changes": 0,
+        "couch_epi_functions_gen_chttpd_handlers": 0,
+        "chttpd_auth_cache": 0,
+        "couch_epi_functions_gen_feature_flags": 0,
+        "couch_stats_sup": 0,
+        "couch_epi_functions_gen_chttpd": 0,
+        "couch_plugin": 0,
+        "couch_stats_process_tracker": 0,
+        "chttpd": 0,
+        "kernel_safe_sup": 0,
+        "tftp_sup": 0,
+        "couch_stats_aggregator": 0,
+        "rexi_server_couchdb@couchdb-3.example.com": 0,
+        "rex": 0,
+        "rexi_server_couchdb@couchdb-2.example.com": 0,
+        "net_sup": 0,
+        "folsom_sup": 0,
+        "inet_gethost_native_sup": 0,
+        "kernel_sup": 0,
+        "ddoc_cache_sup": 0,
+        "global_name_server": 0,
+        "ddoc_cache_opener": 0,
+        "folsom_sample_slide_sup": 0,
+        "ddoc_cache_lru": 0,
+        "file_server_2": 0,
+        "standard_error": 0,
+        "couch_drv": 0,
+        "couch_peruser_sup": 0,
+        "tls_connection_sup": 0,
+        "couch_peruser": 0,
+        "folsom_metrics_histogram_ets": 0,
+        "couch_replicator_sup": 0,
+        "ssl_sup": 0,
+        "couch_replicator_scheduler_sup": 0,
+        "smoosh_sup": 0,
+        "folsom_meter_timer_server": 0,
+        "smoosh_server": 0,
+        "couch_replicator_scheduler": 0,
+        "rexi_buffer_couchdb@couchdb-1.example.com": 0,
+        "rexi_server_couchdb@couchdb-1.example.com": 0,
+        "mem3_sync_nodes": 0,
+        "couch_replicator_rate_limiter": 0,
+        "inet_gethost_native": 0,
+        "inets_sup": 0,
+        "setup_sup": 0,
+        "inet_db": 0,
+        "ssl_pem_cache": 0,
+        "mem3_sync": 0,
+        "ssl_manager": 0,
+        "mem3_sup": 0,
+        "ssl_listen_tracker_sup": 0,
+        "mem3_shards": 0,
+        "mem3_seeds": 0,
+        "httpd_sup": 0,
+        "couch_log_sup": 0,
+        "mem3_reshard_sup": 0,
+        "mango_sup": 0,
+        "couch_log_server": 0,
+        "couch_epi_data_gen_dreyfus_black_list": 0,
+        "mem3_reshard_job_sup": 0,
+        "erts_code_purger": 0,
+        "global_group": 0,
+        "error_logger": 0,
+        "couch_replicator_doc_processor": 0,
+        "ssl_connection_sup": 0,
+        "init": 0,
+        "mem3_reshard_dbdoc": 0,
+        "couch_replicator_connection": 0,
+        "erl_signal_server": 0,
+        "net_kernel": 0,
+        "couch_replicator_clustering": 0,
+        "sasl_safe_sup": 0,
+        "config": 0,
+        "mem3_reshard": 0,
+        "user": 0,
+        "couch_epi_sup": 0,
+        "erl_epmd": 0,
+        "mem3_nodes": 0,
+        "ssl_admin_sup": 0,
+        "mochiweb_clock": 0,
+        "dtls_udp_sup": 0,
+        "erl_prim_loader": 0,
+        "code_server": 0,
+        "httpc_sup": 0,
+        "rexi_sup": 0,
+        "dtls_connection_sup": 0,
+        "rexi_server_sup": 0,
+        "rexi_server_mon": 0,
+        "auth": 0,
+        "application_controller": 0,
+        "httpc_profile_sup": 0,
+        "config_sup": 0,
+        "rexi_server": 0
+    },
+    "internal_replication_jobs": 0,
+    "distribution": {
+        "couchdb@couchdb-2.example.com": {
+            "recv_oct": 546816,
+            "recv_cnt": 1865,
+            "recv_max": 20295,
+            "recv_avg": 293,
+            "recv_dvi": 11,
+            "send_oct": 326373,
+            "send_cnt": 2989,
+            "send_max": 1257,
+            "send_avg": 109,
+            "send_pend": 0
+        },
+        "couchdb@couchdb-3.example.com": {
+            "recv_oct": 495964,
+            "recv_cnt": 1663,
+            "recv_max": 20295,
+            "recv_avg": 298,
+            "recv_dvi": 20,
+            "send_oct": 322019,
+            "send_cnt": 2934,
+            "send_max": 2514,
+            "send_avg": 109,
+            "send_pend": 0
+        }
+    },
+    "distribution_events": {
+        "couchdb@couchdb-3.example.com": [
+            [
+                "2024-11-13T19:57:04Z",
+                "nodeup"
+            ]
+        ],
+        "couchdb@couchdb-2.example.com": [
+            [
+                "2024-11-13T19:57:04Z",
+                "nodeup"
+            ]
+        ]
+    }
+}
\ No newline at end of file
diff --git a/couch/tests/test_unit.py b/couch/tests/test_unit.py
index 15d86f5e71957..bfa3ba06dadae 100644
--- a/couch/tests/test_unit.py
+++ b/couch/tests/test_unit.py
@@ -2,11 +2,13 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 from copy import deepcopy
+from unittest.mock import MagicMock
 
 import mock
 import pytest
 
 from datadog_checks.couch import CouchDb
+from datadog_checks.couch.couch import CouchDB2
 
 from . import common
 
@@ -45,3 +47,24 @@ def test_config(test_case, extra_config, expected_http_kwargs):
         http_wargs.update(expected_http_kwargs)
 
         r.get.assert_called_with('http://{}:5984/_all_dbs/'.format(common.HOST), **http_wargs)
+
+
+def test_new_version_system_metrics(load_test_data):
+    # Testing the _build_system_metrics method I'm feeding it a json that has a the updated
+    # keys that was added in version 3.4 that was causing the check to break. The idea here
+    # is that I'm going to give the method the json then assert that it's able to go through
+    # it thhorougly by the number of function calls and debug log calls.
+
+    # Mock everything needed for the function to run
+    mock_agent_check = MagicMock()
+    mock_agent_check.gauge = MagicMock()
+    mock_agent_check.log = MagicMock()
+
+    couchdb_check = CouchDB2(mock_agent_check)
+    tags = ["test:tag"]
+
+    # The fixture file json is loaded as a fixture in the confest.py file
+    couchdb_check._build_system_metrics(load_test_data, tags)
+
+    assert mock_agent_check.gauge.call_count >= 183
+    mock_agent_check.log.debug.assert_any_call("Skipping distribution events")
diff --git a/couchbase/CHANGELOG.md b/couchbase/CHANGELOG.md
index 83f4ca5ee8d03..ac685227c8925 100644
--- a/couchbase/CHANGELOG.md
+++ b/couchbase/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/couchbase/changelog.d/18207.added b/couchbase/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/couchbase/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/couchbase/changelog.d/18580.removed b/couchbase/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/couchbase/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/couchbase/changelog.d/18617.fixed b/couchbase/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/couchbase/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/couchbase/datadog_checks/couchbase/__about__.py b/couchbase/datadog_checks/couchbase/__about__.py
index f81a9a356ff96..b033d7b5bb770 100644
--- a/couchbase/datadog_checks/couchbase/__about__.py
+++ b/couchbase/datadog_checks/couchbase/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "4.0.0"
+__version__ = "5.0.0"
diff --git a/crio/CHANGELOG.md b/crio/CHANGELOG.md
index 492dd519c9e5e..5953f2b4a56fc 100644
--- a/crio/CHANGELOG.md
+++ b/crio/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.6.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/crio/changelog.d/18207.added b/crio/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/crio/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/crio/changelog.d/18580.removed b/crio/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/crio/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/crio/changelog.d/18617.fixed b/crio/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/crio/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/crio/datadog_checks/crio/__about__.py b/crio/datadog_checks/crio/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/crio/datadog_checks/crio/__about__.py
+++ b/crio/datadog_checks/crio/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/databricks/README.md b/databricks/README.md
index 61e51634e178d..45269de30fc76 100644
--- a/databricks/README.md
+++ b/databricks/README.md
@@ -1,28 +1,49 @@
 # Agent Check: Databricks
 
-<div class="alert alert-warning">
+<div class="alert alert-info">
 <a href="https://docs.datadoghq.com/data_jobs/">Data Jobs Monitoring</a> helps you observe, troubleshoot, and cost-optimize your Databricks jobs and clusters.<br/><br/>
-This page is limited to documentation for ingesting Databricks cluster utilization metrics and logs.
+This page is limited to documentation for ingesting Databricks model serving metrics and cluster utilization data.
 </div>
 
 ![Databricks default dashboard][21]
 
 ## Overview
 
-Monitor your [Databricks][1] clusters with the Datadog [Spark integration][2].
+Datadog offers several Databricks monitoring capabilities.
 
-This integration unifies logs, infrastructure metrics, and Spark performance metrics, providing real-time visibility into the health of your nodes and the performance of your jobs. It can help you debug errors, fine-tune performance, and identify issues such as inefficient data partitioning or clusters running out of memory.
+[Data Jobs Monitoring][25] provides monitoring for your Databricks jobs and clusters. You can detect problematic Databricks jobs and workflows anywhere in your data pipelines, remediate failed and long-running-jobs faster, and optimize cluster resources to reduce costs.
 
-For feature details, see [Monitor Databricks with Datadog][22].
+[Cloud Cost Management][26] gives you a view to analyze all your Databricks DBU costs alongside the associated cloud spend.
 
+[Log Management][27] enables you to aggregate and analyze logs from your Databricks jobs & clusters. You can collect these logs as part of [Data Jobs Monitoring][25].
+
+[Infrastructure Monitoring][28] gives you a limited subset of the Data Jobs Monitoring functionality - visibility into the resource utilization of your Databricks clusters and Apache Spark performance metrics.
+
+Model serving metrics provide insights into how your  Databricks model serving infrastructure is performing. With these metrics, you can detect endpoints that have high error rate, high latency, are over/under provisioned, and more.
 ## Setup
 
 ### Installation
+Gain insight into the health of your model serving infrastructure by following the [Model Serving Configuration](#model-serving-configuration) instructions.
 
-Monitor Databricks Spark applications with the [Datadog Spark integration][3]. Install the [Datadog Agent][4] on your clusters following the [configuration](#configuration) instructions for your appropriate cluster. After that, install the [Spark integration][23] on Datadog to autoinstall the Databricks Overview dashboard.
+Monitor Databricks Spark applications with the [Datadog Spark integration][3]. Install the [Datadog Agent][4] on your clusters following the [configuration](#spark-configuration) instructions for your appropriate cluster. Refer to [Spark Configuration](#spark-configuration) instructions.
 
 ### Configuration
+#### Model Serving Configuration
+1. In your Databricks workspace, click on your profile in the top right corner and go to **Settings**. Select **Developer** in the left side bar. Next to **Access tokens**, click **Manage**.
+2. Click **Generate new token**, enter "Datadog Integration" in the **Comment** field, remove the default value in **Lifetime (days)**, and click **Generate**. Take note of your token.
+
+   **Important:**
+   * Make sure you delete the default value in **Lifetime (days)** so that the token doesn't expire and the integration doesn't break.
+   * Ensure the account generating the token has [CAN VIEW access][30] for the Databricks jobs and clusters you want to monitor.
 
+   As an alternative, follow the [official Databricks documentation][31] to generate an access token for a [service principal][31].
+
+3. In Datadog, open the Databricks integration tile.
+4. On the **Configure** tab, click **Add Databricks Workspace**.
+5. Enter a workspace name, your Databricks workspace URL, and the Databricks token you generated.
+6. In the **Select resources to set up collection** section, make sure **Metrics - Model Serving** is **Enabled**.
+
+#### Spark Configuration
 Configure the Spark integration to monitor your Apache Spark Cluster on Databricks and collect system and Spark metrics.
 
 Each script described below can be modified to suits your needs. For instance, you can:
@@ -447,8 +468,10 @@ chmod a+x /tmp/start_datadog.sh
 ## Data Collected
 
 ### Metrics
-
-See the [Spark integration documentation][8] for a list of metrics collected.
+#### Model Serving Metrics
+See [metadata.csv][29] for a list of metrics provided by this integration.
+#### Spark Metrics
+See the [Spark integration documentation][8] for a list of Spark metrics collected.
 
 ### Service Checks
 
@@ -492,3 +515,10 @@ Additional helpful documentation, links, and articles:
 [22]: https://www.datadoghq.com/blog/databricks-monitoring-datadog/
 [23]: https://app.datadoghq.com/integrations/spark
 [24]: https://docs.databricks.com/en/ingestion/add-data/upload-to-volume.html#upload-files-to-a-unity-catalog-volume
+[25]: https://www.datadoghq.com/product/data-jobs-monitoring/
+[26]: https://www.datadoghq.com/product/cloud-cost-management/
+[27]: https://www.datadoghq.com/product/log-management/
+[28]: https://docs.datadoghq.com/integrations/databricks/?tab=driveronly
+[29]: https://github.com/DataDog/integrations-core/blob/master/databricks/metadata.csv
+[30]: https://docs.databricks.com/en/security/auth-authz/access-control/index.html#job-acls
+[31]: https://docs.databricks.com/en/admin/users-groups/service-principals.html#what-is-a-service-principal
\ No newline at end of file
diff --git a/databricks/assets/dashboards/clusters_dashboard.json b/databricks/assets/dashboards/clusters_dashboard.json
new file mode 100644
index 0000000000000..6b932e33bc483
--- /dev/null
+++ b/databricks/assets/dashboards/clusters_dashboard.json
@@ -0,0 +1,1997 @@
+{
+    "title": "Databricks Clusters",
+    "description": "This dashboard tracks the status of your Databricks clusters. It allows you to track the resources utilization, as well as the Databricks jobs running on them",
+    "widgets": [
+        {
+            "id": 7986081179091420,
+            "definition": {
+                "title": "New group",
+                "banner_img": "/static/images/logos/databricks_large.svg",
+                "show_title": false,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2088480862142846,
+                        "definition": {
+                            "type": "note",
+                            "content": "This dashboard monitors the status of your Databricks clusters, including resource utilization and Databricks and Spark jobs running on them.\n\nIt identifies clusters that are underutilized or overutilized, highlighting possible areas for optimization.\n\nThis dashboard works best when filtered on a specific **cluster_name** or **databricks_cluster_id** from the cluster list.\n\nTo filter on all clusters of a specific job, use a wildcard filter **job-<JOB_ID>*** for the cluster_name.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 7
+            }
+        },
+        {
+            "id": 696856316767128,
+            "definition": {
+                "title": "Overview",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 908912502631126,
+                        "definition": {
+                            "title": "Currently active clusters",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "hostmap",
+                            "requests": {
+                                "fill": {
+                                    "q": "avg:system.cpu.idle{$cluster_name,$databricks_cluster_id,$jobid,$job_name} by {host}"
+                                }
+                            },
+                            "node_type": "host",
+                            "no_metric_hosts": false,
+                            "no_group_hosts": false,
+                            "group": [
+                                "cluster_name",
+                                "spark_node"
+                            ],
+                            "scope": [
+                                "$cluster_name",
+                                "$databricks_cluster_id",
+                                "$jobid",
+                                "$job_name"
+                            ],
+                            "style": {
+                                "palette": "green_to_orange",
+                                "palette_flip": false,
+                                "fill_min": "auto",
+                                "fill_max": "auto"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 8,
+                            "height": 6
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 7
+            }
+        },
+        {
+            "id": 3099884101005090,
+            "definition": {
+                "title": "Driver Infra Metrics",
+                "background_color": "gray",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6911774026162056,
+                        "definition": {
+                            "title": "Average Driver CPU Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "100 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": "<",
+                                            "value": 5,
+                                            "palette": "white_on_red"
+                                        },
+                                        {
+                                            "comparator": "<",
+                                            "value": 20,
+                                            "palette": "white_on_yellow"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 90,
+                                            "palette": "white_on_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3281409481807368,
+                        "definition": {
+                            "title": "Driver Cores Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Cores Total",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "core"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Cores Used",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "core"
+                                                }
+                                            },
+                                            "formula": "(100 - query2) / 100 * query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "max:system.cpu.num_cores{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 0,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7278341068977720,
+                        "definition": {
+                            "title": "Driver Network IO",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Network Received",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Network Sent",
+                                            "formula": "0 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.net.bytes_rcvd{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.net.bytes_sent{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 0,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5352425254965778,
+                        "definition": {
+                            "title": "Average Driver Memory Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query2 / query1 * 100",
+                                            "number_format": {
+                                                "unit": {
+                                                    "label": "%",
+                                                    "type": "custom_unit_label"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.mem.total{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.mem.used{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2572028652296372,
+                        "definition": {
+                            "title": "Driver Memory Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Memory Total",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Memory Used",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "max:system.mem.total{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.mem.used{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7495689945000702,
+                        "definition": {
+                            "title": "Driver Disk IO",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Disk Read",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Disk Write",
+                                            "formula": "0 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.io.rkb_s{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.io.wkb_s{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid}.fill(null)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1622605763497646,
+                        "definition": {
+                            "title": "Driver Instance type",
+                            "type": "treemap",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:datadog.agent.running{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {jobid,cluster_name,databricks_instance_type}.fill(null).rollup(avg, 15)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3585103700094100,
+                        "definition": {
+                            "type": "note",
+                            "content": "Each Databricks cluster is composed of one driver that coordinate workers. \n\nWhen running distributed spark, the driver delegates the computations to workers. When running local python code, it executes on the driver.\n",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 6,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 12,
+                "height": 10
+            }
+        },
+        {
+            "id": 4267549119585796,
+            "definition": {
+                "title": "Worker Infra Metrics",
+                "background_color": "yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4302717802964760,
+                        "definition": {
+                            "title": "Average Workers CPU Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "100 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": "<",
+                                            "value": 10,
+                                            "palette": "white_on_red"
+                                        },
+                                        {
+                                            "comparator": "<",
+                                            "value": 40,
+                                            "palette": "white_on_yellow"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 95,
+                                            "palette": "white_on_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4408207578967238,
+                        "definition": {
+                            "title": "Workers Core Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Cores Total",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Cores Used",
+                                            "formula": "(100 - query2) / 100 * query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.cpu.num_cores{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 0,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4342739401280664,
+                        "definition": {
+                            "title": "Workers Network IO",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Network Received",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Network Sent",
+                                            "formula": "0 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.net.bytes_rcvd{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.net.bytes_sent{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 0,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8932299730586084,
+                        "definition": {
+                            "title": "Average Workers Memory Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query2 / query1 * 100",
+                                            "number_format": {
+                                                "unit": {
+                                                    "label": "%",
+                                                    "type": "custom_unit_label"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.mem.used{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.mem.total{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name}.fill(null)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4579711997928106,
+                        "definition": {
+                            "title": "Workers Memory Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Memory Used",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "alias": "Memory Total",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.mem.used{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        },
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.mem.total{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
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+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
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+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1808828575473100,
+                        "definition": {
+                            "title": "Workers Disk IO",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Disk Read",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Disk Write",
+                                            "formula": "0 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.io.rkb_s{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.io.wkb_s{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,jobid,host}.fill(null).rollup(avg, 15)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8753199573607550,
+                        "definition": {
+                            "title": "Worker Count by Instance type",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Worker Count",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "sum:datadog.agent.running{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {jobid,cluster_name,databricks_instance_type}.fill(null).rollup(avg, 15)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2102656673592240,
+                        "definition": {
+                            "type": "note",
+                            "content": "Monitor the resource usage of your Databricks workers.  Databricks clusters aggregate worker metrics, providing an overview of the full cluster.\n\nTo collect these metrics, install the Agent on the worker nodes.\n",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 6,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 17,
+                "width": 12,
+                "height": 10
+            }
+        },
+        {
+            "id": 3740656414431136,
+            "definition": {
+                "title": "Clusters List",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2519283390108434,
+                        "definition": {
+                            "title": "Databricks Clusters (click to set template variable)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "sum:system.cpu.num_cores{databricks_cluster_id:*,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,databricks_cluster_id,jobid}.rollup(avg, 60)",
+                                            "aggregator": "sum"
+                                        },
+                                        {
+                                            "name": "query4",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:driver,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,databricks_cluster_id,jobid}.fill(null)",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "name": "query2",
+                                            "data_source": "metrics",
+                                            "query": "avg:system.cpu.idle{databricks_cluster_id:*,spark_node:worker,$databricks_cluster_id,$cluster_name,$jobid,$job_name} by {cluster_name,databricks_cluster_id,jobid}.fill(null)",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "alias": "Core-Hours",
+                                            "cell_display_mode": "bar",
+                                            "formula": "query1 / 60"
+                                        },
+                                        {
+                                            "alias": "Avg Driver CPU Usage",
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": "<",
+                                                    "value": 10,
+                                                    "palette": "black_on_light_red"
+                                                },
+                                                {
+                                                    "comparator": "<",
+                                                    "value": 40,
+                                                    "palette": "black_on_light_yellow"
+                                                }
+                                            ],
+                                            "formula": "100 - query4"
+                                        },
+                                        {
+                                            "alias": "Driver CPU Usage",
+                                            "cell_display_mode": "trend",
+                                            "formula": "100 - (query4 * 1)"
+                                        },
+                                        {
+                                            "alias": "Avg Worker CPU Usage",
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": "<",
+                                                    "value": 10,
+                                                    "palette": "black_on_light_red"
+                                                },
+                                                {
+                                                    "comparator": "<",
+                                                    "value": 40,
+                                                    "palette": "black_on_light_yellow"
+                                                }
+                                            ],
+                                            "formula": "100 - query2"
+                                        },
+                                        {
+                                            "alias": "Worker CPU Usage",
+                                            "cell_display_mode": "trend",
+                                            "formula": "100 - (query2 * 1)"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 6
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 27,
+                "width": 12,
+                "height": 7,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 3169436294904234,
+            "definition": {
+                "title": "Databricks Jobs",
+                "background_color": "orange",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1733057346490264,
+                        "definition": {
+                            "type": "note",
+                            "content": "Jobs and tasks running on the selected cluster. The data is retrieved using the [Databricks integration](https://app.datadoghq.com/integrations/databricks?search=databricks).",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4480463482887100,
+                        "definition": {
+                            "title": "Databricks Task by status",
+                            "type": "treemap",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "count",
+                                                "metric": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@state.result_state",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                },
+                                                {
+                                                    "facet": "resource_name",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "operation_name:databricks.task @cluster_metadata.cluster_name:$cluster_name.value @cluster_metadata.cluster_id:$databricks_cluster_id.value $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6556999691319020,
+                        "definition": {
+                            "title": "Top 30 Databricks Jobs (click to Data Jobs Monitoring)",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query2",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "count",
+                                                "metric": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "aggregation": "count",
+                                                        "order": "desc",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                },
+                                                {
+                                                    "facet": "jobid",
+                                                    "limit": 30,
+                                                    "sort": {
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+                                                        "order": "desc",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "operation_name:databricks.task @cluster_metadata.cluster_name:$cluster_name.value @cluster_metadata.cluster_id:$databricks_cluster_id.value @state.result_state:SUCCESS $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query3",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "count",
+                                                "metric": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "aggregation": "count",
+                                                        "order": "desc",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                },
+                                                {
+                                                    "facet": "jobid",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "aggregation": "count",
+                                                        "order": "desc",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "operation_name:databricks.task @cluster_metadata.cluster_name:$cluster_name.value @cluster_metadata.cluster_id:$databricks_cluster_id.value @state.result_state:FAILED $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query4",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "count",
+                                                "metric": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                },
+                                                {
+                                                    "facet": "jobid",
+                                                    "limit": 30,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count",
+                                                        "metric": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "operation_name:databricks.task @cluster_metadata.cluster_name:$cluster_name.value @cluster_metadata.cluster_id:$databricks_cluster_id.value @state.life_cycle_state:SKIPPED $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 900,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 1,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "Successful Tasks",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": ">",
+                                                    "value": 0,
+                                                    "palette": "black_on_light_red"
+                                                }
+                                            ],
+                                            "cell_display_mode": "bar",
+                                            "alias": "Failed Tasks",
+                                            "formula": "query3"
+                                        },
+                                        {
+                                            "conditional_formats": [
+                                                {
+                                                    "comparator": ">",
+                                                    "value": 0,
+                                                    "palette": "black_on_light_yellow"
+                                                }
+                                            ],
+                                            "cell_display_mode": "bar",
+                                            "alias": "Skipped Tasks",
+                                            "formula": "query4"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto",
+                            "custom_links": [
+                                {
+                                    "override_label": "containers",
+                                    "is_hidden": true
+                                },
+                                {
+                                    "override_label": "hosts",
+                                    "is_hidden": true
+                                },
+                                {
+                                    "override_label": "logs",
+                                    "is_hidden": true
+                                },
+                                {
+                                    "override_label": "profiles",
+                                    "is_hidden": true
+                                },
+                                {
+                                    "label": "Go to Data Jobs Monitoring",
+                                    "link": "/data-jobs/{{service.value}}?start={{timestamp_widget_start}}&end={{timestamp_widget_end}}"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8987340002212884,
+                        "definition": {
+                            "title": "Databricks tasks runs (click to view trace)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "trace_stream",
+                                        "query_string": "operation_name:databricks.task @cluster_metadata.cluster_name:$cluster_name.value @cluster_metadata.cluster_id:$databricks_cluster_id.value $jobid $job_name",
+                                        "indexes": []
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "resource_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@state.result_state",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@state.life_cycle_state",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@duration",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@error.message",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 12,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 34,
+                "width": 12,
+                "height": 10
+            }
+        },
+        {
+            "id": 6145985371833798,
+            "definition": {
+                "title": "Spark Job Performance",
+                "background_color": "blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7694220939331754,
+                        "definition": {
+                            "type": "note",
+                            "content": "##  Spark Job Performance\n\nSpark operations and metrics coming from the spark driver. \n\nClick Spark Jobs and SQL to view a more detailed view of the computations",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 2,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6952043600652888,
+                        "definition": {
+                            "title": "Spark Task Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.executor_run_time"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1749374829297236,
+                        "definition": {
+                            "title": "Spark Input Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.input_bytes"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6296211348550286,
+                        "definition": {
+                            "title": "Spark Output Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.output_bytes"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2682399131601456,
+                        "definition": {
+                            "title": "Spark Shuffle Read Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.shuffle_read_bytes"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6526189305692078,
+                        "definition": {
+                            "title": "Spark Shuffle Write Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.shuffle_write_bytes"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 10,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1342992510754146,
+                        "definition": {
+                            "title": "Spark Efficiency (duration of Spark tasks divided by core uptime of Spark executors)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "label": "%",
+                                                    "type": "custom_unit_label"
+                                                }
+                                            },
+                                            "formula": "100 * query1 / query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.executor_run_time"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query2",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.available_executor_time"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 70,
+                                            "palette": "white_on_green"
+                                        },
+                                        {
+                                            "comparator": "<",
+                                            "value": 40,
+                                            "palette": "white_on_yellow"
+                                        },
+                                        {
+                                            "comparator": "<",
+                                            "value": 10,
+                                            "palette": "white_on_red"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 1
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 2,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 7916441977076770,
+                        "definition": {
+                            "title": "Disk Spill",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "sum",
+                                                "metric": "@spark.disk_bytes_spilled"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "@_top_level:1 type:spark databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 2,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5671942968235890,
+                        "definition": {
+                            "title": "Spark Jobs Overtime",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "spans",
+                                            "name": "query1",
+                                            "indexes": [],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "status",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    },
+                                                    "should_exclude_missing": true
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "operation_name:spark.job databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid retained_by:retention_filter $job_name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "semantic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 2,
+                            "width": 6,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3798835960288668,
+                        "definition": {
+                            "title": "Spark Jobs (click to view trace)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "trace_stream",
+                                        "query_string": "operation_name:spark.job databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid $job_name",
+                                        "indexes": []
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "resource_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@duration",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.input_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.output_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.shuffle_read_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.shuffle_write_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@job_id",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3063249931182548,
+                        "definition": {
+                            "title": "Spark SQL (click to view trace)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "trace_stream",
+                                        "query_string": "operation_name:spark.sql databricks_cluster_id:* $cluster_name $databricks_cluster_id $jobid $job_name",
+                                        "indexes": []
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "resource_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@duration",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.input_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.output_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.shuffle_read_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@spark.shuffle_write_bytes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@query_id",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 12,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 44,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "cluster_name",
+            "prefix": "cluster_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "databricks_cluster_id",
+            "prefix": "databricks_cluster_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "jobid",
+            "prefix": "jobid",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "job_name",
+            "prefix": "job_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/databricks/assets/dashboards/databricks_cost_overview.json b/databricks/assets/dashboards/databricks_cost_overview.json
new file mode 100644
index 0000000000000..6924c86a1d56c
--- /dev/null
+++ b/databricks/assets/dashboards/databricks_cost_overview.json
@@ -0,0 +1,882 @@
+{
+    "title": "Databricks Cost Overview",
+    "description": "This dashboard provides insights into various Databricks costs and their sources of attribution.",
+    "widgets": [
+      {
+        "id": 8347049005274980,
+        "definition": {
+          "title": "Databricks Cost Management",
+          "background_color": "vivid_green",
+          "show_title": true,
+          "type": "group",
+          "layout_type": "ordered",
+          "widgets": [
+            {
+              "id": 409821317360376,
+              "definition": {
+                "type": "image",
+                "url": "/static/images/logos/databricks_small.svg",
+                "url_dark_theme": "",
+                "sizing": "cover",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+              },
+              "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 3,
+                "height": 2
+              }
+            },
+            {
+              "id": 1457644073160806,
+              "definition": {
+                "title": "Total Costs (past 30d)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                  "type": "live",
+                  "unit": "month",
+                  "value": 1
+                },
+                "type": "query_value",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:custom.cost.amortized{provider_name:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar"
+                  }
+                ],
+                "autoscale": true,
+                "precision": 2
+              },
+              "layout": {
+                "x": 3,
+                "y": 0,
+                "width": 3,
+                "height": 2
+              }
+            },
+            {
+              "id": 5140360304170010,
+              "definition": {
+                "title": "Total Costs (30d prior)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                  "type": "live",
+                  "unit": "month",
+                  "value": 1
+                },
+                "type": "query_value",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "formula": "timeshift(query1, -2592000)"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "query": "sum:custom.cost.amortized{provider_name:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id}",
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar"
+                  }
+                ],
+                "autoscale": true,
+                "precision": 2
+              },
+              "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 2
+              }
+            },
+            {
+              "id": 8170994894343814,
+              "definition": {
+                "title": "% change (past 30d vs 30d prior)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                  "type": "live",
+                  "unit": "month",
+                  "value": 1
+                },
+                "type": "query_value",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "number_format": {
+                          "unit": {
+                            "type": "canonical_unit",
+                            "unit_name": "percent"
+                          }
+                        },
+                        "formula": "(query1 - timeshift(query2, -2592000)) / timeshift(query2, -2592000) * 100"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "query": "sum:custom.cost.amortized{provider_name:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id}",
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "aggregator": "sum"
+                      },
+                      {
+                        "query": "sum:custom.cost.amortized{provider_name:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id}",
+                        "data_source": "cloud_cost",
+                        "name": "query2",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "conditional_formats": [
+                      {
+                        "comparator": "<",
+                        "value": 5,
+                        "palette": "black_on_light_green"
+                      },
+                      {
+                        "comparator": "<",
+                        "value": 10,
+                        "palette": "black_on_light_yellow"
+                      },
+                      {
+                        "comparator": ">",
+                        "value": 10,
+                        "palette": "black_on_light_red"
+                      }
+                    ]
+                  }
+                ],
+                "autoscale": true,
+                "precision": 2
+              },
+              "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 2
+              }
+            },
+            {
+              "id": 3631138712976072,
+              "definition": {
+                "type": "note",
+                "content": "Key concepts:\n- **workspace_id** - unified environment for performing data-centric tasks\n- **servicename** - the billing origin product, such as all purpose, jobs, dlt, etc\n- **charge_description** - the SKU, or pricing model, based on usage type",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "center",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+              },
+              "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 3,
+                "height": 3
+              }
+            },
+            {
+              "id": 8525206763937204,
+              "definition": {
+                "title": "Cost per ServiceName",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                  {
+                    "response_format": "scalar",
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {servicename}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "style": {
+                      "palette": "datadog16"
+                    },
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    }
+                  }
+                ],
+                "type": "sunburst",
+                "legend": {
+                  "type": "table"
+                }
+              },
+              "layout": {
+                "x": 3,
+                "y": 2,
+                "width": 4,
+                "height": 3
+              }
+            },
+            {
+              "id": 6811822208736696,
+              "definition": {
+                "title": "Cost by Workspace",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                  {
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {workspace_id}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    }
+                  }
+                ],
+                "style": {
+                  "display": {
+                    "type": "stacked",
+                    "legend": "automatic"
+                  },
+                  "palette": "datadog16"
+                }
+              },
+              "layout": {
+                "x": 7,
+                "y": 2,
+                "width": 5,
+                "height": 3
+              }
+            },
+            {
+              "id": 7671209769837654,
+              "definition": {
+                "title": "Cost per SKU",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                  {
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {charge_description}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    }
+                  }
+                ],
+                "style": {
+                  "display": {
+                    "type": "stacked",
+                    "legend": "automatic"
+                  },
+                  "palette": "datadog16"
+                }
+              },
+              "layout": {
+                "x": 0,
+                "y": 5,
+                "width": 5,
+                "height": 3
+              }
+            },
+            {
+              "id": 6000488160971600,
+              "definition": {
+                "title": "Cost per SKU Over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "auto",
+                "legend_columns": [
+                  "avg",
+                  "min",
+                  "max",
+                  "value",
+                  "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {charge_description}.rollup(sum, 86400)"
+                      }
+                    ],
+                    "response_format": "timeseries",
+                    "style": {
+                      "palette": "datadog16",
+                      "order_by": "values",
+                      "line_type": "solid",
+                      "line_width": "normal"
+                    },
+                    "display_type": "bars"
+                  }
+                ]
+              },
+              "layout": {
+                "x": 5,
+                "y": 5,
+                "width": 7,
+                "height": 3
+              }
+            },
+            {
+              "id": 4629842272544944,
+              "definition": {
+                "title": "Usage Changes by ServiceName and SKU",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                  {
+                    "response_format": "scalar",
+                    "queries": [
+                      {
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {servicename,charge_description}",
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "aggregator": "sum"
+                      },
+                      {
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {servicename,charge_description}",
+                        "data_source": "cloud_cost",
+                        "name": "query2",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 2,
+                          "order": "desc"
+                        }
+                      ]
+                    },
+                    "formulas": [
+                      {
+                        "alias": "Cost past 30 days",
+                        "cell_display_mode": "number",
+                        "formula": "query1"
+                      },
+                      {
+                        "alias": "Cost 30 days prior",
+                        "cell_display_mode": "number",
+                        "formula": "default_zero(timeshift(query2, -2592000))"
+                      },
+                      {
+                        "alias": "$ Change",
+                        "cell_display_mode": "number",
+                        "formula": "query1 - default_zero(timeshift(query2, -2592000))"
+                      },
+                      {
+                        "alias": "% Change",
+                        "conditional_formats": [
+                          {
+                            "comparator": ">",
+                            "value": 15,
+                            "palette": "white_on_red"
+                          },
+                          {
+                            "comparator": ">",
+                            "value": 10,
+                            "palette": "black_on_light_red"
+                          },
+                          {
+                            "comparator": ">",
+                            "value": 5,
+                            "palette": "black_on_light_yellow"
+                          }
+                        ],
+                        "number_format": {
+                          "unit": {
+                            "type": "canonical_unit",
+                            "unit_name": "percent"
+                          }
+                        },
+                        "formula": "(query1 - default_zero(timeshift(query2, -2592000))) / default_zero(timeshift(query2, -2592000)) * 100"
+                      }
+                    ]
+                  }
+                ],
+                "has_search_bar": "always"
+              },
+              "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 4
+              }
+            }
+          ]
+        },
+        "layout": {
+          "x": 0,
+          "y": 0,
+          "width": 12,
+          "height": 13
+        }
+      },
+      {
+        "id": 624632189314412,
+        "definition": {
+          "title": "Cluster and Job Cost",
+          "background_color": "vivid_orange",
+          "show_title": true,
+          "type": "group",
+          "layout_type": "ordered",
+          "widgets": [
+            {
+              "id": 1937051372425104,
+              "definition": {
+                "type": "note",
+                "content": "Check out [**Data Jobs Monitoring**](https://app.datadoghq.com/data-jobs/) to get insights into how you can reduce costs by optimizing overprovisioned Databricks clusters and inefficient jobs.",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "center",
+                "vertical_align": "center",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+              },
+              "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 1
+              }
+            },
+            {
+              "id": 4205062182087582,
+              "definition": {
+                "title": "Cost per Cluster",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                  {
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    }
+                  }
+                ],
+                "style": {
+                  "display": {
+                    "type": "stacked",
+                    "legend": "automatic"
+                  },
+                  "palette": "datadog16"
+                }
+              },
+              "layout": {
+                "x": 0,
+                "y": 1,
+                "width": 6,
+                "height": 3
+              }
+            },
+            {
+              "id": 427998264646722,
+              "definition": {
+                "title": "Cost per Cluster Over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "type": "timeseries",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}.rollup(sum, 86400)"
+                      }
+                    ],
+                    "response_format": "timeseries",
+                    "style": {
+                      "palette": "datadog16",
+                      "order_by": "values",
+                      "line_type": "solid",
+                      "line_width": "normal"
+                    },
+                    "display_type": "line"
+                  }
+                ]
+              },
+              "layout": {
+                "x": 6,
+                "y": 1,
+                "width": 6,
+                "height": 3
+              }
+            },
+            {
+              "id": 1397446942991366,
+              "definition": {
+                "title": "Cost per Job",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                  {
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$workspace_id,$cluster_id,$job_id,$charge_description,$servicename} by {job_id}",
+                        "aggregator": "sum"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "sort": {
+                      "count": 500,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    }
+                  }
+                ],
+                "style": {
+                  "display": {
+                    "type": "stacked",
+                    "legend": "automatic"
+                  },
+                  "palette": "datadog16"
+                }
+              },
+              "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 6,
+                "height": 3
+              }
+            },
+            {
+              "id": 3818638263356756,
+              "definition": {
+                "title": "Cost per Job Over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "type": "timeseries",
+                "requests": [
+                  {
+                    "formulas": [
+                      {
+                        "formula": "query1"
+                      }
+                    ],
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {job_id}.rollup(sum, 86400)"
+                      }
+                    ],
+                    "response_format": "timeseries",
+                    "style": {
+                      "palette": "datadog16",
+                      "order_by": "values",
+                      "line_type": "solid",
+                      "line_width": "normal"
+                    },
+                    "display_type": "line"
+                  }
+                ]
+              },
+              "layout": {
+                "x": 6,
+                "y": 4,
+                "width": 6,
+                "height": 3
+              }
+            }
+          ]
+        },
+        "layout": {
+          "x": 0,
+          "y": 13,
+          "width": 12,
+          "height": 8,
+          "is_column_break": true
+        }
+      },
+      {
+        "id": 3812785000101592,
+        "definition": {
+          "title": "Cluster Cost & Resource Utilization ",
+          "background_color": "vivid_blue",
+          "show_title": true,
+          "type": "group",
+          "layout_type": "ordered",
+          "widgets": [
+            {
+              "id": 4442505189704330,
+              "definition": {
+                "type": "note",
+                "content": "Set up [Data Jobs Monitoring **(recommended)**](https://docs.datadoghq.com/data_jobs/) or our [Databricks Integration](https://docs.datadoghq.com/integrations/databricks/?tab=driveronly)  to see data below. Dive deeper in [Databricks Overview](https://app.datadoghq.com/dash/integration/30437/databricks-overview?fromUser=false&refresh_mode=sliding&from_ts=1725645420213&to_ts=1725649020213&live=true).",
+                "background_color": "blue",
+                "font_size": "14",
+                "text_align": "center",
+                "vertical_align": "center",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+              },
+              "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 1
+              }
+            },
+            {
+              "id": 2449898261328074,
+              "definition": {
+                "title": "Cluster Cost and Observability Data",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                  {
+                    "queries": [
+                      {
+                        "data_source": "cloud_cost",
+                        "name": "query1",
+                        "query": "sum:all.cost{providername:Databricks,$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}",
+                        "aggregator": "sum"
+                      },
+                      {
+                        "data_source": "metrics",
+                        "name": "query2",
+                        "query": "avg:system.cpu.system{$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}",
+                        "aggregator": "avg"
+                      },
+                      {
+                        "data_source": "metrics",
+                        "name": "query3",
+                        "query": "avg:system.mem.free{$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}",
+                        "aggregator": "avg"
+                      },
+                      {
+                        "data_source": "metrics",
+                        "name": "query4",
+                        "query": "avg:system.mem.total{$job_id,$workspace_id,$servicename,$charge_description,$cluster_id} by {cluster_id}",
+                        "aggregator": "avg"
+                      }
+                    ],
+                    "response_format": "scalar",
+                    "sort": {
+                      "count": 50,
+                      "order_by": [
+                        {
+                          "type": "formula",
+                          "index": 0,
+                          "order": "desc"
+                        }
+                      ]
+                    },
+                    "formulas": [
+                      {
+                        "cell_display_mode": "bar",
+                        "alias": "Cost",
+                        "formula": "query1"
+                      },
+                      {
+                        "cell_display_mode": "bar",
+                        "alias": "CPU % Utilization",
+                        "formula": "query2"
+                      },
+                      {
+                        "cell_display_mode": "bar",
+                        "alias": "Memory Free",
+                        "formula": "query3"
+                      },
+                      {
+                        "cell_display_mode": "bar",
+                        "alias": "Memory Total",
+                        "formula": "query4"
+                      },
+                      {
+                        "alias": "% Memory Allocation",
+                        "formula": "1 - (query3 / query4)",
+                        "number_format": {
+                          "unit": {
+                            "type": "canonical_unit",
+                            "unit_name": "percent"
+                          }
+                        }
+                      }
+                    ]
+                  }
+                ],
+                "has_search_bar": "auto"
+              },
+              "layout": {
+                "x": 0,
+                "y": 1,
+                "width": 12,
+                "height": 5
+              }
+            }
+          ]
+        },
+        "layout": {
+          "x": 0,
+          "y": 21,
+          "width": 12,
+          "height": 7
+        }
+      }
+    ],
+    "template_variables": [
+      {
+        "name": "servicename",
+        "prefix": "servicename",
+        "available_values": [],
+        "default": "*"
+      },
+      {
+        "name": "charge_description",
+        "prefix": "charge_description",
+        "available_values": [],
+        "default": "*"
+      },
+      {
+        "name": "job_id",
+        "prefix": "job_id",
+        "available_values": [],
+        "default": "*"
+      },
+      {
+        "name": "cluster_id",
+        "prefix": "cluster_id",
+        "available_values": [],
+        "default": "*"
+      },
+      {
+        "name": "workspace_id",
+        "prefix": "workspace_id",
+        "available_values": [],
+        "default": "*"
+      }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
diff --git a/databricks/assets/dashboards/model_serving_overview.json b/databricks/assets/dashboards/model_serving_overview.json
new file mode 100644
index 0000000000000..30e11637593ea
--- /dev/null
+++ b/databricks/assets/dashboards/model_serving_overview.json
@@ -0,0 +1,1110 @@
+{
+  "title": "Databricks Model Serving",
+  "description": "This Dashboard provides a high level overview of your Pinecone service. Use it to monitor the health and performance of your vector database. \n\nFor further information, see the [Pinecone Integration Documentation](https://docs.datadoghq.com/integrations/pinecone/)\n\nClone this template dashboard to make changes and add your own graph widgets.",
+  "widgets": [
+    {
+      "id": 4831622862262762,
+      "definition": {
+        "title": "New group",
+        "banner_img": "/static/images/integration_dashboard/databricks_hero_1.png",
+        "show_title": false,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 696611051845420,
+            "definition": {
+              "type": "note",
+              "content": "This dashboard provides a high level overview of the health of your Databricks model serving endpoints. These include metrics such as latency, request rate, error rate, CPU usage, etc. This can be used to visualize how your serving infrastructure is behaving.\n\nFor more information about Databricks model serving, see [Databricks Model Serving](https://docs.databricks.com/en/machine-learning/model-serving/index.html) and [Serving Endpoints](https://docs.databricks.com/api/workspace/servingendpoints) .\n\nFor further information on Datadog's integration with Databricks, see the [Databricks Integration Documentation](##TODO##).",
+              "background_color": "transparent",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "top",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 3764041205563078,
+      "definition": {
+        "title": "Overview",
+        "background_color": "white",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 2364160159281040,
+            "definition": {
+              "title": "Resource Utilization Overview",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_table",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "avg:databricks.model_serving.cpu_usage_percentage{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query2",
+                      "query": "avg:databricks.model_serving.mem_usage_percentage{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "avg:databricks.model_serving.gpu_usage_percentage.avg{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "avg:databricks.model_serving.gpu_mem_usage_percentage.avg{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "formulas": [
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "avg cpu usage",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "percent"
+                        }
+                      },
+                      "formula": "query1"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "avg cpu mem usage",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "percent"
+                        }
+                      },
+                      "formula": "query2"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "avg gpu usage",
+                      "formula": "query3"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "avg gpu mem usage",
+                      "formula": "query4"
+                    }
+                  ]
+                }
+              ],
+              "has_search_bar": "auto"
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 2
+            }
+          },
+          {
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+            "definition": {
+              "title": "Top endpoints by request latency",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_table",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.request_latency_ms.99percentile{$workspace_id, $endpoint_name, $workspace_name, $served_entity_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.request_latency_ms.95percentile{$workspace_id, $endpoint_name, $workspace_name, $served_entity_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.request_latency_ms.90percentile{$workspace_id, $endpoint_name, $workspace_name, $served_entity_name} by {endpoint_name}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
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+                    "order_by": [
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+                        "index": 0,
+                        "order": "desc"
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+                    ]
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+                  "formulas": [
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "99 percentile",
+                      "formula": "query1"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "95 percentile",
+                      "formula": "query2"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "90 percentile",
+                      "formula": "query3"
+                    }
+                  ]
+                }
+              ],
+              "has_search_bar": "auto"
+            },
+            "layout": {
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+              "width": 6,
+              "height": 2
+            }
+          },
+          {
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+            "definition": {
+              "title": "Top endpoints by cumulative request count",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_table",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:databricks.model_serving.request_count_total{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query2",
+                      "query": "sum:databricks.model_serving.request_4xx_count_total{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}.weighted()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:databricks.model_serving.request_5xx_count_total{$workspace_id, $workspace_name, $served_entity_name, $endpoint_name} by {endpoint_name}.weighted()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
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+                    "order_by": [
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+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
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+                    ]
+                  },
+                  "formulas": [
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "Request Count",
+                      "formula": "query1",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "request"
+                        }
+                      }
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "4xx Error count",
+                      "formula": "query2"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "5xx Error count",
+                      "formula": "query3"
+                    }
+                  ]
+                }
+              ],
+              "has_search_bar": "auto"
+            },
+            "layout": {
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+              "width": 6,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
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+        "y": 0,
+        "width": 6,
+        "height": 7
+      }
+    },
+    {
+      "id": 7064634868158922,
+      "definition": {
+        "title": "Resource Utilization",
+        "background_color": "vivid_pink",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 7266618368102262,
+            "definition": {
+              "type": "note",
+              "content": "Processing and memory usage metrics describe how effectively computational and storage resources are being utilized during model serving, indicating whether the current setup meets the demand for processing data and running models efficiently.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "75%",
+              "tick_edge": "top",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
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+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 5547479570648212,
+            "definition": {
+              "type": "note",
+              "content": "CPU Usage",
+              "background_color": "blue",
+              "font_size": "24",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 6,
+              "height": 1
+            }
+          },
+          {
+            "id": 6181794824329746,
+            "definition": {
+              "type": "note",
+              "content": "GPU Usage\n\n",
+              "background_color": "vivid_blue",
+              "font_size": "24",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 6,
+              "y": 1,
+              "width": 6,
+              "height": 1
+            }
+          },
+          {
+            "id": 865170122425732,
+            "definition": {
+              "type": "note",
+              "content": "High CPU usage or CPU memory usage can indicate a need for optimization or scaling to prevent performance bottlenecks, while low usage may suggest potential for cost savings or resource reallocation.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "75%",
+              "tick_edge": "top",
+              "has_padding": true
+            },
+            "layout": {
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+              "height": 1
+            }
+          },
+          {
+            "id": 7409546524688414,
+            "definition": {
+              "type": "note",
+              "content": "GPU metrics are an experimental Databricks feature and are subject to change.",
+              "background_color": "yellow",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "50%",
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+          {
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+            "definition": {
+              "title": "Average CPU Usage",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
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+              "requests": [
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+                  "queries": [
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+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.cpu_usage_percentage{$workspace_name,$endpoint_name,$served_entity_name} by {endpoint_name}"
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+              "height": 3
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+          },
+          {
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+            "definition": {
+              "type": "note",
+              "content": "High GPU usage or GPU memory usage highlights heavy computational demands typical of complex models, necessitating careful management to avoid resource exhaustion. Conversely, low usage in these areas indicates potential underutilization, offering opportunities for optimizing workloads or reducing costs. ",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "75%",
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+              "has_padding": true
+            },
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+              "width": 6,
+              "height": 1
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+          },
+          {
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+            "definition": {
+              "title": "Average GPU Usage",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
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+                  "queries": [
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+                      "data_source": "metrics",
+                      "query": "max:databricks.model_serving.gpu_usage_percentage.avg{$endpoint_name, $workspace_name, $served_entity_name} by {endpoint_name}"
+                    }
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+                  "response_format": "timeseries",
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+                    "line_type": "solid",
+                    "line_width": "normal"
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+              "width": 6,
+              "height": 3
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+          },
+          {
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+            "definition": {
+              "title": "Average CPU Memory Usage",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
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+                "max",
+                "value",
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+                  "queries": [
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+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.mem_usage_percentage{$workspace_name,$endpoint_name,$served_entity_name} by {endpoint_name}"
+                    }
+                  ],
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+                    "line_type": "solid",
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+              "title": "Average GPU Memory Usage",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
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+              "time": {
+                "hide_incomplete_cost_data": true
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+              "type": "timeseries",
+              "requests": [
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+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "percent"
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+                      },
+                      "formula": "query1"
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+                  ],
+                  "queries": [
+                    {
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+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.gpu_mem_usage_percentage.avg{$workspace_name,$endpoint_name,$served_entity_name} by {endpoint_name}"
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+                  "style": {
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+                    "line_type": "solid",
+                    "line_width": "normal"
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+        "width": 12,
+        "height": 11
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+    },
+    {
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+      "definition": {
+        "title": "Requests",
+        "background_color": "purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 8369113540588714,
+            "definition": {
+              "type": "note",
+              "content": "The request count measures the volume of requests handled by the endpoint, with high values indicative of increased user traffic or activity, which could strain server resources if not managed properly. \n\nConversely, a low request count might indicate lower user engagement, which could either be typical during off-peak hours or signal potential access issues if unexpected.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "75%",
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+              "height": 2
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+          },
+          {
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+            "definition": {
+              "type": "note",
+              "content": "The request error count tracks the number of failed HTTP requests, with high values indicating potential server, code, or client-related issues that could degrade user experience. \n\nLow error count suggests that the majority of requests are being processed successfully, reflecting a stable application.\n\nA 5xx status code indicates a server error, where the server failed to fulfill a valid request, implying a problem on the server side. A 4xx status code signifies a client error, where the request cannot be processed due to issues such as a malformed request or unauthorized access, suggesting fault lies with the client's request.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "75%",
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+              "title": "Requests in the last minute",
+              "title_size": "16",
+              "title_align": "left",
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+              "legend_layout": "auto",
+              "legend_columns": [
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+                "value",
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+                {
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+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "request"
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+                      },
+                      "formula": "query3"
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+                  "queries": [
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+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "max:databricks.model_serving.request_count_total{$endpoint_name, $served_entity_name, $workspace_name} by {endpoint_name}"
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+                  ],
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+                  "style": {
+                    "palette": "dog_classic",
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+              "y": 2,
+              "width": 6,
+              "height": 2
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+          },
+          {
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+              "title": "5xx Error Count",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
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+              "type": "timeseries",
+              "requests": [
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+                      "formula": "query1"
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+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:databricks.model_serving.request_5xx_count_total{$workspace_name,$endpoint_name,$served_entity_name} by {endpoint_name}.weighted()"
+                    }
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+              "width": 6,
+              "height": 2
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+          },
+          {
+            "id": 5365339434275840,
+            "definition": {
+              "title": "Total Provisioned Concurrent Requests",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
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+              "type": "timeseries",
+              "requests": [
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+                  "queries": [
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "avg:databricks.model_serving.provisioned_concurrent_requests_total{$endpoint_name,$served_entity_name,$workspace_name} by {endpoint_name}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "line_type": "solid",
+                    "line_width": "normal"
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+                  "display_type": "area"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 6,
+              "height": 2
+            }
+          },
+          {
+            "id": 7486385226747274,
+            "definition": {
+              "title": "4xx Error Count",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:databricks.model_serving.request_4xx_count_total{$endpoint_name, $workspace_name, $served_entity_name} by {endpoint_name}.weighted()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 6,
+              "y": 4,
+              "width": 6,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 18,
+        "width": 12,
+        "height": 7,
+        "is_column_break": true
+      }
+    },
+    {
+      "id": 1497094030519600,
+      "definition": {
+        "title": "Latency",
+        "background_color": "blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 69403009180860,
+            "definition": {
+              "type": "note",
+              "content": "Request latency measures the time it takes for a server to process and respond to a user request. \n\nHigh latency values indicate slow response times, which can lead to a poor user experience and suggest potential issues like network congestion, inefficient code, or server overload. \n\nOn the other hand, low latency values signify quick responses, reflecting a well-optimized system and contributing to a positive user experience.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": true,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 5,
+              "height": 3
+            }
+          },
+          {
+            "id": 6262930933038372,
+            "definition": {
+              "title": "Request Latency (p99)",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "max:databricks.model_serving.request_latency_ms.99percentile{$endpoint_name, $served_entity_name, $workspace_name} by {endpoint_name}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 5,
+              "y": 0,
+              "width": 7,
+              "height": 2
+            }
+          },
+          {
+            "id": 1597060530161390,
+            "definition": {
+              "title": "Request Latency (p95)",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "max:databricks.model_serving.request_latency_ms.95percentile{$endpoint_name, $served_entity_name, $workspace_name} by {endpoint_name}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 5,
+              "y": 2,
+              "width": 7,
+              "height": 2
+            }
+          },
+          {
+            "id": 8891554743052240,
+            "definition": {
+              "title": "Request Latency (p90)",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "max:databricks.model_serving.request_latency_ms.90percentile{$endpoint_name, $served_entity_name, $workspace_name} by {endpoint_name}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 5,
+              "y": 4,
+              "width": 7,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 25,
+        "width": 12,
+        "height": 7
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "workspace_id",
+      "prefix": "workspace_id",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "workspace_name",
+      "prefix": "workspace_name",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "endpoint_name",
+      "prefix": "endpoint_name",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "served_entity_name",
+      "prefix": "served_entity_name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/databricks/assets/dashboards/overview_dashboard.json b/databricks/assets/dashboards/overview_dashboard.json
new file mode 100644
index 0000000000000..0664f4ef66e23
--- /dev/null
+++ b/databricks/assets/dashboards/overview_dashboard.json
@@ -0,0 +1,1651 @@
+{
+    "title": "Databricks Overview",
+    "description": "This Dashboard provides a high-level overview of your Databricks clusters, along with detailed Spark metrics and logs, enabling real-time job monitoring.\n\n- [Monitor Databricks with Datadog](/blog/databricks-monitoring-datadog)\n- [Databricks integration docs](https://docs.datadoghq.com/integrations/databricks/?tab=driveronly)\n- [Spark integration docs](https://docs.datadoghq.com/integrations/spark/?tab=host)",
+    "widgets": [
+        {
+            "id": 5738258122441435,
+            "definition": {
+                "title": "About",
+                "banner_img": "/static/images/logos/databricks_large.svg",
+                "show_title": false,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7886510948573746,
+                        "definition": {
+                            "type": "note",
+                            "content": "This dashboard tracks the current status of your Spark jobs, tasks, and stages in your Databricks clusters. It also tracks the resource utilization of your nodes to identify possible areas for optimization.\n\nSee the [Datadog Databricks integration documentation](https://docs.datadoghq.com/integrations/databricks/?tab=driveronly) to find the suitable init script for your Databricks cluster environment.\nClone this template dashboard to make changes and add your own graph widgets.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 2
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 5
+            }
+        },
+        {
+            "id": 5844050937367044,
+            "definition": {
+                "title": "Resource overview",
+                "background_color": "vivid_purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6197576040379390,
+                        "definition": {
+                            "title": "Jobs Running",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "live_span": "1h"
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.job.count{status:running,$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name}"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6592587232099286,
+                        "definition": {
+                            "title": "Stages Running",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "live_span": "1h"
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.count{status:active,$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name}"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 0,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3112727709135612,
+                        "definition": {
+                            "title": "Clusters by name",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "hostmap",
+                            "requests": {
+                                "fill": {
+                                    "q": "avg:system.cpu.idle{$databricks_cluster_name,$spark_node} by {host}"
+                                }
+                            },
+                            "node_type": "host",
+                            "no_metric_hosts": true,
+                            "no_group_hosts": false,
+                            "group": [
+                                "databricks_cluster_name"
+                            ],
+                            "scope": [
+                                "$databricks_cluster_name",
+                                "$spark_node"
+                            ],
+                            "style": {
+                                "palette": "green_to_orange",
+                                "palette_flip": false
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5059320545095740,
+                        "definition": {
+                            "title": "Tasks Running",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "live_span": "1h"
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "label": " ",
+                                                    "type": "custom_unit_label"
+                                                }
+                                            },
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.job.num_tasks{status:running,$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 2,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3401018144734882,
+                        "definition": {
+                            "title": "Executors",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "live_span": "1h"
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.executor.count{$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name}"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 2,
+                            "width": 2,
+                            "height": 2
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 5
+            }
+        },
+        {
+            "id": 796870736393506,
+            "definition": {
+                "title": "Cluster resource usage",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2330119040102846,
+                        "definition": {
+                            "title": "CPU percent utilization",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:system.cpu.system{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6868952846105808,
+                        "definition": {
+                            "title": "System load",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:system.load.1{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:system.load.5{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:system.load.15{$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3201874791576104,
+                        "definition": {
+                            "title": "System memory",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "on_right_yaxis": false,
+                                    "formulas": [
+                                        {
+                                            "alias": "Memory free",
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:system.mem.free{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "on_right_yaxis": false,
+                                    "formulas": [
+                                        {
+                                            "alias": "Memory total",
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:system.mem.total{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "purple",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2010657842575070,
+                        "definition": {
+                            "type": "note",
+                            "content": "Monitor resource usage on your clusters to see how your jobs are performing. \n\nIf CPU utilization and system load are consistently high, you should consider [re-configuring your clusters](https://docs.databricks.com/clusters/cluster-config-best-practices.html) to fit your workload.",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 5,
+                "width": 12,
+                "height": 7
+            }
+        },
+        {
+            "id": 8043915041370682,
+            "definition": {
+                "title": "Spark events and logs",
+                "background_color": "vivid_yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5374534613650044,
+                        "definition": {
+                            "type": "note",
+                            "content": "The Datadog init scripts support configuration for collecting and monitoring your [Databrick's driver logs](https://docs.microsoft.com/en-us/azure/databricks/clusters/clusters-manage#driver-logs). \n\nYou can also modify the init scripts to configure additional logs instances to read from other log files in your environment. ",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5999753748001210,
+                        "definition": {
+                            "title": "Spark Application Event Counts",
+                            "title_size": "16",
+                            "title_align": "left",
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+                    {
+                        "id": 1776518634487838,
+                        "definition": {
+                            "title": "Shuffle Read/Write Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "live_span": "4h"
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.shuffle_read_bytes{$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.shuffle_write_bytes{$spark_node,$databricks_cluster_name,$app_name} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.shuffle_write_bytes{$spark_node,$app_name,$databricks_cluster_name} by {databricks_cluster_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7164070663543756,
+                        "definition": {
+                            "title": "Stage Input/Output Records",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "live_span": "4h"
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.input_records{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.output_records{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8035950902456730,
+                        "definition": {
+                            "title": "Stage Input/Output Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "live_span": "4h"
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.input_bytes{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                },
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "exclude_null(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:spark.stage.output_bytes{$spark_node,$databricks_cluster_name,$app_name, $host} by {databricks_cluster_name,host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 3,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 32,
+                "width": 12,
+                "height": 7
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "host",
+            "prefix": "host",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "spark_node",
+            "prefix": "spark_node",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "databricks_cluster_name",
+            "prefix": "databricks_cluster_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "app_name",
+            "prefix": "app_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/4xx_errors.json b/databricks/assets/monitors/4xx_errors.json
new file mode 100644
index 0000000000000..6ec9f32973591
--- /dev/null
+++ b/databricks/assets/monitors/4xx_errors.json
@@ -0,0 +1,41 @@
+{
+	"version": 2,
+	"created_at": "2024-10-25",
+	"last_updated_at": "2024-10-25",
+	"title": "Databricks Model Serving - 4xx error count is higher than usual",
+	"description": "Databricks Model Serving - 4xx error count is higher than usual",
+	"definition": {
+		"id": 4722049,
+		"name": "[Databricks Model Serving] 4xx error count is higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_4h):anomalies(max:databricks.model_serving.request_4xx_count_total{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The number of 4xx errors for Databricks Model Serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/5xx_errors.json b/databricks/assets/monitors/5xx_errors.json
new file mode 100644
index 0000000000000..f66a0f4829a0b
--- /dev/null
+++ b/databricks/assets/monitors/5xx_errors.json
@@ -0,0 +1,42 @@
+{
+	"version": 2,
+	"created_at": "2024-10-25",
+	"last_updated_at": "2024-10-25",
+	"title": "Databricks Model Serving - 5xx error count is higher than usual",
+	"description": "Databricks Model Serving - 5xx error count is higher than usual",
+	"definition": {
+		"id": 4722195,
+		"name": "[Databricks Model Serving] 5xx error count is higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_4h):anomalies(max:databricks.model_serving.request_5xx_count_total{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The number of 5xx errors for Databricks Model Serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/cpu_memory_usage_high.json b/databricks/assets/monitors/cpu_memory_usage_high.json
new file mode 100644
index 0000000000000..4cb6b0cff806c
--- /dev/null
+++ b/databricks/assets/monitors/cpu_memory_usage_high.json
@@ -0,0 +1,41 @@
+{
+	"version": 2,
+	"created_at": "2024-10-25",
+	"last_updated_at": "2024-10-25",
+	"title": "Databricks Model Serving - CPU memory usage is higher than usual",
+	"description": "Databricks Model Serving - CPU memory usage is higher than usual",
+	"definition": {
+		"id": 4735343,
+		"name": "[Databricks Model Serving] CPU memory usage across server replicas higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_15m):anomalies(avg:databricks.model_serving.mem_usage_percentage{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The memory usage across server replicas for Databricks model serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/cpu_usage_high.json b/databricks/assets/monitors/cpu_usage_high.json
new file mode 100644
index 0000000000000..af965a4224374
--- /dev/null
+++ b/databricks/assets/monitors/cpu_usage_high.json
@@ -0,0 +1,41 @@
+{
+	"version": 2,
+	"created_at": "2024-10-25",
+	"last_updated_at": "2024-10-25",
+	"title": "Databricks Model Serving - CPU usage across server replicas higher than usual",
+	"description": "Databricks Model Serving - CPU usage across server replicas higher than usual",
+	"definition": {
+		"id": 4735415,
+		"name": "[Databricks Model Serving] CPU usage across server replicas higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_4h):anomalies(avg:databricks.model_serving.cpu_usage_percentage{*} by {endpoint_name}, 'agile', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true', seasonality='hourly') >= 1",
+		"message": "The CPU usage across server replicas for Databricks model serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/gpu_memory_usage_high.json b/databricks/assets/monitors/gpu_memory_usage_high.json
new file mode 100644
index 0000000000000..4072316dd87cf
--- /dev/null
+++ b/databricks/assets/monitors/gpu_memory_usage_high.json
@@ -0,0 +1,42 @@
+{
+	"version": 2,
+	"created_at": "2024-11-11",
+	"last_updated_at": "2024-11-11",
+	"title": "Databricks Model Serving - GPU memory usage is higher than usual",
+	"description": "Databricks Model Serving - GPU memory usage is higher than usual",
+	"definition": {
+		"id": 12853292,
+		"name": "[Databricks Model Serving] GPU memory usage across server replicas higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_15m):anomalies(avg:databricks.model_serving.gpu_mem_usage_percentage.avg{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The GPU memory usage across server replicas for Databricks model serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/gpu_usage_high.json b/databricks/assets/monitors/gpu_usage_high.json
new file mode 100644
index 0000000000000..2fa59611ba1ac
--- /dev/null
+++ b/databricks/assets/monitors/gpu_usage_high.json
@@ -0,0 +1,42 @@
+{
+	"version": 2,
+	"created_at": "2024-11-11",
+	"last_updated_at": "2024-11-11",
+	"title": "Databricks Model Serving - GPU usage across server replicas higher than usual",
+	"description": "Databricks Model Serving - GPU usage across server replicas higher than usual",
+	"definition": {
+		"id": 12853483,
+		"name": "[Databricks Model Serving] GPU usage across server replicas higher than usual for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_15m):anomalies(avg:databricks.model_serving.gpu_usage_percentage.avg{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The GPU usage across server replicas for Databricks model serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/assets/monitors/request_latency_high.json b/databricks/assets/monitors/request_latency_high.json
new file mode 100644
index 0000000000000..0d738ab6cca4a
--- /dev/null
+++ b/databricks/assets/monitors/request_latency_high.json
@@ -0,0 +1,40 @@
+{
+	"version": 2,
+	"created_at": "2024-11-11",
+	"last_updated_at": "2024-11-11",
+	"title": "Databricks Model Serving - request latency is higher than usual",
+	"description": "Databricks Model Serving - request latency is higher than usual",
+	"definition": {
+        "id": 12853191,
+		"name": "[Databricks Model Serving] Request latency is higher than normal for endpoint: {{endpoint_name.name}}",
+		"type": "query alert",
+		"query": "avg(last_4h):anomalies(avg:databricks.model_serving.request_latency_ms.99percentile{*} by {endpoint_name}, 'basic', 2, direction='both', interval=60, alert_window='last_15m', count_default_zero='true') >= 1",
+		"message": "The request latency for Databricks model serving endpoint: {{endpoint_name.name}} is at {{value}}, which is higher than usual.",
+		"tags": [
+			"integration:databricks"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1,
+				"critical_recovery": 0
+			},
+			"notify_audit": false,
+			"require_full_window": false,
+			"renotify_interval": 0,
+			"threshold_windows": {
+				"trigger_window": "last_15m",
+				"recovery_window": "last_15m"
+			},
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"avalanche_window": 10,
+			"silenced": {}
+		},
+		"priority": null,
+		"restricted_roles": null
+	},
+	"tags": [
+		"integration:databricks"
+	]
+}
\ No newline at end of file
diff --git a/databricks/images/databricks_setup.png b/databricks/images/databricks_setup.png
new file mode 100644
index 0000000000000..72ed0cccfc55d
Binary files /dev/null and b/databricks/images/databricks_setup.png differ
diff --git a/databricks/manifest.json b/databricks/manifest.json
index a603889b1b432..b2d34c6242331 100644
--- a/databricks/manifest.json
+++ b/databricks/manifest.json
@@ -8,7 +8,7 @@
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "Monitor the performance, reliability, and cost of your Apache Spark and Databricks jobs.",
+    "description": "Monitor the reliability and cost of your Databricks environment.",
     "title": "Databricks",
     "media": [],
     "classifier_tags": [
@@ -48,12 +48,32 @@
       "events": {
         "creates_events": false
       },
+      "metrics": {
+        "prefix": "databricks.model_serving.",
+        "check": "databricks.model_serving.provisioned_concurrent_requests_total",
+        "metadata_path": "metadata.csv"
+      },
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       },
       "source_type_id": 10152,
       "auto_install": true
     },
+    "dashboards": {
+      "Databricks Overview Dashboard": "assets/dashboards/overview_dashboard.json",
+      "Databricks Clusters Dashboard": "assets/dashboards/clusters_dashboard.json",
+      "databricks_cost_overview": "assets/dashboards/databricks_cost_overview.json",
+      "Databricks Model Serving Overview": "assets/dashboards/model_serving_overview.json"
+    },
+    "monitors": {
+      "Databricks Model Serving: High count 4xx errors": "assets/monitors/4xx_errors.json",
+      "Databricks Model Serving: High count 5xx errors": "assets/monitors/5xx_errors.json",
+      "Databricks Model Serving: High CPU usage": "assets/monitors/cpu_usage_high.json",
+      "Databricks Model Serving: High CPU memory usage": "assets/monitors/cpu_memory_usage_high.json",
+      "Databricks Model Serving: High GPU usage": "assets/monitors/gpu_usage_high.json",
+      "Databricks Model Serving: High GPU memory usage": "assets/monitors/gpu_memory_usage_high.json",
+      "Databricks Model Serving: High request latency": "assets/monitors/request_latency_high.json"
+    },
     "logs": {
       "source": "spark"
     }
diff --git a/databricks/metadata.csv b/databricks/metadata.csv
new file mode 100644
index 0000000000000..7a41be3390215
--- /dev/null
+++ b/databricks/metadata.csv
@@ -0,0 +1,17 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric
+databricks.model_serving.cpu_usage_percentage,gauge,60,percent,,Average CPU utilization used across all replicas during the last minute,0,databricks,CPU usage percentage min,
+databricks.model_serving.gpu_mem_usage_percentage.avg,gauge,60,percent,,Average GPU memory usage used across all GPUs during the minute,0,databricks,GPU memory usage percentage avg,
+databricks.model_serving.gpu_mem_usage_percentage.max,gauge,60,percent,,Maximum GPU memory usage used across all GPUs during the minute,0,databricks,GPU memory usage percentage max,
+databricks.model_serving.gpu_mem_usage_percentage.min,gauge,60,percent,,Minimum GPU memory usage used across all GPUs during the minute,0,databricks,GPU memory usage percentage min,
+databricks.model_serving.gpu_usage_percentage.avg,gauge,60,percent,,Average GPU utilization used across all GPUs during the minute,0,databricks,GPU usage percentage avg,
+databricks.model_serving.gpu_usage_percentage.max,gauge,60,percent,,Maximum GPU utilization used across all GPUs during the minute,0,databricks,GPU usage percentage max,
+databricks.model_serving.gpu_usage_percentage.min,gauge,60,percent,,Minimum GPU utilization used across all GPUs during the minute,0,databricks,GPU usage percentage min,
+databricks.model_serving.mem_usage_percentage,gauge,60,percent,,Average memory utilization used across all replicas during the last minute,0,databricks,Memory usage percentage avg,
+databricks.model_serving.provisioned_concurrent_requests_total,gauge,60,request,,Number of provisioned concurrency during the last minute,0,databricks,Provisioned concurrent requests,
+databricks.model_serving.request_4xx_count_total,gauge,60,request,,Number of 4xx errors during the last minute,0,databricks,4xx errors,
+databricks.model_serving.request_5xx_count_total,gauge,60,request,,Number of 5xx errors during the last minute,0,databricks,5xx errors total,
+databricks.model_serving.request_count_total,gauge,60,request,,Number of requests during the last minute,0,databricks,Request count,
+databricks.model_serving.request_latency_ms.75percentile,gauge,60,millisecond,,75th percentile request latency in milliseconds during the minute,0,databricks,Request latency ms 75th percentile,
+databricks.model_serving.request_latency_ms.90percentile,gauge,60,millisecond,,90th percentile request latency in milliseconds during the minute,0,databricks,Request latency ms 90th percentile,
+databricks.model_serving.request_latency_ms.95percentile,gauge,60,millisecond,,95th percentile request latency in milliseconds during the minute,0,databricks,Request latency ms 95th percentile,
+databricks.model_serving.request_latency_ms.99percentile,gauge,60,millisecond,,99th percentile request latency in milliseconds during the minute,0,databricks,Request latency ms 99th percentile,
diff --git a/datadog_checks_base/CHANGELOG.md b/datadog_checks_base/CHANGELOG.md
index ed0e8f1fc24a7..e70755f160925 100644
--- a/datadog_checks_base/CHANGELOG.md
+++ b/datadog_checks_base/CHANGELOG.md
@@ -2,15 +2,44 @@
 
 <!-- towncrier release notes start -->
 
-## 37.0.0 / 2024-09-19
+## 37.3.0 / 2024-12-26
 
-***Removed***:
+***Security***:
 
-* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Add FIPS switch ([#19179](https://github.com/DataDog/integrations-core/pull/19179))
 
 ***Added***:
 
-* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+* Show diff to closest metric match when metric test fails ([#18975](https://github.com/DataDog/integrations-core/pull/18975))
+* Use `time_elapsed` metric type for process start time and last GC time metrics ([#19309](https://github.com/DataDog/integrations-core/pull/19309))
+
+***Fixed***:
+
+* Fix "no snapshot data found" error when `agent check <check> --profile-memory` ([#19197](https://github.com/DataDog/integrations-core/pull/19197))
+
+## 37.2.0 / 2024-12-05 / Agent 7.60.0
+
+***Added***:
+
+* Bump binary package version for py3.12 ([#19190](https://github.com/DataDog/integrations-core/pull/19190))
+
+## 37.1.1 / 2024-11-28
+
+***Fixed***:
+
+* When resolving database hosts, always resolve a .local database host to itself ([#19039](https://github.com/DataDog/integrations-core/pull/19039))
+
+## 37.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Added***:
+
+* Added Postgres cross-org telemetry metrics. ([#18758](https://github.com/DataDog/integrations-core/pull/18758))
+
+## 37.0.0 / 2024-09-19
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
 
 ## 36.16.0 / 2024-09-30 / Agent 7.58.0
 
@@ -18,6 +47,10 @@
 
 * Bump version of cryptography to 43.0.1 to address vulnerability ([#18656](https://github.com/DataDog/integrations-core/pull/18656))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+
 ## 36.15.0 / 2024-09-05
 
 ***Added***:
@@ -61,7 +94,7 @@
 * Log invalid line when failing to parse OpenMetrics response ([#17514](https://github.com/DataDog/integrations-core/pull/17514))
 * Support log submission from checks ([#18019](https://github.com/DataDog/integrations-core/pull/18019))
 * Allow untyped metrics that we coerce to `counter` to be collected regardless if they have `_total` or not. ([#18054](https://github.com/DataDog/integrations-core/pull/18054))
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 36.10.0 / 2024-07-11
 
diff --git a/datadog_checks_base/changelog.d/18758.added b/datadog_checks_base/changelog.d/18758.added
deleted file mode 100644
index 426f18362cb36..0000000000000
--- a/datadog_checks_base/changelog.d/18758.added
+++ /dev/null
@@ -1 +0,0 @@
-Added Postgres cross-org telemetry metrics.
diff --git a/datadog_checks_base/changelog.d/19312.added b/datadog_checks_base/changelog.d/19312.added
new file mode 100644
index 0000000000000..6d5b7d493ce88
--- /dev/null
+++ b/datadog_checks_base/changelog.d/19312.added
@@ -0,0 +1 @@
+Allow for Ciphers to be customizable in the SSLContext creation
diff --git a/datadog_checks_base/datadog_checks/base/__about__.py b/datadog_checks_base/datadog_checks/base/__about__.py
index b46f3b3920f39..1d96edfc82e48 100644
--- a/datadog_checks_base/datadog_checks/base/__about__.py
+++ b/datadog_checks_base/datadog_checks/base/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "37.0.0"
+__version__ = "37.3.0"
diff --git a/datadog_checks_base/datadog_checks/base/__init__.py b/datadog_checks_base/datadog_checks/base/__init__.py
index 229eafd23ffed..1c9ff80a18b41 100644
--- a/datadog_checks_base/datadog_checks/base/__init__.py
+++ b/datadog_checks_base/datadog_checks/base/__init__.py
@@ -1,28 +1,20 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-from six import PY3
-
-if PY3:
-    from datadog_checks.base.agent import datadog_agent
-
-    if datadog_agent.get_config('use_boringssl'):
-        import urllib3.contrib.pyopenssl
-
-        urllib3.contrib.pyopenssl.inject_into_urllib3()
+from datadog_checks.base.agent import datadog_agent
 
 from .__about__ import __version__
 from .checks import AgentCheck
 from .checks.openmetrics import OpenMetricsBaseCheck
+from .checks.openmetrics.v2.base import OpenMetricsBaseCheckV2
 from .config import is_affirmative
 from .errors import ConfigurationError
 from .utils.common import ensure_bytes, ensure_unicode, to_native_string, to_string
 
-# Python 3+
-try:
-    from .checks.openmetrics.v2.base import OpenMetricsBaseCheckV2
-except ImportError:
-    OpenMetricsBaseCheckV2 = None
+if datadog_agent.get_config('use_boringssl'):
+    import urllib3.contrib.pyopenssl
+
+    urllib3.contrib.pyopenssl.inject_into_urllib3()
 
 # Windows-only
 try:
diff --git a/datadog_checks_base/datadog_checks/base/checks/base.py b/datadog_checks_base/datadog_checks/base/checks/base.py
index ccfbced9231ca..5b5bcfb386c0d 100644
--- a/datadog_checks_base/datadog_checks/base/checks/base.py
+++ b/datadog_checks_base/datadog_checks/base/checks/base.py
@@ -6,6 +6,7 @@
 import importlib
 import inspect
 import logging
+import os
 import re
 import traceback
 import unicodedata
@@ -27,7 +28,7 @@
 )
 
 import yaml
-from six import PY2, binary_type, iteritems, raise_from, text_type
+from pydantic import BaseModel, ValidationError
 
 from datadog_checks.base.agent import AGENT_RUNNING, aggregator, datadog_agent
 
@@ -46,6 +47,7 @@
 from ..utils.agent.utils import should_profile_memory
 from ..utils.common import ensure_bytes, to_native_string
 from ..utils.diagnose import Diagnosis
+from ..utils.fips import enable_fips
 from ..utils.http import RequestsWrapper
 from ..utils.limiter import Limiter
 from ..utils.metadata import MetadataManager
@@ -84,9 +86,6 @@
     prof = Profiler(service='datadog-agent-integrations')
     prof.start()
 
-if not PY2:
-    from pydantic import BaseModel, ValidationError
-
 if TYPE_CHECKING:
     import ssl  # noqa: F401
 
@@ -305,12 +304,14 @@ def __init__(self, *args, **kwargs):
         # Functions that will be called exactly once (if successful) before the first check run
         self.check_initializations = deque()  # type: Deque[Callable[[], None]]
 
-        if not PY2:
-            self.check_initializations.append(self.load_configuration_models)
+        self.check_initializations.append(self.load_configuration_models)
 
         self.__formatted_tags = None
         self.__logs_enabled = None
 
+        if os.environ.get("GOFIPS", "0") == "1":
+            enable_fips()
+
     def _create_metrics_pattern(self, metric_patterns, option_name):
         all_patterns = metric_patterns.get(option_name, [])
 
@@ -506,11 +507,9 @@ def log_typos_in_options(self, user_config, models_config, level):
 
         known_options = {k for k, _ in models_config}  # type: Set[str]
 
-        if not PY2:
-
-            if isinstance(models_config, BaseModel):
-                # Also add aliases, if any
-                known_options.update(set(models_config.model_dump(by_alias=True)))
+        if isinstance(models_config, BaseModel):
+            # Also add aliases, if any
+            known_options.update(set(models_config.model_dump(by_alias=True)))
 
         unknown_options = [option for option in user_configs.keys() if option not in known_options]  # type: List[str]
 
@@ -562,8 +561,7 @@ def load_configuration_models(self, package_path=None):
     def load_configuration_model(import_path, model_name, config, context):
         try:
             package = importlib.import_module(import_path)
-        # TODO: remove the type ignore when we drop Python 2
-        except ModuleNotFoundError as e:  # type: ignore
+        except ModuleNotFoundError as e:
             # Don't fail if there are no models
             if str(e).startswith('No module named '):
                 return
@@ -574,8 +572,7 @@ def load_configuration_model(import_path, model_name, config, context):
         if model is not None:
             try:
                 config_model = model.model_validate(config, context=context)
-            # TODO: remove the type ignore when we drop Python 2
-            except ValidationError as e:  # type: ignore
+            except ValidationError as e:
                 errors = e.errors()
                 num_errors = len(errors)
                 message_lines = [
@@ -594,7 +591,7 @@ def load_configuration_model(import_path, model_name, config, context):
                     )
                     message_lines.append('  {}'.format(error['msg']))
 
-                raise_from(ConfigurationError('\n'.join(message_lines)), None)
+                raise ConfigurationError('\n'.join(message_lines)) from None
             else:
                 return config_model
 
@@ -1123,7 +1120,7 @@ def set_external_tags(self, external_tags):
             new_tags = []
             for hostname, source_map in external_tags:
                 new_tags.append((to_native_string(hostname), source_map))
-                for src_name, tags in iteritems(source_map):
+                for src_name, tags in source_map.items():
                     source_map[src_name] = self._normalize_tags_type(tags)
             datadog_agent.set_external_tags(new_tags)
         except IndexError:
@@ -1222,7 +1219,7 @@ def normalize(self, metric, prefix=None, fix_case=False):
             prefix: A prefix to to add to the normalized name, default None
             fix_case: A boolean, indicating whether to make sure that the metric name returned is in "snake_case"
         """
-        if isinstance(metric, text_type):
+        if isinstance(metric, str):
             metric = unicodedata.normalize('NFKD', metric).encode('ascii', 'ignore')
 
         if fix_case:
@@ -1247,7 +1244,7 @@ def normalize_tag(self, tag):
         This happens for legacy reasons, when we cleaned up some characters (like '-')
         which are allowed in tags.
         """
-        if isinstance(tag, text_type):
+        if isinstance(tag, str):
             tag = tag.encode('utf-8', 'ignore')
         tag = self.TAG_REPLACEMENT.sub(br'_', tag)
         tag = self.MULTIPLE_UNDERSCORE_CLEANUP.sub(br'_', tag)
@@ -1293,7 +1290,13 @@ def run(self):
 
                     enter_pdb(self.check, line=self.init_config['set_breakpoint'], args=(instance,))
                 elif self.should_profile_memory():
-                    self.profile_memory(self.check, self.init_config, args=(instance,))
+                    # self.init_config['profile_memory'] could be `/tmp/datadog-agent-memory-profiler*`
+                    # that is generated by Datadog Agent.
+                    # If we use `--m-dir` for `agent check` command, a hidden flag, it should be same as a given value.
+                    namespaces = [self.init_config['profile_memory']]
+                    for id in self.check_id.split(":"):
+                        namespaces.append(id)
+                    self.profile_memory(func=self.check, namespaces=namespaces, args=(instance,))
                 else:
                     self.check(instance)
 
@@ -1345,8 +1348,8 @@ def event(self, event):
                 the event to be sent
         """
         # Enforce types of some fields, considerably facilitates handling in go bindings downstream
-        for key, value in iteritems(event):
-            if not isinstance(value, (text_type, binary_type)):
+        for key, value in event.items():
+            if not isinstance(value, (str, bytes)):
                 continue
 
             try:
diff --git a/datadog_checks_base/datadog_checks/base/checks/libs/prometheus.py b/datadog_checks_base/datadog_checks/base/checks/libs/prometheus.py
index d2705ba08e73f..a6ce894a421ff 100644
--- a/datadog_checks_base/datadog_checks/base/checks/libs/prometheus.py
+++ b/datadog_checks_base/datadog_checks/base/checks/libs/prometheus.py
@@ -6,7 +6,6 @@
 
 from prometheus_client.metrics_core import Metric
 from prometheus_client.parser import _parse_sample, _replace_help_escaping
-from six.moves import zip
 
 
 def text_fd_to_metric_families(fd):
diff --git a/datadog_checks_base/datadog_checks/base/checks/libs/thread_pool.py b/datadog_checks_base/datadog_checks/base/checks/libs/thread_pool.py
index d0342c00f96b7..29f870ac2caea 100644
--- a/datadog_checks_base/datadog_checks/base/checks/libs/thread_pool.py
+++ b/datadog_checks_base/datadog_checks/base/checks/libs/thread_pool.py
@@ -25,8 +25,7 @@
 import sys
 import threading
 import traceback
-
-from six.moves import queue, range
+import queue
 
 # Item pushed on the work queue to tell the worker threads to terminate
 SENTINEL = "QUIT"
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/base_check.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/base_check.py
index 411a7d8f84c7f..5d71cde0584fa 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/base_check.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/base_check.py
@@ -4,7 +4,6 @@
 from copy import deepcopy
 
 import requests
-from six import PY2
 
 from ...errors import CheckException
 from ...utils.tracing import traced_class
@@ -183,5 +182,4 @@ class StandardFields(object):
     pass
 
 
-if not PY2:
-    StandardFields.__doc__ = '\n'.join('- `{}`'.format(field) for field in STANDARD_FIELDS)
+StandardFields.__doc__ = '\n'.join('- `{}`'.format(field) for field in STANDARD_FIELDS)
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/mixins.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/mixins.py
index 6cc586c9fa812..1a6cb13a09c34 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/mixins.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/mixins.py
@@ -12,7 +12,6 @@
 
 import requests
 from prometheus_client.samples import Sample
-from six import PY3, iteritems, string_types
 
 from datadog_checks.base.agent import datadog_agent
 
@@ -23,9 +22,6 @@
 from .. import AgentCheck
 from ..libs.prometheus import text_fd_to_metric_families
 
-if PY3:
-    long = int
-
 
 class OpenMetricsScraperMixin(object):
     # pylint: disable=E1101
@@ -110,7 +106,7 @@ def _get_setting(name, default):
         # We merge list and dictionaries from optional defaults & instance settings
         metrics = default_instance.get('metrics', []) + instance.get('metrics', [])
         for metric in metrics:
-            if isinstance(metric, string_types):
+            if isinstance(metric, str):
                 metrics_mapper[metric] = metric
             else:
                 metrics_mapper.update(metric)
@@ -273,7 +269,7 @@ def _get_setting(name, default):
         config['_type_override_patterns'] = {}
 
         with_wildcards = set()
-        for metric, type in iteritems(config['type_overrides']):
+        for metric, type in config['type_overrides'].items():
             if '*' in metric:
                 config['_type_override_patterns'][compile(translate(metric))] = type
                 with_wildcards.add(metric)
@@ -468,7 +464,7 @@ def parse_metric_family(self, response, scraper_config):
             if type_override:
                 metric.type = type_override
             elif scraper_config['_type_override_patterns']:
-                for pattern, new_type in iteritems(scraper_config['_type_override_patterns']):
+                for pattern, new_type in scraper_config['_type_override_patterns'].items():
                     if pattern.search(metric.name):
                         metric.type = new_type
                         break
@@ -518,7 +514,7 @@ def scrape_metrics(self, scraper_config):
                 watched['sets'] = {}
                 watched['keys'] = {}
                 watched['singles'] = set()
-                for key, val in iteritems(scraper_config['label_joins']):
+                for key, val in scraper_config['label_joins'].items():
                     labels = []
                     if 'labels_to_match' in val:
                         labels = val['labels_to_match']
@@ -542,7 +538,7 @@ def scrape_metrics(self, scraper_config):
             # Set dry run off
             scraper_config['_dry_run'] = False
             # Garbage collect unused mapping and reset active labels
-            for metric, mapping in list(iteritems(scraper_config['_label_mapping'])):
+            for metric, mapping in scraper_config['_label_mapping'].items():
                 for key in list(mapping):
                     if (
                         metric in scraper_config['_active_label_mapping']
@@ -599,7 +595,7 @@ def process(self, scraper_config, metric_transformers=None):
 
     def transform_metadata(self, metric, scraper_config):
         labels = metric.samples[0][self.SAMPLE_LABELS]
-        for metadata_name, label_name in iteritems(scraper_config['metadata_label_map']):
+        for metadata_name, label_name in scraper_config['metadata_label_map'].items():
             if label_name in labels:
                 self.set_metadata(metadata_name, labels[label_name])
 
@@ -662,7 +658,7 @@ def _store_labels(self, metric, scraper_config):
                 label_dict = {}
 
                 if get_all:
-                    for label_name, label_value in iteritems(sample_labels):
+                    for label_name, label_value in sample_labels.items():
                         if label_name in matching_labels:
                             continue
                         label_dict[label_name] = label_value
@@ -717,7 +713,7 @@ def _join_labels(self, metric, scraper_config):
                     sample_labels.update(label_mapping[mapping_key][mapping_value])
 
             # Match with tuples of labels
-            for key, mapping_key in iteritems(keys):
+            for key, mapping_key in keys.items():
                 if mapping_key in matching_single_labels:
                     continue
 
@@ -806,7 +802,7 @@ def process_metric(self, metric, scraper_config, metric_transformers=None):
 
                 return
             # check for wildcards in transformers
-            for transformer_name, transformer in iteritems(metric_transformers):
+            for transformer_name, transformer in metric_transformers.items():
                 if transformer_name.endswith('*') and metric.name.startswith(transformer_name[:-1]):
                     transformer(metric, scraper_config, transformer_name)
 
@@ -1058,7 +1054,7 @@ def _submit_gauges_from_histogram(self, metric_name, metric, scraper_config, hos
     def _compute_bucket_hash(self, tags):
         # we need the unique context for all the buckets
         # hence we remove the "le" tag
-        return hash(frozenset(sorted((k, v) for k, v in iteritems(tags) if k != 'le')))
+        return hash(frozenset(sorted((k, v) for k, v in tags.items() if k != 'le')))
 
     def _decumulate_histogram_buckets(self, metric):
         """
@@ -1174,7 +1170,7 @@ def _metric_tags(self, metric_name, val, sample, scraper_config, hostname=None):
         custom_tags = scraper_config['custom_tags']
         _tags = list(custom_tags)
         _tags.extend(scraper_config['_metric_tags'])
-        for label_name, label_value in iteritems(sample[self.SAMPLE_LABELS]):
+        for label_name, label_value in sample[self.SAMPLE_LABELS].items():
             if label_name not in scraper_config['exclude_labels']:
                 if label_name in scraper_config['include_labels'] or len(scraper_config['include_labels']) == 0:
                     tag_name = scraper_config['labels_mapper'].get(label_name, label_name)
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/base.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/base.py
index cee0a3ccbb1da..0a502b95a4dea 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/base.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/base.py
@@ -1,13 +1,10 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-# TODO: remove ignore when we stop invoking Mypy with --py2
-# type: ignore
 from collections import ChainMap
 from contextlib import contextmanager
 
 from requests.exceptions import RequestException
-from six import raise_from
 
 from ....errors import ConfigurationError
 from ....utils.tracing import traced_class
@@ -75,7 +72,7 @@ def check(self, _):
                     scraper.scrape()
                 except (ConnectionError, RequestException) as e:
                     self.log.error("There was an error scraping endpoint %s: %s", endpoint, str(e))
-                    raise_from(type(e)("There was an error scraping endpoint {}: {}".format(endpoint, e)), None)
+                    raise type(e)("There was an error scraping endpoint {}: {}".format(endpoint, e)) from None
 
     def configure_scrapers(self):
         """
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/metrics.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/metrics.py
index 45dfe4d07361c..71ece5169e100 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/metrics.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/metrics.py
@@ -1,6 +1,7 @@
 DEFAULT_GO_METRICS = {
     'go_gc_duration_seconds': 'go.gc.duration.seconds',
     'go_goroutines': 'go.goroutines',
+    'go_memstats_alloc_bytes': {'name': 'go.memstats.alloc_bytes', 'type': 'native_dynamic'},
     'go_memstats_buck_hash_sys_bytes': 'go.memstats.buck_hash.sys_bytes',
     'go_memstats_frees': 'go.memstats.frees',
     'go_memstats_gc_cpu_fraction': 'go.memstats.gc.cpu_fraction',
@@ -11,7 +12,10 @@
     'go_memstats_heap_objects': 'go.memstats.heap.objects',
     'go_memstats_heap_released_bytes': 'go.memstats.heap.released_bytes',
     'go_memstats_heap_sys_bytes': 'go.memstats.heap.sys_bytes',
-    'go_memstats_last_gc_time_seconds': 'go.memstats.last_gc_time.seconds',
+    'go_memstats_last_gc_time_seconds': {
+        'name': 'go.memstats.last_gc_time_seconds',
+        'type': 'time_elapsed',
+    },
     'go_memstats_lookups': 'go.memstats.lookups',
     'go_memstats_mallocs': 'go.memstats.mallocs',
     'go_memstats_mcache_inuse_bytes': 'go.memstats.mcache.inuse_bytes',
@@ -28,7 +32,10 @@
     'process_max_fds': 'process.max_fds',
     'process_open_fds': 'process.open_fds',
     'process_resident_memory_bytes': 'process.resident_memory.bytes',
-    'process_start_time_seconds': 'process.start_time.seconds',
+    'process_start_time_seconds': {
+        'name': 'process.start_time.seconds',
+        'type': 'time_elapsed',
+    },
     'process_virtual_memory_bytes': 'process.virtual_memory.bytes',
     'process_virtual_memory_max_bytes': 'process.virtual_memory.max_bytes',
 }
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transform.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transform.py
index bebe2c0e2204d..ff6ae89131236 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transform.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transform.py
@@ -4,8 +4,6 @@
 import re
 from copy import deepcopy
 
-from six import raise_from
-
 from ....config import is_affirmative
 from . import transformers
 
@@ -53,7 +51,7 @@ def __init__(self, check, config):
                     self.transformer_data[raw_metric_name] = self.compile_transformer(config)
                 except Exception as e:
                     error = f'Error compiling transformer for metric `{raw_metric_name}`: {e}'
-                    raise_from(type(e)(error), None)
+                    raise type(e)(error) from None
 
     def get(self, metric):
         metric_name = metric.name
diff --git a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transformers/service_check.py b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transformers/service_check.py
index 7838ad6ecdf93..618efa873e95f 100644
--- a/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transformers/service_check.py
+++ b/datadog_checks_base/datadog_checks/base/checks/openmetrics/v2/transformers/service_check.py
@@ -1,8 +1,6 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-from six import raise_from
-
 from .....constants import ServiceCheck
 
 
@@ -56,7 +54,7 @@ def compile_service_check_statuses(modifiers):
         try:
             value = int(value)
         except Exception:
-            raise_from(TypeError(f'value `{value}` of parameter `status_map` does not represent an integer'), None)
+            raise TypeError(f'value `{value}` of parameter `status_map` does not represent an integer') from None
 
         if not isinstance(status_string, str):
             raise ValueError(f'status `{status_string}` for value `{value}` of parameter `status_map` is not a string')
diff --git a/datadog_checks_base/datadog_checks/base/checks/prometheus/base_check.py b/datadog_checks_base/datadog_checks/base/checks/prometheus/base_check.py
index 84f723dc74693..f9e9babf5139b 100644
--- a/datadog_checks_base/datadog_checks/base/checks/prometheus/base_check.py
+++ b/datadog_checks_base/datadog_checks/base/checks/prometheus/base_check.py
@@ -1,8 +1,6 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-from six import string_types
-
 from ...errors import CheckException
 from ...utils.common import to_native_string
 from .. import AgentCheck
@@ -145,7 +143,7 @@ def get_scraper(self, instance):
         # We merge list and dictionaries from optional defaults & instance settings
         metrics = default_instance.get("metrics", []) + instance.get("metrics", [])
         for metric in metrics:
-            if isinstance(metric, string_types):
+            if isinstance(metric, str):
                 metrics_mapper[metric] = metric
             else:
                 metrics_mapper.update(metric)
diff --git a/datadog_checks_base/datadog_checks/base/checks/prometheus/mixins.py b/datadog_checks_base/datadog_checks/base/checks/prometheus/mixins.py
index 1f024d3dd2fac..d8a1d33cf9c6f 100644
--- a/datadog_checks_base/datadog_checks/base/checks/prometheus/mixins.py
+++ b/datadog_checks_base/datadog_checks/base/checks/prometheus/mixins.py
@@ -10,7 +10,6 @@
 
 import requests
 from google.protobuf.internal.decoder import _DecodeVarint32  # pylint: disable=E0611,E0401
-from six import PY3, iteritems, itervalues
 
 from ...config import is_affirmative
 from ...utils.http import RequestsWrapper
@@ -18,9 +17,6 @@
 from .. import AgentCheck
 from ..libs.prometheus import text_fd_to_metric_families
 
-if PY3:
-    long = int
-
 
 class PrometheusFormat:
     """
@@ -276,11 +272,11 @@ def get_metric_value_by_labels(messages, _metric, _m, metric_suffix):
         """
         metric_name = '{}_{}'.format(_m, metric_suffix)
         expected_labels = {
-            (k, v) for k, v in iteritems(_metric["labels"]) if k not in PrometheusScraperMixin.UNWANTED_LABELS
+            (k, v) for k, v in _metric["labels"].items() if k not in PrometheusScraperMixin.UNWANTED_LABELS
         }
         for elt in messages[metric_name]:
             current_labels = {
-                (k, v) for k, v in iteritems(elt["labels"]) if k not in PrometheusScraperMixin.UNWANTED_LABELS
+                (k, v) for k, v in elt["labels"].items() if k not in PrometheusScraperMixin.UNWANTED_LABELS
             }
             # As we have two hashable objects we can compare them without any side effects
             if current_labels == expected_labels:
@@ -307,7 +303,7 @@ def _extract_metric_from_map(self, _m, messages, obj_map, obj_help):
             # in the case of quantiles and buckets, they need to be grouped by labels
             if obj_map[_m] in ['summary', 'histogram'] and len(_obj.metric) > 0:
                 _label_exists = False
-                _metric_minus = {k: v for k, v in list(iteritems(_metric['labels'])) if k not in ['quantile', 'le']}
+                _metric_minus = {k: v for k, v in _metric['labels'].items() if k not in ['quantile', 'le']}
                 _metric_idx = 0
                 for mls in _obj.metric:
                     _tmp_lbl = {idx.name: idx.value for idx in mls.label}
@@ -327,13 +323,13 @@ def _extract_metric_from_map(self, _m, messages, obj_map, obj_help):
                 _g.gauge.value = float(_metric['value'])
             elif obj_map[_m] == 'summary':
                 if '{}_count'.format(_m) in messages:
-                    _g.summary.sample_count = long(self.get_metric_value_by_labels(messages, _metric, _m, 'count'))
+                    _g.summary.sample_count = int(self.get_metric_value_by_labels(messages, _metric, _m, 'count'))
                 if '{}_sum'.format(_m) in messages:
                     _g.summary.sample_sum = self.get_metric_value_by_labels(messages, _metric, _m, 'sum')
             # TODO: see what can be done with the untyped metrics
             elif obj_map[_m] == 'histogram':
                 if '{}_count'.format(_m) in messages:
-                    _g.histogram.sample_count = long(self.get_metric_value_by_labels(messages, _metric, _m, 'count'))
+                    _g.histogram.sample_count = int(self.get_metric_value_by_labels(messages, _metric, _m, 'count'))
                 if '{}_sum'.format(_m) in messages:
                     _g.histogram.sample_sum = self.get_metric_value_by_labels(messages, _metric, _m, 'sum')
             # last_metric = len(_obj.metric) - 1
@@ -350,7 +346,7 @@ def _extract_metric_from_map(self, _m, messages, obj_map, obj_help):
                     # _q = _obj.metric[last_metric].histogram.bucket.add()
                     _q = _g.histogram.bucket.add()
                     _q.upper_bound = float(_metric['labels'][lbl])
-                    _q.cumulative_count = long(float(_metric['value']))
+                    _q.cumulative_count = int(float(_metric['value']))
                 else:
                     # labels deduplication
                     is_in_labels = False
@@ -374,7 +370,7 @@ def scrape_metrics(self, endpoint, instance=None):
                 self._dry_run = False
             elif not self._watched_labels:
                 # build the _watched_labels set
-                for val in itervalues(self.label_joins):
+                for val in self.label_joins.values():
                     self._watched_labels.add(val['label_to_match'])
 
             for metric in self.parse_metric_family(response):
@@ -383,7 +379,7 @@ def scrape_metrics(self, endpoint, instance=None):
             # Set dry run off
             self._dry_run = False
             # Garbage collect unused mapping and reset active labels
-            for metric, mapping in list(iteritems(self._label_mapping)):
+            for metric, mapping in self._label_mapping.items():
                 for key in list(mapping):
                     if key not in self._active_label_mapping[metric]:
                         del self._label_mapping[metric][key]
diff --git a/datadog_checks_base/datadog_checks/base/checks/win/winpdh.py b/datadog_checks_base/datadog_checks/base/checks/win/winpdh.py
index b2ba6bf90de54..6a19c162de289 100644
--- a/datadog_checks_base/datadog_checks/base/checks/win/winpdh.py
+++ b/datadog_checks_base/datadog_checks/base/checks/win/winpdh.py
@@ -2,11 +2,10 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import time
+import winreg
 from collections import defaultdict
 
 import win32pdh
-from six import iteritems, text_type
-from six.moves import winreg
 
 DATA_TYPE_INT = win32pdh.PDH_FMT_LONG
 DATA_TYPE_DOUBLE = win32pdh.PDH_FMT_DOUBLE
@@ -98,7 +97,7 @@ def get_all_values(self):
         # names in the class "network interface"
         win32pdh.CollectQueryData(self.hq)
 
-        for inst, counter_handle in iteritems(self.counterdict):
+        for inst, counter_handle in self.counterdict.items():
             try:
                 t, val = win32pdh.GetFormattedCounterValue(counter_handle, self._precision)
                 ret[inst] = val
@@ -183,7 +182,7 @@ def _make_counter_path(self, machine_name, en_counter_name, instance_name, count
             # check to see if this counter is in the list of counters for this class
             if c not in counters:
                 try:
-                    self.logger.debug("Index %s counter %s not in counter list", index, text_type(c))
+                    self.logger.debug("Index %s counter %s not in counter list", index, str(c))
                 except:  # noqa: E722, B001
                     # some unicode characters are not translatable here.  Don't fail just
                     # because we couldn't log
@@ -197,7 +196,7 @@ def _make_counter_path(self, machine_name, en_counter_name, instance_name, count
                 break
             except:  # noqa: E722, B001
                 try:
-                    self.logger.info("Unable to make path with counter %s, trying next available", text_type(c))
+                    self.logger.info("Unable to make path with counter %s, trying next available", str(c))
                 except:  # noqa: E722, B001
                     self.logger.info("Unable to make path with counter index %s, trying next available", index)
         return path
diff --git a/datadog_checks_base/datadog_checks/base/checks/win/winpdh_base.py b/datadog_checks_base/datadog_checks/base/checks/win/winpdh_base.py
index ca4fa1365be4d..1ffb36a6e8a1b 100644
--- a/datadog_checks_base/datadog_checks/base/checks/win/winpdh_base.py
+++ b/datadog_checks_base/datadog_checks/base/checks/win/winpdh_base.py
@@ -5,7 +5,6 @@
 from typing import Callable, Dict, List, Optional, Tuple  # noqa: F401
 
 import win32wnet
-from six import iteritems
 
 from ... import AgentCheck, is_affirmative
 from ...utils.containers import hash_mutable
@@ -171,7 +170,7 @@ def _get_netresource(self, remote_machine):
     def do_refresh_counters(self):
         if self.refresh_counters:
             self.log.debug('Refreshing counters')
-            for counter, values in list(iteritems(self._missing_counters)):
+            for counter, values in self._missing_counters.items():
                 self._make_counters(counter_data=([counter], values))
 
     def get_counter_values(self, counterobj):
@@ -187,7 +186,7 @@ def check(self, instance):
         for inst_name, dd_name, metric_func, counterobj in self._metrics[self.instance_hash]:
             try:
                 vals = self.get_counter_values(counterobj)
-                for instance_name, val in iteritems(vals):
+                for instance_name, val in vals.items():
                     tags = list(self._tags.get(self.instance_hash, []))  # type: List[str]
 
                     if not counterobj.is_single_instance():
diff --git a/datadog_checks_base/datadog_checks/base/checks/win/wmi/__init__.py b/datadog_checks_base/datadog_checks/base/checks/win/wmi/__init__.py
index 20ee1d3a482be..5aa12aedb04c9 100644
--- a/datadog_checks_base/datadog_checks/base/checks/win/wmi/__init__.py
+++ b/datadog_checks_base/datadog_checks/base/checks/win/wmi/__init__.py
@@ -3,8 +3,6 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 from typing import Any, Dict, List, Optional, Tuple
 
-from six import iteritems
-
 from ... import AgentCheck
 from .sampler import WMISampler
 from .types import TagQuery, WMIFilter, WMIMetric, WMIObject, WMIProperties
@@ -177,7 +175,7 @@ def _extract_metrics(self, wmi_sampler, tag_by, tag_queries, constant_tags):
                 except TagQueryUniquenessFailure:
                     continue
 
-            for wmi_property, wmi_value in iteritems(wmi_obj):
+            for wmi_property, wmi_value in wmi_obj.items():
                 # skips any property not in arguments since SWbemServices.ExecQuery will return key prop properties
                 # https://msdn.microsoft.com/en-us/library/aa393866(v=vs.85).aspx
 
diff --git a/datadog_checks_base/datadog_checks/base/checks/win/wmi/sampler.py b/datadog_checks_base/datadog_checks/base/checks/win/wmi/sampler.py
index 6d8817ebecfc8..c3131743db29e 100644
--- a/datadog_checks_base/datadog_checks/base/checks/win/wmi/sampler.py
+++ b/datadog_checks_base/datadog_checks/base/checks/win/wmi/sampler.py
@@ -28,8 +28,6 @@
 
 import pythoncom
 import pywintypes
-from six import iteritems, string_types, with_metaclass
-from six.moves import zip
 from win32com.client import Dispatch
 
 from .counter_type import UndefinedCalculator, get_calculator, get_raw
@@ -67,7 +65,7 @@ def __contains__(cls, provider):
         return provider in cls._AVAILABLE_PROVIDER_ARCHITECTURES
 
 
-class ProviderArchitecture(with_metaclass(ProviderArchitectureMeta, object)):
+class ProviderArchitecture(metaclass=ProviderArchitectureMeta):
     """
     Enumerate WMI Provider Architectures.
     """
@@ -349,7 +347,7 @@ def _format_property_values(self, previous, current):
         """
         formatted_wmi_object = CaseInsensitiveDict()
 
-        for property_name, property_raw_value in iteritems(current):
+        for property_name, property_raw_value in current.items():
             counter_type = self._property_counter_types.get(property_name)
             property_formatted_value = property_raw_value
 
@@ -429,7 +427,7 @@ def _format_filter(filters, and_props=[]):
         def build_where_clause(fltr):
             def add_to_bool_ops(k, v):
                 if isinstance(v, (tuple, list)):
-                    if len(v) == 2 and isinstance(v[0], string_types) and v[0].upper() in WQL_OPERATORS:
+                    if len(v) == 2 and isinstance(v[0], str) and v[0].upper() in WQL_OPERATORS:
                         # Append if: [WQL_OP, value]
                         #     PROPERTY: ['<WQL_OP>', '%bar']
                         #     PROPERTY: { <BOOL_OP>: ['<WQL_OP>', 'foo']}
@@ -473,7 +471,7 @@ def add_to_bool_ops(k, v):
                     #     - [WQL_OP, val]
                     #     - foo
                     #     - bar
-                    for k, v in iteritems(value):
+                    for k, v in value.items():
                         bool_op = default_bool_op
                         if k.upper() in BOOL_OPERATORS:
                             bool_op = k.upper()
@@ -481,7 +479,7 @@ def add_to_bool_ops(k, v):
                             # map NOT to NOR or NAND
                             bool_op = 'N{}'.format(default_bool_op)
                         add_to_bool_ops(bool_op, v)
-                elif isinstance(value, string_types) and '%' in value:
+                elif isinstance(value, str) and '%' in value:
                     # Override operator to LIKE if wildcard detected
                     # e.g.
                     # PROPERTY: 'foo%'  -> PROPERTY LIKE 'foo%'
@@ -492,7 +490,7 @@ def add_to_bool_ops(k, v):
                     # PROPERTY: 'bar'   -> PROPERTY = 'foo'
                     add_to_bool_ops(default_bool_op, [default_wql_op, value])
 
-                for bool_op, value in iteritems(bool_ops):
+                for bool_op, value in bool_ops.items():
                     if not len(value):
                         continue
 
@@ -501,9 +499,7 @@ def add_to_bool_ops(k, v):
                             (prop, x)
                             if isinstance(x, (tuple, list))
                             else (
-                                (prop, ('LIKE', x))
-                                if isinstance(x, string_types) and '%' in x
-                                else (prop, (default_wql_op, x))
+                                (prop, ('LIKE', x)) if isinstance(x, str) and '%' in x else (prop, (default_wql_op, x))
                             )
                         ),
                         value,
diff --git a/datadog_checks_base/datadog_checks/base/checks/windows/perf_counters/base.py b/datadog_checks_base/datadog_checks/base/checks/windows/perf_counters/base.py
index 18e0137bf0bf7..3921dea94b14e 100644
--- a/datadog_checks_base/datadog_checks/base/checks/windows/perf_counters/base.py
+++ b/datadog_checks_base/datadog_checks/base/checks/windows/perf_counters/base.py
@@ -1,8 +1,6 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-# TODO: when we stop invoking Mypy with --py2, remove ignore and use f-strings
-# type: ignore
 from collections import ChainMap
 from contextlib import contextmanager, suppress
 
@@ -74,7 +72,7 @@ def _query_counters(self):
             # https://mhammond.github.io/pywin32/win32pdh__CollectQueryData_meth.html
             win32pdh.CollectQueryData(self._connection.query_handle)
         except pywintypes.error as error:
-            message = 'Error querying performance counters: {}'.format(error.strerror)
+            message = f'Error querying performance counters: {error.strerror}'
             self.submit_health_check(self.CRITICAL, message=message)
             self.log.error(message)
             return
@@ -93,19 +91,19 @@ def configure_perf_objects(self):
         config = self.get_config_with_defaults()
         server_tag = config.get('server_tag') or 'server'
         use_localized_counters = is_affirmative(self.init_config.get('use_localized_counters', False))
-        tags = ['{}:{}'.format(server_tag, self._connection.server)]
+        tags = [f'{server_tag}:{self._connection.server}']
         tags.extend(config.get('tags', []))
         self._static_tags = tuple(tags)
 
         for option_name in ('metrics', 'extra_metrics'):
             metric_config = config.get(option_name, {})
             if not isinstance(metric_config, dict):
-                raise ConfigTypeError('Setting `{}` must be a mapping'.format(option_name))
+                raise ConfigTypeError(f'Setting `{option_name}` must be a mapping')
 
             for object_name, object_config in metric_config.items():
                 if not isinstance(object_config, dict):
                     raise ConfigTypeError(
-                        'Performance object `{}` in setting `{}` must be a mapping'.format(object_name, option_name)
+                        f'Performance object `{object_name}` in setting `{option_name}` must be a mapping'
                     )
 
                 perf_object = self.get_perf_object(
@@ -184,12 +182,12 @@ def get_config_with_defaults(self):
                 metrics_config = updated_config['metrics'] = {}
                 for object_name, config in default_config['metrics'].items():
                     new_config = config.copy()
-                    new_config['name'] = '{}.{}'.format(self.__NAMESPACE__, new_config['name'])
+                    new_config['name'] = f'{self.__NAMESPACE__}.{new_config["name"]}'
                     metrics_config[object_name] = new_config
 
             # Ensure idempotency in case this method is called multiple times due to configuration errors
             if self.namespace:
-                self.SERVICE_CHECK_HEALTH = '{}.{}'.format(self.__NAMESPACE__, self.SERVICE_CHECK_HEALTH)
+                self.SERVICE_CHECK_HEALTH = f'{self.__NAMESPACE__}.{self.SERVICE_CHECK_HEALTH}'
 
             self.namespace = ''
 
diff --git a/datadog_checks_base/datadog_checks/base/ddyaml.py b/datadog_checks_base/datadog_checks/base/ddyaml.py
index d46ae1fe9e337..ffc5559f20fdd 100644
--- a/datadog_checks_base/datadog_checks/base/ddyaml.py
+++ b/datadog_checks_base/datadog_checks/base/ddyaml.py
@@ -5,7 +5,6 @@
 from os.path import realpath
 
 import yaml
-from six import string_types
 
 try:
     from yaml import CSafeDumper as yDumper
@@ -106,7 +105,7 @@ def safe_yaml_load_all(stream, Loader=yLoader):
 def get_stream_name(stream):
     """Using the same logic as pyyaml to handle both string types and file types. All file objects do not necessarily
     have a `name` attribute, in that case we can only say the stream is a file."""
-    if isinstance(stream, string_types):
+    if isinstance(stream, str):
         return "<string>"
     elif hasattr(stream, 'name'):
         return realpath(stream.name)
diff --git a/datadog_checks_base/datadog_checks/base/log.py b/datadog_checks_base/datadog_checks/base/log.py
index c09011e94a4d3..0d641272696a1 100644
--- a/datadog_checks_base/datadog_checks/base/log.py
+++ b/datadog_checks_base/datadog_checks/base/log.py
@@ -6,7 +6,6 @@
 import warnings
 from typing import Callable  # noqa: F401
 
-from six import PY2, text_type
 from urllib3.exceptions import InsecureRequestWarning
 
 from datadog_checks.base.agent import datadog_agent
@@ -57,17 +56,6 @@ def process(self, msg, kwargs):
     def trace(self, msg, *args, **kwargs):
         self.log(TRACE_LEVEL, msg, *args, **kwargs)
 
-    if PY2:
-
-        def warn(self, msg, *args, **kwargs):
-            self.log(logging.WARNING, msg, *args, **kwargs)
-
-        def getEffectiveLevel(self):
-            """
-            Get the effective level for the underlying logger.
-            """
-            return self.logger.getEffectiveLevel()
-
 
 class CheckLogFormatter(logging.Formatter):
     def __init__(self):
@@ -146,10 +134,6 @@ def _get_py_loglevel(lvl):
     """
     Map log levels to strings
     """
-    # In Python2, transform the unicode object into plain string
-    if PY2 and isinstance(lvl, text_type):
-        lvl = lvl.encode('ascii', 'ignore')
-
     # Be resilient to bad input since `lvl` comes from a configuration file
     try:
         lvl = lvl.upper()
diff --git a/datadog_checks_base/datadog_checks/base/stubs/aggregator.py b/datadog_checks_base/datadog_checks/base/stubs/aggregator.py
index f9959f0787d98..bb2192788b4e0 100644
--- a/datadog_checks_base/datadog_checks/base/stubs/aggregator.py
+++ b/datadog_checks_base/datadog_checks/base/stubs/aggregator.py
@@ -8,8 +8,6 @@
 import re
 from collections import OrderedDict, defaultdict
 
-from six import iteritems
-
 from ..constants import ServiceCheck
 from ..utils.common import ensure_unicode, to_native_string
 from .common import HistogramBucketStub, MetricStub, ServiceCheckStub
@@ -79,7 +77,7 @@ class AggregatorStub(object):
             ('historate', 6),
         )
     )
-    METRIC_ENUM_MAP_REV = {v: k for k, v in iteritems(METRIC_ENUM_MAP)}
+    METRIC_ENUM_MAP_REV = {v: k for k, v in METRIC_ENUM_MAP.items()}
     GAUGE, RATE, COUNT, MONOTONIC_COUNT, COUNTER, HISTOGRAM, HISTORATE = list(METRIC_ENUM_MAP.values())
     AGGREGATE_TYPES = {COUNT, COUNTER}
     IGNORED_METRICS = {'datadog.agent.profile.memory.check_run_alloc'}
@@ -256,7 +254,7 @@ def assert_event(self, msg_text, count=None, at_least=1, exact_match=True, tags=
                 continue
             if tags and set(tags) != set(e['tags']):
                 continue
-            for name, value in iteritems(kwargs):
+            for name, value in kwargs.items():
                 if e[name] != value:
                     break
             else:
@@ -444,7 +442,7 @@ def assert_metrics_using_metadata(
 
         exclude = exclude or []
         errors = set()
-        for metric_name, metric_stubs in iteritems(self._metrics):
+        for metric_name, metric_stubs in self._metrics.items():
             if metric_name in exclude:
                 continue
             for metric_stub in metric_stubs:
@@ -493,14 +491,14 @@ def assert_service_checks(self, service_checks):
 
         errors = set()
 
-        for service_check_name, service_check_stubs in iteritems(self._service_checks):
+        for service_check_name, service_check_stubs in self._service_checks.items():
             for service_check_stub in service_check_stubs:
                 # Checking the metric is in `service_checks.json`
                 if service_check_name not in [sc['check'] for sc in service_checks]:
                     errors.add("Expect `{}` to be in service_check.json.".format(service_check_name))
                     continue
 
-                status_string = {value: key for key, value in iteritems(ServiceCheck._asdict())}[
+                status_string = {value: key for key, value in ServiceCheck._asdict().items()}[
                     service_check_stub.status
                 ].lower()
                 service_check = [c for c in service_checks if c['check'] == service_check_name][0]
@@ -568,7 +566,7 @@ def _assert_no_duplicate_stub(stub_type, all_metrics, stub_to_key_fn):
             all_contexts[context].append(metric)
 
         dup_contexts = defaultdict(list)
-        for context, metrics in iteritems(all_contexts):
+        for context, metrics in all_contexts.items():
             if len(metrics) > 1:
                 dup_contexts[context] = metrics
 
diff --git a/datadog_checks_base/datadog_checks/base/stubs/datadog_agent.py b/datadog_checks_base/datadog_checks/base/stubs/datadog_agent.py
index 67f59540d0a80..255e51803eca8 100644
--- a/datadog_checks_base/datadog_checks/base/stubs/datadog_agent.py
+++ b/datadog_checks_base/datadog_checks/base/stubs/datadog_agent.py
@@ -5,8 +5,6 @@
 import re
 from collections import defaultdict
 
-from six import iteritems
-
 from datadog_checks.base.utils.serialization import from_json, to_json
 
 
@@ -67,8 +65,8 @@ def assert_external_tags(self, hostname, external_tags, match_tags_order=False):
         for h, tags in self._external_tags:
             if h == hostname:
                 if not match_tags_order:
-                    external_tags = {k: sorted(v) for (k, v) in iteritems(external_tags)}
-                    tags = {k: sorted(v) for (k, v) in iteritems(tags)}
+                    external_tags = {k: sorted(v) for (k, v) in external_tags.items()}
+                    tags = {k: sorted(v) for (k, v) in tags.items()}
 
                 assert (
                     external_tags == tags
diff --git a/datadog_checks_base/datadog_checks/base/stubs/similar.py b/datadog_checks_base/datadog_checks/base/stubs/similar.py
index 9b6c4ba16f381..9d56ff3b1a89a 100644
--- a/datadog_checks_base/datadog_checks/base/stubs/similar.py
+++ b/datadog_checks_base/datadog_checks/base/stubs/similar.py
@@ -1,7 +1,5 @@
 from difflib import SequenceMatcher
 
-from six import iteritems
-
 from datadog_checks.base.stubs.common import HistogramBucketStub, MetricStub, ServiceCheckStub
 
 '''
@@ -11,6 +9,62 @@
 MAX_SIMILAR_TO_DISPLAY = 15
 
 
+def dict_diff(expected, closest):
+    """
+    Returns an array of key/value pairs that are different between the two dicts.
+    """
+    diff = []
+    for key in closest.keys() | expected.keys():
+        expected_value = expected.get(key)
+        closest_value = closest.get(key)
+
+        if expected_value is not None and expected_value != closest_value:
+            diff.append((key, expected_value, closest_value))
+
+    return diff
+
+
+def tags_list_to_dict(tags):
+    return {tag.split(':', 1)[0]: (tag.split(':', 1)[1] if ":" in tag else '') for tag in tags}
+
+
+def tags_diff(expected, closest):
+    """
+    Returns an array of key/value pairs that are different between the two lists of tags.
+    """
+    diff = []
+    expected_tags_dict = tags_list_to_dict(expected)
+    closest_tags_dict = tags_list_to_dict(closest)
+    for tag in expected_tags_dict:
+        if expected_tags_dict[tag] != closest_tags_dict.get(tag):
+            diff.append((tag, expected_tags_dict[tag], closest_tags_dict.get(tag)))
+    for tag in closest_tags_dict:
+        if tag not in expected_tags_dict:
+            diff.append((tag, None, closest_tags_dict[tag]))
+    return diff
+
+
+def format_metric_stub_diff(expected, closest):
+    """
+    Return formatted difference between expected and closest metric stubs
+    """
+    diff = []
+
+    closest_dict = closest._asdict()
+    expected_dict = expected._asdict()
+    dict_diffs = dict_diff(expected_dict, closest_dict)
+    for key, expected_value, closest_value in dict_diffs:
+        if key == "tags":
+            tag_diffs = tags_diff(expected_value, closest_value)
+            for tag, expected_tag_value, closest_tag_value in tag_diffs:
+                diff.append(
+                    f"        Expected tag {tag}:{expected_tag_value}\n" + f"        Found {tag}:{closest_tag_value}"
+                )
+        else:
+            diff.append(f"        Expected {key}: {expected_value}\n        Found {closest_value}")
+    return diff
+
+
 def build_similar_elements_msg(expected, submitted_elements):
     """
     Return formatted similar elements (metrics, service checks) received compared to submitted elements
@@ -24,9 +78,17 @@ def build_similar_elements_msg(expected, submitted_elements):
             metric_stub.tags.sort()
         similar_metrics_to_print.append("{:.2f}    {}".format(score, metric_stub))
 
+    closest_diff = []
+    if similar_metrics:
+        [_, closest] = similar_metrics[0]
+        closest_diff = format_metric_stub_diff(expected, closest)
+
     return (
         "Expected:\n"
         + "        {}\n".format(expected)
+        + "Difference to closest:\n"
+        + "\n".join(closest_diff)
+        + "\n\n"
         + "Similar submitted:\n"
         + "Score   Most similar\n"
         + "\n".join(similar_metrics_to_print)
@@ -47,7 +109,7 @@ def _build_similar_elements(expected_element, submitted_elements):
         raise NotImplementedError("Invalid type: {}".format(expected_element))
 
     similar_elements = []
-    for _, metric_stubs in iteritems(submitted_elements):
+    for _, metric_stubs in submitted_elements.items():
         for candidate_metric in metric_stubs:
             score = scoring_fn(expected_element, candidate_metric)
             similar_elements.append((score, candidate_metric))
diff --git a/datadog_checks_base/datadog_checks/base/utils/common.py b/datadog_checks_base/datadog_checks/base/utils/common.py
index 35af85746706c..28c4943b53b32 100644
--- a/datadog_checks_base/datadog_checks/base/utils/common.py
+++ b/datadog_checks_base/datadog_checks/base/utils/common.py
@@ -7,16 +7,14 @@
 import re
 from decimal import ROUND_HALF_UP, Decimal
 from typing import TYPE_CHECKING, Text, Union  # noqa: F401
-
-from six import PY3, iteritems, text_type
-from six.moves.urllib.parse import urlparse
+from urllib.parse import urlparse
 
 from .constants import MILLISECOND
 
 
 def ensure_bytes(s):
     # type: (Union[Text, bytes]) -> bytes
-    if isinstance(s, text_type):
+    if isinstance(s, str):
         s = s.encode('utf-8')
     return s
 
@@ -32,7 +30,7 @@ def ensure_unicode(s):
 if TYPE_CHECKING:
     to_native_string = str
 else:
-    to_native_string = ensure_unicode if PY3 else ensure_bytes
+    to_native_string = ensure_unicode
 
 # TODO: `to_string` will be deprecated with Agent 6.21/7.21
 to_string = to_native_string
@@ -77,7 +75,7 @@ def total_time_to_temporal_percent(total_time, scale=MILLISECOND):
 
 
 def exclude_undefined_keys(mapping):
-    return {key: value for key, value in iteritems(mapping) if value is not None}
+    return {key: value for key, value in mapping.items() if value is not None}
 
 
 def round_value(value, precision=0, rounding_method=ROUND_HALF_UP):
diff --git a/datadog_checks_base/datadog_checks/base/utils/containers.py b/datadog_checks_base/datadog_checks/base/utils/containers.py
index 5b975d0d972a4..121dbc0fdd296 100644
--- a/datadog_checks_base/datadog_checks/base/utils/containers.py
+++ b/datadog_checks_base/datadog_checks/base/utils/containers.py
@@ -1,7 +1,6 @@
 # (C) Datadog, Inc. 2010-present
 # All rights reserved
 # Licensed under Simplified BSD License (see LICENSE)
-from six import iteritems
 
 
 class _FreezeKey(object):
@@ -54,7 +53,7 @@ def freeze(o):
         return tuple(sorted((freeze(e) for e in o), key=_FreezeKey))
 
     if isinstance(o, dict):
-        return tuple(sorted(((k, freeze(v)) for k, v in iteritems(o)), key=_item_freeze_key))
+        return tuple(sorted(((k, freeze(v)) for k, v in o.items()), key=_item_freeze_key))
 
     if isinstance(o, (set, frozenset)):
         return tuple(sorted((freeze(e) for e in o), key=_FreezeKey))
diff --git a/datadog_checks_base/datadog_checks/base/utils/db/query.py b/datadog_checks_base/datadog_checks/base/utils/db/query.py
index 85abbc3b063f0..137c835ae15f7 100644
--- a/datadog_checks_base/datadog_checks/base/utils/db/query.py
+++ b/datadog_checks_base/datadog_checks/base/utils/db/query.py
@@ -4,8 +4,6 @@
 from copy import deepcopy
 from typing import Any, Dict, List, Tuple  # noqa: F401
 
-from six import raise_from
-
 from datadog_checks.base.utils.db.types import Transformer, TransformerFactory  # noqa: F401
 from datadog_checks.base.utils.time import get_timestamp
 
@@ -165,7 +163,7 @@ def compile(
                 #
                 # When an exception is raised in the context of another one, both will be printed. To avoid
                 # this we set the context to None. https://www.python.org/dev/peps/pep-0409/
-                raise_from(type(e)(error), None)
+                raise type(e)(error) from None
             else:
                 if __column_type_is_tag:
                     column_data.append((column_name, (column_type, transformer)))
@@ -235,7 +233,7 @@ def compile(
             except Exception as e:
                 error = 'error compiling type `{}` for extra {} of {}: {}'.format(extra_type, extra_name, query_name, e)
 
-                raise_from(type(e)(error), None)
+                raise type(e)(error) from None
             else:
                 if extra_type in submission_transformers:
                     transformer = create_extra_transformer(transformer, extra_source)
diff --git a/datadog_checks_base/datadog_checks/base/utils/db/utils.py b/datadog_checks_base/datadog_checks/base/utils/db/utils.py
index 26a135357203d..b30dcdfb3b6b3 100644
--- a/datadog_checks_base/datadog_checks/base/utils/db/utils.py
+++ b/datadog_checks_base/datadog_checks/base/utils/db/utils.py
@@ -12,7 +12,6 @@
 import time
 from concurrent.futures.thread import ThreadPoolExecutor
 from ipaddress import IPv4Address
-from itertools import chain
 from typing import Any, Callable, Dict, List, Tuple  # noqa: F401
 
 from cachetools import TTLCache
@@ -79,9 +78,7 @@ def transformer(_sources, *call_args, **kwargs):
             # type: (Dict[str, Any], Tuple[str, Any], Dict[str, Any]) -> None
             kwargs.update(modifiers)
 
-            # TODO: When Python 2 goes away simply do:
-            # submit_method(*creation_args, *call_args, **kwargs)
-            submit_method(*chain(creation_args, call_args), **kwargs)
+            submit_method(*creation_args, *call_args, **kwargs)
 
         return transformer
 
@@ -153,6 +150,9 @@ def acquire(self, key):
 
 
 def resolve_db_host(db_host):
+    if db_host and db_host.endswith('.local'):
+        return db_host
+
     agent_hostname = datadog_agent.get_hostname()
     if not db_host or db_host in {'localhost', '127.0.0.1'} or db_host.startswith('/'):
         return agent_hostname
diff --git a/datadog_checks_base/datadog_checks/base/utils/fips.py b/datadog_checks_base/datadog_checks/base/utils/fips.py
new file mode 100644
index 0000000000000..36de6c1e3038c
--- /dev/null
+++ b/datadog_checks_base/datadog_checks/base/utils/fips.py
@@ -0,0 +1,32 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import os
+
+
+def enable_fips(path_to_openssl_conf=None, path_to_openssl_modules=None):
+    path_to_embedded = None
+    if os.getenv("OPENSSL_CONF") is None:
+        if path_to_openssl_conf is None:
+            path_to_embedded = _get_embedded_path() if path_to_embedded is None else path_to_embedded
+            path_to_openssl_conf = path_to_embedded / "ssl" / "openssl.cnf"
+            if not path_to_openssl_conf.exists():
+                raise RuntimeError(f'The configuration file "{path_to_openssl_conf}" does not exist')
+        os.environ["OPENSSL_CONF"] = str(path_to_openssl_conf)
+
+    if os.getenv("OPENSSL_MODULES") is None:
+        if path_to_openssl_modules is None:
+            path_to_embedded = _get_embedded_path() if path_to_embedded is None else path_to_embedded
+            path_to_openssl_modules = path_to_embedded / "lib" / "ossl-modules"
+            if not path_to_openssl_conf.exists():
+                raise RuntimeError(f'The directory "{path_to_openssl_modules}" does not exist')
+        os.environ["OPENSSL_MODULES"] = str(path_to_openssl_modules)
+
+
+def _get_embedded_path():
+    import sys
+    from pathlib import Path
+
+    embedded_dir = "embedded3" if os.name == 'nt' else "embedded"
+    return Path(sys.executable.split("embedded")[0] + embedded_dir)
diff --git a/datadog_checks_base/datadog_checks/base/utils/headers.py b/datadog_checks_base/datadog_checks/base/utils/headers.py
index 9568876c7e426..3c2e899090ea1 100644
--- a/datadog_checks_base/datadog_checks/base/utils/headers.py
+++ b/datadog_checks_base/datadog_checks/base/utils/headers.py
@@ -1,44 +1,32 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-from collections import OrderedDict
-
-from six import iteritems
-
 from datadog_checks.base.agent import datadog_agent
 
 
 def _get_common_headers():
-    return OrderedDict(
-        (
-            # Required by the HTTP spec. If missing, some websites may return junk (eg 404 responses).
-            ('Accept', '*/*'),
-            # Allow websites to send compressed responses.
-            # (In theory, not including this header allows servers to send anything, but in practice servers are
-            # typically conservative and send plain text, i.e. uncompressed responses.)
-            ('Accept-Encoding', 'gzip, deflate'),
-            # NOTE: we don't include a 'Connection' header. This is equivalent to using the spec-specific default
-            # behavior, i.e. 'keep-alive' for HTTP/1.1, and 'close' for HTTP/1.0.
-        )
-    )
+    return {  # Required by the HTTP spec. If missing, some websites may return junk (eg 404 responses).
+        'Accept': '*/*',
+        # Allow websites to send compressed responses.
+        # (In theory, not including this header allows servers to send anything, but in practice servers are
+        # typically conservative and send plain text, i.e. uncompressed responses.)
+        'Accept-Encoding': 'gzip, deflate',
+        # NOTE: we don't include a 'Connection' header. This is equivalent to using the spec-specific default
+        # behavior, i.e. 'keep-alive' for HTTP/1.1, and 'close' for HTTP/1.0.
+    }
 
 
 def get_default_headers():
     # http://docs.python-requests.org/en/master/user/advanced/#header-ordering
-    # TODO: Use built-in when we drop Python 2 as dictionaries are guaranteed to be ordered in Python 3.6+ (and PyPy)
-    headers = OrderedDict(
-        (
-            # Default to `0.0.0` if no version is found
-            ('User-Agent', 'Datadog Agent/{}'.format(datadog_agent.get_version() or '0.0.0')),
-        )
-    )
+    # Default to `0.0.0` if no version is found
+    headers = {'User-Agent': 'Datadog Agent/{}'.format(datadog_agent.get_version() or '0.0.0')}
     headers.update(_get_common_headers())
     return headers
 
 
 def update_headers(headers, extra_headers):
     # Ensure the values are strings
-    headers.update((key, str(value)) for key, value in iteritems(extra_headers))
+    headers.update((key, str(value)) for key, value in extra_headers.items())
 
 
 def headers(agentConfig, **kwargs):
diff --git a/datadog_checks_base/datadog_checks/base/utils/http.py b/datadog_checks_base/datadog_checks/base/utils/http.py
index a53b070e94b41..9c4386af67639 100644
--- a/datadog_checks_base/datadog_checks/base/utils/http.py
+++ b/datadog_checks_base/datadog_checks/base/utils/http.py
@@ -9,6 +9,7 @@
 from copy import deepcopy
 from io import open
 from ipaddress import ip_address, ip_network
+from urllib.parse import quote, urlparse, urlunparse
 
 import requests
 import requests_unixsocket
@@ -19,8 +20,6 @@
 from requests import auth as requests_auth
 from requests.exceptions import SSLError
 from requests_toolbelt.adapters import host_header_ssl
-from six import PY2, iteritems, string_types
-from six.moves.urllib.parse import quote, urlparse, urlunparse
 from wrapt import ObjectProxy
 
 from datadog_checks.base.agent import datadog_agent
@@ -29,7 +28,7 @@
 from ..errors import ConfigurationError
 from .common import ensure_bytes, ensure_unicode
 from .headers import get_default_headers, update_headers
-from .network import CertAdapter, closing, create_socket_connection
+from .network import CertAdapter, create_socket_connection
 from .time import get_timestamp
 
 try:
@@ -169,7 +168,7 @@ def __init__(self, instance, init_config, remapper=None, logger=None, session=No
         )
 
         # Populate with the default values
-        config = {field: instance.get(field, value) for field, value in iteritems(default_fields)}
+        config = {field: instance.get(field, value) for field, value in default_fields.items()}
 
         # Support non-standard (usually legacy) configurations, for example:
         # {
@@ -185,7 +184,7 @@ def __init__(self, instance, init_config, remapper=None, logger=None, session=No
 
         remapper.update(DEFAULT_REMAPPED_FIELDS)
 
-        for remapped_field, data in iteritems(remapper):
+        for remapped_field, data in remapper.items():
             field = data.get('name')
 
             # Ignore fields we don't recognize
@@ -257,15 +256,15 @@ def __init__(self, instance, init_config, remapper=None, logger=None, session=No
 
         # https://requests.readthedocs.io/en/latest/user/advanced/#ssl-cert-verification
         verify = True
-        if isinstance(config['tls_ca_cert'], string_types):
+        if isinstance(config['tls_ca_cert'], str):
             verify = config['tls_ca_cert']
         elif not is_affirmative(config['tls_verify']):
             verify = False
 
         # https://requests.readthedocs.io/en/latest/user/advanced/#client-side-certificates
         cert = None
-        if isinstance(config['tls_cert'], string_types):
-            if isinstance(config['tls_private_key'], string_types):
+        if isinstance(config['tls_cert'], str):
+            if isinstance(config['tls_private_key'], str):
                 cert = (config['tls_cert'], config['tls_private_key'])
             else:
                 cert = config['tls_cert']
@@ -293,7 +292,7 @@ def __init__(self, instance, init_config, remapper=None, logger=None, session=No
                 if 'no_proxy' in proxies:
                     no_proxy_uris = proxies.pop('no_proxy')
 
-                    if isinstance(no_proxy_uris, string_types):
+                    if isinstance(no_proxy_uris, str):
                         no_proxy_uris = no_proxy_uris.replace(';', ',').split(',')
             else:
                 proxies = None
@@ -432,7 +431,7 @@ def make_request_aia_chasing(self, request_method, method, url, new_options, per
             certadapter = CertAdapter(certs=certs)
             if not persist:
                 session = requests.Session()
-                for option, value in iteritems(self.options):
+                for option, value in self.options.items():
                     setattr(session, option, value)
             else:
                 session = self.session
@@ -446,7 +445,7 @@ def populate_options(self, options):
         if not options:
             return self.options
 
-        for option, value in iteritems(self.options):
+        for option, value in self.options.items():
             # Make explicitly set options take precedence
             options.setdefault(option, value)
 
@@ -462,12 +461,12 @@ def fetch_intermediate_certs(self, hostname, port=443):
             self.logger.error('Error occurred while connecting to socket to discover intermediate certificates: %s', e)
             return certs
 
-        with closing(sock):
+        with sock:
             try:
                 context = ssl.SSLContext(protocol=ssl.PROTOCOL_TLS)
                 context.verify_mode = ssl.CERT_NONE
 
-                with closing(context.wrap_socket(sock, server_hostname=hostname)) as secure_sock:
+                with context.wrap_socket(sock, server_hostname=hostname) as secure_sock:
                     der_cert = secure_sock.getpeercert(binary_form=True)
                     protocol_version = secure_sock.version()
                     if protocol_version and protocol_version not in self.tls_protocols_allowed:
@@ -535,7 +534,7 @@ def session(self):
             self._session.mount('{}://'.format(UDS_SCHEME), requests_unixsocket.UnixAdapter())
 
             # Attributes can't be passed to the constructor
-            for option, value in iteritems(self.options):
+            for option, value in self.options.items():
                 setattr(self._session, option, value)
 
         return self._session
@@ -998,5 +997,4 @@ class StandardFields(object):
     pass
 
 
-if not PY2:
-    StandardFields.__doc__ = '\n'.join('- `{}`'.format(field) for field in STANDARD_FIELDS)
+StandardFields.__doc__ = '\n'.join('- `{}`'.format(field) for field in STANDARD_FIELDS)
diff --git a/datadog_checks_base/datadog_checks/base/utils/metadata/core.py b/datadog_checks_base/datadog_checks/base/utils/metadata/core.py
index 94d32d8abc53e..b1661593a1b6d 100644
--- a/datadog_checks_base/datadog_checks/base/utils/metadata/core.py
+++ b/datadog_checks_base/datadog_checks/base/utils/metadata/core.py
@@ -3,8 +3,6 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import logging
 
-from six import iteritems
-
 from datadog_checks.base.agent import datadog_agent
 
 from ..common import to_native_string
@@ -80,7 +78,7 @@ def submit(self, name, value, options):
             if isinstance(transformed, str):
                 self.submit_raw(name, transformed)
             else:
-                for transformed_name, transformed_value in iteritems(transformed):
+                for transformed_name, transformed_value in transformed.items():
                     self.submit_raw(transformed_name, transformed_value)
         else:
             self.submit_raw(name, value)
@@ -118,7 +116,7 @@ def transform_version(self, version, options):
         if scheme == 'regex' or scheme == 'parts':
             scheme = options.get('final_scheme', self.check_name)
 
-        data = {'version.{}'.format(part_name): part_value for part_name, part_value in iteritems(version_parts)}
+        data = {'version.{}'.format(part_name): part_value for part_name, part_value in version_parts.items()}
         data['version.raw'] = version
         data['version.scheme'] = scheme
 
diff --git a/datadog_checks_base/datadog_checks/base/utils/metadata/utils.py b/datadog_checks_base/datadog_checks/base/utils/metadata/utils.py
index f5d30277d0d15..d1733d1d0a3ee 100644
--- a/datadog_checks_base/datadog_checks/base/utils/metadata/utils.py
+++ b/datadog_checks_base/datadog_checks/base/utils/metadata/utils.py
@@ -1,9 +1,8 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-from six import binary_type, text_type
 
 
 def is_primitive(obj):
     # https://github.com/python/cpython/blob/4f82a53c5d34df00bf2d563c2417f5e2638d1004/Lib/json/encoder.py#L357-L377
-    return obj is None or isinstance(obj, (binary_type, bool, float, int, text_type))
+    return obj is None or isinstance(obj, (bytes, bool, float, int, str))
diff --git a/datadog_checks_base/datadog_checks/base/utils/network.py b/datadog_checks_base/datadog_checks/base/utils/network.py
index 4f5c837b53d12..4c51899f00f3e 100644
--- a/datadog_checks_base/datadog_checks/base/utils/network.py
+++ b/datadog_checks_base/datadog_checks/base/utils/network.py
@@ -2,18 +2,6 @@
 import ssl
 
 from requests.adapters import HTTPAdapter, PoolManager
-from six import PY2
-
-if PY2:
-    from contextlib import closing as _closing
-
-    def closing(sock):
-        return _closing(sock)
-
-else:
-
-    def closing(sock):
-        return sock
 
 
 def create_socket_connection(hostname, port=443, sock_type=socket.SOCK_STREAM, timeout=10):
diff --git a/datadog_checks_base/datadog_checks/base/utils/prometheus/metrics_pb2.py b/datadog_checks_base/datadog_checks/base/utils/prometheus/metrics_pb2.py
index bc1eb25c10097..041f2db38a2cd 100644
--- a/datadog_checks_base/datadog_checks/base/utils/prometheus/metrics_pb2.py
+++ b/datadog_checks_base/datadog_checks/base/utils/prometheus/metrics_pb2.py
@@ -2,880 +2,49 @@
 # pylint: skip-file
 # Generated by the protocol buffer compiler.  DO NOT EDIT unless you know what you're doing!
 # source: metrics.proto
-from six import PY3
-
-if PY3:
-    # Protobuf Python Version: 4.25.1
-    # https://github.com/prometheus/client_model/blob/086fe7ca28bde6cec2acd5223423c1475a362858/metrics.proto#L76-%20%20L81
-
-    """Generated protocol buffer code."""
-    from google.protobuf import descriptor as _descriptor
-    from google.protobuf import descriptor_pool as _descriptor_pool
-    from google.protobuf import symbol_database as _symbol_database
-    from google.protobuf.internal import builder as _builder
-
-    # @@protoc_insertion_point(imports)
-
-    _sym_db = _symbol_database.Default()
-
-    DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
-        b'\n\rmetrics.proto\x12\x14io.prometheus.client\"(\n\tLabelPair\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"\x16\n\x05Gauge\x12\r\n\x05value\x18\x01 \x01(\x01\"\x18\n\x07\x43ounter\x12\r\n\x05value\x18\x01 \x01(\x01\"+\n\x08Quantile\x12\x10\n\x08quantile\x18\x01 \x01(\x01\x12\r\n\x05value\x18\x02 \x01(\x01\"e\n\x07Summary\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12\x30\n\x08quantile\x18\x03 \x03(\x0b\x32\x1e.io.prometheus.client.Quantile\"\x18\n\x07Untyped\x12\r\n\x05value\x18\x01 \x01(\x01\"c\n\tHistogram\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12,\n\x06\x62ucket\x18\x03 \x03(\x0b\x32\x1c.io.prometheus.client.Bucket\"7\n\x06\x42ucket\x12\x18\n\x10\x63umulative_count\x18\x01 \x01(\x04\x12\x13\n\x0bupper_bound\x18\x02 \x01(\x01\"\xbe\x02\n\x06Metric\x12.\n\x05label\x18\x01 \x03(\x0b\x32\x1f.io.prometheus.client.LabelPair\x12*\n\x05gauge\x18\x02 \x01(\x0b\x32\x1b.io.prometheus.client.Gauge\x12.\n\x07\x63ounter\x18\x03 \x01(\x0b\x32\x1d.io.prometheus.client.Counter\x12.\n\x07summary\x18\x04 \x01(\x0b\x32\x1d.io.prometheus.client.Summary\x12.\n\x07untyped\x18\x05 \x01(\x0b\x32\x1d.io.prometheus.client.Untyped\x12\x32\n\thistogram\x18\x07 \x01(\x0b\x32\x1f.io.prometheus.client.Histogram\x12\x14\n\x0ctimestamp_ms\x18\x06 \x01(\x03\"\x88\x01\n\x0cMetricFamily\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04help\x18\x02 \x01(\t\x12.\n\x04type\x18\x03 \x01(\x0e\x32 .io.prometheus.client.MetricType\x12,\n\x06metric\x18\x04 \x03(\x0b\x32\x1c.io.prometheus.client.Metric*M\n\nMetricType\x12\x0b\n\x07\x43OUNTER\x10\x00\x12\t\n\x05GAUGE\x10\x01\x12\x0b\n\x07SUMMARY\x10\x02\x12\x0b\n\x07UNTYPED\x10\x03\x12\r\n\tHISTOGRAM\x10\x04\x42\x16\n\x14io.prometheus.client'
-    )
-
-    _globals = globals()
-    _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
-    _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'metrics_pb2', _globals)
-    if _descriptor._USE_C_DESCRIPTORS == False:
-        _globals['DESCRIPTOR']._options = None
-        _globals['DESCRIPTOR']._serialized_options = b'\n\024io.prometheus.client'
-        _globals['_METRICTYPE']._serialized_start = 923
-        _globals['_METRICTYPE']._serialized_end = 1000
-        _globals['_LABELPAIR']._serialized_start = 39
-        _globals['_LABELPAIR']._serialized_end = 79
-        _globals['_GAUGE']._serialized_start = 81
-        _globals['_GAUGE']._serialized_end = 103
-        _globals['_COUNTER']._serialized_start = 105
-        _globals['_COUNTER']._serialized_end = 129
-        _globals['_QUANTILE']._serialized_start = 131
-        _globals['_QUANTILE']._serialized_end = 174
-        _globals['_SUMMARY']._serialized_start = 176
-        _globals['_SUMMARY']._serialized_end = 277
-        _globals['_UNTYPED']._serialized_start = 279
-        _globals['_UNTYPED']._serialized_end = 303
-        _globals['_HISTOGRAM']._serialized_start = 305
-        _globals['_HISTOGRAM']._serialized_end = 404
-        _globals['_BUCKET']._serialized_start = 406
-        _globals['_BUCKET']._serialized_end = 461
-        _globals['_METRIC']._serialized_start = 464
-        _globals['_METRIC']._serialized_end = 782
-        _globals['_METRICFAMILY']._serialized_start = 785
-        _globals['_METRICFAMILY']._serialized_end = 921
-    # @@protoc_insertion_point(module_scope)
-else:
-    import sys
-
-    from google.protobuf import descriptor as _descriptor
-    from google.protobuf import descriptor_pb2
-    from google.protobuf import message as _message
-    from google.protobuf import reflection as _reflection
-    from google.protobuf import symbol_database as _symbol_database
-    from google.protobuf.internal import enum_type_wrapper
-
-    _b = sys.version_info[0] < 3 and (lambda x: x) or (lambda x: x.encode('latin1'))
-    # @@protoc_insertion_point(imports)
-
-    _sym_db = _symbol_database.Default()
-
-    DESCRIPTOR = _descriptor.FileDescriptor(
-        name='metrics.proto',
-        package='io.prometheus.client',
-        syntax='proto2',
-        serialized_pb=_b(
-            '\n\rmetrics.proto\x12\x14io.prometheus.client\"(\n\tLabelPair\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"\x16\n\x05Gauge\x12\r\n\x05value\x18\x01 \x01(\x01\"\x18\n\x07\x43ounter\x12\r\n\x05value\x18\x01 \x01(\x01\"+\n\x08Quantile\x12\x10\n\x08quantile\x18\x01 \x01(\x01\x12\r\n\x05value\x18\x02 \x01(\x01\"e\n\x07Summary\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12\x30\n\x08quantile\x18\x03 \x03(\x0b\x32\x1e.io.prometheus.client.Quantile\"\x18\n\x07Untyped\x12\r\n\x05value\x18\x01 \x01(\x01\"c\n\tHistogram\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12,\n\x06\x62ucket\x18\x03 \x03(\x0b\x32\x1c.io.prometheus.client.Bucket\"7\n\x06\x42ucket\x12\x18\n\x10\x63umulative_count\x18\x01 \x01(\x04\x12\x13\n\x0bupper_bound\x18\x02 \x01(\x01\"\xbe\x02\n\x06Metric\x12.\n\x05label\x18\x01 \x03(\x0b\x32\x1f.io.prometheus.client.LabelPair\x12*\n\x05gauge\x18\x02 \x01(\x0b\x32\x1b.io.prometheus.client.Gauge\x12.\n\x07\x63ounter\x18\x03 \x01(\x0b\x32\x1d.io.prometheus.client.Counter\x12.\n\x07summary\x18\x04 \x01(\x0b\x32\x1d.io.prometheus.client.Summary\x12.\n\x07untyped\x18\x05 \x01(\x0b\x32\x1d.io.prometheus.client.Untyped\x12\x32\n\thistogram\x18\x07 \x01(\x0b\x32\x1f.io.prometheus.client.Histogram\x12\x14\n\x0ctimestamp_ms\x18\x06 \x01(\x03\"\x88\x01\n\x0cMetricFamily\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04help\x18\x02 \x01(\t\x12.\n\x04type\x18\x03 \x01(\x0e\x32 .io.prometheus.client.MetricType\x12,\n\x06metric\x18\x04 \x03(\x0b\x32\x1c.io.prometheus.client.Metric*M\n\nMetricType\x12\x0b\n\x07\x43OUNTER\x10\x00\x12\t\n\x05GAUGE\x10\x01\x12\x0b\n\x07SUMMARY\x10\x02\x12\x0b\n\x07UNTYPED\x10\x03\x12\r\n\tHISTOGRAM\x10\x04\x42\x16\n\x14io.prometheus.client'
-        ),
-    )
-    _sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-    _METRICTYPE = _descriptor.EnumDescriptor(
-        name='MetricType',
-        full_name='io.prometheus.client.MetricType',
-        filename=None,
-        file=DESCRIPTOR,
-        values=[
-            _descriptor.EnumValueDescriptor(name='COUNTER', index=0, number=0, options=None, type=None),
-            _descriptor.EnumValueDescriptor(name='GAUGE', index=1, number=1, options=None, type=None),
-            _descriptor.EnumValueDescriptor(name='SUMMARY', index=2, number=2, options=None, type=None),
-            _descriptor.EnumValueDescriptor(name='UNTYPED', index=3, number=3, options=None, type=None),
-            _descriptor.EnumValueDescriptor(name='HISTOGRAM', index=4, number=4, options=None, type=None),
-        ],
-        containing_type=None,
-        options=None,
-        serialized_start=923,
-        serialized_end=1000,
-    )
-    _sym_db.RegisterEnumDescriptor(_METRICTYPE)
-
-    MetricType = enum_type_wrapper.EnumTypeWrapper(_METRICTYPE)
-    COUNTER = 0
-    GAUGE = 1
-    SUMMARY = 2
-    UNTYPED = 3
-    HISTOGRAM = 4
-
-    _LABELPAIR = _descriptor.Descriptor(
-        name='LabelPair',
-        full_name='io.prometheus.client.LabelPair',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='name',
-                full_name='io.prometheus.client.LabelPair.name',
-                index=0,
-                number=1,
-                type=9,
-                cpp_type=9,
-                label=1,
-                has_default_value=False,
-                default_value=_b("").decode('utf-8'),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='value',
-                full_name='io.prometheus.client.LabelPair.value',
-                index=1,
-                number=2,
-                type=9,
-                cpp_type=9,
-                label=1,
-                has_default_value=False,
-                default_value=_b("").decode('utf-8'),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=39,
-        serialized_end=79,
-    )
-
-    _GAUGE = _descriptor.Descriptor(
-        name='Gauge',
-        full_name='io.prometheus.client.Gauge',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='value',
-                full_name='io.prometheus.client.Gauge.value',
-                index=0,
-                number=1,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            )
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=81,
-        serialized_end=103,
-    )
-
-    _COUNTER = _descriptor.Descriptor(
-        name='Counter',
-        full_name='io.prometheus.client.Counter',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='value',
-                full_name='io.prometheus.client.Counter.value',
-                index=0,
-                number=1,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            )
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=105,
-        serialized_end=129,
-    )
-
-    _QUANTILE = _descriptor.Descriptor(
-        name='Quantile',
-        full_name='io.prometheus.client.Quantile',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='quantile',
-                full_name='io.prometheus.client.Quantile.quantile',
-                index=0,
-                number=1,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='value',
-                full_name='io.prometheus.client.Quantile.value',
-                index=1,
-                number=2,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=131,
-        serialized_end=174,
-    )
-
-    _SUMMARY = _descriptor.Descriptor(
-        name='Summary',
-        full_name='io.prometheus.client.Summary',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='sample_count',
-                full_name='io.prometheus.client.Summary.sample_count',
-                index=0,
-                number=1,
-                type=4,
-                cpp_type=4,
-                label=1,
-                has_default_value=False,
-                default_value=0,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='sample_sum',
-                full_name='io.prometheus.client.Summary.sample_sum',
-                index=1,
-                number=2,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='quantile',
-                full_name='io.prometheus.client.Summary.quantile',
-                index=2,
-                number=3,
-                type=11,
-                cpp_type=10,
-                label=3,
-                has_default_value=False,
-                default_value=[],
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=176,
-        serialized_end=277,
-    )
-
-    _UNTYPED = _descriptor.Descriptor(
-        name='Untyped',
-        full_name='io.prometheus.client.Untyped',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='value',
-                full_name='io.prometheus.client.Untyped.value',
-                index=0,
-                number=1,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            )
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=279,
-        serialized_end=303,
-    )
-
-    _HISTOGRAM = _descriptor.Descriptor(
-        name='Histogram',
-        full_name='io.prometheus.client.Histogram',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='sample_count',
-                full_name='io.prometheus.client.Histogram.sample_count',
-                index=0,
-                number=1,
-                type=4,
-                cpp_type=4,
-                label=1,
-                has_default_value=False,
-                default_value=0,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='sample_sum',
-                full_name='io.prometheus.client.Histogram.sample_sum',
-                index=1,
-                number=2,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='bucket',
-                full_name='io.prometheus.client.Histogram.bucket',
-                index=2,
-                number=3,
-                type=11,
-                cpp_type=10,
-                label=3,
-                has_default_value=False,
-                default_value=[],
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=305,
-        serialized_end=404,
-    )
-
-    _BUCKET = _descriptor.Descriptor(
-        name='Bucket',
-        full_name='io.prometheus.client.Bucket',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='cumulative_count',
-                full_name='io.prometheus.client.Bucket.cumulative_count',
-                index=0,
-                number=1,
-                type=4,
-                cpp_type=4,
-                label=1,
-                has_default_value=False,
-                default_value=0,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='upper_bound',
-                full_name='io.prometheus.client.Bucket.upper_bound',
-                index=1,
-                number=2,
-                type=1,
-                cpp_type=5,
-                label=1,
-                has_default_value=False,
-                default_value=float(0),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=406,
-        serialized_end=461,
-    )
-
-    _METRIC = _descriptor.Descriptor(
-        name='Metric',
-        full_name='io.prometheus.client.Metric',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='label',
-                full_name='io.prometheus.client.Metric.label',
-                index=0,
-                number=1,
-                type=11,
-                cpp_type=10,
-                label=3,
-                has_default_value=False,
-                default_value=[],
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='gauge',
-                full_name='io.prometheus.client.Metric.gauge',
-                index=1,
-                number=2,
-                type=11,
-                cpp_type=10,
-                label=1,
-                has_default_value=False,
-                default_value=None,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='counter',
-                full_name='io.prometheus.client.Metric.counter',
-                index=2,
-                number=3,
-                type=11,
-                cpp_type=10,
-                label=1,
-                has_default_value=False,
-                default_value=None,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='summary',
-                full_name='io.prometheus.client.Metric.summary',
-                index=3,
-                number=4,
-                type=11,
-                cpp_type=10,
-                label=1,
-                has_default_value=False,
-                default_value=None,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='untyped',
-                full_name='io.prometheus.client.Metric.untyped',
-                index=4,
-                number=5,
-                type=11,
-                cpp_type=10,
-                label=1,
-                has_default_value=False,
-                default_value=None,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='histogram',
-                full_name='io.prometheus.client.Metric.histogram',
-                index=5,
-                number=7,
-                type=11,
-                cpp_type=10,
-                label=1,
-                has_default_value=False,
-                default_value=None,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='timestamp_ms',
-                full_name='io.prometheus.client.Metric.timestamp_ms',
-                index=6,
-                number=6,
-                type=3,
-                cpp_type=2,
-                label=1,
-                has_default_value=False,
-                default_value=0,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=464,
-        serialized_end=782,
-    )
-
-    _METRICFAMILY = _descriptor.Descriptor(
-        name='MetricFamily',
-        full_name='io.prometheus.client.MetricFamily',
-        filename=None,
-        file=DESCRIPTOR,
-        containing_type=None,
-        fields=[
-            _descriptor.FieldDescriptor(
-                name='name',
-                full_name='io.prometheus.client.MetricFamily.name',
-                index=0,
-                number=1,
-                type=9,
-                cpp_type=9,
-                label=1,
-                has_default_value=False,
-                default_value=_b("").decode('utf-8'),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='help',
-                full_name='io.prometheus.client.MetricFamily.help',
-                index=1,
-                number=2,
-                type=9,
-                cpp_type=9,
-                label=1,
-                has_default_value=False,
-                default_value=_b("").decode('utf-8'),
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='type',
-                full_name='io.prometheus.client.MetricFamily.type',
-                index=2,
-                number=3,
-                type=14,
-                cpp_type=8,
-                label=1,
-                has_default_value=False,
-                default_value=0,
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-            _descriptor.FieldDescriptor(
-                name='metric',
-                full_name='io.prometheus.client.MetricFamily.metric',
-                index=3,
-                number=4,
-                type=11,
-                cpp_type=10,
-                label=3,
-                has_default_value=False,
-                default_value=[],
-                message_type=None,
-                enum_type=None,
-                containing_type=None,
-                is_extension=False,
-                extension_scope=None,
-                options=None,
-            ),
-        ],
-        extensions=[],
-        nested_types=[],
-        enum_types=[],
-        options=None,
-        is_extendable=False,
-        syntax='proto2',
-        extension_ranges=[],
-        oneofs=[],
-        serialized_start=785,
-        serialized_end=921,
-    )
-
-    _SUMMARY.fields_by_name['quantile'].message_type = _QUANTILE
-    _HISTOGRAM.fields_by_name['bucket'].message_type = _BUCKET
-    _METRIC.fields_by_name['label'].message_type = _LABELPAIR
-    _METRIC.fields_by_name['gauge'].message_type = _GAUGE
-    _METRIC.fields_by_name['counter'].message_type = _COUNTER
-    _METRIC.fields_by_name['summary'].message_type = _SUMMARY
-    _METRIC.fields_by_name['untyped'].message_type = _UNTYPED
-    _METRIC.fields_by_name['histogram'].message_type = _HISTOGRAM
-    _METRICFAMILY.fields_by_name['type'].enum_type = _METRICTYPE
-    _METRICFAMILY.fields_by_name['metric'].message_type = _METRIC
-    DESCRIPTOR.message_types_by_name['LabelPair'] = _LABELPAIR
-    DESCRIPTOR.message_types_by_name['Gauge'] = _GAUGE
-    DESCRIPTOR.message_types_by_name['Counter'] = _COUNTER
-    DESCRIPTOR.message_types_by_name['Quantile'] = _QUANTILE
-    DESCRIPTOR.message_types_by_name['Summary'] = _SUMMARY
-    DESCRIPTOR.message_types_by_name['Untyped'] = _UNTYPED
-    DESCRIPTOR.message_types_by_name['Histogram'] = _HISTOGRAM
-    DESCRIPTOR.message_types_by_name['Bucket'] = _BUCKET
-    DESCRIPTOR.message_types_by_name['Metric'] = _METRIC
-    DESCRIPTOR.message_types_by_name['MetricFamily'] = _METRICFAMILY
-    DESCRIPTOR.enum_types_by_name['MetricType'] = _METRICTYPE
-
-    LabelPair = _reflection.GeneratedProtocolMessageType(
-        'LabelPair',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_LABELPAIR,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.LabelPair)
-        ),
-    )
-    _sym_db.RegisterMessage(LabelPair)
-
-    Gauge = _reflection.GeneratedProtocolMessageType(
-        'Gauge',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_GAUGE,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Gauge)
-        ),
-    )
-    _sym_db.RegisterMessage(Gauge)
-
-    Counter = _reflection.GeneratedProtocolMessageType(
-        'Counter',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_COUNTER,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Counter)
-        ),
-    )
-    _sym_db.RegisterMessage(Counter)
-
-    Quantile = _reflection.GeneratedProtocolMessageType(
-        'Quantile',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_QUANTILE,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Quantile)
-        ),
-    )
-    _sym_db.RegisterMessage(Quantile)
-
-    Summary = _reflection.GeneratedProtocolMessageType(
-        'Summary',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_SUMMARY,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Summary)
-        ),
-    )
-    _sym_db.RegisterMessage(Summary)
-
-    Untyped = _reflection.GeneratedProtocolMessageType(
-        'Untyped',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_UNTYPED,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Untyped)
-        ),
-    )
-    _sym_db.RegisterMessage(Untyped)
-
-    Histogram = _reflection.GeneratedProtocolMessageType(
-        'Histogram',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_HISTOGRAM,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Histogram)
-        ),
-    )
-    _sym_db.RegisterMessage(Histogram)
-
-    Bucket = _reflection.GeneratedProtocolMessageType(
-        'Bucket',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_BUCKET,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Bucket)
-        ),
-    )
-    _sym_db.RegisterMessage(Bucket)
-
-    Metric = _reflection.GeneratedProtocolMessageType(
-        'Metric',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_METRIC,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.Metric)
-        ),
-    )
-    _sym_db.RegisterMessage(Metric)
-
-    MetricFamily = _reflection.GeneratedProtocolMessageType(
-        'MetricFamily',
-        (_message.Message,),
-        dict(
-            DESCRIPTOR=_METRICFAMILY,
-            __module__='metrics_pb2',
-            # @@protoc_insertion_point(class_scope:io.prometheus.client.MetricFamily)
-        ),
-    )
-    _sym_db.RegisterMessage(MetricFamily)
-
-    DESCRIPTOR.has_options = True
-    DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b('\n\024io.prometheus.client'))
-    # @@protoc_insertion_point(module_scope)
+# Protobuf Python Version: 4.25.1
+# https://github.com/prometheus/client_model/blob/086fe7ca28bde6cec2acd5223423c1475a362858/metrics.proto#L76-%20%20L81
+
+"""Generated protocol buffer code."""
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+from google.protobuf.internal import builder as _builder
+
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
+    b'\n\rmetrics.proto\x12\x14io.prometheus.client\"(\n\tLabelPair\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"\x16\n\x05Gauge\x12\r\n\x05value\x18\x01 \x01(\x01\"\x18\n\x07\x43ounter\x12\r\n\x05value\x18\x01 \x01(\x01\"+\n\x08Quantile\x12\x10\n\x08quantile\x18\x01 \x01(\x01\x12\r\n\x05value\x18\x02 \x01(\x01\"e\n\x07Summary\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12\x30\n\x08quantile\x18\x03 \x03(\x0b\x32\x1e.io.prometheus.client.Quantile\"\x18\n\x07Untyped\x12\r\n\x05value\x18\x01 \x01(\x01\"c\n\tHistogram\x12\x14\n\x0csample_count\x18\x01 \x01(\x04\x12\x12\n\nsample_sum\x18\x02 \x01(\x01\x12,\n\x06\x62ucket\x18\x03 \x03(\x0b\x32\x1c.io.prometheus.client.Bucket\"7\n\x06\x42ucket\x12\x18\n\x10\x63umulative_count\x18\x01 \x01(\x04\x12\x13\n\x0bupper_bound\x18\x02 \x01(\x01\"\xbe\x02\n\x06Metric\x12.\n\x05label\x18\x01 \x03(\x0b\x32\x1f.io.prometheus.client.LabelPair\x12*\n\x05gauge\x18\x02 \x01(\x0b\x32\x1b.io.prometheus.client.Gauge\x12.\n\x07\x63ounter\x18\x03 \x01(\x0b\x32\x1d.io.prometheus.client.Counter\x12.\n\x07summary\x18\x04 \x01(\x0b\x32\x1d.io.prometheus.client.Summary\x12.\n\x07untyped\x18\x05 \x01(\x0b\x32\x1d.io.prometheus.client.Untyped\x12\x32\n\thistogram\x18\x07 \x01(\x0b\x32\x1f.io.prometheus.client.Histogram\x12\x14\n\x0ctimestamp_ms\x18\x06 \x01(\x03\"\x88\x01\n\x0cMetricFamily\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04help\x18\x02 \x01(\t\x12.\n\x04type\x18\x03 \x01(\x0e\x32 .io.prometheus.client.MetricType\x12,\n\x06metric\x18\x04 \x03(\x0b\x32\x1c.io.prometheus.client.Metric*M\n\nMetricType\x12\x0b\n\x07\x43OUNTER\x10\x00\x12\t\n\x05GAUGE\x10\x01\x12\x0b\n\x07SUMMARY\x10\x02\x12\x0b\n\x07UNTYPED\x10\x03\x12\r\n\tHISTOGRAM\x10\x04\x42\x16\n\x14io.prometheus.client'
+)
+
+_globals = globals()
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'metrics_pb2', _globals)
+if _descriptor._USE_C_DESCRIPTORS == False:
+    _globals['DESCRIPTOR']._options = None
+    _globals['DESCRIPTOR']._serialized_options = b'\n\024io.prometheus.client'
+    _globals['_METRICTYPE']._serialized_start = 923
+    _globals['_METRICTYPE']._serialized_end = 1000
+    _globals['_LABELPAIR']._serialized_start = 39
+    _globals['_LABELPAIR']._serialized_end = 79
+    _globals['_GAUGE']._serialized_start = 81
+    _globals['_GAUGE']._serialized_end = 103
+    _globals['_COUNTER']._serialized_start = 105
+    _globals['_COUNTER']._serialized_end = 129
+    _globals['_QUANTILE']._serialized_start = 131
+    _globals['_QUANTILE']._serialized_end = 174
+    _globals['_SUMMARY']._serialized_start = 176
+    _globals['_SUMMARY']._serialized_end = 277
+    _globals['_UNTYPED']._serialized_start = 279
+    _globals['_UNTYPED']._serialized_end = 303
+    _globals['_HISTOGRAM']._serialized_start = 305
+    _globals['_HISTOGRAM']._serialized_end = 404
+    _globals['_BUCKET']._serialized_start = 406
+    _globals['_BUCKET']._serialized_end = 461
+    _globals['_METRIC']._serialized_start = 464
+    _globals['_METRIC']._serialized_end = 782
+    _globals['_METRICFAMILY']._serialized_start = 785
+    _globals['_METRICFAMILY']._serialized_end = 921
+# @@protoc_insertion_point(module_scope)
diff --git a/datadog_checks_base/datadog_checks/base/utils/subprocess_output.py b/datadog_checks_base/datadog_checks/base/utils/subprocess_output.py
index e3664efdf466b..8d827c60a18b6 100644
--- a/datadog_checks_base/datadog_checks/base/utils/subprocess_output.py
+++ b/datadog_checks_base/datadog_checks/base/utils/subprocess_output.py
@@ -3,8 +3,6 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import logging
 
-from six import string_types
-
 from .. import ensure_unicode
 
 try:
@@ -42,7 +40,7 @@ def get_subprocess_output(command, log, raise_on_empty_output=True, log_debug=Tr
     """
 
     cmd_args = []
-    if isinstance(command, string_types):
+    if isinstance(command, str):
         for arg in command.split():
             cmd_args.append(arg)
     elif hasattr(type(command), '__iter__'):
diff --git a/datadog_checks_base/datadog_checks/base/utils/time.py b/datadog_checks_base/datadog_checks/base/utils/time.py
index 81e607b15d4bd..1f77907e8ca56 100644
--- a/datadog_checks_base/datadog_checks/base/utils/time.py
+++ b/datadog_checks_base/datadog_checks/base/utils/time.py
@@ -8,23 +8,10 @@
 from time import time as epoch_offset
 
 from dateutil.tz import UTC
-from six import PY3
-
-from .platform import Platform
 
 EPOCH = datetime.fromtimestamp(0, UTC)
 
-
-if PY3:
-    # use higher precision clock available in Python3
-    time_func = time.perf_counter
-elif Platform.is_win32():
-    # for tiny time deltas, time.time on Windows reports the same value
-    # of the clock more than once, causing the computation of response_time
-    # to be often 0; let's use time.clock that is more precise.
-    time_func = time.clock
-else:
-    time_func = epoch_offset
+time_func = time.perf_counter
 
 
 def get_precise_time():
@@ -41,12 +28,9 @@ def get_timestamp(dt=None):
     If `dt` is not specified or `None`, the current time in UTC is assumed.
     """
     if dt is None:
-        # The precision is different between Python 2 and 3
         return epoch_offset()
 
-    # TODO: when we drop support for Python 2 switch to:
-    # return ensure_aware_datetime(dt).timestamp()
-    return (ensure_aware_datetime(dt) - EPOCH).total_seconds()
+    return ensure_aware_datetime(dt).timestamp()
 
 
 def get_current_datetime(tz=UTC):
diff --git a/datadog_checks_base/datadog_checks/base/utils/tls.py b/datadog_checks_base/datadog_checks/base/utils/tls.py
index 0e42b30a87e57..0fb43c028a112 100644
--- a/datadog_checks_base/datadog_checks/base/utils/tls.py
+++ b/datadog_checks_base/datadog_checks/base/utils/tls.py
@@ -7,8 +7,6 @@
 from copy import deepcopy
 from typing import TYPE_CHECKING, Any, AnyStr, Dict  # noqa: F401
 
-from six import iteritems
-
 from ..config import is_affirmative
 
 if TYPE_CHECKING:
@@ -30,6 +28,7 @@
     'tls_private_key': None,
     'tls_private_key_password': None,
     'tls_validate_hostname': True,
+    'tls_ciphers': 'ALL',
 }
 
 
@@ -44,12 +43,12 @@ def __init__(self, instance, remapper=None, overrides=None):
         instance = deepcopy(instance)
 
         if overrides:
-            for overridden_field, data in iteritems(overrides):
+            for overridden_field, data in overrides.items():
                 if instance.get(overridden_field):
                     instance[overridden_field] = data
 
         # Populate with the default values
-        config = {field: instance.get(field, value) for field, value in iteritems(default_fields)}
+        config = {field: instance.get(field, value) for field, value in default_fields.items()}
         for field in STANDARD_FIELDS:
             unique_name = UNIQUE_FIELD_PREFIX + field
             if unique_name in instance:
@@ -58,7 +57,7 @@ def __init__(self, instance, remapper=None, overrides=None):
         if remapper is None:
             remapper = {}
 
-        for remapped_field, data in iteritems(remapper):
+        for remapped_field, data in remapper.items():
             field = data.get('name')
 
             if field.startswith(UNIQUE_FIELD_PREFIX):
@@ -117,6 +116,15 @@ def _create_tls_context(self):
         else:
             context.check_hostname = False
 
+        ciphers = self.config.get('tls_ciphers')
+        if ciphers:
+            if 'ALL' in ciphers:
+                updated_ciphers = "ALL"
+            else:
+                updated_ciphers = ":".join(ciphers)
+
+            context.set_ciphers(updated_ciphers)
+
         # https://docs.python.org/3/library/ssl.html#ssl.SSLContext.load_verify_locations
         # https://docs.python.org/3/library/ssl.html#ssl.SSLContext.load_default_certs
         ca_cert = self.config['tls_ca_cert']
diff --git a/datadog_checks_base/datadog_checks/base/utils/tracing.py b/datadog_checks_base/datadog_checks/base/utils/tracing.py
index 151ae59112297..36ee2b28d9f2a 100644
--- a/datadog_checks_base/datadog_checks/base/utils/tracing.py
+++ b/datadog_checks_base/datadog_checks/base/utils/tracing.py
@@ -5,8 +5,6 @@
 import inspect
 import os
 
-from six import PY2, PY3
-
 from datadog_checks.base.agent import datadog_agent
 
 from ..config import is_affirmative
@@ -39,7 +37,7 @@ def _get_integration_name(function_name, self, *args, **kwargs):
 
 
 def tracing_method(f, tracer):
-    if (PY2 and 'self' in inspect.getargspec(f).args) or (PY3 and inspect.signature(f).parameters.get('self')):
+    if inspect.signature(f).parameters.get('self'):
 
         @functools.wraps(f)
         def wrapper(self, *args, **kwargs):
diff --git a/datadog_checks_base/pyproject.toml b/datadog_checks_base/pyproject.toml
index b4b2d74bcd2d1..8ff7f6bd6ce2c 100644
--- a/datadog_checks_base/pyproject.toml
+++ b/datadog_checks_base/pyproject.toml
@@ -34,7 +34,7 @@ db = [
     "mmh3==4.1.0",
 ]
 deps = [
-    "binary==1.0.0",
+    "binary==1.0.1",
     "cachetools==5.5.0",
     "cryptography==43.0.1",
     "ddtrace==2.10.6",
@@ -50,7 +50,6 @@ deps = [
     "requests-unixsocket2==0.4.2",
     "requests==2.32.3",
     "simplejson==3.19.3",
-    "six==1.16.0",
     "uptime==3.0.1",
     "wrapt==1.16.0",
 ]
diff --git a/datadog_checks_base/tests/base/checks/logs/crawler/test_base.py b/datadog_checks_base/tests/base/checks/logs/crawler/test_base.py
index 504cdeb906b38..4f637472a354e 100644
--- a/datadog_checks_base/tests/base/checks/logs/crawler/test_base.py
+++ b/datadog_checks_base/tests/base/checks/logs/crawler/test_base.py
@@ -1,12 +1,11 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.checks.logs.crawler.base import LogCrawlerCheck
+from datadog_checks.base.checks.logs.crawler.stream import LogRecord, LogStream
 
 
-# TODO: Remove lazy imports and `.format` calls when we drop support for Python 2
 def test_submission(dd_run_check, datadog_agent):
-    from datadog_checks.base.checks.logs.crawler.base import LogCrawlerCheck
-    from datadog_checks.base.checks.logs.crawler.stream import LogRecord, LogStream
 
     class TestLogStream(LogStream):
         def __init__(self, start, **kwargs):
@@ -17,11 +16,11 @@ def __init__(self, start, **kwargs):
         def records(self, cursor=None):
             start = cursor['counter'] + 1 if cursor is not None else self.start
             for i in range(start, start + 2):
-                message = '{} {}'.format(self.name, i)
+                message = f'{self.name} {i}'
                 data = (
                     {'message': message}
                     if i % 2 == 0
-                    else {'message': message, 'ddtags': self.construct_tags(['{}:tag{}'.format(self.name, i)])}
+                    else {'message': message, 'ddtags': self.construct_tags([f'{self.name}:tag{i}'])}
                 )
                 yield LogRecord(data, cursor={'counter': i})
 
diff --git a/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/test_openmetrics.py b/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/test_openmetrics.py
index 4c848fb5e9d2e..17341a0fce77b 100644
--- a/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/test_openmetrics.py
+++ b/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/test_openmetrics.py
@@ -17,7 +17,6 @@
 from mock import patch
 from prometheus_client.core import CounterMetricFamily, GaugeMetricFamily, HistogramMetricFamily, SummaryMetricFamily
 from prometheus_client.samples import Sample
-from six import iteritems
 
 from datadog_checks.base import ensure_bytes
 from datadog_checks.checks.openmetrics import OpenMetricsBaseCheck
@@ -2454,7 +2453,7 @@ def test_label_join_state_change(aggregator, mocked_prometheus_check, mocked_pro
 
     # check that 15 pods are in phase:Running
     assert 15 == len(mocked_prometheus_scraper_config['_label_mapping']['pod'])
-    for _, tags in iteritems(mocked_prometheus_scraper_config['_label_mapping']['pod']):
+    for _, tags in mocked_prometheus_scraper_config['_label_mapping']['pod'].items():
         assert tags.get('phase') == 'Running'
 
     text_data = mock_get.replace(
diff --git a/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/utils.py b/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/utils.py
index c8cc73aaa6169..075431384e465 100644
--- a/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/utils.py
+++ b/datadog_checks_base/tests/base/checks/openmetrics/test_legacy/utils.py
@@ -2,17 +2,12 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 from datadog_checks.base import OpenMetricsBaseCheckV2
+from datadog_checks.base.checks.openmetrics.v2.scraper import OpenMetricsCompatibilityScraper
 
-# TODO: remove `try` when we drop Python 2
-try:
-    from datadog_checks.base.checks.openmetrics.v2.scraper import OpenMetricsCompatibilityScraper
 
-    class LegacyCheck(OpenMetricsBaseCheckV2):
-        def create_scraper(self, config):
-            return OpenMetricsCompatibilityScraper(self, self.get_config_with_defaults(config))
-
-except Exception:
-    pass
+class LegacyCheck(OpenMetricsBaseCheckV2):
+    def create_scraper(self, config):
+        return OpenMetricsCompatibilityScraper(self, self.get_config_with_defaults(config))
 
 
 def get_legacy_check(instance=None, init_config=None):
diff --git a/datadog_checks_base/tests/base/checks/prometheus/test_prometheus.py b/datadog_checks_base/tests/base/checks/prometheus/test_prometheus.py
index 5634e0e27cf0a..a3a997aaf1b75 100644
--- a/datadog_checks_base/tests/base/checks/prometheus/test_prometheus.py
+++ b/datadog_checks_base/tests/base/checks/prometheus/test_prometheus.py
@@ -10,8 +10,6 @@
 import mock
 import pytest
 import requests
-from six import iteritems, iterkeys
-from six.moves import range
 
 from datadog_checks.checks.prometheus import PrometheusCheck, UnknownFormatError
 from datadog_checks.utils.prometheus import metrics_pb2, parse_metric_family
@@ -242,11 +240,11 @@ def test_parse_metric_family_text(text_data, mocked_prometheus_check):
         _h = _histo.metric.add()
         _h.histogram.sample_count = _data['ct']
         _h.histogram.sample_sum = _data['sum']
-        for k, v in list(iteritems(_data['lbl'])):
+        for k, v in _data['lbl'].items():
             _lh = _h.label.add()
             _lh.name = k
             _lh.value = v
-        for _b in sorted(iterkeys(_data['buckets'])):
+        for _b in sorted(_data['buckets']):
             _subh = _h.histogram.bucket.add()
             _subh.upper_bound = _b
             _subh.cumulative_count = _data['buckets'][_b]
diff --git a/datadog_checks_base/tests/base/checks/test_agent_check.py b/datadog_checks_base/tests/base/checks/test_agent_check.py
index aa478ceca3e17..931d4dab9315d 100644
--- a/datadog_checks_base/tests/base/checks/test_agent_check.py
+++ b/datadog_checks_base/tests/base/checks/test_agent_check.py
@@ -5,15 +5,17 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import json
 import logging
+import os
 from typing import Any  # noqa: F401
 
 import mock
 import pytest
-from six import PY3
 
 from datadog_checks.base import AgentCheck, to_native_string
 from datadog_checks.base import __version__ as base_package_version
 
+from .utils import BaseModelTest
+
 
 def test_instance():
     """
@@ -668,11 +670,7 @@ def test_bytes_string(self):
 
         assert normalized_tags is not tags
 
-        if PY3:
-            assert normalized_tag == tag.decode('utf-8')
-        else:
-            # Ensure no new allocation occurs
-            assert normalized_tag is tag
+        assert normalized_tag == tag.decode('utf-8')
 
     def test_unicode_string(self):
         check = AgentCheck()
@@ -683,12 +681,7 @@ def test_unicode_string(self):
         normalized_tag = normalized_tags[0]
 
         assert normalized_tags is not tags
-
-        if PY3:
-            # Ensure no new allocation occurs
-            assert normalized_tag is tag
-        else:
-            assert normalized_tag == tag.encode('utf-8')
+        assert normalized_tag is tag
 
     def test_unicode_device_name(self):
         check = AgentCheck()
@@ -698,7 +691,7 @@ def test_unicode_device_name(self):
         normalized_tags = check._normalize_tags_type(tags, device_name)
         normalized_device_tag = normalized_tags[0]
 
-        assert isinstance(normalized_device_tag, str if PY3 else bytes)
+        assert isinstance(normalized_device_tag, str)
 
     def test_duplicated_device_name(self):
         check = AgentCheck()
@@ -731,11 +724,7 @@ def test_external_hostname(self, datadog_agent):
         external_host_tags = [(u'hostnam\xe9', {'src_name': ['key1:val1']})]
         check.set_external_tags(external_host_tags)
 
-        if PY3:
-            datadog_agent.assert_external_tags(u'hostnam\xe9', {'src_name': ['key1:val1']})
-        else:
-            datadog_agent.assert_external_tags('hostnam\xc3\xa9', {'src_name': ['key1:val1']})
-
+        datadog_agent.assert_external_tags(u'hostnam\xe9', {'src_name': ['key1:val1']})
         datadog_agent.assert_external_tags_count(1)
 
     @pytest.mark.parametrize(
@@ -1098,17 +1087,6 @@ def test_load_configuration_models(dd_run_check, mocker):
     assert check._config_model_shared is shared_config
 
 
-if PY3:
-
-    from .utils import BaseModelTest
-
-else:
-
-    class BaseModelTest:
-        def __init__(self, **kwargs):
-            pass
-
-
 @pytest.mark.parametrize(
     "check_instance_config, default_instance_config, log_lines, unknown_options",
     [
@@ -1316,3 +1294,19 @@ def test_detect_typos_configuration_models(
         assert "Detected potential typo in configuration option" not in caplog.text
 
     assert typos == set(unknown_options)
+
+
+def test_env_var_logic_default():
+    with mock.patch.dict('os.environ', {'GOFIPS': '0'}):
+        AgentCheck()
+        assert os.getenv('OPENSSL_CONF', None) is None
+        assert os.getenv('OPENSSL_MODULES', None) is None
+
+
+def test_env_var_logic_preset():
+    preset_conf = 'path/to/openssl.cnf'
+    preset_modules = 'path/to/ossl-modules'
+    with mock.patch.dict('os.environ', {'GOFIPS': '1', 'OPENSSL_CONF': preset_conf, 'OPENSSL_MODULES': preset_modules}):
+        AgentCheck()
+        assert os.getenv('OPENSSL_CONF', None) == preset_conf
+        assert os.getenv('OPENSSL_MODULES', None) == preset_modules
diff --git a/datadog_checks_base/tests/base/checks/test_kube_leader.py b/datadog_checks_base/tests/base/checks/test_kube_leader.py
index aa59b2265a167..bc7c51195149b 100644
--- a/datadog_checks_base/tests/base/checks/test_kube_leader.py
+++ b/datadog_checks_base/tests/base/checks/test_kube_leader.py
@@ -10,7 +10,6 @@
 from kubernetes.client.models.v1_lease import V1Lease
 from kubernetes.client.models.v1_lease_spec import V1LeaseSpec
 from kubernetes.config.dateutil import format_rfc3339
-from six import iteritems, string_types
 
 from datadog_checks.base import AgentCheck, KubeLeaderElectionBaseCheck
 from datadog_checks.base.checks.kube_leader import ElectionRecordAnnotation, ElectionRecordLease
@@ -86,7 +85,7 @@ def mock_read_configmap():
 
 def make_record(holder=None, duration=None, transitions=None, acquire=None, renew=None):
     def format_time(date_time):
-        if isinstance(date_time, string_types):
+        if isinstance(date_time, str):
             return date_time
         return format_rfc3339(date_time)
 
@@ -170,7 +169,7 @@ def test_validation(self):
             ): "Invalid record: bad format for acquireTime field",
         }
 
-        for raw, expected_reason in iteritems(cases):
+        for raw, expected_reason in cases.items():
             valid, reason = ElectionRecordAnnotation("endpoints", raw).validate()
             assert reason == expected_reason
             if expected_reason is None:
diff --git a/datadog_checks_base/tests/base/test_ddyaml.py b/datadog_checks_base/tests/base/test_ddyaml.py
index 14e7ede8db84d..08039557da563 100644
--- a/datadog_checks_base/tests/base/test_ddyaml.py
+++ b/datadog_checks_base/tests/base/test_ddyaml.py
@@ -59,8 +59,8 @@ def test_load():
 
         yaml_config_safe = list(safe_yaml_load_all(stream))
         yaml_config_native = list(yaml.load_all(stream))
-        assert yaml_config_safe is not []
-        assert yaml_config_native is not []
+        assert yaml_config_safe != []
+        assert yaml_config_native != []
         assert len(yaml_config_safe) == len(yaml_config_native)
         for safe, native in zip(yaml_config_safe, yaml_config_native):
             assert safe == native
diff --git a/datadog_checks_base/tests/base/utils/db/test_db_statements.py b/datadog_checks_base/tests/base/utils/db/test_db_statements.py
index 53dfb05845545..00dc3fc5f2c5a 100644
--- a/datadog_checks_base/tests/base/utils/db/test_db_statements.py
+++ b/datadog_checks_base/tests/base/utils/db/test_db_statements.py
@@ -277,7 +277,8 @@ def test_compute_derivative_rows_mem_usage(self):
         Make sure we minimize the temporary objects created when computing the derivative
         This test is skipped if tracemalloc is not available
         '''
-        MEMORY_USAGE_THRESHOLD = 7 * 1024 * 1024  # 7 MB
+        # The memory usage threshold takes tracing overhead into account
+        MEMORY_USAGE_THRESHOLD = 8 * 1024 * 1024  # 8 MB
 
         try:
             import tracemalloc
diff --git a/datadog_checks_base/tests/base/utils/db/test_util.py b/datadog_checks_base/tests/base/utils/db/test_util.py
index 88f3a6dbb174c..9972772854790 100644
--- a/datadog_checks_base/tests/base/utils/db/test_util.py
+++ b/datadog_checks_base/tests/base/utils/db/test_util.py
@@ -39,6 +39,7 @@
         ("192.0.2.1", "greater-than-or-equal-to-64-characters-causes-unicode-error-----", "192.0.2.1"),
         ("192.0.2.1", "192.0.2.1", "192.0.2.1"),
         ("192.0.2.1", "192.0.2.254", "192.0.2.1"),
+        ("postgres.svc.local", "some-pod", "postgres.svc.local"),
     ],
 )
 def test_resolve_db_host(db_host, agent_hostname, want):
diff --git a/datadog_checks_base/tests/base/utils/http/test_authtoken.py b/datadog_checks_base/tests/base/utils/http/test_authtoken.py
index ff40fbcf3483b..f2d27fa033255 100644
--- a/datadog_checks_base/tests/base/utils/http/test_authtoken.py
+++ b/datadog_checks_base/tests/base/utils/http/test_authtoken.py
@@ -697,7 +697,6 @@ def test_refresh_after_connection_error(self):
                 write_file(token_file, '\nsecret1\n')
                 http.get('https://www.google.com')
 
-            # TODO: use nonlocal when we drop Python 2 support
             counter = {'errors': 0}
 
             def raise_error_once(*args, **kwargs):
diff --git a/datadog_checks_base/tests/base/utils/http/test_headers.py b/datadog_checks_base/tests/base/utils/http/test_headers.py
index d1d3ffa23fccf..030561e9993ec 100644
--- a/datadog_checks_base/tests/base/utils/http/test_headers.py
+++ b/datadog_checks_base/tests/base/utils/http/test_headers.py
@@ -5,7 +5,6 @@
 
 import mock
 import pytest
-from six import iteritems
 
 from datadog_checks.base.utils.headers import headers as agent_headers
 from datadog_checks.base.utils.http import RequestsWrapper
@@ -37,7 +36,7 @@ def test_config_headers():
     init_config = {}
     http = RequestsWrapper(instance, init_config)
 
-    assert list(iteritems(http.options['headers'])) == list(iteritems(headers))
+    assert list(http.options['headers'].items()) == list(headers.items())
 
 
 def test_config_headers_string_values():
@@ -56,7 +55,7 @@ def test_config_extra_headers():
 
     complete_headers = OrderedDict(DEFAULT_OPTIONS['headers'])
     complete_headers.update(headers)
-    assert list(iteritems(http.options['headers'])) == list(iteritems(complete_headers))
+    assert list(http.options['headers'].items()) == list(complete_headers.items())
 
 
 def test_config_extra_headers_string_values():
diff --git a/datadog_checks_base/tests/base/utils/http/test_proxy.py b/datadog_checks_base/tests/base/utils/http/test_proxy.py
index 1bca6cd460845..ff8251b82b11a 100644
--- a/datadog_checks_base/tests/base/utils/http/test_proxy.py
+++ b/datadog_checks_base/tests/base/utils/http/test_proxy.py
@@ -155,8 +155,6 @@ def test_no_proxy_uris_coverage():
 
     http.no_proxy_uris.__iter__ = lambda self, *args, **kwargs: iter([])
     http.no_proxy_uris.__bool__ = lambda self, *args, **kwargs: True
-    # TODO: Remove with Python 2
-    http.no_proxy_uris.__nonzero__ = lambda self, *args, **kwargs: True
 
     http.get('https://www.google.com')
 
diff --git a/datadog_checks_base/tests/base/utils/test_tls.py b/datadog_checks_base/tests/base/utils/test_tls.py
index a7214190ec2e4..26979b9d25b6a 100644
--- a/datadog_checks_base/tests/base/utils/test_tls.py
+++ b/datadog_checks_base/tests/base/utils/test_tls.py
@@ -299,6 +299,64 @@ def test_client_key_expanded_tls_verify_false(self):
             check.get_tls_context()
             mock_expand.assert_called_with('~/foo')
 
+    @pytest.mark.parametrize(
+        'instance,expected_ciphers',
+        [
+            pytest.param(
+                {'tls_verify': False},
+                'ALL',
+                id="Construct ciphers with no config",
+            ),
+            pytest.param(
+                {'tls_ciphers': ['TLS_RSA_WITH_SEED_CBC_SHA', 'TLS_SM4_GCM_SM3']},
+                'TLS_RSA_WITH_SEED_CBC_SHA:TLS_SM4_GCM_SM3',
+                id='Construct ciphers with specific ciphers',
+            ),
+            pytest.param(
+                {'tls_ciphers': ['ALL']},
+                'ALL',
+                id="Construct Ciphers with 'ALL' ciphers",
+            ),
+        ],
+    )
+    def test_cipher_construction(self, instance, expected_ciphers):
+        with patch.object(ssl.SSLContext, 'set_ciphers') as mock_set_ciphers:
+            check = AgentCheck('test', {}, [instance])
+            check.get_tls_context()
+            mock_set_ciphers.assert_called_once_with(expected_ciphers)
+
+    @pytest.mark.parametrize(
+        'instance,expected_ciphers',
+        [
+            pytest.param(
+                {'tls_verify': False},
+                'ALL',
+                id="No Ciphers, default to 'ALL'",
+            ),
+            pytest.param(
+                {'tls_ciphers': ['PSK-CAMELLIA128-SHA256', 'DHE-PSK-CAMELLIA128-SHA256']},
+                'PSK-CAMELLIA128-SHA256:DHE-PSK-CAMELLIA128-SHA256',
+                id='Add specific ciphers only',
+            ),
+            pytest.param(
+                {'tls_ciphers': ['ALL']},
+                'ALL',
+                id="'ALL' manually",
+            ),
+        ],
+    )
+    def test_ciphers(self, instance, expected_ciphers):
+        check = AgentCheck('test', {}, [instance])
+        context = check.get_tls_context()
+
+        expected_context = ssl.SSLContext(protocol=ssl.PROTOCOL_TLS_CLIENT)
+        expected_context.set_ciphers(expected_ciphers)
+
+        actual_ciphers = sorted(cipher['name'] for cipher in context.get_ciphers())
+        expected_ciphers_list = sorted(cipher['name'] for cipher in expected_context.get_ciphers())
+
+        assert actual_ciphers == expected_ciphers_list
+
 
 class TestTLSContextOverrides:
     def test_override_context(self):
diff --git a/datadog_checks_base/tests/models/test_interface.py b/datadog_checks_base/tests/models/test_interface.py
index 781dcf4e0aa14..274643b71b317 100644
--- a/datadog_checks_base/tests/models/test_interface.py
+++ b/datadog_checks_base/tests/models/test_interface.py
@@ -2,14 +2,10 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import pytest
-from six import PY3
 
 from datadog_checks.base import AgentCheck
 
-if PY3:
-    from .config_models import ConfigMixin
-else:
-    ConfigMixin = object
+from .config_models import ConfigMixin
 
 
 class Check(AgentCheck, ConfigMixin):
diff --git a/datadog_checks_base/tests/models/test_types.py b/datadog_checks_base/tests/models/test_types.py
index c0747072930c0..c37561d3564f0 100644
--- a/datadog_checks_base/tests/models/test_types.py
+++ b/datadog_checks_base/tests/models/test_types.py
@@ -1,13 +1,12 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
+from types import MappingProxyType
 
+from datadog_checks.base.utils.models.validation.utils import make_immutable
 
-def test_make_immutable():
-    # TODO: move imports up top when we drop Python 2
-    from types import MappingProxyType
 
-    from datadog_checks.base.utils.models.validation.utils import make_immutable
+def test_make_immutable():
 
     obj = make_immutable(
         {
diff --git a/datadog_checks_base/tests/stubs/test_aggregator_similar.py b/datadog_checks_base/tests/stubs/test_aggregator_similar.py
index 390b8c60a5c84..dede6f841c5b8 100644
--- a/datadog_checks_base/tests/stubs/test_aggregator_similar.py
+++ b/datadog_checks_base/tests/stubs/test_aggregator_similar.py
@@ -3,6 +3,8 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import difflib
 
+import pytest
+
 from datadog_checks.base import AgentCheck
 from datadog_checks.base.stubs import similar
 from datadog_checks.base.stubs.aggregator import AggregatorStub
@@ -24,6 +26,10 @@ def test_build_similar_elements_msg(self, aggregator):
         expected_msg = '''
     Expected:
         MetricStub(name='test.similar_metric', type=None, value=None, tags=None, hostname=None, device=None, flush_first_value=None)
+Difference to closest:
+        Expected name: test.similar_metric
+        Found test.most_similar_metric
+
 Similar submitted:
 Score   Most similar
 0.88    MetricStub(name='test.most_similar_metric', type=0, value=0.0, tags=[], hostname='', device=None, flush_first_value=False)
@@ -214,3 +220,33 @@ def test__build_similar_elements__histogram_buckets(self, aggregator):
         assert similar_histogram_bucket[3][1].name == 'histogram.bucket4'  # value/monotonic/tag match
         assert similar_histogram_bucket[4][1].name == 'histogram.bucket5'  # value/monotonic match
         assert similar_histogram_bucket[5][1].name == 'histogram.bucket0'  # no match
+
+    @pytest.mark.parametrize(
+        "expected, closest, diff",
+        [
+            pytest.param({'a': 1, 'b': 2}, {'a': 1, 'b': 3}, [('b', 2, 3)], id="different value in closest"),
+            pytest.param({'a': 1}, {'b': 3}, [('a', 1, None)], id="missing key in closest"),
+            pytest.param({'a': 1}, {'a': 1}, [], id="no difference"),
+            pytest.param({'a': 1}, {}, [('a', 1, None)], id="missing key in empty closest"),
+            pytest.param({}, {'a': 1}, [], id="empty expected and extra key in closest"),
+            pytest.param({}, {}, [], id="empty"),
+        ],
+    )
+    def test_dict_diff(self, expected, closest, diff):
+        assert similar.dict_diff(expected, closest) == diff
+
+    @pytest.mark.parametrize(
+        "expected, closest, diff",
+        [
+            pytest.param(
+                ['a:1', 'b:2'], ['a:1', 'c:2'], [('b', '2', None), ('c', None, '2')], id="missing tag and extra tag"
+            ),
+            pytest.param(['a:1', 'b:2'], ['a:2', 'b:2'], [('a', '1', '2')], id="different value in closest"),
+            pytest.param(['a:1'], ['a:1'], [], id="no difference"),
+            pytest.param([], [], [], id="empty lists"),
+            pytest.param(['a:1'], [], [("a", "1", None)], id="missing tag in empty closest"),
+            pytest.param([], ['a:1'], [("a", None, "1")], id="empty expected extra tag in closest"),
+        ],
+    )
+    def test_tags_diff(self, expected, closest, diff):
+        assert similar.tags_diff(expected, closest) == diff
diff --git a/datadog_checks_base/tests/test_log.py b/datadog_checks_base/tests/test_log.py
index c2b9d9fddd187..fef735203a8b2 100644
--- a/datadog_checks_base/tests/test_log.py
+++ b/datadog_checks_base/tests/test_log.py
@@ -4,7 +4,6 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import logging
-import sys
 import warnings
 
 import mock
@@ -36,10 +35,7 @@ def test_logging_capture_warnings():
 
         warnings.warn("hello-world")  # noqa: B028
         assert log_warning.call_count == 1
-        # _showwarning provides only one parameter to Logger.warning on py3.11+ but two before
-        # See https://github.com/python/cpython/pull/30975
-        # TODO: remove when python 2 is dropped
-        warning_arg_index = 0 if sys.version_info >= (3, 11) else 1
+        warning_arg_index = 0
         msg = log_warning.mock_calls[0].args[warning_arg_index]
         assert "hello-world" in msg
 
diff --git a/datadog_checks_dependency_provider/CHANGELOG.md b/datadog_checks_dependency_provider/CHANGELOG.md
index 61709646cbe3f..aa80aab7abafa 100644
--- a/datadog_checks_dependency_provider/CHANGELOG.md
+++ b/datadog_checks_dependency_provider/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.4.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/datadog_checks_dependency_provider/changelog.d/18207.added b/datadog_checks_dependency_provider/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/datadog_checks_dependency_provider/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/datadog_checks_dependency_provider/changelog.d/18580.removed b/datadog_checks_dependency_provider/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/datadog_checks_dependency_provider/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/datadog_checks_dependency_provider/datadog_checks/datadog_checks_dependency_provider/__about__.py b/datadog_checks_dependency_provider/datadog_checks/datadog_checks_dependency_provider/__about__.py
index a16255352ee20..0791a0b0a54f2 100644
--- a/datadog_checks_dependency_provider/datadog_checks/datadog_checks_dependency_provider/__about__.py
+++ b/datadog_checks_dependency_provider/datadog_checks/datadog_checks_dependency_provider/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/datadog_checks_dev/CHANGELOG.md b/datadog_checks_dev/CHANGELOG.md
index 1dc53bebad6a7..dff95253f1adf 100644
--- a/datadog_checks_dev/CHANGELOG.md
+++ b/datadog_checks_dev/CHANGELOG.md
@@ -2,6 +2,34 @@
 
 <!-- towncrier release notes start -->
 
+## 34.1.0 / 2024-11-13
+
+***Added***:
+
+* Add MIT-0 license ([#18936](https://github.com/DataDog/integrations-core/pull/18936))
+
+***Fixed***:
+
+* fix author name not being normalized ([#18718](https://github.com/DataDog/integrations-core/pull/18718))
+
+## 34.0.0 / 2024-10-25
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+* add check_only template for publishing platform integrations ([#18596](https://github.com/DataDog/integrations-core/pull/18596))
+* Add ``capture`` parameter to ``docker_run`` to capture ``docker compose`` output. ([#18878](https://github.com/DataDog/integrations-core/pull/18878))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+* Fix ddev create bug where README file gets overwritten ([#18879](https://github.com/DataDog/integrations-core/pull/18879))
+* Fix jmx based integrations test failing due to a missing jvm metric ([#18914](https://github.com/DataDog/integrations-core/pull/18914))
+
 ## 33.1.0 / 2024-08-15
 
 ***Added***:
diff --git a/datadog_checks_dev/changelog.d/18207.added b/datadog_checks_dev/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/datadog_checks_dev/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/datadog_checks_dev/changelog.d/18580.removed b/datadog_checks_dev/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/datadog_checks_dev/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/datadog_checks_dev/changelog.d/18596.added b/datadog_checks_dev/changelog.d/18596.added
deleted file mode 100644
index c74b3de8f0b44..0000000000000
--- a/datadog_checks_dev/changelog.d/18596.added
+++ /dev/null
@@ -1 +0,0 @@
-add check_only template for publishing platform integrations
diff --git a/datadog_checks_dev/changelog.d/18617.fixed b/datadog_checks_dev/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/datadog_checks_dev/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/datadog_checks_dev/datadog_checks/dev/__about__.py b/datadog_checks_dev/datadog_checks/dev/__about__.py
index 8ec2cc1c093a9..b4d1d67f6b3e0 100644
--- a/datadog_checks_dev/datadog_checks/dev/__about__.py
+++ b/datadog_checks_dev/datadog_checks/dev/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '33.1.0'
+__version__ = '34.1.0'
diff --git a/datadog_checks_dev/datadog_checks/dev/_env.py b/datadog_checks_dev/datadog_checks/dev/_env.py
index 84f96bcab491a..b9bfb82bd7d3c 100644
--- a/datadog_checks_dev/datadog_checks/dev/_env.py
+++ b/datadog_checks_dev/datadog_checks/dev/_env.py
@@ -181,8 +181,7 @@ def serialize_data(data):
     # 1. Printing to stdout won't fail
     # 2. Easy parsing since there are no spaces
     #
-    # TODO: Remove str() when we drop Python 2
-    return str(urlsafe_b64encode(data.encode('utf-8')).decode('utf-8'))
+    return urlsafe_b64encode(data.encode('utf-8')).decode('utf-8')
 
 
 def deserialize_data(data):
diff --git a/datadog_checks_dev/datadog_checks/dev/docker.py b/datadog_checks_dev/datadog_checks/dev/docker.py
index cf62dfd4c66aa..8a6579683c436 100644
--- a/datadog_checks_dev/datadog_checks/dev/docker.py
+++ b/datadog_checks_dev/datadog_checks/dev/docker.py
@@ -121,6 +121,7 @@ def docker_run(
     wrappers=None,
     attempts=None,
     attempts_wait=1,
+    capture=None,
 ):
     """
     A convenient context manager for safely setting up and tearing down Docker environments.
@@ -169,7 +170,10 @@ def docker_run(
         if not isinstance(compose_file, str):
             raise TypeError('The path to the compose file is not a string: {}'.format(repr(compose_file)))
 
-        set_up = ComposeFileUp(compose_file, build=build, service_name=service_name)
+        composeFileArgs = {'compose_file': compose_file, 'build': build, 'service_name': service_name}
+        if capture is not None:
+            composeFileArgs['capture'] = capture
+        set_up = ComposeFileUp(**composeFileArgs)
         if down is not None:
             tear_down = down
         else:
@@ -229,10 +233,11 @@ def docker_run(
 
 
 class ComposeFileUp(LazyFunction):
-    def __init__(self, compose_file, build=False, service_name=None):
+    def __init__(self, compose_file, build=False, service_name=None, capture=None):
         self.compose_file = compose_file
         self.build = build
         self.service_name = service_name
+        self.capture = capture
         self.command = ['docker', 'compose', '-f', self.compose_file, 'up', '-d', '--force-recreate']
 
         if self.build:
@@ -242,7 +247,10 @@ def __init__(self, compose_file, build=False, service_name=None):
             self.command.append(self.service_name)
 
     def __call__(self):
-        return run_command(self.command, check=True)
+        args = {'check': True}
+        if self.capture is not None:
+            args['capture'] = self.capture
+        return run_command(self.command, **args)
 
 
 class ComposeFileLogs(LazyFunction):
diff --git a/datadog_checks_dev/datadog_checks/dev/fs.py b/datadog_checks_dev/datadog_checks/dev/fs.py
index aab0ca507ff35..6c94e9ae63915 100644
--- a/datadog_checks_dev/datadog_checks/dev/fs.py
+++ b/datadog_checks_dev/datadog_checks/dev/fs.py
@@ -128,14 +128,10 @@ def copy_dir_contents(path, d):
 def remove_path(path):
     try:
         shutil.rmtree(path, ignore_errors=False)
-    # TODO: Remove FileNotFoundError (and noqa: B014) when Python 2 is removed
-    # In Python 3, IOError have been merged into OSError
-    except (FileNotFoundError, OSError):  # noqa: B014
+    except OSError:
         try:
             os.remove(path)
-        # TODO: Remove FileNotFoundError (and noqa: B014) when Python 2 is removed
-        # In Python 3, IOError have been merged into OSError
-        except (FileNotFoundError, OSError, PermissionError):  # noqa: B014
+        except (OSError, PermissionError):
             pass
 
 
diff --git a/datadog_checks_dev/datadog_checks/dev/jmx.py b/datadog_checks_dev/datadog_checks/dev/jmx.py
index e0b0fe43a23c1..f802e0f034121 100644
--- a/datadog_checks_dev/datadog_checks/dev/jmx.py
+++ b/datadog_checks_dev/datadog_checks/dev/jmx.py
@@ -28,6 +28,7 @@
     'jvm.non_heap_memory_max',
     'jvm.os.open_file_descriptors',
     'jvm.thread_count',
+    'jvm.unloaded_classes',
 ]
 
 JMX_E2E_METRICS = [
diff --git a/datadog_checks_dev/datadog_checks/dev/ssh_tunnel.py b/datadog_checks_dev/datadog_checks/dev/ssh_tunnel.py
index b5340b09a7d11..0f9ba575f425a 100644
--- a/datadog_checks_dev/datadog_checks/dev/ssh_tunnel.py
+++ b/datadog_checks_dev/datadog_checks/dev/ssh_tunnel.py
@@ -4,11 +4,10 @@
 from __future__ import absolute_import
 
 import os
+import signal
 import subprocess
 from contextlib import contextmanager
 
-import psutil
-
 from .conditions import WaitForPortListening
 from .env import environment_run
 from .structures import LazyFunction, TempDir
@@ -141,7 +140,5 @@ def __call__(self):
         with TempDir(self.temp_name) as temp_dir:
             with open(os.path.join(temp_dir, self.pid_file)) as pid_file:
                 pid = int(pid_file.read())
-                # TODO: Remove psutil as a dependency when we drop Python 2, on Python 3 os.kill supports Windows
-                process = psutil.Process(pid)
-                process.kill()
+                os.kill(pid, signal.SIGKILL if os.name == 'posix' else signal.SIGTERM)
                 return 0
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/commands/create.py b/datadog_checks_dev/datadog_checks/dev/tooling/commands/create.py
index 6dd2bd819d481..c3895080deabc 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/commands/create.py
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/commands/create.py
@@ -16,7 +16,7 @@
     get_valid_templates,
     prefill_template_fields_for_check_only,
 )
-from ..utils import kebab_case_name, normalize_package_name
+from ..utils import kebab_case_name, normalize_display_name, normalize_package_name
 from .console import CONTEXT_SETTINGS, abort, echo_info, echo_success, echo_warning
 
 HYPHEN = b'\xe2\x94\x80\xe2\x94\x80'.decode('utf-8')
@@ -190,6 +190,7 @@ def create(ctx, name, integration_type, location, non_interactive, quiet, dry_ru
             author = manifest.get("author", {}).get("name")
             if author is None:
                 abort("Unable to determine author from manifest")
+            author = normalize_display_name(author)
             integration_dir_name = integration_dir_name.removeprefix(f"{author}_")
     else:
         if os.path.exists(integration_dir):
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/validators/utils.py b/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/validators/utils.py
index 12e4d2a997221..d4db8cab0b5c7 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/validators/utils.py
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/commands/meta/snmp/validators/utils.py
@@ -1,8 +1,8 @@
 import glob
+from genericpath import isfile
 from os.path import join
 
 import yaml
-from genericpath import isfile
 from yaml.error import YAMLError
 from yaml.loader import SafeLoader
 
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/commands/validate/licenses.py b/datadog_checks_dev/datadog_checks/dev/tooling/commands/validate/licenses.py
index 7ac2c6a346691..15cc6a4e9275c 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/commands/validate/licenses.py
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/commands/validate/licenses.py
@@ -88,6 +88,7 @@
     '3-clause bsd license': 'BSD-3-Clause',
     'new bsd license': 'BSD-3-Clause',
     'mit license': 'MIT',
+    'mit-0 license': 'MIT-0',
     'psf': 'PSF',
     'psf license': 'PSF',
     'python software foundation license': 'PSF',
@@ -124,6 +125,7 @@
     'GNU Lesser General Public License v3 (LGPLv3)': 'LGPL-3.0-only',
     'GNU Lesser General Public License v3 or later (LGPLv3+)': 'LGPL-3.0-or-later',
     'MIT License': 'MIT',
+    'MIT No Attribution License (MIT-0)': 'MIT-0',
     'Mozilla Public License 1.0 (MPL)': 'MPL-1.0',
     'Mozilla Public License 1.1 (MPL 1.1)': 'MPL-1.1',
     'Mozilla Public License 2.0 (MPL 2.0)': 'MPL-2.0',
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/create.py b/datadog_checks_dev/datadog_checks/dev/tooling/create.py
index c93068adb4769..2f4e6b96cc8cc 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/create.py
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/create.py
@@ -193,6 +193,8 @@ def create_template_files(template_name, new_root, config, repo_choice, read=Fal
         for template_file in template_files:
             if template_file.endswith('1.added') and repo_choice != 'core':
                 continue
+            if template_root == root and template_file == "README.md":
+                continue
             if not template_file.endswith(('.pyc', '.pyo')):
                 if template_file == 'README.md' and config.get('support_type') in ('partner', 'contrib'):
                     # Custom README for the marketplace/partner support_type integrations
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/e2e/docker.py b/datadog_checks_dev/datadog_checks/dev/tooling/e2e/docker.py
index 4ed072981fd1c..16aa90beaca72 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/e2e/docker.py
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/e2e/docker.py
@@ -307,12 +307,6 @@ def start_agent(self):
             'DD_CMD_PORT': find_free_port(get_ip()),
             # Disable trace agent
             'DD_APM_ENABLED': 'false',
-            # Don't write .pyc, needed to fix this issue (only Python 2):
-            # When reinstalling a package, .pyc are not cleaned correctly. The issue is fixed by not writing them
-            # in the first place.
-            # More info: https://github.com/DataDog/integrations-core/pull/5454
-            # TODO: Remove PYTHONDONTWRITEBYTECODE env var when Python 2 support is removed
-            'PYTHONDONTWRITEBYTECODE': "1",
             "DD_TELEMETRY_ENABLED": "1",
         }
         if self.dd_site:
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/configuration/spec.yaml b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..9670b1f65b739
--- /dev/null
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/configuration/spec.yaml
@@ -0,0 +1,10 @@
+name: {integration_name}
+files:
+- name: {check_name}.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/default
+  - template: instances
+    options:
+    - template: instances/default
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/service_checks.json b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/datadog_checks/{check_name}/data/conf.yaml.example b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/datadog_checks/{check_name}/data/conf.yaml.example
index 8ee633b1335fc..b242294123103 100644
--- a/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/datadog_checks/{check_name}/data/conf.yaml.example
+++ b/datadog_checks_dev/datadog_checks/dev/tooling/templates/integration/check_only/{check_name}/datadog_checks/{check_name}/data/conf.yaml.example
@@ -30,7 +30,7 @@ instances:
     #
     # service: <SERVICE>
 
-    ## @param min_collection_interval - number - optional - default: 15
+    ## @param min_collection_interval - integer - optional - default: 15
     ## This changes the collection interval of the check. For more information, see:
     ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
     #
diff --git a/datadog_checks_dev/pyproject.toml b/datadog_checks_dev/pyproject.toml
index 260e4dc6428cd..0b7e2c6f03fdb 100644
--- a/datadog_checks_dev/pyproject.toml
+++ b/datadog_checks_dev/pyproject.toml
@@ -32,7 +32,6 @@ dependencies = [
     "coverage>=5.0.3",
     "flaky>=3.8.0",
     "mock",
-    "psutil",
     "pytest==8.1.1",
     "pytest-asyncio>=0.23.4",
     "pytest-benchmark[histogram]>=4.0.0",
diff --git a/datadog_checks_dev/tests/test_docker.py b/datadog_checks_dev/tests/test_docker.py
index 16ca9ac76a6f3..52b4834d0c1d2 100644
--- a/datadog_checks_dev/tests/test_docker.py
+++ b/datadog_checks_dev/tests/test_docker.py
@@ -36,11 +36,21 @@ def test_up(self):
 
 
 class TestDockerRun:
-    def test_compose_file(self):
+    @pytest.mark.parametrize(
+        "capture",
+        [
+            None,
+            True,
+        ],
+    )
+    def test_compose_file(self, capture):
         compose_file = os.path.join(DOCKER_DIR, 'test_default.yaml')
 
         try:
-            with docker_run(compose_file):
+            args = {}
+            if capture is not None:
+                args['capture'] = capture
+            with docker_run(compose_file, **args):
                 assert compose_file_active(compose_file) is True
             assert compose_file_active(compose_file) is False
         finally:
diff --git a/datadog_checks_downloader/CHANGELOG.md b/datadog_checks_downloader/CHANGELOG.md
index 588cd5bc74fa6..af751e52a5ab5 100644
--- a/datadog_checks_downloader/CHANGELOG.md
+++ b/datadog_checks_downloader/CHANGELOG.md
@@ -2,12 +2,34 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 7.0.0 / 2024-11-28
+
+***Changed***:
+
+* v16 ceremony: bump root layout to v6. ([#19146](https://github.com/DataDog/integrations-core/pull/19146))
+
+## 6.1.0 / 2024-10-31 / Agent 7.60.0
+
+***Added***:
+
+* Update root.json for v14 ceremony. ([#18824](https://github.com/DataDog/integrations-core/pull/18824))
+
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.7.0 / 2024-07-05 / Agent 7.55.0
 
 ***Security***:
diff --git a/datadog_checks_downloader/changelog.d/18207.added b/datadog_checks_downloader/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/datadog_checks_downloader/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/datadog_checks_downloader/changelog.d/18580.removed b/datadog_checks_downloader/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/datadog_checks_downloader/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/datadog_checks_downloader/datadog_checks/downloader/__about__.py b/datadog_checks_downloader/datadog_checks/downloader/__about__.py
index e682df53d5857..7f5e436a966ba 100644
--- a/datadog_checks_downloader/datadog_checks/downloader/__about__.py
+++ b/datadog_checks_downloader/datadog_checks/downloader/__about__.py
@@ -4,4 +4,4 @@
 
 # NOTE: tie datadog-checks-downloader to v2 of our software supply chain:
 # https://github.com/DataDog/integrations-core/blob/6388602b6deb3b65b62cf7cda69dc20d99dede29/datadog_checks_downloader/datadog_checks/downloader/download.py#L51
-__version__ = "5.0.0"
+__version__ = "7.0.0"
diff --git a/datadog_checks_downloader/datadog_checks/downloader/data/repo/metadata/root.json b/datadog_checks_downloader/datadog_checks/downloader/data/repo/metadata/root.json
index adfcbb2dbf421..42c6ba1a86a9a 100644
--- a/datadog_checks_downloader/datadog_checks/downloader/data/repo/metadata/root.json
+++ b/datadog_checks_downloader/datadog_checks/downloader/data/repo/metadata/root.json
@@ -1,81 +1,81 @@
 {
  "signatures": [
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+   "keyid": "b1a5593f4a6a7ab8f7128e05994c4ebed790659f42a27064960d117a35924fb6",
+   "sig": "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"
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   },
   {
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  ],
  "signed": {
   "_type": "root",
   "consistent_snapshot": true,
-  "expires": "2025-01-10T10:43:18Z",
+  "expires": "2025-11-23T11:59:32Z",
   "keys": {
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     "scheme": "rsassa-pss-sha256"
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     "scheme": "rsassa-pss-sha256"
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     "scheme": "rsassa-pss-sha256"
    },
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     "scheme": "rsassa-pss-sha256"
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     "keytype": "rsa",
     "keyval": {
-     "public": "-----BEGIN PUBLIC KEY-----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\n0mcPeAucz6/CEzg7ebbO4MsCAwEAAQ==\n-----END PUBLIC KEY-----"
+     "public": "-----BEGIN PUBLIC KEY-----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\n1otuZ3rPl3e0BWdgGif/PjUCAwEAAQ==\n-----END PUBLIC KEY-----"
     },
     "scheme": "rsassa-pss-sha256"
    },
-   "f74ef7ab65d936091d92a2ccbac008ac69818ffb4d393494dba6a2afbcd74a9b": {
+   "ca8b6d22a4838957641bc6bc6f1eb3ad8ebb0fcee3ad4820ae5f7c30fb25213e": {
     "keytype": "rsa",
     "keyval": {
-     "public": "-----BEGIN PUBLIC KEY-----\nMIICIjANBgkqhkiG9w0BAQEFAAOCAg8AMIICCgKCAgEAwPE/Ie0mbICT9dmv7K1v\nVKMouqiiC9RlDR67zQE6Sx366i5KuOxQLicCjvtuwzk81W4O80WCUNKsVACyPE0A\nGp9EMLTSms5zdynYZUcnnqSGL16OQpoQSITgxp+hP/sQvxDc1xNY8oNFKmAPJ3OX\nnbzn/+vL7MFEx3BX02ZA6voJQU5f+InPWqCquCwJYn+ZC9xQvoxlmsdtjNQE1wkM\n7JnudoRTVMiSs0e5F9dGlIveZEdSrHPPKG0cs32VbVhPQTmErkquJ28r/4mVhQOc\nY+FOa3taGKpNWQ0lWX+wpfFbqfZgKn0+nJijSzI81+z6io4em1dHGNzEQeCawHTs\nwTQQGm9WkItR9tYLrbhP6kCW4AcZwzlM4hnrefOF8xdrq/aQ5FI/RiEs0S6dIWF6\nUE4FIkZDuwm6C+qgB6JwYg2JJ2SECZyAoyBwpHzcDr69fpET7ztgfKLU9AgHVZxv\nZffW9ubMUGf7b1oh7ELetXuoVYPShLd9hRecVtGScIaYA0yaL/cli6c8skW3o2oN\nruHgxD5bDJB+XM1Btss5gdB2/Kmnm6a0BGc1z9wqKqMviRJ5ljzGPNJuYjIK85/V\nniMCNov93PWQMlmQzfyqy8RpOi+eGrqIG+7Aglcq3GRS+pmKHC8auyhgs5XowA76\nlIwGw4GxXaMtF3VhlFhb02ECAwEAAQ==\n-----END PUBLIC KEY-----"
+     "public": "-----BEGIN PUBLIC KEY-----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\nOBvs5taxega0ItLXTNahozMCAwEAAQ==\n-----END PUBLIC KEY-----"
     },
     "scheme": "rsassa-pss-sha256"
    }
@@ -83,34 +83,34 @@
   "roles": {
    "root": {
     "keyids": [
-     "bc1dded85c00299432dfb26731c619544eacdb0b0ebe7c358d5dd9bcfb0165f6",
-     "4d949be94dfc2e1c5b1f8a8d63a6260d0adc6a8f455c259194b574018316f830",
-     "69159caba36ff532e29ed61f0c857506acb1f66d54209c79d327a8f168d1f408"
+     "b1a5593f4a6a7ab8f7128e05994c4ebed790659f42a27064960d117a35924fb6",
+     "6a3cf0470851a88704d6873efe743c52d1a8af9e78c03a9fccfd208c0b45586a",
+     "07032e4713198d5b1a613a0b569c4232f690dc329333fee5850821e540378498"
     ],
     "threshold": 2
    },
    "snapshot": {
     "keyids": [
-     "12f215cb574155e1ae88d6cc052c0ccad0f4003cab60ed98e30a1f897bf18045"
+     "3a691524e33fd1680893be335f211ccd0cc710fc43030ae6e8e5080c4e45d018"
     ],
     "threshold": 1
    },
    "targets": {
     "keyids": [
-     "f74ef7ab65d936091d92a2ccbac008ac69818ffb4d393494dba6a2afbcd74a9b",
-     "8a6e7d2d2107f73db54ca8be56a91a20aea2cc06d71a8fb1ac9136b22f3f3881",
-     "07f5912fe305e6beb3139d839f2e8fcd01113167055f3b930fe73beb0f41476b"
+     "ca8b6d22a4838957641bc6bc6f1eb3ad8ebb0fcee3ad4820ae5f7c30fb25213e",
+     "c065c3c218e1178d47a3347a2df2882a15ebe516b1a69f18ddbdd1a1a950da43",
+     "bd7c60e0fdf721afcc7237b8269967ba6bd6d93fd110189db3bd4c722cf503fb"
     ],
     "threshold": 2
    },
    "timestamp": {
     "keyids": [
-     "12f215cb574155e1ae88d6cc052c0ccad0f4003cab60ed98e30a1f897bf18045"
+     "3a691524e33fd1680893be335f211ccd0cc710fc43030ae6e8e5080c4e45d018"
     ],
     "threshold": 1
    }
   },
   "spec_version": "1.0.0",
-  "version": 13
+  "version": 16
  }
 }
\ No newline at end of file
diff --git a/datadog_checks_downloader/datadog_checks/downloader/download.py b/datadog_checks_downloader/datadog_checks/downloader/download.py
index ac2754d63b71a..353e6d9506029 100644
--- a/datadog_checks_downloader/datadog_checks/downloader/download.py
+++ b/datadog_checks_downloader/datadog_checks/downloader/download.py
@@ -49,7 +49,7 @@
 REPOSITORY_URL_PREFIX = 'https://dd-integrations-core-wheels-build-stable.datadoghq.com'
 # Where to find our in-toto root layout.
 IN_TOTO_METADATA_DIR = 'in-toto-metadata'
-ROOT_LAYOUTS = {'core': '5.core.root.layout', 'extras': '1.extras.root.layout'}
+ROOT_LAYOUTS = {'core': '6.core.root.layout', 'extras': '1.extras.root.layout'}
 DEFAULT_ROOT_LAYOUT_TYPE = 'core'
 
 
diff --git a/datadog_checks_downloader/tests/conftest.py b/datadog_checks_downloader/tests/conftest.py
index 4b0230a7e86b5..662dde6eb3d26 100644
--- a/datadog_checks_downloader/tests/conftest.py
+++ b/datadog_checks_downloader/tests/conftest.py
@@ -18,7 +18,7 @@ def pytest_addoption(parser):
     parser.addoption(
         "--distribution-version",
         action="store",
-        default="1.10.0",
+        default="4.0.0",
         help="The version number of the desired Datadog check.",
     )
     parser.addoption(
diff --git a/datadog_checks_downloader/tests/data/datadog-active-directory-1.10.0.zip b/datadog_checks_downloader/tests/data/datadog-active-directory-1.10.0.zip
deleted file mode 100644
index 84adb45696e8f..0000000000000
Binary files a/datadog_checks_downloader/tests/data/datadog-active-directory-1.10.0.zip and /dev/null differ
diff --git a/datadog_checks_downloader/tests/data/datadog-active-directory-4.0.0.zip b/datadog_checks_downloader/tests/data/datadog-active-directory-4.0.0.zip
new file mode 100644
index 0000000000000..a06a0e47a69df
Binary files /dev/null and b/datadog_checks_downloader/tests/data/datadog-active-directory-4.0.0.zip differ
diff --git a/datadog_checks_downloader/tests/scripts/download_test_data.py b/datadog_checks_downloader/tests/scripts/download_test_data.py
index 324d99e8b036b..13a59413532c6 100644
--- a/datadog_checks_downloader/tests/scripts/download_test_data.py
+++ b/datadog_checks_downloader/tests/scripts/download_test_data.py
@@ -18,7 +18,7 @@
 
 REPOSITORY_BASE_URL = 'https://dd-integrations-core-wheels-build-stable.datadoghq.com/'
 INTEGRATION = 'active-directory'
-INTEGRATION_VERSION = '1.10.0'
+INTEGRATION_VERSION = '4.0.0'
 ZIP_FILENAME = f'datadog-{INTEGRATION}-{INTEGRATION_VERSION}.zip'
 TARGET_DIR = Path(__file__).parent.parent / 'data'
 
diff --git a/datadog_checks_downloader/tests/test_downloader.py b/datadog_checks_downloader/tests/test_downloader.py
index c1d3d653f582f..1325aeaae5e70 100644
--- a/datadog_checks_downloader/tests/test_downloader.py
+++ b/datadog_checks_downloader/tests/test_downloader.py
@@ -53,6 +53,15 @@
     "datadog-dd-cluster-agent",  # excluding this since actual integration is called `datadog-cluster-agent`
     "datadog-kubernetes",  # excluding this since `kubernetes` check is Agent v5 only
     "datadog-go-metro",  # excluding this since `go-metro` check is Agent v5 only
+    "datadog-agent-metrics",  # excluding this since `agent-metrics` check is Agent v5 only
+    "datadog-amazon-kafka",  # excluding this since `amazon-kafka` wasn't an official release
+    "datadog-tokumx",  # excluding this since `tokumx` was dropped in py3
+    "datadog-ntp",  # excluding this since `ntp` was Agent 5 only
+]
+
+EXCLUDED_LOG_INTEGRATIONS = [
+    # Temporary exclusion until we re-release the integration or come up with a better solution.
+    "datadog-zeek",  # log only integration released by Florent. Will fail until we re-release it.
 ]
 
 # Specific integration versions released for the last time by a revoked developer but not shipped anymore.
@@ -153,8 +162,8 @@ def test_non_datadog_distribution():
     [
         (
             "datadog-active-directory",
-            "1.10.0",
-            "simple/datadog-active-directory/datadog_active_directory-1.10.0-py2.py3-none-any.whl",
+            "4.0.0",
+            "simple/datadog-active-directory/datadog_active_directory-4.0.0-py2.py3-none-any.whl",
         ),
     ],
 )
@@ -212,7 +221,7 @@ def test_local_dir_download(capfd, local_dir, distribution_name, distribution_ve
 @pytest.mark.parametrize(
     "distribution_name,distribution_version",
     [
-        ("datadog-active-directory", "1.10.0"),
+        ("datadog-active-directory", "4.0.0"),
     ],
 )
 def test_local_expired_metadata_error(distribution_name, distribution_version):
@@ -250,7 +259,7 @@ def test_local_unreachable_repository():
 @pytest.mark.parametrize(
     "distribution_name,distribution_version",
     [
-        ("datadog-active-directory", "1.10.0"),
+        ("datadog-active-directory", "4.0.0"),
     ],
 )
 @freeze_time(_LOCAL_TESTS_DATA_TIMESTAMP)
@@ -287,12 +296,12 @@ def tamper(repo_dir):
 @freeze_time(_LOCAL_TESTS_DATA_TIMESTAMP)
 def test_local_tampered_target_triggers_failure():
     distribution_name = "datadog-active-directory"
-    distribution_version = "1.10.0"
+    distribution_version = "4.0.0"
 
     def tamper(repo_dir):
         """Modify the target that we want to download."""
         files_to_change = (repo_dir / 'targets' / 'simple' / 'datadog-active-directory').glob(
-            '*.datadog_active_directory-1.10.0-*.whl'
+            '*.datadog_active_directory-4.0.0-*.whl'
         )
 
         for path in files_to_change:
@@ -319,7 +328,7 @@ def tamper(repo_dir):
 def test_local_download_non_existing_package():
     """Test local verification of a wheel file."""
 
-    with local_http_server("datadog-active-directory-1.10.0".format()) as http_url:
+    with local_http_server("datadog-active-directory-4.0.0".format()) as http_url:
         argv = [
             "datadog-a-nonexisting",
             "--version",
@@ -450,7 +459,7 @@ def test_downloader():
         if not match:
             continue
         integration_name = match.group(1)
-        if integration_name in EXCLUDED_INTEGRATIONS:
+        if integration_name in EXCLUDED_INTEGRATIONS + EXCLUDED_LOG_INTEGRATIONS:
             continue
         if integration_name not in integrations_metadata:
             raise Exception(
diff --git a/datadog_cluster_agent/CHANGELOG.md b/datadog_cluster_agent/CHANGELOG.md
index d8250e92ff356..64c44c58bb5ea 100644
--- a/datadog_cluster_agent/CHANGELOG.md
+++ b/datadog_cluster_agent/CHANGELOG.md
@@ -2,12 +2,38 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.2.0 / 2024-12-26
+
+***Added***:
+
+* add telemetry for local load store in dca ([#19229](https://github.com/DataDog/integrations-core/pull/19229))
+
+## 5.1.0 / 2024-10-31 / Agent 7.60.0
+
+***Added***:
+
+* Add telemetry scraping for Validation AdmissionController ([#18867](https://github.com/DataDog/integrations-core/pull/18867))
+
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/datadog_cluster_agent/assets/dashboards/datadog_cluster_agent_overview.json b/datadog_cluster_agent/assets/dashboards/datadog_cluster_agent_overview.json
index 9a0faa0642c11..5a83baddd1258 100644
--- a/datadog_cluster_agent/assets/dashboards/datadog_cluster_agent_overview.json
+++ b/datadog_cluster_agent/assets/dashboards/datadog_cluster_agent_overview.json
@@ -3,1763 +3,1854 @@
     "description": "",
     "widgets": [
         {
-            "id": 1430425362261404,
+            "id": 5349101981275174,
             "definition": {
-                "type": "note",
-                "content": "Overview",
+                "title": "Overview",
                 "background_color": "gray",
-                "font_size": "24",
-                "text_align": "center",
-                "vertical_align": "center",
-                "show_tick": false,
-                "tick_pos": "50%",
-                "tick_edge": "left",
-                "has_padding": true
-            },
-            "layout": {
-                "x": 0,
-                "y": 0,
-                "width": 12,
-                "height": 1
-            }
-        },
-        {
-            "id": 70989027784664,
-            "definition": {
-                "title": "Running DCA by version",
-                "title_size": "16",
-                "title_align": "left",
-                "show_legend": true,
-                "legend_layout": "horizontal",
-                "legend_columns": [
-                    "avg",
-                    "min",
-                    "max",
-                    "value",
-                    "sum"
-                ],
-                "type": "timeseries",
-                "requests": [
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
                     {
-                        "formulas": [
-                            {
-                                "formula": "query1"
-                            }
-                        ],
-                        "on_right_yaxis": false,
-                        "queries": [
-                            {
-                                "data_source": "metrics",
-                                "name": "query1",
-                                "query": "sum:datadog.cluster_agent.running{$cluster,$namespace} by {version}.fill(null)"
-                            }
-                        ],
-                        "response_format": "timeseries",
-                        "style": {
-                            "palette": "dog_classic",
-                            "line_type": "solid",
-                            "line_width": "normal"
+                        "id": 70989027784664,
+                        "definition": {
+                            "title": "Running DCA by version",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "on_right_yaxis": false,
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:datadog.cluster_agent.running{$cluster,$namespace} by {version}.fill(null)"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "label": "",
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
                         },
-                        "display_type": "bars"
-                    }
-                ],
-                "yaxis": {
-                    "include_zero": true,
-                    "label": "",
-                    "scale": "linear",
-                    "min": "auto",
-                    "max": "auto"
-                },
-                "markers": []
-            },
-            "layout": {
-                "x": 0,
-                "y": 1,
-                "width": 4,
-                "height": 2
-            }
-        },
-        {
-            "id": 6450041508181648,
-            "definition": {
-                "title": "CPU usage by pod",
-                "title_size": "16",
-                "title_align": "left",
-                "show_legend": true,
-                "legend_layout": "auto",
-                "legend_columns": [
-                    "avg",
-                    "min",
-                    "max",
-                    "value",
-                    "sum"
-                ],
-                "type": "timeseries",
-                "requests": [
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
                     {
-                        "formulas": [
-                            {
-                                "formula": "query1"
+                        "id": 6450041508181648,
+                        "definition": {
+                            "title": "CPU usage by pod",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
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-            "id": 2296693691691567,
-            "layout": {
-                "height": 2,
-                "width": 4,
-                "x": 4,
-                "y": 20
-            }
-        },
-        {
-            "definition": {
-                "legend_columns": [
-                    "avg",
-                    "min",
-                    "max",
-                    "value",
-                    "sum"
-                ],
-                "legend_layout": "auto",
-                "markers": [],
-                "requests": [
+                    },
                     {
-                        "display_type": "bars",
-                        "formulas": [
-                            {
-                                "formula": "query1"
-                            }
-                        ],
-                        "on_right_yaxis": false,
-                        "queries": [
-                            {
-                                "data_source": "metrics",
-                                "name": "query1",
-                                "query": "sum:datadog.cluster_agent.admission_webhooks.library_injection_errors{$cluster, $namespace} by {reason}.as_count()"
-                            }
-                        ],
-                        "response_format": "timeseries",
-                        "style": {
-                            "line_type": "solid",
-                            "line_width": "normal",
-                            "palette": "dog_classic"
+                        "id": 8518800568155760,
+                        "definition": {
+                            "title": "Failed validation attempts per minute by type",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "per_minute(query1)"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:datadog.cluster_agent.admission_webhooks.validation_attempts{status:error,$cluster,$namespace} by {webhook_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "scale": "linear",
+                                "min": "auto",
+                                "max": "auto"
+                            },
+                            "markers": []
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 10,
+                            "width": 4,
+                            "height": 2
                         }
                     }
-                ],
-                "show_legend": true,
-                "title": "Library injection errors by reason",
-                "type": "timeseries",
-                "yaxis": {
-                    "include_zero": true,
-                    "max": "auto",
-                    "min": "auto",
-                    "scale": "linear"
-                }
+                ]
             },
-            "id": 6764287346346728,
             "layout": {
-                "height": 2,
-                "width": 4,
-                "x": 8,
-                "y": 20
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 13
             }
         }
     ],
diff --git a/datadog_cluster_agent/changelog.d/18207.added b/datadog_cluster_agent/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/datadog_cluster_agent/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/datadog_cluster_agent/changelog.d/18580.removed b/datadog_cluster_agent/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/datadog_cluster_agent/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/datadog_cluster_agent/changelog.d/18617.fixed b/datadog_cluster_agent/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/datadog_cluster_agent/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/datadog_cluster_agent/changelog.d/19306.added b/datadog_cluster_agent/changelog.d/19306.added
new file mode 100644
index 0000000000000..684317688e215
--- /dev/null
+++ b/datadog_cluster_agent/changelog.d/19306.added
@@ -0,0 +1 @@
+Add telemetry for checks that are not scheduled.
diff --git a/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/__about__.py b/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/__about__.py
index 57773e0f36fbd..c953bf2884887 100644
--- a/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/__about__.py
+++ b/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.2.0'
diff --git a/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/check.py b/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/check.py
index 1a1ece2ed9d95..4d84e2c73721c 100644
--- a/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/check.py
+++ b/datadog_cluster_agent/datadog_checks/datadog_cluster_agent/check.py
@@ -11,6 +11,7 @@
     'admission_webhooks_library_injection_attempts': 'admission_webhooks.library_injection_attempts',
     'admission_webhooks_library_injection_errors': 'admission_webhooks.library_injection_errors',
     'admission_webhooks_mutation_attempts': 'admission_webhooks.mutation_attempts',
+    'admission_webhooks_validation_attempts': 'admission_webhooks.validation_attempts',
     'admission_webhooks_patcher_attempts': 'admission_webhooks.patcher.attempts',
     'admission_webhooks_patcher_completed': 'admission_webhooks.patcher.completed',
     'admission_webhooks_patcher_errors': 'admission_webhooks.patcher.errors',
@@ -34,6 +35,8 @@
     'autoscaling_workload_vertical_rollout_triggered': 'autoscaling.workload.vertical_rollout_triggered',
     'autoscaling_workload_vertical_scaling_received_limits': 'autoscaling.workload.vertical_scaling_received_limits',
     'autoscaling_workload_vertical_scaling_received_requests': 'autoscaling.workload.vertical_scaling_received_requests',  # noqa: E501
+    'autoscaling_workload_store_load_entities': 'autoscaling.workload.store_load_entities',
+    'autoscaling_workload_store_job_queue_length': 'autoscaling.workload.store_job_queue_length',
     'aggregator__flush': 'aggregator.flush',
     'aggregator__processed': 'aggregator.processed',
     'api_requests': 'api_requests',
@@ -43,6 +46,7 @@
     'cluster_checks_busyness': 'cluster_checks.busyness',
     'cluster_checks_configs_dangling': 'cluster_checks.configs_dangling',
     'cluster_checks_configs_dispatched': 'cluster_checks.configs_dispatched',
+    'cluster_checks_unscheduled_check': 'cluster_checks.unscheduled_check',
     'cluster_checks_configs_info': 'cluster_checks.configs_info',
     'cluster_checks_failed_stats_collection': 'cluster_checks.failed_stats_collection',
     'cluster_checks_nodes_reporting': 'cluster_checks.nodes_reporting',
diff --git a/datadog_cluster_agent/metadata.csv b/datadog_cluster_agent/metadata.csv
index 979d12072772d..63a83ff7d704f 100644
--- a/datadog_cluster_agent/metadata.csv
+++ b/datadog_cluster_agent/metadata.csv
@@ -4,20 +4,21 @@ datadog.cluster_agent.admission_webhooks.cws_exec_instrumentation_attempts.count
 datadog.cluster_agent.admission_webhooks.cws_exec_instrumentation_attempts.sum,count,,,,CWS exec Instrumentation attempts sum,0,datadog_cluster_agent,cws exec instrumentation attempts,
 datadog.cluster_agent.admission_webhooks.cws_pod_instrumentation_attempts.count,count,,,,CWS pod Instrumentation attempts count,0,datadog_cluster_agent,cws pod instrumentation attempts,
 datadog.cluster_agent.admission_webhooks.cws_pod_instrumentation_attempts.sum,count,,,,CWS pod Instrumentation attempts sum,0,datadog_cluster_agent,cws pod instrumentation attempts,
-datadog.cluster_agent.admission_webhooks.library_injection_attempts,count,,,,"Number of library injection attempts by language",0,datadog_cluster_agent,library injection attempts,
-datadog.cluster_agent.admission_webhooks.library_injection_errors,count,,,,"Number of library injection failures by language",0,datadog_cluster_agent,library injection errors,
+datadog.cluster_agent.admission_webhooks.library_injection_attempts,count,,,,Number of library injection attempts by language,0,datadog_cluster_agent,library injection attempts,
+datadog.cluster_agent.admission_webhooks.library_injection_errors,count,,,,Number of library injection failures by language,0,datadog_cluster_agent,library injection errors,
 datadog.cluster_agent.admission_webhooks.mutation_attempts,gauge,,,,Number of pod mutation attempts by mutation type,0,datadog_cluster_agent,admission webhooks mutation attempts,
 datadog.cluster_agent.admission_webhooks.mutation_errors,gauge,,,,Number of mutation failures by mutation type,-1,datadog_cluster_agent,admission webhooks mutation errors,
-datadog.cluster_agent.admission_webhooks.patcher.attempts,count,,,,"Number of patch attempts",0,datadog_cluster_agent,patch attempts,
-datadog.cluster_agent.admission_webhooks.patcher.completed,count,,,,"Number of completed patch attempts",0,datadog_cluster_agent,completed patch attempts,
-datadog.cluster_agent.admission_webhooks.patcher.errors,count,,,,"Number of patch errors",0,datadog_cluster_agent,patch errors,
-datadog.cluster_agent.admission_webhooks.rc_provider.configs,gauge,,,,"Number of valid remote configuration",0,datadog_cluster_agent,valid remote configurations,
-datadog.cluster_agent.admission_webhooks.rc_provider.invalid_configs,gauge,,,,"Number of invalid remote configurations",0,datadog_cluster_agent,invalid remote configurations,
+datadog.cluster_agent.admission_webhooks.patcher.attempts,count,,,,Number of patch attempts,0,datadog_cluster_agent,patch attempts,
+datadog.cluster_agent.admission_webhooks.patcher.completed,count,,,,Number of completed patch attempts,0,datadog_cluster_agent,completed patch attempts,
+datadog.cluster_agent.admission_webhooks.patcher.errors,count,,,,Number of patch errors,0,datadog_cluster_agent,patch errors,
+datadog.cluster_agent.admission_webhooks.rc_provider.configs,gauge,,,,Number of valid remote configuration,0,datadog_cluster_agent,valid remote configurations,
+datadog.cluster_agent.admission_webhooks.rc_provider.invalid_configs,gauge,,,,Number of invalid remote configurations,0,datadog_cluster_agent,invalid remote configurations,
 datadog.cluster_agent.admission_webhooks.reconcile_errors,gauge,,,,Number of reconcile errors per controller,-1,datadog_cluster_agent,admission webhooks reconcile errors,
 datadog.cluster_agent.admission_webhooks.reconcile_success,gauge,,success,,Number of reconcile successes per controller,0,datadog_cluster_agent,admission webhooks reconcile success,
 datadog.cluster_agent.admission_webhooks.response_duration.count,count,,,,Webhook response duration count,0,datadog_cluster_agent,webhook response duration count,
 datadog.cluster_agent.admission_webhooks.response_duration.sum,count,,second,,Webhook response duration sum,0,datadog_cluster_agent,webhook response duration sum,
-datadog.cluster_agent.admission_webhooks.webhooks_received,gauge,,,,Number of mutation webhook requests received,0,datadog_cluster_agent,admission webhooks received,
+datadog.cluster_agent.admission_webhooks.validation_attempts,gauge,,,,Number of pod validation attempts by validation type,0,datadog_cluster_agent,admission webhooks validation attempts,
+datadog.cluster_agent.admission_webhooks.webhooks_received,gauge,,,,Number of webhook requests received,0,datadog_cluster_agent,admission webhooks received,
 datadog.cluster_agent.aggregator.flush,count,,,,"Number of metrics/service checks/events flushed by (data_type, state)",0,datadog_cluster_agent,aggregator flush,
 datadog.cluster_agent.aggregator.processed,count,,,,Amount of metrics/services_checks/events processed by the aggregator by data_type,0,datadog_cluster_agent,aggregator processed,
 datadog.cluster_agent.api_requests,count,,request,,"Requests made to the cluster agent API by (handler, status)",0,datadog_cluster_agent,api requests,
@@ -34,6 +35,7 @@ datadog.cluster_agent.cluster_checks.nodes_reporting,gauge,,,,Number of node age
 datadog.cluster_agent.cluster_checks.rebalancing_decisions,count,,,,Total number of check rebalancing decisions,0,datadog_cluster_agent,cluster check rebalancing decisions,
 datadog.cluster_agent.cluster_checks.rebalancing_duration_seconds,gauge,,second,,Duration of the check rebalancing algorithm last execution,0,datadog_cluster_agent,cluster check rebalancing duration,
 datadog.cluster_agent.cluster_checks.successful_rebalancing_moves,count,,check,,Total number of successful check rebalancing decisions,1,datadog_cluster_agent,cluster check rebalancing moves,
+datadog.cluster_agent.cluster_checks.unscheduled_check,gauge,,,,Number of check configurations not scheduled,-1,datadog_cluster_agent,cluster check unscheduled check,
 datadog.cluster_agent.cluster_checks.updating_stats_duration_seconds,gauge,,second,,Duration of collecting stats from check runners and updating cache,0,datadog_cluster_agent,cluster check updating stats duration,
 datadog.cluster_agent.datadog.rate_limit_queries.limit,gauge,,query,,Maximum number of queries to the Datadog API allowed in the period by endpoint,0,datadog_cluster_agent,rate limit queries limit,
 datadog.cluster_agent.datadog.rate_limit_queries.period,gauge,,second,,Period of rate limiting for the Datadog API by endpoint,0,datadog_cluster_agent,rate limit queries period,
@@ -52,10 +54,10 @@ datadog.cluster_agent.external_metrics.processed_value,gauge,,,,Value processed
 datadog.cluster_agent.go.goroutines,gauge,,,,Number of goroutines that currently exist,0,datadog_cluster_agent,go goroutines,
 datadog.cluster_agent.go.memstats.alloc_bytes,gauge,,byte,,Number of bytes allocated and still in use,0,datadog_cluster_agent,go memstats alloc bytes,
 datadog.cluster_agent.go.threads,gauge,,thread,,Number of OS threads created,0,datadog_cluster_agent,go threads,
-datadog.cluster_agent.kubernetes_apiserver.emitted_events,count,,,,"Datadog events emitted by the kubernetes_apiserver check",0,datadog_cluster_agent,datadog events events,
-datadog.cluster_agent.kubernetes_apiserver.kube_events,count,,,,"Kubernetes events processed by the kubernetes_apiserver check",0,datadog_cluster_agent,apiserver events,
-datadog.cluster_agent.language_detection_dca_handler.processed_requests,count,,,,"The number of process language detection requests processed by the handler",0,datadog_cluster_agent,language detection processed requests,
-datadog.cluster_agent.language_detection_patcher.patches,count,,,,"The number of patch requests sent by the patcher to the kube api server",0,datadog_cluster_agent,language detection patches,
+datadog.cluster_agent.kubernetes_apiserver.emitted_events,count,,,,Datadog events emitted by the kubernetes_apiserver check,0,datadog_cluster_agent,datadog events events,
+datadog.cluster_agent.kubernetes_apiserver.kube_events,count,,,,Kubernetes events processed by the kubernetes_apiserver check,0,datadog_cluster_agent,apiserver events,
+datadog.cluster_agent.language_detection_dca_handler.processed_requests,count,,,,The number of process language detection requests processed by the handler,0,datadog_cluster_agent,language detection processed requests,
+datadog.cluster_agent.language_detection_patcher.patches,count,,,,The number of patch requests sent by the patcher to the kube api server,0,datadog_cluster_agent,language detection patches,
 datadog.cluster_agent.secret_backend.elapsed,gauge,,millisecond,,The elapsed time of secret backend invocation,0,datadog_cluster_agent,secret backend elapsed time duration,
 datadog.cluster_agent.tagger.stored_entities,gauge,,,,Number of entities stored in the tagger,0,datadog_cluster_agent,tagger stored entities,
 datadog.cluster_agent.tagger.updated_entities,count,,,,Number of updates made to entities in the tagger,0,datadog_cluster_agent,tagger updated entities,
diff --git a/datadog_cluster_agent/tests/fixtures/metrics.txt b/datadog_cluster_agent/tests/fixtures/metrics.txt
index dc1ee15bee468..0423811bfa144 100644
--- a/datadog_cluster_agent/tests/fixtures/metrics.txt
+++ b/datadog_cluster_agent/tests/fixtures/metrics.txt
@@ -11,6 +11,9 @@ admission_webhooks_mutation_attempts{error="",injected="true",mutation_type="age
 admission_webhooks_mutation_attempts{error="",injected="true",mutation_type="agent_sidecar",status="success"} 1
 admission_webhooks_mutation_attempts{error="",injected="true",mutation_type="cws_pod_instrumentation",status="success"} 2
 admission_webhooks_mutation_attempts{error="",injected="true",mutation_type="lib_injection",status="success"} 1
+# HELP admission_webhooks_validation_attempts Number of pod validation attempts by validation type
+# TYPE admission_webhooks_validation_attempts gauge
+admission_webhooks_validation_attempts{error="",validated="true",webhook_name="kubernetes_audit",status="success"} 1
 # HELP admission_webhooks_reconcile_errors Number of reconcile errors per controller.
 # TYPE admission_webhooks_reconcile_errors gauge
 admission_webhooks_reconcile_errors{controller="secrets"} 5
@@ -34,7 +37,7 @@ admission_webhooks_response_duration_bucket{le="10"} 108
 admission_webhooks_response_duration_bucket{le="+Inf"} 108
 admission_webhooks_response_duration_sum 0.4897835529999999
 admission_webhooks_response_duration_count 108
-# HELP admission_webhooks_webhooks_received Number of mutation webhook requests received.
+# HELP admission_webhooks_webhooks_received Number of webhook requests received.
 # TYPE admission_webhooks_webhooks_received gauge
 admission_webhooks_webhooks_received 300
 # HELP aggregator__dogstatsd_contexts Count the number of dogstatsd contexts in the aggregator
@@ -374,6 +377,9 @@ cluster_checks_configs_info{check_id="http_check:kubernetes:c964669d244288ea",jo
 cluster_checks_configs_info{check_id="http_check:nginx 1:c89937d23c8b01a0",join_leader="true",node="datadog-clusterchecks-779dfcd7bf-jm4mz"} 1
 cluster_checks_configs_info{check_id="http_check:nginx 2:89d07d5d897f5241",join_leader="true",node="datadog-clusterchecks-779dfcd7bf-hxjwg"} 1
 cluster_checks_configs_info{check_id="http_check:nginx 3:8f889113ed52b58e",join_leader="true",node="datadog-clusterchecks-779dfcd7bf-hxjwg"} 1
+# HELP cluster_checks_unscheduled_check Number of check configurations not scheduled.
+# TYPE cluster_checks_unscheduled_check gauge
+cluster_checks_unscheduled_check{config_name="kubernetes_state_core",config_source="file:/etc/datadog-agent/conf.d/kubernetes_state_core.yaml.default",join_leader="true"} 1
 # HELP autodiscovery_errors Number of Autodiscovery errors by provider.
 # TYPE autodiscovery_errors gauge
 autodiscovery_errors{provider="kubernetes-services"} 1
diff --git a/datadog_cluster_agent/tests/test_datadog_cluster_agent.py b/datadog_cluster_agent/tests/test_datadog_cluster_agent.py
index 0bae2b520a5f9..c0689b86860b5 100644
--- a/datadog_cluster_agent/tests/test_datadog_cluster_agent.py
+++ b/datadog_cluster_agent/tests/test_datadog_cluster_agent.py
@@ -21,6 +21,7 @@
     'admission_webhooks.library_injection_attempts',
     'admission_webhooks.library_injection_errors',
     'admission_webhooks.mutation_attempts',
+    'admission_webhooks.validation_attempts',
     'admission_webhooks.patcher.attempts',
     'admission_webhooks.patcher.completed',
     'admission_webhooks.patcher.errors',
@@ -40,6 +41,7 @@
     'autodiscovery.watched_resources',
     'cluster_checks.busyness',
     'cluster_checks.configs_dangling',
+    'cluster_checks.unscheduled_check',
     'cluster_checks.configs_dispatched',
     'cluster_checks.configs_info',
     'cluster_checks.failed_stats_collection',
diff --git a/dcgm/CHANGELOG.md b/dcgm/CHANGELOG.md
index 814e957135e69..a496522d5fd39 100644
--- a/dcgm/CHANGELOG.md
+++ b/dcgm/CHANGELOG.md
@@ -2,12 +2,24 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+* Align OMv2 labels with Kubernetes agent tags ([#18654](https://github.com/DataDog/integrations-core/pull/18654))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.3.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/dcgm/changelog.d/18207.added b/dcgm/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/dcgm/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/dcgm/changelog.d/18617.fixed b/dcgm/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/dcgm/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/dcgm/changelog.d/18654.added b/dcgm/changelog.d/18654.added
deleted file mode 100644
index 9dc642be63322..0000000000000
--- a/dcgm/changelog.d/18654.added
+++ /dev/null
@@ -1 +0,0 @@
-Align OMv2 labels with kubernetes agent tags
diff --git a/dcgm/datadog_checks/dcgm/__about__.py b/dcgm/datadog_checks/dcgm/__about__.py
index 9d7317788718b..de4e5b0983497 100644
--- a/dcgm/datadog_checks/dcgm/__about__.py
+++ b/dcgm/datadog_checks/dcgm/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/ddev/CHANGELOG.md b/ddev/CHANGELOG.md
index e62be07677ab4..423e502adc0b3 100644
--- a/ddev/CHANGELOG.md
+++ b/ddev/CHANGELOG.md
@@ -2,6 +2,41 @@
 
 <!-- towncrier release notes start -->
 
+## 11.0.0 / 2024-12-09
+
+***Removed***:
+
+* Remove manifest validation call that calls deprecated endpoint ([#19208](https://github.com/DataDog/integrations-core/pull/19208))
+
+***Changed***:
+
+* Ddev now uses the macos-13 runner instead of macos-13 for the generated test matrix, because the macos-12 runner is being discontinued by microsoft. ([#19163](https://github.com/DataDog/integrations-core/pull/19163))
+
+***Added***:
+
+* Add unit names for bolívar digital ([#19051](https://github.com/DataDog/integrations-core/pull/19051))
+* Bump dependencies for checking and fixing code style ([#19126](https://github.com/DataDog/integrations-core/pull/19126))
+
+## 10.4.0 / 2024-11-13
+
+***Added***:
+
+* Add MIT-0 license ([#18936](https://github.com/DataDog/integrations-core/pull/18936))
+* Add units for all circulating currencies ([#18947](https://github.com/DataDog/integrations-core/pull/18947))
+* Bump `datadog_checks_dev` to 34.1.0 ([#19049](https://github.com/DataDog/integrations-core/pull/19049))
+
+***Fixed***:
+
+* Don't hardcode location of payload file in script that serves static OpenMetrics payloads. ([#18993](https://github.com/DataDog/integrations-core/pull/18993))
+
+## 10.3.0 / 2024-10-28
+
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+* add bit family as valid units ([#18845](https://github.com/DataDog/integrations-core/pull/18845))
+* Bumped datadog_checks_dev version to 34.0.0 ([#18918](https://github.com/DataDog/integrations-core/pull/18918))
+
 ## 10.2.0 / 2024-09-05
 
 ***Added***:
diff --git a/ddev/changelog.d/17353.added b/ddev/changelog.d/17353.added
new file mode 100644
index 0000000000000..f954084777bcd
--- /dev/null
+++ b/ddev/changelog.d/17353.added
@@ -0,0 +1 @@
+First version of helper for creating logs saved views.
diff --git a/ddev/changelog.d/17936.added b/ddev/changelog.d/17936.added
new file mode 100644
index 0000000000000..25c19f52d2856
--- /dev/null
+++ b/ddev/changelog.d/17936.added
@@ -0,0 +1 @@
+Add script to convert monitor export json into the JSON we can use
diff --git a/ddev/changelog.d/18207.added b/ddev/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ddev/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ddev/changelog.d/19179.security b/ddev/changelog.d/19179.security
new file mode 100644
index 0000000000000..e2819d1fafecd
--- /dev/null
+++ b/ddev/changelog.d/19179.security
@@ -0,0 +1 @@
+Add FIPS switch
diff --git a/ddev/changelog.d/19252.added b/ddev/changelog.d/19252.added
new file mode 100644
index 0000000000000..976e3f4bbada6
--- /dev/null
+++ b/ddev/changelog.d/19252.added
@@ -0,0 +1 @@
+Add decimal/binary specific byte units
diff --git a/ddev/pyproject.toml b/ddev/pyproject.toml
index 45765f43639e5..f69abfcad0b71 100644
--- a/ddev/pyproject.toml
+++ b/ddev/pyproject.toml
@@ -29,7 +29,7 @@ dependencies = [
     "click~=8.1.6",
     "coverage",
     "datadog-api-client==2.20.0",
-    "datadog-checks-dev[cli]~=33.1",
+    "datadog-checks-dev[cli]~=34.1",
     "hatch>=1.8.1",
     "httpx",
     "jsonpointer",
diff --git a/ddev/src/ddev/cli/meta/scripts/__init__.py b/ddev/src/ddev/cli/meta/scripts/__init__.py
index 2e8085a4bfc55..d70d059bee64c 100644
--- a/ddev/src/ddev/cli/meta/scripts/__init__.py
+++ b/ddev/src/ddev/cli/meta/scripts/__init__.py
@@ -7,6 +7,8 @@
 from datadog_checks.dev.tooling.commands.meta.scripts.remove_labels import remove_labels
 
 from ddev.cli.meta.scripts.generate_metrics import generate_metrics
+from ddev.cli.meta.scripts.monitor import monitor
+from ddev.cli.meta.scripts.saved_views import sv
 from ddev.cli.meta.scripts.serve_openmetrics_payload import serve_openmetrics_payload
 from ddev.cli.meta.scripts.upgrade_python import upgrade_python
 
@@ -24,3 +26,5 @@ def scripts():
 scripts.add_command(remove_labels)
 scripts.add_command(serve_openmetrics_payload)
 scripts.add_command(upgrade_python)
+scripts.add_command(sv)
+scripts.add_command(monitor)
diff --git a/ddev/src/ddev/cli/meta/scripts/monitor.py b/ddev/src/ddev/cli/meta/scripts/monitor.py
new file mode 100644
index 0000000000000..43bb3576f8e67
--- /dev/null
+++ b/ddev/src/ddev/cli/meta/scripts/monitor.py
@@ -0,0 +1,68 @@
+import copy
+
+import click
+
+DESCRIPTION_SEED = """\
+This monitor will alert you on XXX...
+
+- Define the problem stated by the title.
+- Answer why this is an issue worth alerting on.
+- Describe the impact of the problem.
+
+Official guidelines:
+https://docs.datadoghq.com/developers/integrations/create-an-integration-recommended-monitor/#description
+"""
+
+
+@click.group
+def monitor():
+    """
+    Work with monitors.
+    """
+
+
+def _edit(text):
+    edited = click.edit(text=text, require_save=False)
+    return "" if edited is None else edited
+
+
+def _drop_fields(exported):
+    x = copy.deepcopy(exported)
+    x.pop('id', None)
+    x['options'].pop('on_missing_data', None)
+    return x
+
+
+@monitor.command
+@click.argument("export_json", type=click.File())
+def create(export_json):
+    """
+    Create monitor spec from the JSON export of the monitor in the UI.
+
+    The exported monitor cannot be committed as-is, we have to rename, add, and drop some fields.
+
+    After you've copied the JSON in the UI you can either save it as a file or pipe it to STDIN:
+
+    \b
+    pbpaste | ddev meta monitor create -
+    """
+    import json
+    from datetime import date
+
+    exported = json.load(export_json)
+    today = date.today().isoformat()
+    wrangled = {
+        "version": 2,
+        "created_at": today,
+        "last_updated_at": today,
+        "title": _edit(text=exported["name"]).strip(),
+        "description": _edit(text=DESCRIPTION_SEED).strip(),
+        "tags": exported["tags"],
+        "definition": _drop_fields(exported),
+    }
+    click.echo(
+        json.dumps(
+            wrangled,
+            indent=2,
+        )
+    )
diff --git a/ddev/src/ddev/cli/meta/scripts/saved_views.py b/ddev/src/ddev/cli/meta/scripts/saved_views.py
new file mode 100644
index 0000000000000..be44a5dabc0e0
--- /dev/null
+++ b/ddev/src/ddev/cli/meta/scripts/saved_views.py
@@ -0,0 +1,74 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import json
+import webbrowser
+from urllib.parse import parse_qs, urlparse
+
+import click
+
+TIP = """
+We're about to open JSON definition of the saved view in your browser. Copy the JSON on that page and paste at
+the prompt. Hit any key to continue.
+"""
+
+
+def _convert_options(api_options):
+    stream = api_options["stream"]
+    asset_options = {
+        "columns": stream["columns"],
+    }
+    for old_f, new_f in {
+        "showDateColumn": "show_date_column",
+        "showMessageColumn": "show_message_column",
+        "messageDisplay": "message_display",
+        "showTimeline": "show_timeline",
+    }.items():
+        if old_f in stream:
+            asset_options[new_f] = stream[old_f]
+
+    return asset_options
+
+
+def convert_to_asset(sv_json):
+    """
+    Take saved view json from the API and convert it to an asset definition.
+    """
+    asset_def = {}
+    logs_view = sv_json["logs_view"]
+
+    keep_as_is = (
+        "name",
+        "type",
+        "page",
+    )
+    for f in keep_as_is:
+        asset_def[f] = logs_view[f]
+
+    renames = {"search": "query", "facets": "visible_facets"}
+    for old_f, new_f in renames.items():
+        asset_def[new_f] = logs_view[old_f]
+    asset_def["options"] = _convert_options(logs_view["options"])
+    asset_def["timerange"] = {"interval_ms": logs_view["timerange"]["interval"]}
+    return asset_def
+
+
+@click.command()
+@click.argument('saved_view_permalink', type=str)
+def sv(saved_view_permalink):
+    """
+    Helper for working with Logs Saved Views.
+
+    Accepts a permalink to a saved view, then guides you towards creating an asset definition in JSON.
+
+    VERY EARLY VERSION, MAKE SURE TO CHECK --help FOR CHANGES BEFORE USING.
+    """
+    parsed_url = urlparse(saved_view_permalink)
+    # urllib parses query values as lists, so we must take the first (and only) element as the ID.
+    sv_id = parse_qs(parsed_url.query)['saved-view-id'][0]
+    json_url = parsed_url._replace(path=f"/api/v1/logs/views/{sv_id}", query='').geturl()
+    input(TIP)
+    webbrowser.open(json_url)
+    sv_json = json.loads(click.prompt(text="Paste your JSON here, then hit ENTER ", prompt_suffix="> "))
+
+    click.echo(json.dumps(convert_to_asset(sv_json), indent=2, sort_keys=True))
diff --git a/ddev/src/ddev/cli/meta/scripts/scripts/serve.py b/ddev/src/ddev/cli/meta/scripts/scripts/serve.py
index f96970a07de6c..c47bd7c82a136 100644
--- a/ddev/src/ddev/cli/meta/scripts/scripts/serve.py
+++ b/ddev/src/ddev/cli/meta/scripts/scripts/serve.py
@@ -33,7 +33,7 @@ def do_GET(self):
         self.send_response(200)
         self.send_header('Content-Type', CONTENT_TYPE)
         self.end_headers()
-        with open(f"/tmp/{self.payloads[current_payload]}", 'rb') as f:
+        with open(self.payloads[current_payload], 'rb') as f:
             self.wfile.write(f.read())
 
         # Otherwise we keep using the last one
diff --git a/ddev/src/ddev/cli/test/__init__.py b/ddev/src/ddev/cli/test/__init__.py
index 41e5bc66707b0..8f6341c081592 100644
--- a/ddev/src/ddev/cli/test/__init__.py
+++ b/ddev/src/ddev/cli/test/__init__.py
@@ -91,7 +91,6 @@ def test(
     import os
     import sys
 
-    from ddev.repo.constants import PYTHON_VERSION
     from ddev.testing.constants import EndToEndEnvVars, TestEnvVars
     from ddev.testing.hatch import get_hatch_env_vars
     from ddev.utils.ci import running_in_ci
@@ -238,18 +237,11 @@ def test(
 
         if standard_tests:
             if ddtrace and (target.is_integration or target.name == 'datadog_checks_base'):
-                # TODO: remove this once we drop Python 2
-                if app.platform.windows and (
-                    (python_filter and python_filter != PYTHON_VERSION)
-                    or not all(env_name.startswith('py3') for env_name in chosen_environments)
-                ):
-                    app.display_warning('Tracing is only supported on Python 3 on Windows')
-                else:
-                    command.append('--ddtrace')
-                    env_vars['DDEV_TRACE_ENABLED'] = 'true'
-                    env_vars['DD_PROFILING_ENABLED'] = 'true'
-                    env_vars['DD_SERVICE'] = os.environ.get('DD_SERVICE', 'ddev-integrations')
-                    env_vars['DD_ENV'] = os.environ.get('DD_ENV', 'ddev-integrations')
+                command.append('--ddtrace')
+                env_vars['DDEV_TRACE_ENABLED'] = 'true'
+                env_vars['DD_PROFILING_ENABLED'] = 'true'
+                env_vars['DD_SERVICE'] = os.environ.get('DD_SERVICE', 'ddev-integrations')
+                env_vars['DD_ENV'] = os.environ.get('DD_ENV', 'ddev-integrations')
 
             if junit:
                 # In order to handle multiple environments the report files must contain the environment name.
diff --git a/ddev/src/ddev/cli/validate/__init__.py b/ddev/src/ddev/cli/validate/__init__.py
index 95b2afaa0f721..5865a9ba66c7b 100644
--- a/ddev/src/ddev/cli/validate/__init__.py
+++ b/ddev/src/ddev/cli/validate/__init__.py
@@ -25,7 +25,6 @@
 from ddev.cli.validate.http import http
 from ddev.cli.validate.labeler import labeler
 from ddev.cli.validate.licenses import licenses
-from ddev.cli.validate.manifest import manifest
 from ddev.cli.validate.metadata import metadata
 from ddev.cli.validate.openmetrics import openmetrics
 from ddev.cli.validate.version import version
@@ -54,7 +53,6 @@ def validate():
 validate.add_command(legacy_signature)
 validate.add_command(license_headers)
 validate.add_command(licenses)
-validate.add_command(manifest)
 validate.add_command(metadata)
 validate.add_command(models)
 validate.add_command(openmetrics)
diff --git a/ddev/src/ddev/cli/validate/licenses_utils.py b/ddev/src/ddev/cli/validate/licenses_utils.py
index f49729e9d66d4..aa6364eedb605 100644
--- a/ddev/src/ddev/cli/validate/licenses_utils.py
+++ b/ddev/src/ddev/cli/validate/licenses_utils.py
@@ -19,6 +19,7 @@
     'new bsd license': 'BSD-3-Clause',
     'license.bsd3': 'BSD-3-Clause',
     'mit license': 'MIT',
+    'mit-0 license': 'MIT-0',
     'psf': 'PSF',
     'psf license': 'PSF',
     'python software foundation license': 'PSF',
@@ -55,6 +56,7 @@
     'GNU Lesser General Public License v3 (LGPLv3)': 'LGPL-3.0-only',
     'GNU Lesser General Public License v3 or later (LGPLv3+)': 'LGPL-3.0-or-later',
     'MIT License': 'MIT',
+    'MIT No Attribution License (MIT-0)': 'MIT-0',
     'Mozilla Public License 1.0 (MPL)': 'MPL-1.0',
     'Mozilla Public License 1.1 (MPL 1.1)': 'MPL-1.1',
     'Mozilla Public License 2.0 (MPL 2.0)': 'MPL-2.0',
diff --git a/ddev/src/ddev/cli/validate/manifest.py b/ddev/src/ddev/cli/validate/manifest.py
deleted file mode 100644
index cf8acdae216dc..0000000000000
--- a/ddev/src/ddev/cli/validate/manifest.py
+++ /dev/null
@@ -1,49 +0,0 @@
-# (C) Datadog, Inc. 2022-present
-# All rights reserved
-# Licensed under a 3-clause BSD style license (see LICENSE)
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-import click
-
-if TYPE_CHECKING:
-    from ddev.cli.application import Application
-
-
-@click.command(short_help='Validate integration manifests')
-@click.argument('integrations', nargs=-1)
-@click.pass_context
-def manifest(ctx: click.Context, integrations: tuple[str, ...]):
-    """Validate integration manifests."""
-    import httpx
-
-    app: Application = ctx.obj
-    validation_tracker = app.create_validation_tracker('Manifests')
-
-    dd_url = app.config.org.config.get('dd_url', '')
-    if not dd_url:
-        app.abort(f'No `dd_url` has been set for org `{app.config.org.name}`')
-
-    validation_endpoint = f'{dd_url}/api/beta/apps/manifest/validate'
-
-    for integration in app.repo.integrations.iter(integrations):
-        payload = {'data': {'type': 'app_manifest', 'attributes': integration.manifest.get('')}}
-
-        try:
-            response = httpx.post(validation_endpoint, json=payload)
-
-            if response.status_code == 400:
-                for error in response.json()['errors']:
-                    validation_tracker.error((integration.display_name, 'manifest.json'), message=error)
-            else:
-                response.raise_for_status()
-                validation_tracker.success()
-        except Exception as e:
-            validation_tracker.error((integration.display_name, 'manifest.json'), message=str(e))
-
-    if validation_tracker.errors:
-        validation_tracker.display()
-        app.abort()
-
-    validation_tracker.display()
diff --git a/ddev/src/ddev/cli/validate/metadata_utils.py b/ddev/src/ddev/cli/validate/metadata_utils.py
index 67565efa14dd5..87eeebf6ce7e4 100644
--- a/ddev/src/ddev/cli/validate/metadata_utils.py
+++ b/ddev/src/ddev/cli/validate/metadata_utils.py
@@ -221,6 +221,181 @@
     'joule',
     'kilojoule',
     'megajoule',
+    "bit_in_bits_family",
+    "byte_in_bits_family",
+    "kilobit",
+    "megabit",
+    "gigabit",
+    "terabit",
+    "petabit",
+    "exabit",
+    "afghani",
+    "lek",
+    "algerian dinar",
+    "kwanza",
+    "east caribbean dollar",
+    "argentine peso",
+    "armenian dram",
+    "aruban florin",
+    "australian dollar",
+    "azerbaijan manat",
+    "bahamian dollar",
+    "bahraini dinar",
+    "taka",
+    "barbados dollar",
+    "belarusian ruble",
+    "belize dollar",
+    "cfa franc bceao",
+    "bermudian dollar",
+    "indian rupee",
+    "ngultrum",
+    "boliviano",
+    "mvdol",
+    "convertible mark",
+    "pula",
+    "norwegian krone",
+    "brazilian real",
+    "brunei dollar",
+    "bulgarian lev",
+    "burundi franc",
+    "cabo verde escudo",
+    "riel",
+    "cfa franc beac",
+    "canadian dollar",
+    "cayman islands dollar",
+    "chilean peso",
+    "unidad de fomento",
+    "yuan renminbi",
+    "colombian peso",
+    "unidad de valor real",
+    "comorian franc",
+    "congolese franc",
+    "new zealand dollar",
+    "costa rican colon",
+    "cuban peso",
+    "convertible peso",
+    "netherlands antillean guilder",
+    "czech koruna",
+    "danish krone",
+    "djibouti franc",
+    "dominican peso",
+    "egyptian pound",
+    "el salvador colón",
+    "nakfa",
+    "lilangeni",
+    "ethiopian birr",
+    "falkland islands pound",
+    "fiji dollar",
+    "cfp franc",
+    "dalasi",
+    "lari",
+    "ghana cedi",
+    "gibraltar pound",
+    "quetzal",
+    "guinean franc",
+    "guyana dollar",
+    "gourde",
+    "lempira",
+    "hong kong dollar",
+    "forint",
+    "iceland króna",
+    "rupiah",
+    "iranian rial",
+    "iraqi dinar",
+    "new israeli sheqel",
+    "jamaican dollar",
+    "jordanian dinar",
+    "tenge",
+    "kenyan shilling",
+    "north korean won",
+    "won",
+    "kuwaiti dinar",
+    "som",
+    "lao kip",
+    "lebanese pound",
+    "loti",
+    "rand",
+    "liberian dollar",
+    "libyan dinar",
+    "swiss franc",
+    "pataca",
+    "denar",
+    "malagasy ariary",
+    "malawi kwacha",
+    "malaysian ringgit",
+    "rufiyaa",
+    "ouguiya",
+    "mauritius rupee",
+    "mexican peso",
+    "mexican unidad de inversion (udi)",
+    "moldovan leu",
+    "tugrik",
+    "moroccan dirham",
+    "mozambique metical",
+    "kyat",
+    "namibia dollar",
+    "nepalese rupee",
+    "córdoba oro",
+    "naira",
+    "omani rial",
+    "pakistan rupee",
+    "balboa",
+    "kina",
+    "guaraní",
+    "sol",
+    "philippine peso",
+    "złoty",
+    "qatari rial",
+    "romanian leu",
+    "russian ruble",
+    "rwanda franc",
+    "saint helena pound",
+    "tālā",
+    "dobra",
+    "saudi riyal",
+    "serbian dinar",
+    "seychelles rupee",
+    "leone",
+    "singapore dollar",
+    "sucre",
+    "solomon islands dollar",
+    "somali shilling",
+    "south sudanese pound",
+    "sri lanka rupee",
+    "sudanese pound",
+    "surinam dollar",
+    "swedish krona",
+    "wir euro",
+    "wir franc",
+    "syrian pound",
+    "new taiwan dollar",
+    "somoni",
+    "tanzanian shilling",
+    "baht",
+    "pa’anga",
+    "trinidad and tobago dollar",
+    "tunisian dinar",
+    "turkish lira",
+    "new turkmen manat",
+    "uganda shilling",
+    "hryvnia",
+    "uae dirham",
+    "us dollar (next day)",
+    "peso uruguayo",
+    "uruguayo peso en unidades indexadas (ui)",
+    "unidad previsional",
+    "uzbekistan sum",
+    "vatu",
+    "bolívar soberano",
+    "bolívar digital",
+    "đồng",
+    "yemeni rial",
+    "zambian kwacha",
+    "zimbabwe gold",
+    "bit_in_decimal_bytes_family",
+    "byte_in_decimal_bytes_family",
+    "bit_in_binary_bytes_family",
+    "byte_in_binary_bytes_family",
 }
 
 ALLOWED_PREFIXES = ('system.', 'jvm.', 'http.', 'datadog.', 'sftp.', 'process.', 'runtime.', 'otelcol_')
diff --git a/ddev/src/ddev/e2e/agent/docker.py b/ddev/src/ddev/e2e/agent/docker.py
index b5a1048dcd29e..206d4e2bbc1ee 100644
--- a/ddev/src/ddev/e2e/agent/docker.py
+++ b/ddev/src/ddev/e2e/agent/docker.py
@@ -113,7 +113,12 @@ def start(self, *, agent_build: str, local_packages: dict[Path, str], env_vars:
 
         if agent_build.startswith("datadog/"):
             # Add a potentially missing `py` suffix for default non-RC builds
-            if 'rc' not in agent_build and 'py' not in agent_build and not re.match(AGENT_VERSION_REGEX, agent_build):
+            if (
+                'rc' not in agent_build
+                and 'py' not in agent_build
+                and 'fips' not in agent_build
+                and not re.match(AGENT_VERSION_REGEX, agent_build)
+            ):
                 agent_build = f'{agent_build}-py{self.python_version[0]}'
 
             if self.metadata.get('use_jmx') and not agent_build.endswith('-jmx'):
@@ -139,14 +144,6 @@ def start(self, *, agent_build: str, local_packages: dict[Path, str], env_vars:
         env_vars[AgentEnvVars.TELEMETRY_ENABLED] = '1'
         env_vars[AgentEnvVars.EXPVAR_PORT] = '5000'
 
-        # TODO: Remove this when Python 2 support is removed
-        #
-        # Don't write .pyc, needed to fix this issue (only Python 2):
-        # More info: https://github.com/DataDog/integrations-core/pull/5454
-        # When reinstalling a package, .pyc are not cleaned correctly. The issue is fixed by not writing them
-        # in the first place.
-        env_vars['PYTHONDONTWRITEBYTECODE'] = '1'
-
         if (proxy_data := self.metadata.get('proxy')) is not None:
             if (http_proxy := proxy_data.get('http')) is not None:
                 env_vars[AgentEnvVars.PROXY_HTTP] = http_proxy
diff --git a/ddev/src/ddev/e2e/run.py b/ddev/src/ddev/e2e/run.py
index 36ac9522b7480..7e0858a30254a 100644
--- a/ddev/src/ddev/e2e/run.py
+++ b/ddev/src/ddev/e2e/run.py
@@ -28,7 +28,7 @@ def stop(self) -> Generator[list[str], None, None]:
             yield self._base_command()
 
     def _base_command(self) -> list[str]:
-        command = [
+        return [
             sys.executable,
             '-m',
             'hatch',
@@ -43,9 +43,5 @@ def _base_command(self) -> list[str]:
             '--exitfirst',
             # We need -2 verbosity and by default the test command sets the verbosity to +2
             '-qqqq',
+            '--no-header',
         ]
-        # TODO: always use this flag when we drop support for Python 2
-        if not self.__env.startswith('py2'):
-            command.append('--no-header')
-
-        return command
diff --git a/ddev/src/ddev/plugin/external/hatch/environment_collector.py b/ddev/src/ddev/plugin/external/hatch/environment_collector.py
index 32206fc71b7e8..d6be21adbf91a 100644
--- a/ddev/src/ddev/plugin/external/hatch/environment_collector.py
+++ b/ddev/src/ddev/plugin/external/hatch/environment_collector.py
@@ -46,11 +46,11 @@ def check_types(self):
 
     @cached_property
     def mypy_args(self):
-        return self.config.get('mypy-args', [])
+        return self.config.get('mypy-args', []) + ['--install-types', '--non-interactive']
 
     @cached_property
     def mypy_deps(self):
-        return self.config.get('mypy-deps', [])
+        return self.config.get('mypy-deps', []) + ['mypy']
 
     @cached_property
     def test_package_install_command(self):
@@ -144,8 +144,8 @@ def get_initial_config(self):
             },
             # We pin deps in order to make CI more stable/reliable.
             'dependencies': [
-                'black==24.2.0',
-                'ruff==0.3.3',
+                'black==24.10.0',
+                'ruff==0.8.0',
                 # Keep in sync with: /datadog_checks_base/pyproject.toml
                 'pydantic==2.7.3',
             ],
@@ -157,19 +157,6 @@ def get_initial_config(self):
                 f'mypy --config-file=../pyproject.toml {" ".join(self.mypy_args)}'.rstrip()
             ]
             lint_env['scripts']['all'].append('typing')
-            lint_env['dependencies'].extend(
-                [
-                    # TODO: remove extra when we drop Python 2
-                    'mypy[python2]==0.910; python_version<"3"',
-                    'mypy[python2]==1.3.0; python_version>"3"',
-                    # TODO: remove these when drop Python 2 and replace with --install-types --non-interactive
-                    'types-python-dateutil==2.8.2',
-                    'types-pyyaml==5.4.10',
-                    'types-requests==2.25.11',
-                    'types-simplejson==3.17.5',
-                    'types-six==1.16.2',
-                ]
-            )
             lint_env['dependencies'].extend(self.mypy_deps)
 
         return config
diff --git a/ddev/src/ddev/utils/scripts/ci_matrix.py b/ddev/src/ddev/utils/scripts/ci_matrix.py
index 2c9da736a53c9..04895dbcfa991 100644
--- a/ddev/src/ddev/utils/scripts/ci_matrix.py
+++ b/ddev/src/ddev/utils/scripts/ci_matrix.py
@@ -74,8 +74,8 @@
     'linux': __plat('Linux', 'ubuntu-22.04'),
     # https://github.com/actions/runner-images/blob/main/images/win/Windows2022-Readme.md
     'windows': __plat('Windows', 'windows-2022'),
-    # https://github.com/actions/runner-images/blob/main/images/macos/macos-12-Readme.md
-    'macos': __plat('macOS', 'macos-12'),
+    # https://github.com/actions/runner-images/blob/main/images/macos/macos-13-Readme.md
+    'macos': __plat('macOS', 'macos-13'),
 }
 
 
diff --git a/ddev/tests/cli/test/test_test.py b/ddev/tests/cli/test/test_test.py
index 090e252cd5c95..d2156909526af 100644
--- a/ddev/tests/cli/test/test_test.py
+++ b/ddev/tests/cli/test/test_test.py
@@ -743,44 +743,6 @@ def test_windows_only_python3(self, ddev, helpers, mocker):
         assert env_vars['DD_SERVICE'] == 'ddev-integrations'
         assert env_vars['DD_ENV'] == 'ddev-integrations'
 
-    @pytest.mark.requires_windows
-    def test_windows_possible_python2(self, ddev, helpers, mocker):
-        env_vars = {}
-        run = mocker.patch(
-            'subprocess.run',
-            side_effect=lambda *args, **kwargs: env_vars.update(os.environ) or mocker.MagicMock(returncode=0),
-        )
-
-        result = ddev('test', 'postgres', '--ddtrace')
-
-        assert result.exit_code == 0, result.output
-        assert result.output == helpers.dedent(
-            """
-            ─────────────────────────────────── Postgres ───────────────────────────────────
-            Tracing is only supported on Python 3 on Windows
-            """
-        )
-
-        assert run.call_args_list == [
-            mocker.call(
-                [
-                    sys.executable,
-                    '-m',
-                    'hatch',
-                    'env',
-                    'run',
-                    '--ignore-compat',
-                    '--',
-                    'test',
-                    '--tb',
-                    'short',
-                ],
-                shell=False,
-            )
-        ]
-        assert 'DD_SERVICE' not in env_vars
-        assert 'DD_ENV' not in env_vars
-
 
 class TestMemray:
     @pytest.mark.requires_unix
diff --git a/ddev/tests/cli/validate/test_manifest.py b/ddev/tests/cli/validate/test_manifest.py
deleted file mode 100644
index 5f5eb2084bc36..0000000000000
--- a/ddev/tests/cli/validate/test_manifest.py
+++ /dev/null
@@ -1,97 +0,0 @@
-# (C) Datadog, Inc. 2022-present
-# All rights reserved
-# Licensed under a 3-clause BSD style license (see LICENSE)
-import json
-
-import pytest
-
-from ddev.utils.structures import EnvVars
-
-
-@pytest.fixture(scope='module', autouse=True)
-def terminal_width():
-    with EnvVars({'COLUMNS': '200'}):
-        yield
-
-
-def test_no_dd_url(ddev, helpers, config_file):
-    config_file.model.orgs['default']['dd_url'] = ''
-    config_file.save()
-
-    result = ddev('validate', 'manifest', 'disk')
-
-    assert result.exit_code == 1, result.output
-    assert result.output == helpers.dedent(
-        """
-        No `dd_url` has been set for org `default`
-        """
-    )
-
-
-def test_error_single_integration(ddev, repository, helpers, network_replay):
-    network_replay('manifest/missing_app_uuid.yaml', record_mode='none')
-
-    check = 'mongo'
-    manifest_file = repository.path / check / 'manifest.json'
-    manifest = json.loads(manifest_file.read_text())
-    del manifest['app_uuid']
-    manifest_file.write_text(json.dumps(manifest))
-
-    result = ddev('validate', 'manifest', check)
-
-    assert result.exit_code == 1, result.output
-    assert helpers.remove_trailing_spaces(result.output) == helpers.dedent(
-        """
-        Manifests
-        └── MongoDB
-            └── manifest.json
-
-                API input validation failed: {'app_uuid': [u'Missing data for required field.']}
-
-        Errors: 1
-        """
-    )
-
-
-def test_error_multiple_integrations(ddev, repository, helpers, network_replay):
-    network_replay('manifest/missing_app_uuid.yaml', record_mode='none')
-
-    for check in ('mongo', 'vsphere'):
-        manifest_file = repository.path / check / 'manifest.json'
-        manifest = json.loads(manifest_file.read_text())
-        del manifest['app_uuid']
-        manifest_file.write_text(json.dumps(manifest))
-
-    result = ddev('validate', 'manifest')
-
-    assert result.exit_code == 1, result.output
-    assert helpers.remove_trailing_spaces(result.output) == helpers.dedent(
-        """
-        Manifests
-        ├── MongoDB
-        │   └── manifest.json
-        │
-        │       API input validation failed: {'app_uuid': [u'Missing data for required field.']}
-        └── vSphere
-            └── manifest.json
-
-                API input validation failed: {'app_uuid': [u'Missing data for required field.']}
-
-        Errors: 2
-        """
-    )
-
-
-def test_passing(ddev, helpers, network_replay):
-    network_replay('manifest/success.yaml', record_mode='none')
-
-    result = ddev('validate', 'manifest', 'postgres')
-
-    assert result.exit_code == 0, result.output
-    assert helpers.remove_trailing_spaces(result.output) == helpers.dedent(
-        """
-        Manifests
-
-        Passed: 1
-        """
-    )
diff --git a/ddev/tests/e2e/agent/test_docker.py b/ddev/tests/e2e/agent/test_docker.py
index 0c6959cc09735..1b411c7791fb7 100644
--- a/ddev/tests/e2e/agent/test_docker.py
+++ b/ddev/tests/e2e/agent/test_docker.py
@@ -118,8 +118,6 @@ def test_agent_build(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     agent_image,
                 ],
                 shell=False,
@@ -184,8 +182,6 @@ def test_env_vars(
                     'DD_LOGS_ENABLED=true',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -238,8 +234,6 @@ def test_no_config_file(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -294,8 +288,6 @@ def test_windows_container(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -357,8 +349,6 @@ def test_docker_volumes_linux(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -422,8 +412,6 @@ def test_docker_volumes_windows_running_linux(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -481,8 +469,6 @@ def test_docker_volumes_windows_running_windows(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -545,8 +531,6 @@ def test_retry_pull_image(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -605,8 +589,6 @@ def test_custom_hosts(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     '--add-host',
                     'host2:127.0.0.1',
                     '--add-host',
@@ -671,8 +653,6 @@ def test_dogstatsd_port(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     '-p',
                     '9000:9000/udp',
                     'datadog/agent-dev:master-py3',
@@ -737,8 +717,6 @@ def test_proxies(
                     'DD_PROXY_HTTPS=https://localhost:4443',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -797,8 +775,6 @@ def test_start_commands(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -864,8 +840,6 @@ def test_post_install_commands(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -933,8 +907,6 @@ def test_local_packages_linux_container(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -1012,8 +984,6 @@ def test_local_packages_windows_container(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
@@ -1095,8 +1065,6 @@ def test_all_post_run_logic(
                     f'DD_HOSTNAME={default_hostname}',
                     '-e',
                     'DD_TELEMETRY_ENABLED=1',
-                    '-e',
-                    'PYTHONDONTWRITEBYTECODE=1',
                     'datadog/agent-dev:master-py3',
                 ],
                 shell=False,
diff --git a/ddev/tests/e2e/test_run.py b/ddev/tests/e2e/test_run.py
index cfd7c88d11729..dd14536a58b86 100644
--- a/ddev/tests/e2e/test_run.py
+++ b/ddev/tests/e2e/test_run.py
@@ -33,11 +33,6 @@ def _trigger_command(env: str) -> list[str]:
     return _trigger_command
 
 
-@pytest.fixture(scope='module')
-def trigger_command_py2(trigger_command) -> list[str]:
-    return lambda env: trigger_command(env)[:-1]
-
-
 class TestE2EEnvironmentRunner:
     def test_start(self, trigger_command) -> None:
         old_env_vars = dict(os.environ)
@@ -49,16 +44,6 @@ def test_start(self, trigger_command) -> None:
             assert set(new_env_vars) - set(old_env_vars) == {E2EEnvVars.TEAR_DOWN}
             assert new_env_vars[E2EEnvVars.TEAR_DOWN] == 'false'
 
-    def test_start_py2(self, trigger_command_py2) -> None:
-        old_env_vars = dict(os.environ)
-        runner = E2EEnvironmentRunner('py2.7', 0)
-        with runner.start() as command:
-            new_env_vars = dict(os.environ)
-
-            assert command == trigger_command_py2('py2.7')
-            assert set(new_env_vars) - set(old_env_vars) == {E2EEnvVars.TEAR_DOWN}
-            assert new_env_vars[E2EEnvVars.TEAR_DOWN] == 'false'
-
     def test_stop(self, trigger_command) -> None:
         old_env_vars = dict(os.environ)
         runner = E2EEnvironmentRunner('py3.11', 0)
@@ -69,16 +54,6 @@ def test_stop(self, trigger_command) -> None:
             assert set(new_env_vars) - set(old_env_vars) == {E2EEnvVars.SET_UP}
             assert new_env_vars[E2EEnvVars.SET_UP] == 'false'
 
-    def test_stop_py2(self, trigger_command_py2) -> None:
-        old_env_vars = dict(os.environ)
-        runner = E2EEnvironmentRunner('py2.7', 0)
-        with runner.stop() as command:
-            new_env_vars = dict(os.environ)
-
-            assert command == trigger_command_py2('py2.7')
-            assert set(new_env_vars) - set(old_env_vars) == {E2EEnvVars.SET_UP}
-            assert new_env_vars[E2EEnvVars.SET_UP] == 'false'
-
     def test_verbosity(self, trigger_command) -> None:
         old_env_vars = dict(os.environ)
         runner = E2EEnvironmentRunner('py3.11', 1)
diff --git a/directory/CHANGELOG.md b/directory/CHANGELOG.md
index 0340af23dfbfc..99c1e1e78a858 100644
--- a/directory/CHANGELOG.md
+++ b/directory/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-02-16 / Agent 7.52.0
 
 ***Fixed***:
diff --git a/directory/changelog.d/18207.added b/directory/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/directory/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/directory/changelog.d/18580.removed b/directory/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/directory/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/directory/changelog.d/18617.fixed b/directory/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/directory/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/directory/datadog_checks/directory/__about__.py b/directory/datadog_checks/directory/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/directory/datadog_checks/directory/__about__.py
+++ b/directory/datadog_checks/directory/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/disk/CHANGELOG.md b/disk/CHANGELOG.md
index ddab856c8fabc..d3b96a84d2716 100644
--- a/disk/CHANGELOG.md
+++ b/disk/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 5.4.0 / 2024-09-05
diff --git a/disk/changelog.d/18207.added b/disk/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/disk/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/disk/changelog.d/18580.removed b/disk/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/disk/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/disk/changelog.d/18617.fixed b/disk/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/disk/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/disk/datadog_checks/disk/__about__.py b/disk/datadog_checks/disk/__about__.py
index 91262416e46c9..18882fdf3298a 100644
--- a/disk/datadog_checks/disk/__about__.py
+++ b/disk/datadog_checks/disk/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "6.0.0"
+__version__ = "7.0.0"
diff --git a/dns_check/CHANGELOG.md b/dns_check/CHANGELOG.md
index cf8f4513f8560..a5883d23c66c8 100644
--- a/dns_check/CHANGELOG.md
+++ b/dns_check/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.1 / 2024-12-26
+
+***Fixed***:
+
+* Move timing to be more precise with calculating response times ([#19276](https://github.com/DataDog/integrations-core/pull/19276))
+
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.0 / 2024-03-22 / Agent 7.53.0
 
 ***Added***:
diff --git a/dns_check/changelog.d/18207.added b/dns_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/dns_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/dns_check/changelog.d/18580.removed b/dns_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/dns_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/dns_check/changelog.d/18617.fixed b/dns_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/dns_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/dns_check/datadog_checks/dns_check/__about__.py b/dns_check/datadog_checks/dns_check/__about__.py
index c25988b9e6d8b..8c33f486fe48a 100644
--- a/dns_check/datadog_checks/dns_check/__about__.py
+++ b/dns_check/datadog_checks/dns_check/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.1'
diff --git a/dns_check/datadog_checks/dns_check/dns_check.py b/dns_check/datadog_checks/dns_check/dns_check.py
index e6c7598e23a9b..7b02dea7f5256 100644
--- a/dns_check/datadog_checks/dns_check/dns_check.py
+++ b/dns_check/datadog_checks/dns_check/dns_check.py
@@ -62,29 +62,30 @@ def _get_resolver(self):
         return resolver
 
     def check(self, _):
-        resolver = self._get_resolver()
-
         # Perform the DNS query, and report its duration as a gauge
-        t0 = get_precise_time()
+        resolver = self._get_resolver()
 
         try:
             self.log.debug('Querying "%s" record for hostname "%s"...', self.record_type, self.hostname)
             if self.record_type == "NXDOMAIN":
                 try:
+                    t0 = get_precise_time()
                     resolver.query(self.hostname)
                 except dns.resolver.NXDOMAIN:
-                    pass
+                    # Timing here to get the time it takes for us to get the NXDOMAIN Exception
+                    response_time = get_precise_time() - t0
                 else:
                     raise AssertionError("Expected an NXDOMAIN, got a result.")
             else:
+                t0 = get_precise_time()
                 answer = resolver.query(self.hostname, rdtype=self.record_type)  # dns.resolver.Answer
+                response_time = get_precise_time() - t0
+
                 assert any(it.to_text() for it in answer.rrset.items)
 
                 if self.resolves_as_ips:
                     self._check_answer(answer)
 
-            response_time = get_precise_time() - t0
-
         except dns.exception.Timeout:
             self.log.error('DNS resolution of %s timed out', self.hostname)
             self.report_as_service_check(AgentCheck.CRITICAL, 'DNS resolution of {} timed out'.format(self.hostname))
diff --git a/docs/developer/guidelines/dashboards.md b/docs/developer/guidelines/dashboards.md
index 4b355ff0d9e91..eae2d680311eb 100644
--- a/docs/developer/guidelines/dashboards.md
+++ b/docs/developer/guidelines/dashboards.md
@@ -96,7 +96,7 @@ A dashboard that follows best practices helps users consume data quickly. Best p
 1. If log collection is enabled, make a *Logs* group. Insert a timeseries widget showing a bar graph of logs by status over time. Also include a log stream of logs with the "Error" or "Critical" status.
 
 !!! tip
-        Consider turning groups into powerpacks if they appear repeatedly in dashboards irrespective of the integration type, so that you can insert the entire group with the correct formatting with a few clicks rather than adding the same widgets from scratch each time.
+      Consider turning groups into powerpacks if they appear repeatedly in dashboards irrespective of the integration type, so that you can insert the entire group with the correct formatting with a few clicks rather than adding the same widgets from scratch each time.
 
 ### Design Guidelines
 
diff --git a/docs/developer/meta/ci/testing.md b/docs/developer/meta/ci/testing.md
index 3377cdfb58406..f514b07df4f89 100644
--- a/docs/developer/meta/ci/testing.md
+++ b/docs/developer/meta/ci/testing.md
@@ -113,7 +113,7 @@ Configuration for targets [lives](https://github.com/DataDog/integrations-core/b
 | --- | --- | --- |
 | Linux | `linux` | [Ubuntu 22.04](https://github.com/actions/runner-images/blob/main/images/linux/Ubuntu2204-Readme.md) |
 | Windows | `windows` | [Windows Server 2022](https://github.com/actions/runner-images/blob/main/images/win/Windows2022-Readme.md) |
-| macOS | `macos` | [macOS 12](https://github.com/actions/runner-images/blob/main/images/macos/macos-12-Readme.md) |
+| macOS | `macos` | [macOS 13](https://github.com/actions/runner-images/blob/main/images/macos/macos-13-Readme.md) |
 
 If an integration's `manifest.json` indicates that the only supported platform is Windows then that will be used to run tests, otherwise they will run on Linux.
 
diff --git a/docs/developer/setup.md b/docs/developer/setup.md
index ad1a7b8d980a5..1ea15d3d1532c 100644
--- a/docs/developer/setup.md
+++ b/docs/developer/setup.md
@@ -96,8 +96,11 @@ To install certain command line tools, you'll need [pipx](https://github.com/pyp
 
     ```
     python -m pip install --user pipx
+    python -m pipx ensurepath
     ```
 
+    After that, restart your shell or reload the PATH enviroment variable (`source ~/.bashrc` if you're using bash).
+
     Verify successful `PATH` modification:
 
     ```
@@ -223,7 +226,8 @@ After downloading the archive corresponding to your platform and architecture, e
     ```
     pipx install ddev
     ```
-
+    After that, restart your shell or reload the PATH enviroment variable (`source ~/.bashrc` if you're using bash).
+    
     !!! warning
         Do not use `sudo` as it may result in a broken installation!
 
@@ -292,11 +296,10 @@ Upon the first invocation, `ddev` will create its [config file](ddev/configurati
 You will need to set the location of each cloned repository:
 
 ```
-ddev config set <REPO> /path/to/integrations-<REPO>
+ddev config set repos.core /path/to/integrations-core
+ddev config set repos.extras /path/to/integrations-extras
 ```
 
-The `<REPO>` may be either `core` or `extras`.
-
 By default, the repo `core` will be the target of all commands. If you want to switch to `integrations-extras`, run:
 
 ```
diff --git a/docusign/README.md b/docusign/README.md
index f5e8f7d114b2e..b7b3c17ab37fb 100644
--- a/docusign/README.md
+++ b/docusign/README.md
@@ -4,31 +4,106 @@
 
 [Docusign][1] is a digital transaction management service that provides electronic signature technology, allowing users to sign, send, and manage documents securely online. It streamlines the agreement process, making it faster and more efficient by eliminating the need for physical paperwork and in-person signing.
 
-Docusign integration provides real-time insights into Docusign activities, such as envelope usage, template management, user and group management, account events, and alerts generated by users.
+Docusign integration provides real-time insights into Docusign activities, such as envelope usage, template management, account events, and alerts generated by users.
 
 ## Setup
 
 ### Configuration
 
-!!! Add list of steps to set up this integration !!!
+#### Prerequisites
 
-### Validation
+- Docusign Developer Account, Account Type, Docusign Account Name, UserID, Integration Key, RSA Private Key (Refer to the [steps](#set-up-your-account) below)
+- A Docusign account with a plan that includes Docusign Monitor
 
-!!! Add steps to validate integration is functioning as expected !!!
+#### Set up your account
+
+For first-time setup:
+
+1. Go to the [Developer Center][2] and select **Developer Account**.
+1. Choose **Create Account**. For first-time setup, the Account Type will be `Developer`.
+1. Navigate to the [Developer Admin Console][3].
+1. Under the **Account** section, click **Account Profile** .
+1. From the **Account Name** section, copy the Docusign account name.
+1. Under the **Integrations** section, select **Apps and Keys**.
+1. From the **My Account Information** section, copy the **User ID**.
+1. Click **Add App and Integration Key**.
+1. Provide an app name and create the app.
+1. Copy the generated **Integration Key**, under the General Info section.
+1. Scroll to the Service Integration section, and click on **Generate RSA**.
+1. Copy only the **RSA Private Key** to a safe location (it won't be displayed again).
+1. In the **Additional settings** section, under **Redirect URIs**, click "Add URI."
+1. Add the URI `http://localhost/`, and click **Save**.
+
+For production account setup:
+
+1. Ensure you have completed the [go-live][4] steps.
+1. For the production account setup, the Account Type will be `Production`.
+1. Navigate to the [Admin Console][5].
+1. Under the **Account** section, click **Account Profile**.
+1. From the **Account Name** section, copy the Docusign account name.
+1. Under the **Integrations** section, select **Apps and Keys**.
+1. Select the app that has been duplicated from your developer account.
+1. Under the **General Info** section, find and copy the generated **Integration Key**.
+1. Scroll to the **Service Integration** section, and click **Generate RSA**.
+1. Copy only the **RSA Private Key** to a safe location (it won't be displayed again).
+1. In the **Additional settings** section, under **Redirect URIs**, click "Add URI."
+1. Add the URI `http://localhost/`, and click **Save**.
+
+#### Obtain JWT consent
+
+1. Construct your consent URI::
+   - **Syntax:**`<BASE_URI>/oauth/auth?response_type=code&scope=signature impersonation organization_read&client_id=<YOUR_INTEGRATION_KEY>&redirect_uri=<YOUR_REDIRECT_URI>`
+     - Replace `<BASE_URI>`with:
+       1. `https://account-d.docusign.com` for a developer account.
+       2. `https://account.docusign.com` for production account.
+     - Replace `<YOUR_INTEGRATION_KEY>` with your Integration Key (Client ID).
+     - Replace `<YOUR_REDIRECT_URI>` with your redirect URI, such as `http://localhost/`.
+2. Open the constructed URI in an embedded browser.
+3. The user will be prompted to log in to their Docusign account (if not already logged in) and grant consent for your application to impersonate them with the specified scopes.
+4. After consent is granted, Docusign will redirect the user's browser to your specified redirect URI with extra information in the URL, indicating successful consent without needing to use the extra parameters directly.
+ 
+
+**Note:**
+- For a localhost URI, the redirect will occur on the same page.
+- The impersonated user must be a Docusign administrator or have the Security Reports Administrator permissions profile. For information about permission profiles, see [Docusign Administrator Permission Profiles][6] in the Organization Administrators topic.
+- To ingest data from a [production account][7], complete the [Docusign go-live process][4]. After the go-live process, follow the [account setup steps](#set-up-your-account) to generate configuration information for your production account.
+
+### Configure the Docusign Datadog integration 
+
+1. Navigate to `Docusign`.
+2. Add your Docusign credentials.
+
+| Docusign Parameters   | Description |
+| --------------------- |------------ |
+| Account Type          | Dropdown to select between different types of Docusign accounts (for example, developer or production) |
+| Docusign Account Name | The name associated with the Docusign account (case sensitive) |
+| User Id               | A GUID value that uniquely identifies a Docusign user |
+| Integration Key       | A unique GUID that identifies a Docusign integration |
+| RSA Private Key       | A cryptographic key for signing JWT tokens for secure API authentication |
 
 ## Data Collected
 
-### Logs
-The docusign integration collects and forwards docusign Event logs to Datadog.
+### Logs 
+
+The Docusign integration collects logs and forwards them to Datadog.
 
 ### Metrics
-The docusign integration does not include any metrics.
+
+The Docusign integration does not include any metrics.
 
 ### Events
-The docusign integration does not include any events.
+
+The Docusign integration does not include any events.
 
 ## Support
-For further assistance, contact [Datadog Support][2].
+
+For further assistance, contact [Datadog Support][8].
 
 [1]: https://www.docusign.com/
-[2]: https://docs.datadoghq.com/help/
\ No newline at end of file
+[2]: https://developers.docusign.com/
+[3]: https://apps-d.docusign.com/admin/admin-dashboard
+[4]: https://developers.docusign.com/platform/go-live/
+[5]: https://apps.docusign.com/admin/admin-dashboard
+[6]: https://support.docusign.com/s/document-item?bundleId=rrf1583359212854&topicId=god1583359152535.html
+[7]: https://account.docusign.com/
+[8]: https://docs.datadoghq.com/help/
\ No newline at end of file
diff --git a/docusign/assets/dashboards/docusign_account.json b/docusign/assets/dashboards/docusign_account.json
new file mode 100644
index 0000000000000..e0f3e7d12fbb4
--- /dev/null
+++ b/docusign/assets/dashboards/docusign_account.json
@@ -0,0 +1,724 @@
+{
+  "title": "Docusign Account",
+  "description": "",
+  "widgets": [
+    {
+      "id": 7253806450166756,
+      "definition": {
+        "type": "image",
+        "url": "https://docucdn-a.akamaihd.net/olive/images/2.69.0/global-assets/ds-logo-default.svg",
+        "url_dark_theme": "https://developers.docusign.com/img/docusign-logo.svg",
+        "sizing": "contain",
+        "margin": "lg",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 2
+      }
+    },
+    {
+      "id": 3005178805641430,
+      "definition": {
+        "title": "Account Events by Action",
+        "type": "treemap",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "style": {
+              "palette": "datadog16"
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 5
+      }
+    },
+    {
+      "id": 4068853327485868,
+      "definition": {
+        "type": "note",
+        "content": "This **Docusign** Account dashboard provides an overview of account activities, including event tracking and user actions. It categorizes events by source, user type, country, account property and settings offering insights into usage patterns and engagement trends.\n\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n\n\nFor more information, see the [Docusign Integration Documentation](https://docs.datadoghq.com/integrations/docusign/).",
+        "background_color": "blue",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 5,
+        "height": 3
+      }
+    },
+    {
+      "id": 3101226137351108,
+      "definition": {
+        "title": "Total Account Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "default_zero(query1)"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "black_on_light_green",
+                "custom_fg_color": "#0000c8",
+                "custom_bg_color": "#61c4e5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
+        "x": 0,
+        "y": 5,
+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 3528768665347480,
+      "definition": {
+        "title": "Account Events Overview",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Events",
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "semantic",
+              "order_by": "values",
+              "color_order": "shuffled",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "bars"
+          }
+        ]
+      },
+      "layout": {
+        "x": 3,
+        "y": 5,
+        "width": 9,
+        "height": 4
+      }
+    },
+    {
+      "id": 4954173611874344,
+      "definition": {
+        "title": "Account Events by User",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 1584991942528646,
+      "definition": {
+        "title": "Account Events by User Action",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  },
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 625,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "cell_display_mode": "number",
+                "alias": "Action Count",
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
+        "x": 4,
+        "y": 9,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 8317153728805930,
+      "definition": {
+        "title": "Account Events by City",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.city.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#77e4d2"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 2423741830790302,
+      "definition": {
+        "title": "Top Account Property Events",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.property",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account -@activity_log.property:\"\" $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 205813469205111,
+      "definition": {
+        "title": "Events by Account Settings",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.data.SettingsKey",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 4145562480002310,
+      "definition": {
+        "title": "Account Events by Source",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 250,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Account $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 3183334723044098,
+      "definition": {
+        "title": "Account Event Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:docusign @activity_log.object:Account $Action $UserName ",
+              "indexes": [],
+              "storage": "hot"
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.object",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.action",
+                "width": "auto"
+              },
+              {
+                "field": "usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "network.client.geoip.country.name",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 21,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Action",
+      "prefix": "@activity_log.action",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "UserName",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/docusign/assets/dashboards/docusign_alert.json b/docusign/assets/dashboards/docusign_alert.json
new file mode 100644
index 0000000000000..f5a25236e0900
--- /dev/null
+++ b/docusign/assets/dashboards/docusign_alert.json
@@ -0,0 +1,499 @@
+{
+  "title": "Docusign Alert",
+  "description": "",
+  "widgets": [
+    {
+      "id": 7253806450166756,
+      "definition": {
+        "type": "image",
+        "url": "https://docucdn-a.akamaihd.net/olive/images/2.69.0/global-assets/ds-logo-default.svg",
+        "url_dark_theme": "https://developers.docusign.com/img/docusign-logo.svg",
+        "sizing": "contain",
+        "margin": "lg",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 2
+      }
+    },
+    {
+      "id": 8806051634714929,
+      "definition": {
+        "title": "Docusign Monitors Summary",
+        "type": "manage_status",
+        "display_format": "countsAndList",
+        "color_preference": "text",
+        "hide_zero_counts": true,
+        "show_status": true,
+        "last_triggered_format": "relative",
+        "query": "tag:docusign ",
+        "sort": "status,asc",
+        "count": 50,
+        "start": 0,
+        "summary_type": "monitors",
+        "show_priority": false,
+        "show_last_triggered": false
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 3
+      }
+    },
+    {
+      "id": 5273132144774570,
+      "definition": {
+        "type": "note",
+        "content": "This **Docusign** Alert dashboard provides comprehensive insights into the alerts generated, including total alerts, alerts overtime, alerts by users.\n\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n\n\nFor more information, see the [Docusign Integration Documentation](https://docs.datadoghq.com/integrations/docusign/).",
+        "background_color": "blue",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 5,
+        "height": 3
+      }
+    },
+    {
+      "id": 5309080715053188,
+      "definition": {
+        "type": "note",
+        "content": "These Docusign monitors include alerts for excessive login attempts, unauthorized IP address activity, and detected credential leaks, helping to identify and respond to potential security threats in your Docusign account.",
+        "background_color": "purple",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 5,
+        "y": 3,
+        "width": 7,
+        "height": 2
+      }
+    },
+    {
+      "id": 3101226137351108,
+      "definition": {
+        "title": "Total Alerts",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Alert $Action $UserName $Severity"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "default_zero(query1)"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "black_on_light_yellow",
+                "custom_fg_color": "#0000c8",
+                "custom_bg_color": "#61c4e5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
+        "x": 0,
+        "y": 5,
+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 3528768665347480,
+      "definition": {
+        "title": "Alert Overview",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Alerts",
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.data.Severity",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Alert $Action $UserName $Severity"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "semantic",
+              "order_by": "values",
+              "color_order": "shuffled",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "line"
+          }
+        ]
+      },
+      "layout": {
+        "x": 3,
+        "y": 5,
+        "width": 9,
+        "height": 4
+      }
+    },
+    {
+      "id": 5297841969757764,
+      "definition": {
+        "title": "Alerts by Action Type",
+        "type": "treemap",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Alert $Action $UserName $Severity"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "style": {
+              "palette": "datadog16"
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 2395125473710292,
+      "definition": {
+        "title": "Alerts by User",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Alert $Action $UserName $Severity"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "white_on_green"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 1584991942528646,
+      "definition": {
+        "title": "Alerts by User Action",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  },
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Alert $Action $UserName $Severity"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 625,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "cell_display_mode": "number",
+                "alias": "Action Count",
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
+        "x": 4,
+        "y": 13,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 3183334723044098,
+      "definition": {
+        "title": "Alert Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:docusign @activity_log.object:Alert $Action $UserName $Severity ",
+              "indexes": [],
+              "storage": "hot"
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.object",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.action",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.data.Severity",
+                "width": "auto"
+              },
+              {
+                "field": "usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Action",
+      "prefix": "@activity_log.action",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "UserName",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Severity",
+      "prefix": "@activity_log.data.Severity",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/docusign/assets/dashboards/docusign_envelope.json b/docusign/assets/dashboards/docusign_envelope.json
new file mode 100644
index 0000000000000..4c1b6aac14f32
--- /dev/null
+++ b/docusign/assets/dashboards/docusign_envelope.json
@@ -0,0 +1,787 @@
+{
+  "title": "Docusign Envelope",
+  "description": "",
+  "widgets": [
+    {
+      "id": 7253806450166756,
+      "definition": {
+        "type": "image",
+        "url": "https://docucdn-a.akamaihd.net/olive/images/2.69.0/global-assets/ds-logo-default.svg",
+        "url_dark_theme": "https://developers.docusign.com/img/docusign-logo.svg",
+        "sizing": "contain",
+        "margin": "lg",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 2
+      }
+    },
+    {
+      "id": 3005178805641430,
+      "definition": {
+        "title": "Envelope Events by Action",
+        "type": "treemap",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "style": {
+              "palette": "datadog16"
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 5
+      }
+    },
+    {
+      "id": 6618724644796506,
+      "definition": {
+        "type": "note",
+        "content": "This **Docusign** Envelope dashboard provides a comprehensive overview of envelope activities, including creation, signing, and other actions. It tracks recipient interactions, user activities, and categorizes events by operating system, browser, country, and source.\n\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n\n\nFor more information, see the [Docusign Integration Documentation](https://docs.datadoghq.com/integrations/docusign/).",
+        "background_color": "blue",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
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+        "width": 5,
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+    {
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+        "title_size": "16",
+        "title_align": "left",
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+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "default_zero(query1)"
+              }
+            ],
+            "conditional_formats": [
+              {
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+                "value": 0,
+                "palette": "black_on_light_green",
+                "custom_fg_color": "#0000c8",
+                "custom_bg_color": "#61c4e5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
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+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 8392556886490278,
+      "definition": {
+        "title": "Envelope Events Overview",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Events",
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "color_order": "shuffled",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "bars"
+          }
+        ]
+      },
+      "layout": {
+        "x": 3,
+        "y": 5,
+        "width": 9,
+        "height": 4
+      }
+    },
+    {
+      "id": 1621634526571562,
+      "definition": {
+        "title": "Envelopes Sent",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
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+                "name": "query1",
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+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope @activity_log.action:Sent $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "default_zero(query1)"
+              }
+            ],
+            "conditional_formats": [
+              {
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+                "value": 0,
+                "palette": "black_on_light_yellow"
+              }
+            ]
+          }
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+        "precision": 2
+      },
+      "layout": {
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+        "y": 9,
+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 1584991942528646,
+      "definition": {
+        "title": "Envelope Events by User Action",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
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+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  },
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 625,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "cell_display_mode": "number",
+                "alias": "Action Count",
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
+        "x": 3,
+        "y": 9,
+        "width": 5,
+        "height": 4
+      }
+    },
+    {
+      "id": 5538206073291132,
+      "definition": {
+        "title": "Envelope Events by User",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 9,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 3516260821653102,
+      "definition": {
+        "title": "Envelope Events by OS",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@http.useragent_details.os.family",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 7755576521631044,
+      "definition": {
+        "title": "Envelope Events by Browser",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@http.useragent_details.browser.family",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
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+              "order_by": [
+                {
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+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 8317153728805930,
+      "definition": {
+        "title": "Envelope Events by City",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.city.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#77e4d2"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
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+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
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+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 4145562480002310,
+      "definition": {
+        "title": "Envelope Events by Source",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 250,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Envelope $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 3183334723044098,
+      "definition": {
+        "title": "Envelope Event Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:docusign @activity_log.object:Envelope $Action $UserName ",
+              "indexes": [],
+              "storage": "hot"
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.object",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.action",
+                "width": "auto"
+              },
+              {
+                "field": "usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "user_info.user_type",
+                "width": "auto"
+              },
+              {
+                "field": "network.client.geoip.country.name",
+                "width": "auto"
+              },
+              {
+                "field": "http.useragent_details.os.family",
+                "width": "auto"
+              },
+              {
+                "field": "http.useragent_details.browser.family",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 21,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Action",
+      "prefix": "@activity_log.action",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "UserName",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/docusign/assets/dashboards/docusign_overview.json b/docusign/assets/dashboards/docusign_overview.json
new file mode 100644
index 0000000000000..9f969a72ea024
--- /dev/null
+++ b/docusign/assets/dashboards/docusign_overview.json
@@ -0,0 +1,637 @@
+{
+  "title": "Docusign Overview",
+  "description": "",
+  "widgets": [
+    {
+      "id": 7253806450166756,
+      "definition": {
+        "type": "image",
+        "url": "https://docucdn-a.akamaihd.net/olive/images/2.69.0/global-assets/ds-logo-default.svg",
+        "url_dark_theme": "https://developers.docusign.com/img/docusign-logo.svg",
+        "sizing": "contain",
+        "margin": "lg",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 2
+      }
+    },
+    {
+      "id": 6903636477567230,
+      "definition": {
+        "title": "Docusign Monitors Summary",
+        "type": "manage_status",
+        "display_format": "countsAndList",
+        "color_preference": "text",
+        "hide_zero_counts": true,
+        "show_status": true,
+        "last_triggered_format": "relative",
+        "query": "tag:docusign ",
+        "sort": "status,asc",
+        "count": 50,
+        "start": 0,
+        "summary_type": "monitors",
+        "show_priority": false,
+        "show_last_triggered": false
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 3
+      }
+    },
+    {
+      "id": 8932663658855316,
+      "definition": {
+        "type": "note",
+        "content": "**[Docusign](https://www.docusign.com)** is a platform that allows users to securely sign, send, and manage documents online. It simplifies the agreement process, helping businesses and individuals complete transactions more quickly and efficiently. The platform enhances productivity by reducing the need for paper-based processes.\n\n\nThis **Docusign** Overview dashboard provides a comprehensive summary of events, including total events and actions taken. It categorizes events by object type, source, and city, offering detailed insights into activity patterns and trends.\n\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n\n\nFor more information, see the [Docusign Integration Documentation](https://docs.datadoghq.com/integrations/docusign/).",
+        "background_color": "blue",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 5,
+        "height": 3
+      }
+    },
+    {
+      "id": 4973992628704079,
+      "definition": {
+        "type": "note",
+        "content": "These Docusign monitors include alerts for excessive login attempts, unauthorized IP address activity, and detected credential leaks, helping to identify and respond to potential security threats in your Docusign account.",
+        "background_color": "purple",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 5,
+        "y": 3,
+        "width": 7,
+        "height": 2
+      }
+    },
+    {
+      "id": 3101226137351108,
+      "definition": {
+        "title": "Total Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
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+              }
+            ],
+            "conditional_formats": [
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+                "value": 0,
+                "palette": "black_on_light_green",
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+                "custom_bg_color": "#61c4e5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
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+        "y": 5,
+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 3528768665347480,
+      "definition": {
+        "title": "Events Overview",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Events",
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.object",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "color_order": "shuffled",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "bars"
+          }
+        ]
+      },
+      "layout": {
+        "x": 3,
+        "y": 5,
+        "width": 9,
+        "height": 4
+      }
+    },
+    {
+      "id": 7673155288580372,
+      "definition": {
+        "title": "Events by Object Type",
+        "type": "treemap",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.object",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "style": {
+              "palette": "datadog16"
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 1638541000681252,
+      "definition": {
+        "title": "Events by City",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.city.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#77e4d2"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 14,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 8051663440167228,
+      "definition": {
+        "title": "Events by User",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 14,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 3005178805641430,
+      "definition": {
+        "title": "Events by Action",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 14,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 4145562480002310,
+      "definition": {
+        "title": "Events by Source",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 250,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign $Object $Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 18,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 3183334723044098,
+      "definition": {
+        "title": "Event Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:docusign $Object $Action",
+              "indexes": [],
+              "storage": "hot"
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.object",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.action",
+                "width": "auto"
+              },
+              {
+                "field": "usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "network.client.geoip.city.name",
+                "width": "auto"
+              },
+              {
+                "field": "network.client.geoip.country.name",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 22,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Object",
+      "prefix": "@activity_log.object",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Action",
+      "prefix": "@activity_log.action",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/docusign/assets/dashboards/docusign_template.json b/docusign/assets/dashboards/docusign_template.json
new file mode 100644
index 0000000000000..2e5b442248194
--- /dev/null
+++ b/docusign/assets/dashboards/docusign_template.json
@@ -0,0 +1,731 @@
+{
+  "title": "Docusign Template",
+  "description": "",
+  "widgets": [
+    {
+      "id": 7253806450166756,
+      "definition": {
+        "type": "image",
+        "url": "https://docucdn-a.akamaihd.net/olive/images/2.69.0/global-assets/ds-logo-default.svg",
+        "url_dark_theme": "https://developers.docusign.com/img/docusign-logo.svg",
+        "sizing": "contain",
+        "margin": "lg",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 2
+      }
+    },
+    {
+      "id": 3005178805641430,
+      "definition": {
+        "title": "Template Events by Action",
+        "type": "treemap",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "style": {
+              "palette": "datadog16"
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 5
+      }
+    },
+    {
+      "id": 1268368864789646,
+      "definition": {
+        "type": "note",
+        "content": "This **Docusign** Template dashboard provides an overview of template activities. It tracks user actions, categorizes events by operating system, browser, country, and source.\n\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.\n\n\nFor more information, see the [Docusign Integration Documentation](https://docs.datadoghq.com/integrations/docusign/).",
+        "background_color": "blue",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 5,
+        "height": 3
+      }
+    },
+    {
+      "id": 3101226137351108,
+      "definition": {
+        "title": "Total Template Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "default_zero(query1)"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "black_on_light_green",
+                "custom_fg_color": "#0000c8",
+                "custom_bg_color": "#61c4e5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
+        "x": 0,
+        "y": 5,
+        "width": 3,
+        "height": 4
+      }
+    },
+    {
+      "id": 3528768665347480,
+      "definition": {
+        "title": "Template Events Overview",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Events",
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "color_order": "shuffled",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "bars"
+          }
+        ]
+      },
+      "layout": {
+        "x": 3,
+        "y": 5,
+        "width": 9,
+        "height": 4
+      }
+    },
+    {
+      "id": 5538206073291132,
+      "definition": {
+        "title": "Template Events by User",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 1584991942528646,
+      "definition": {
+        "title": "Template Events by User Action",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  },
+                  {
+                    "facet": "@activity_log.action",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 625,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "cell_display_mode": "number",
+                "alias": "Action Count",
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
+        "x": 4,
+        "y": 9,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 8317153728805930,
+      "definition": {
+        "title": "Template Events by City",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.city.name",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#77e4d2"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 3516260821653102,
+      "definition": {
+        "title": "Template Events by OS",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@http.useragent_details.os.family",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 7755576521631044,
+      "definition": {
+        "title": "Template Events by Browser",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@http.useragent_details.browser.family",
+                    "limit": 25,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 13,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 4145562480002310,
+      "definition": {
+        "title": "Template Events by Source",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "cardinality",
+                  "metric": "@activity_log.eventId"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 250,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "cardinality",
+                      "metric": "@activity_log.eventId"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:docusign @activity_log.object:Template $Action $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 3183334723044098,
+      "definition": {
+        "title": "Template Event Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:docusign @activity_log.object:Template $Action $UserName ",
+              "indexes": [],
+              "storage": "hot"
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.object",
+                "width": "auto"
+              },
+              {
+                "field": "activity_log.action",
+                "width": "auto"
+              },
+              {
+                "field": "usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "network.client.geoip.country.name",
+                "width": "auto"
+              },
+              {
+                "field": "http.useragent_details.os.family",
+                "width": "auto"
+              },
+              {
+                "field": "http.useragent_details.browser.family",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 21,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Action",
+      "prefix": "@activity_log.action",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "UserName",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/docusign/assets/docusign_dark_theme.svg b/docusign/assets/docusign_dark_theme.svg
new file mode 100644
index 0000000000000..d4d9a54fab6c9
--- /dev/null
+++ b/docusign/assets/docusign_dark_theme.svg
@@ -0,0 +1,17 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 241.4" xml:space="preserve">
+  <g>
+    <g>
+      <g>
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+  </g>
+</svg>
diff --git a/docusign/assets/docusign_light_theme.svg b/docusign/assets/docusign_light_theme.svg
new file mode 100644
index 0000000000000..2db1392d3f58f
--- /dev/null
+++ b/docusign/assets/docusign_light_theme.svg
@@ -0,0 +1,21 @@
+<svg width="234" height="49" viewBox="0 0 234 49" fill="none" xmlns="http://www.w3.org/2000/svg">
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diff --git a/docusign/assets/logs/docusign.yaml b/docusign/assets/logs/docusign.yaml
new file mode 100644
index 0000000000000..1835e51febd58
--- /dev/null
+++ b/docusign/assets/logs/docusign.yaml
@@ -0,0 +1,161 @@
+id: docusign
+metric_id: docusign
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: User-Agent
+    path: http.useragent
+    source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Docusign
+  enabled: true
+  filter:
+    query: "source:docusign"
+  processors:
+    - type: date-remapper
+      name: Define `activity_log.timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - activity_log.timestamp
+    - type: attribute-remapper
+      name: Map `activity_log.userId` to `usr.id`
+      enabled: true
+      sources:
+        - activity_log.userId
+      sourceType: attribute
+      target: usr.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `user_info.user_name` to `usr.name`
+      enabled: true
+      sources:
+        - user_info.user_name
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `activity_log.userAgent` to `http.useragent`
+      enabled: true
+      sources:
+        - activity_log.userAgent
+      sourceType: attribute
+      target: http.useragent
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: user-agent-parser
+      name: Extract details from `http.useragent`
+      enabled: true
+      sources:
+        - http.useragent
+      target: http.useragent_details
+      encoded: false
+      combineVersionDetails: false
+    - type: attribute-remapper
+      name: Map `activity_log.ipAddress` to `network.client.ip`
+      enabled: true
+      sources:
+        - activity_log.ipAddress
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: GeoIP Parser for `network.client.ip` (ipAddress)
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: pipeline
+      name: Alert Activity
+      enabled: true
+      filter:
+        query: "@activity_log.object:Alert"
+      processors:
+        - name: Lookup for `activity_log.data.Severity` to `docusign.status` field
+          enabled: true
+          source: activity_log.data.Severity
+          target: docusign.status
+          lookupTable: |-
+            Low,Informational
+            Medium,Warning
+            High,Critical
+          type: lookup-processor
+        - type: status-remapper
+          name: Define `docusign.status` as the official status of the log
+          enabled: true
+          sources:
+            - docusign.status
diff --git a/docusign/assets/logs/docusign_tests.yaml b/docusign/assets/logs/docusign_tests.yaml
new file mode 100644
index 0000000000000..835c78313b05d
--- /dev/null
+++ b/docusign/assets/logs/docusign_tests.yaml
@@ -0,0 +1,1093 @@
+id: docusign
+tests:
+ -
+  sample: |-
+    {
+      "user_info" : {
+        "is_admin" : "True",
+        "user_status" : "Active",
+        "user_type" : "CompanyUser",
+        "user_name" : "John Doe"
+      },
+      "activity_log" : {
+        "proxyStatus" : "",
+        "country" : "india",
+        "data" : {
+          "EnvelopeId" : "7d3d1d7a-1111-1111-1111-8684637b1123"
+        },
+        "city" : "mumbai",
+        "latitude" : 19.08,
+        "source" : "Web",
+        "userAgentClientInfo" : {
+          "os" : {
+            "family" : "Windows",
+            "version" : {
+              "major" : "10"
+            }
+          },
+          "browser" : {
+            "family" : "Chrome",
+            "version" : {
+              "patch" : "0",
+              "major" : "126",
+              "minor" : "0"
+            }
+          },
+          "device" : {
+            "model" : "",
+            "family" : "Other",
+            "brand" : ""
+          }
+        },
+        "organizationId" : "",
+        "result" : "",
+        "browser" : "Chrome 126",
+        "property" : "",
+        "referencedUserId" : "",
+        "action" : "Created",
+        "state" : "maharashtra",
+        "timestamp" : "2024-07-07T16:20:36.1227494Z",
+        "longitude" : 72.88,
+        "eventId" : "18f39c7c-1111-1111-1111-9aadcf98d123",
+        "ipAddressLocation" : {
+          "country" : "india",
+          "city" : "mumbai",
+          "latitude" : 19.08,
+          "state" : "maharashtra",
+          "longitude" : 72.88
+        },
+        "os" : "Windows 10",
+        "affectedUserId" : "",
+        "ipAddress" : "10.10.10.10",
+        "proxyType" : "",
+        "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36",
+        "userId" : "fc8d7d8c-1111-1111-1111-2c7df1510123",
+        "accountId" : "93a15559-1111-1111-1111-683ea233c123",
+        "site" : "DEMO",
+        "field" : "",
+        "proxyLevel" : "",
+        "device" : "Other",
+        "object" : "Envelope"
+      }
+    }
+  result:
+    custom:
+      activity_log:
+        accountId: "93a15559-1111-1111-1111-683ea233c123"
+        action: "Created"
+        affectedUserId: ""
+        browser: "Chrome 126"
+        city: "mumbai"
+        country: "india"
+        data:
+          EnvelopeId: "7d3d1d7a-1111-1111-1111-8684637b1123"
+        device: "Other"
+        eventId: "18f39c7c-1111-1111-1111-9aadcf98d123"
+        field: ""
+        ipAddressLocation:
+          city: "mumbai"
+          country: "india"
+          latitude: 19.08
+          longitude: 72.88
+          state: "maharashtra"
+        latitude: 19.08
+        longitude: 72.88
+        object: "Envelope"
+        organizationId: ""
+        os: "Windows 10"
+        property: ""
+        proxyLevel: ""
+        proxyStatus: ""
+        proxyType: ""
+        referencedUserId: ""
+        result: ""
+        site: "DEMO"
+        source: "Web"
+        state: "maharashtra"
+        timestamp: "2024-07-07T16:20:36.1227494Z"
+        userAgentClientInfo:
+          browser:
+            family: "Chrome"
+            version:
+              major: "126"
+              minor: "0"
+              patch: "0"
+          device:
+            brand: ""
+            family: "Other"
+            model: ""
+          os:
+            family: "Windows"
+            version:
+              major: "10"
+      http:
+        useragent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36"
+        useragent_details:
+          browser:
+            family: "Chrome"
+            major: "126"
+            minor: "0"
+            patch: "0"
+            patch_minor: "0"
+          device:
+            category: "Desktop"
+            family: "Other"
+          os:
+            family: "Windows"
+            major: "10"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      user_info:
+        is_admin: "True"
+        user_status: "Active"
+        user_type: "CompanyUser"
+      usr:
+        id: "fc8d7d8c-1111-1111-1111-2c7df1510123"
+        name: "John Doe"
+    message: |-
+      {
+        "user_info" : {
+          "is_admin" : "True",
+          "user_status" : "Active",
+          "user_type" : "CompanyUser",
+          "user_name" : "John Doe"
+        },
+        "activity_log" : {
+          "proxyStatus" : "",
+          "country" : "india",
+          "data" : {
+            "EnvelopeId" : "7d3d1d7a-1111-1111-1111-8684637b1123"
+          },
+          "city" : "mumbai",
+          "latitude" : 19.08,
+          "source" : "Web",
+          "userAgentClientInfo" : {
+            "os" : {
+              "family" : "Windows",
+              "version" : {
+                "major" : "10"
+              }
+            },
+            "browser" : {
+              "family" : "Chrome",
+              "version" : {
+                "patch" : "0",
+                "major" : "126",
+                "minor" : "0"
+              }
+            },
+            "device" : {
+              "model" : "",
+              "family" : "Other",
+              "brand" : ""
+            }
+          },
+          "organizationId" : "",
+          "result" : "",
+          "browser" : "Chrome 126",
+          "property" : "",
+          "referencedUserId" : "",
+          "action" : "Created",
+          "state" : "maharashtra",
+          "timestamp" : "2024-07-07T16:20:36.1227494Z",
+          "longitude" : 72.88,
+          "eventId" : "18f39c7c-1111-1111-1111-9aadcf98d123",
+          "ipAddressLocation" : {
+            "country" : "india",
+            "city" : "mumbai",
+            "latitude" : 19.08,
+            "state" : "maharashtra",
+            "longitude" : 72.88
+          },
+          "os" : "Windows 10",
+          "affectedUserId" : "",
+          "ipAddress" : "10.10.10.10",
+          "proxyType" : "",
+          "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36",
+          "userId" : "fc8d7d8c-1111-1111-1111-2c7df1510123",
+          "accountId" : "93a15559-1111-1111-1111-683ea233c123",
+          "site" : "DEMO",
+          "field" : "",
+          "proxyLevel" : "",
+          "device" : "Other",
+          "object" : "Envelope"
+        }
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1720369236122
+ -
+  sample: |-
+    {
+      "user_info" : {
+        "is_admin" : "True",
+        "user_status" : "Active",
+        "user_type" : "CompanyUser",
+        "user_name" : "Jane Smith"
+      },
+      "activity_log" : {
+        "proxyStatus" : "",
+        "country" : "india",
+        "data" : {
+          "TemplateId" : "8fe4c8bd-1111-1111-1111-e723698881d2"
+        },
+        "city" : "delhi",
+        "latitude" : 28.64,
+        "source" : "Web",
+        "userAgentClientInfo" : {
+          "os" : {
+            "family" : "Windows",
+            "version" : {
+              "major" : "10"
+            }
+          },
+          "browser" : {
+            "family" : "Edge",
+            "version" : {
+              "patch" : "0",
+              "major" : "126",
+              "minor" : "0"
+            }
+          },
+          "device" : {
+            "model" : "",
+            "family" : "Other",
+            "brand" : ""
+          }
+        },
+        "organizationId" : "",
+        "result" : "",
+        "browser" : "Edge 126",
+        "property" : "",
+        "referencedUserId" : "",
+        "action" : "Created",
+        "state" : "delhi",
+        "timestamp" : "2024-07-04T10:35:24.5799183Z",
+        "longitude" : 77.22,
+        "eventId" : "9c12cc19-1111-1111-1111-89d62fabfc0e",
+        "ipAddressLocation" : {
+          "country" : "india",
+          "city" : "delhi",
+          "latitude" : 28.64,
+          "state" : "delhi",
+          "longitude" : 77.23
+        },
+        "os" : "Windows 10",
+        "affectedUserId" : "",
+        "ipAddress" : "10.10.10.10",
+        "proxyType" : "",
+        "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36 Edg/126.0.0.0",
+        "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+        "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+        "site" : "DEMO",
+        "field" : "",
+        "proxyLevel" : "",
+        "device" : "Other",
+        "object" : "Template"
+      }
+    }
+  result:
+    custom:
+      activity_log:
+        accountId: "93a15559-1111-1111-1111-683ea233c006"
+        action: "Created"
+        affectedUserId: ""
+        browser: "Edge 126"
+        city: "delhi"
+        country: "india"
+        data:
+          TemplateId: "8fe4c8bd-1111-1111-1111-e723698881d2"
+        device: "Other"
+        eventId: "9c12cc19-1111-1111-1111-89d62fabfc0e"
+        field: ""
+        ipAddressLocation:
+          city: "delhi"
+          country: "india"
+          latitude: 28.64
+          longitude: 77.23
+          state: "delhi"
+        latitude: 28.64
+        longitude: 77.22
+        object: "Template"
+        organizationId: ""
+        os: "Windows 10"
+        property: ""
+        proxyLevel: ""
+        proxyStatus: ""
+        proxyType: ""
+        referencedUserId: ""
+        result: ""
+        site: "DEMO"
+        source: "Web"
+        state: "delhi"
+        timestamp: "2024-07-04T10:35:24.5799183Z"
+        userAgentClientInfo:
+          browser:
+            family: "Edge"
+            version:
+              major: "126"
+              minor: "0"
+              patch: "0"
+          device:
+            brand: ""
+            family: "Other"
+            model: ""
+          os:
+            family: "Windows"
+            version:
+              major: "10"
+      http:
+        useragent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36 Edg/126.0.0.0"
+        useragent_details:
+          browser:
+            family: "Edge"
+            major: "126"
+            minor: "0"
+            patch: "0"
+            patch_minor: "0"
+          device:
+            category: "Desktop"
+            family: "Other"
+          os:
+            family: "Windows"
+            major: "10"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      user_info:
+        is_admin: "True"
+        user_status: "Active"
+        user_type: "CompanyUser"
+      usr:
+        id: "fc8d7d8c-1111-1111-1111-2c7df15109d1"
+        name: "Jane Smith"
+    message: |-
+      {
+        "user_info" : {
+          "is_admin" : "True",
+          "user_status" : "Active",
+          "user_type" : "CompanyUser",
+          "user_name" : "Jane Smith"
+        },
+        "activity_log" : {
+          "proxyStatus" : "",
+          "country" : "india",
+          "data" : {
+            "TemplateId" : "8fe4c8bd-1111-1111-1111-e723698881d2"
+          },
+          "city" : "delhi",
+          "latitude" : 28.64,
+          "source" : "Web",
+          "userAgentClientInfo" : {
+            "os" : {
+              "family" : "Windows",
+              "version" : {
+                "major" : "10"
+              }
+            },
+            "browser" : {
+              "family" : "Edge",
+              "version" : {
+                "patch" : "0",
+                "major" : "126",
+                "minor" : "0"
+              }
+            },
+            "device" : {
+              "model" : "",
+              "family" : "Other",
+              "brand" : ""
+            }
+          },
+          "organizationId" : "",
+          "result" : "",
+          "browser" : "Edge 126",
+          "property" : "",
+          "referencedUserId" : "",
+          "action" : "Created",
+          "state" : "delhi",
+          "timestamp" : "2024-07-04T10:35:24.5799183Z",
+          "longitude" : 77.22,
+          "eventId" : "9c12cc19-1111-1111-1111-89d62fabfc0e",
+          "ipAddressLocation" : {
+            "country" : "india",
+            "city" : "delhi",
+            "latitude" : 28.64,
+            "state" : "delhi",
+            "longitude" : 77.23
+          },
+          "os" : "Windows 10",
+          "affectedUserId" : "",
+          "ipAddress" : "10.10.10.10",
+          "proxyType" : "",
+          "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36 Edg/126.0.0.0",
+          "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+          "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+          "site" : "DEMO",
+          "field" : "",
+          "proxyLevel" : "",
+          "device" : "Other",
+          "object" : "Template"
+        }
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1720089324579
+
+ -
+  sample: |-
+    {
+      "user_info" : {
+        "is_admin" : "True",
+        "user_status" : "Active",
+        "user_type" : "CompanyUser",
+        "user_name" : "Jane Smith"
+      },
+      "activity_log" : {
+        "proxyStatus" : "",
+        "country" : "united states",
+        "data" : {
+          "PermissionProfileId" : "26252962",
+          "AffectedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+          "AffectedMembershipId" : "e40b7689-1111-1111-1111-a45dc32d93ef"
+        },
+        "city" : "seattle",
+        "latitude" : 47.6,
+        "source" : "API",
+        "organizationId" : "",
+        "result" : "",
+        "browser" : "",
+        "property" : "",
+        "referencedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+        "action" : "UserAdded",
+        "state" : "washington",
+        "timestamp" : "2024-07-07T09:56:17.606699Z",
+        "longitude" : -122.33,
+        "eventId" : "74692662-1111-1111-1111-c43ed08c4d0d",
+        "ipAddressLocation" : {
+          "country" : "united states",
+          "city" : "seattle",
+          "latitude" : 47.6,
+          "state" : "washington",
+          "longitude" : -122.33
+        },
+        "os" : "",
+        "affectedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+        "ipAddress" : "10.10.10.10",
+        "proxyType" : "",
+        "userAgent" : "",
+        "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+        "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+        "site" : "DEMO",
+        "field" : "",
+        "proxyLevel" : "",
+        "device" : "",
+        "object" : "Account"
+      }
+    }
+  result:
+    custom:
+      activity_log:
+        accountId: "93a15559-1111-1111-1111-683ea233c006"
+        action: "UserAdded"
+        affectedUserId: "8f76ceb7-1111-1111-1111-2401b5f15639"
+        browser: ""
+        city: "seattle"
+        country: "united states"
+        data:
+          AffectedMembershipId: "e40b7689-1111-1111-1111-a45dc32d93ef"
+          AffectedUserId: "8f76ceb7-1111-1111-1111-2401b5f15639"
+          PermissionProfileId: "26252962"
+        device: ""
+        eventId: "74692662-1111-1111-1111-c43ed08c4d0d"
+        field: ""
+        ipAddressLocation:
+          city: "seattle"
+          country: "united states"
+          latitude: 47.6
+          longitude: -122.33
+          state: "washington"
+        latitude: 47.6
+        longitude: -122.33
+        object: "Account"
+        organizationId: ""
+        os: ""
+        property: ""
+        proxyLevel: ""
+        proxyStatus: ""
+        proxyType: ""
+        referencedUserId: "8f76ceb7-1111-1111-1111-2401b5f15639"
+        result: ""
+        site: "DEMO"
+        source: "API"
+        state: "washington"
+        timestamp: "2024-07-07T09:56:17.606699Z"
+      http:
+        useragent: ""
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      user_info:
+        is_admin: "True"
+        user_status: "Active"
+        user_type: "CompanyUser"
+      usr:
+        id: "fc8d7d8c-1111-1111-1111-2c7df15109d1"
+        name: "Jane Smith"
+    message: |-
+      {
+        "user_info" : {
+          "is_admin" : "True",
+          "user_status" : "Active",
+          "user_type" : "CompanyUser",
+          "user_name" : "Jane Smith"
+        },
+        "activity_log" : {
+          "proxyStatus" : "",
+          "country" : "united states",
+          "data" : {
+            "PermissionProfileId" : "26252962",
+            "AffectedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+            "AffectedMembershipId" : "e40b7689-1111-1111-1111-a45dc32d93ef"
+          },
+          "city" : "seattle",
+          "latitude" : 47.6,
+          "source" : "API",
+          "organizationId" : "",
+          "result" : "",
+          "browser" : "",
+          "property" : "",
+          "referencedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+          "action" : "UserAdded",
+          "state" : "washington",
+          "timestamp" : "2024-07-07T09:56:17.606699Z",
+          "longitude" : -122.33,
+          "eventId" : "74692662-1111-1111-1111-c43ed08c4d0d",
+          "ipAddressLocation" : {
+            "country" : "united states",
+            "city" : "seattle",
+            "latitude" : 47.6,
+            "state" : "washington",
+            "longitude" : -122.33
+          },
+          "os" : "",
+          "affectedUserId" : "8f76ceb7-1111-1111-1111-2401b5f15639",
+          "ipAddress" : "10.10.10.10",
+          "proxyType" : "",
+          "userAgent" : "",
+          "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+          "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+          "site" : "DEMO",
+          "field" : "",
+          "proxyLevel" : "",
+          "device" : "",
+          "object" : "Account"
+        }
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1720346177606
+ -
+  sample: |-
+    {
+      "user_info" : {
+        "is_admin" : "True",
+        "user_status" : "Active",
+        "user_type" : "CompanyUser",
+        "user_name" : "John Doe"
+      },
+      "activity_log" : {
+        "proxyStatus" : "",
+        "country" : "",
+        "data" : {
+          "SignerIp" : [ "1", "0", ".", "1", "0", ".", "1", "0", ".", "1", "0" ],
+          "EnvelopeType" : [ "E", "n", "v", "e", "l", "o", "p", "e" ],
+          "EventIds" : [ "11d72b55-1111-1111-1111-06c41040f123", "9a8a8054-1111-1111-1111-0df351043123" ],
+          "EnvelopeId" : [ "1", "8", "0", "a", "6", "4", "a", "b", "-", "3", "a", "7", "e", "-", "4", "7", "3", "3", "-", "9", "8", "5", "1", "-", "1", "4", "9", "1", "2", "3", "4", "5", "6", "5", "4", "7" ],
+          "SignerUserId" : [ "9", "2", "4", "e", "f", "2", "1", "2", "-", "6", "4", "3", "b", "-", "4", "1", "3", "7", "-", "9", "3", "f", "c", "-", "2", "1", "1", "1", "1", "4", "1", "5", "4", "3", "2", "1" ],
+          "SignerUserAgent" : [ "M", "o", "z", "i", "l", "l", "a", "/", "5", ".", "0", " ", "(", "W", "i", "n", "d", "o", "w", "s", " ", "N", "T", " ", "1", "0", ".", "0", ";", " ", "W", "i", "n", "6", "4", ";", " ", "x", "6", "4", ")", " ", "A", "p", "p", "l", "e", "W", "e", "b", "K", "i", "t", "/", "5", "3", "7", ".", "3", "6", " ", "(", "K", "H", "T", "M", "L", ",", " ", "l", "i", "k", "e", " ", "G", "e", "c", "k", "o", ")", " ", "C", "h", "r", "o", "m", "e", "/", "1", "2", "6", ".", "0", ".", "0", ".", "0", " ", "S", "a", "f", "a", "1", "1", "/", "3", "2", "7", ".", "2", "1" ],
+          "Severity" : "Medium"
+        },
+        "city" : "",
+        "latitude" : 0,
+        "source" : "Other",
+        "organizationId" : "7e8743ed-1111-1111-1111-16b409167123",
+        "result" : "",
+        "browser" : "",
+        "property" : "",
+        "referencedUserId" : "",
+        "action" : "SameSenderAndSigner",
+        "state" : "",
+        "timestamp" : "2024-07-10T07:00:38.8441378Z",
+        "longitude" : 0,
+        "eventId" : "06823011-1111-1111-1111-369ce106a86c",
+        "os" : "",
+        "affectedUserId" : "",
+        "ipAddress" : "",
+        "proxyType" : "",
+        "userAgent" : "",
+        "userId" : "924ef212-1111-1111-1111-2111141d1231",
+        "accountId" : "93a15559-1111-1111-1111-683ea2331231",
+        "site" : "DEMO",
+        "field" : "",
+        "proxyLevel" : "",
+        "device" : "",
+        "object" : "Alert"
+      }
+    }
+  result:
+    custom:
+      activity_log:
+        accountId: "93a15559-1111-1111-1111-683ea2331231"
+        action: "SameSenderAndSigner"
+        affectedUserId: ""
+        browser: ""
+        city: ""
+        country: ""
+        data:
+          EnvelopeId:
+           - "1"
+           - "8"
+           - "0"
+           - "a"
+           - "6"
+           - "4"
+           - "a"
+           - "b"
+           - "-"
+           - "3"
+           - "a"
+           - "7"
+           - "e"
+           - "-"
+           - "4"
+           - "7"
+           - "3"
+           - "3"
+           - "-"
+           - "9"
+           - "8"
+           - "5"
+           - "1"
+           - "-"
+           - "1"
+           - "4"
+           - "9"
+           - "1"
+           - "2"
+           - "3"
+           - "4"
+           - "5"
+           - "6"
+           - "5"
+           - "4"
+           - "7"
+          EnvelopeType:
+           - "E"
+           - "n"
+           - "v"
+           - "e"
+           - "l"
+           - "o"
+           - "p"
+           - "e"
+          EventIds:
+           - "11d72b55-1111-1111-1111-06c41040f123"
+           - "9a8a8054-1111-1111-1111-0df351043123"
+          Severity: "Medium"
+          SignerIp:
+           - "1"
+           - "0"
+           - "."
+           - "1"
+           - "0"
+           - "."
+           - "1"
+           - "0"
+           - "."
+           - "1"
+           - "0"
+          SignerUserAgent:
+           - "M"
+           - "o"
+           - "z"
+           - "i"
+           - "l"
+           - "l"
+           - "a"
+           - "/"
+           - "5"
+           - "."
+           - "0"
+           - " "
+           - "("
+           - "W"
+           - "i"
+           - "n"
+           - "d"
+           - "o"
+           - "w"
+           - "s"
+           - " "
+           - "N"
+           - "T"
+           - " "
+           - "1"
+           - "0"
+           - "."
+           - "0"
+           - ";"
+           - " "
+           - "W"
+           - "i"
+           - "n"
+           - "6"
+           - "4"
+           - ";"
+           - " "
+           - "x"
+           - "6"
+           - "4"
+           - ")"
+           - " "
+           - "A"
+           - "p"
+           - "p"
+           - "l"
+           - "e"
+           - "W"
+           - "e"
+           - "b"
+           - "K"
+           - "i"
+           - "t"
+           - "/"
+           - "5"
+           - "3"
+           - "7"
+           - "."
+           - "3"
+           - "6"
+           - " "
+           - "("
+           - "K"
+           - "H"
+           - "T"
+           - "M"
+           - "L"
+           - ","
+           - " "
+           - "l"
+           - "i"
+           - "k"
+           - "e"
+           - " "
+           - "G"
+           - "e"
+           - "c"
+           - "k"
+           - "o"
+           - ")"
+           - " "
+           - "C"
+           - "h"
+           - "r"
+           - "o"
+           - "m"
+           - "e"
+           - "/"
+           - "1"
+           - "2"
+           - "6"
+           - "."
+           - "0"
+           - "."
+           - "0"
+           - "."
+           - "0"
+           - " "
+           - "S"
+           - "a"
+           - "f"
+           - "a"
+           - "1"
+           - "1"
+           - "/"
+           - "3"
+           - "2"
+           - "7"
+           - "."
+           - "2"
+           - "1"
+          SignerUserId:
+           - "9"
+           - "2"
+           - "4"
+           - "e"
+           - "f"
+           - "2"
+           - "1"
+           - "2"
+           - "-"
+           - "6"
+           - "4"
+           - "3"
+           - "b"
+           - "-"
+           - "4"
+           - "1"
+           - "3"
+           - "7"
+           - "-"
+           - "9"
+           - "3"
+           - "f"
+           - "c"
+           - "-"
+           - "2"
+           - "1"
+           - "1"
+           - "1"
+           - "1"
+           - "4"
+           - "1"
+           - "5"
+           - "4"
+           - "3"
+           - "2"
+           - "1"
+        device: ""
+        eventId: "06823011-1111-1111-1111-369ce106a86c"
+        field: ""
+        latitude: 0
+        longitude: 0
+        object: "Alert"
+        organizationId: "7e8743ed-1111-1111-1111-16b409167123"
+        os: ""
+        property: ""
+        proxyLevel: ""
+        proxyStatus: ""
+        proxyType: ""
+        referencedUserId: ""
+        result: ""
+        site: "DEMO"
+        source: "Other"
+        state: ""
+        timestamp: "2024-07-10T07:00:38.8441378Z"
+      docusign:
+        status: "Warning"
+      http:
+        useragent: ""
+      network:
+        client:
+          ip: ""
+      user_info:
+        is_admin: "True"
+        user_status: "Active"
+        user_type: "CompanyUser"
+      usr:
+        id: "924ef212-1111-1111-1111-2111141d1231"
+        name: "John Doe"
+    message: |-
+      {
+        "user_info" : {
+          "is_admin" : "True",
+          "user_status" : "Active",
+          "user_type" : "CompanyUser",
+          "user_name" : "John Doe"
+        },
+        "activity_log" : {
+          "proxyStatus" : "",
+          "country" : "",
+          "data" : {
+            "SignerIp" : [ "1", "0", ".", "1", "0", ".", "1", "0", ".", "1", "0" ],
+            "EnvelopeType" : [ "E", "n", "v", "e", "l", "o", "p", "e" ],
+            "EventIds" : [ "11d72b55-1111-1111-1111-06c41040f123", "9a8a8054-1111-1111-1111-0df351043123" ],
+            "EnvelopeId" : [ "1", "8", "0", "a", "6", "4", "a", "b", "-", "3", "a", "7", "e", "-", "4", "7", "3", "3", "-", "9", "8", "5", "1", "-", "1", "4", "9", "1", "2", "3", "4", "5", "6", "5", "4", "7" ],
+            "SignerUserId" : [ "9", "2", "4", "e", "f", "2", "1", "2", "-", "6", "4", "3", "b", "-", "4", "1", "3", "7", "-", "9", "3", "f", "c", "-", "2", "1", "1", "1", "1", "4", "1", "5", "4", "3", "2", "1" ],
+            "SignerUserAgent" : [ "M", "o", "z", "i", "l", "l", "a", "/", "5", ".", "0", " ", "(", "W", "i", "n", "d", "o", "w", "s", " ", "N", "T", " ", "1", "0", ".", "0", ";", " ", "W", "i", "n", "6", "4", ";", " ", "x", "6", "4", ")", " ", "A", "p", "p", "l", "e", "W", "e", "b", "K", "i", "t", "/", "5", "3", "7", ".", "3", "6", " ", "(", "K", "H", "T", "M", "L", ",", " ", "l", "i", "k", "e", " ", "G", "e", "c", "k", "o", ")", " ", "C", "h", "r", "o", "m", "e", "/", "1", "2", "6", ".", "0", ".", "0", ".", "0", " ", "S", "a", "f", "a", "1", "1", "/", "3", "2", "7", ".", "2", "1" ],
+            "Severity" : "Medium"
+          },
+          "city" : "",
+          "latitude" : 0,
+          "source" : "Other",
+          "organizationId" : "7e8743ed-1111-1111-1111-16b409167123",
+          "result" : "",
+          "browser" : "",
+          "property" : "",
+          "referencedUserId" : "",
+          "action" : "SameSenderAndSigner",
+          "state" : "",
+          "timestamp" : "2024-07-10T07:00:38.8441378Z",
+          "longitude" : 0,
+          "eventId" : "06823011-1111-1111-1111-369ce106a86c",
+          "os" : "",
+          "affectedUserId" : "",
+          "ipAddress" : "",
+          "proxyType" : "",
+          "userAgent" : "",
+          "userId" : "924ef212-1111-1111-1111-2111141d1231",
+          "accountId" : "93a15559-1111-1111-1111-683ea2331231",
+          "site" : "DEMO",
+          "field" : "",
+          "proxyLevel" : "",
+          "device" : "",
+          "object" : "Alert"
+        }
+      }
+    status: "warn"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1720594838844
+ -
+  sample: |-
+    {
+      "user_info" : {
+        "is_admin" : "True",
+        "user_status" : "Active",
+        "user_type" : "CompanyUser",
+        "user_name" : "Jane Smith"
+      },
+      "activity_log" : {
+        "proxyStatus" : "",
+        "country" : "united states",
+        "data" : {
+          "GroupId" : "1111111"
+        },
+        "city" : "phoenix",
+        "latitude" : 33.51,
+        "source" : "Web",
+        "organizationId" : "",
+        "result" : "",
+        "browser" : "",
+        "property" : "",
+        "referencedUserId" : "",
+        "action" : "Deleted",
+        "state" : "arizona",
+        "timestamp" : "2024-07-10T07:26:16.5817447Z",
+        "longitude" : -112.08,
+        "eventId" : "fe670b26-1111-1111-1111-823e2fec8b2b",
+        "ipAddressLocation" : {
+          "country" : "united states",
+          "city" : "phoenix",
+          "latitude" : 33.51,
+          "state" : "arizona",
+          "longitude" : -112.08
+        },
+        "os" : "",
+        "affectedUserId" : "",
+        "ipAddress" : "10.10.10.10",
+        "proxyType" : "",
+        "userAgent" : "",
+        "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+        "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+        "site" : "DEMO",
+        "field" : "",
+        "proxyLevel" : "",
+        "device" : "",
+        "object" : "Group"
+      }
+    }
+  result:
+    custom:
+      activity_log:
+        accountId: "93a15559-1111-1111-1111-683ea233c006"
+        action: "Deleted"
+        affectedUserId: ""
+        browser: ""
+        city: "phoenix"
+        country: "united states"
+        data:
+          GroupId: "1111111"
+        device: ""
+        eventId: "fe670b26-1111-1111-1111-823e2fec8b2b"
+        field: ""
+        ipAddressLocation:
+          city: "phoenix"
+          country: "united states"
+          latitude: 33.51
+          longitude: -112.08
+          state: "arizona"
+        latitude: 33.51
+        longitude: -112.08
+        object: "Group"
+        organizationId: ""
+        os: ""
+        property: ""
+        proxyLevel: ""
+        proxyStatus: ""
+        proxyType: ""
+        referencedUserId: ""
+        result: ""
+        site: "DEMO"
+        source: "Web"
+        state: "arizona"
+        timestamp: "2024-07-10T07:26:16.5817447Z"
+      http:
+        useragent: ""
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      user_info:
+        is_admin: "True"
+        user_status: "Active"
+        user_type: "CompanyUser"
+      usr:
+        id: "fc8d7d8c-1111-1111-1111-2c7df15109d1"
+        name: "Jane Smith"
+    message: |-
+      {
+        "user_info" : {
+          "is_admin" : "True",
+          "user_status" : "Active",
+          "user_type" : "CompanyUser",
+          "user_name" : "Jane Smith"
+        },
+        "activity_log" : {
+          "proxyStatus" : "",
+          "country" : "united states",
+          "data" : {
+            "GroupId" : "1111111"
+          },
+          "city" : "phoenix",
+          "latitude" : 33.51,
+          "source" : "Web",
+          "organizationId" : "",
+          "result" : "",
+          "browser" : "",
+          "property" : "",
+          "referencedUserId" : "",
+          "action" : "Deleted",
+          "state" : "arizona",
+          "timestamp" : "2024-07-10T07:26:16.5817447Z",
+          "longitude" : -112.08,
+          "eventId" : "fe670b26-1111-1111-1111-823e2fec8b2b",
+          "ipAddressLocation" : {
+            "country" : "united states",
+            "city" : "phoenix",
+            "latitude" : 33.51,
+            "state" : "arizona",
+            "longitude" : -112.08
+          },
+          "os" : "",
+          "affectedUserId" : "",
+          "ipAddress" : "10.10.10.10",
+          "proxyType" : "",
+          "userAgent" : "",
+          "userId" : "fc8d7d8c-1111-1111-1111-2c7df15109d1",
+          "accountId" : "93a15559-1111-1111-1111-683ea233c006",
+          "site" : "DEMO",
+          "field" : "",
+          "proxyLevel" : "",
+          "device" : "",
+          "object" : "Group"
+        }
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1720596376581
diff --git a/docusign/assets/monitors/credential_leak_activity.json b/docusign/assets/monitors/credential_leak_activity.json
new file mode 100644
index 0000000000000..d16fb1809701d
--- /dev/null
+++ b/docusign/assets/monitors/credential_leak_activity.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-08-14",
+	"last_updated_at": "2024-08-14",
+	"title": "[Docusign] Credential Leak Detected",
+	"description": "Credential leak activity is monitored.",
+	"definition": {
+		"id": 149880208,
+		"name": "[Docusign] Credential Leak Detected",
+		"type": "log alert",
+		"query": "logs(\"source:docusign @activity_log.object:Alert @activity_log.action:CredentialLeakDetected\").index(\"*\").rollup(\"cardinality\", \"@activity_log.eventId\").last(\"1d\") >= 10",
+		"message": "{{#is_warning}}\n\nCredential leak has been observed for multiple users.  \nCurrent Value: {{value}}  \nThreshold: {{warn_threshold}}\n\n{{/is_warning}}\n\n{{#is_alert}}\n\nCredential leak has been observed for multiple users.  \nCurrent Value: {{value}}  \nThreshold: {{threshold}}\n\n{{/is_alert}}\n\n@email@example.log",
+		"tags": [
+			"docusign"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:docusign"
+	]
+}
\ No newline at end of file
diff --git a/docusign/assets/monitors/multiple_login_attempts.json b/docusign/assets/monitors/multiple_login_attempts.json
new file mode 100644
index 0000000000000..ee2ca9ee927e9
--- /dev/null
+++ b/docusign/assets/monitors/multiple_login_attempts.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-08-14",
+	"last_updated_at": "2024-08-14",
+	"title": "[Docusign] Too Many Login Attempts",
+	"description": "Multiple login attempts are monitored.",
+	"definition": {
+		"id": 149879927,
+		"name": "[Docusign] Too Many Login Attempts",
+		"type": "log alert",
+		"query": "logs(\"source:docusign @activity_log.object:Alert @activity_log.action:TooManyLoginFailures\").index(\"*\").rollup(\"cardinality\", \"@activity_log.eventId\").last(\"1d\") >= 10",
+		"message": "{{#is_warning}}\n\nSeveral login failures have been detected for multiple users in the past 24 hours.  \nCurrent Value: {{value}}  \nThreshold: {{warn_threshold}}\n\n{{/is_warning}}\n\n{{#is_alert}}\n\nSeveral login failures have been detected for multiple users in the past 24 hours.  \nCurrent Value: {{value}}  \nThreshold: {{threshold}}\n\n{{/is_alert}}\n\n@email@example.com",
+		"tags": [
+			"docusign"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:docusign"
+	]
+}
\ No newline at end of file
diff --git a/docusign/assets/monitors/unauthorized_ip_activity.json b/docusign/assets/monitors/unauthorized_ip_activity.json
new file mode 100644
index 0000000000000..fc53d5c37f0b9
--- /dev/null
+++ b/docusign/assets/monitors/unauthorized_ip_activity.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-08-14",
+	"last_updated_at": "2024-08-14",
+	"title": "[Docusign] Unauthorized IP Address Activity",
+	"description": "Unauthorized ip address activity is monitored.",
+	"definition": {
+		"id": 150031469,
+		"name": "[Docusign] Unauthorized IP Address Activity",
+		"type": "log alert",
+		"query": "logs(\"source:docusign @activity_log.object:Alert @activity_log.action:IpAddressOutsideAllowedRanges\").index(\"*\").rollup(\"cardinality\", \"@activity_log.eventId\").last(\"1d\") >= 10",
+		"message": "{{#is_warning}}\n\nNumber of Activities from Unauthorized IPs have exceeded the threshold value.  \nCurrent Value: {{value}}  \nThreshold: {{warn_threshold}} \n\n{{/is_warning}}\n\n{{#is_alert}}\n\nNumber of Activities from Unauthorized IPs have exceeded the threshold value.  \nCurrent Value: {{value}}  \nThreshold: {{threshold}}\n\n{{/is_alert}}\n\n@email@example.com",
+		"tags": [
+			"docusign"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:docusign"
+	]
+}
\ No newline at end of file
diff --git a/docusign/images/docusign_account.png b/docusign/images/docusign_account.png
new file mode 100644
index 0000000000000..c52c5dcc6c23b
Binary files /dev/null and b/docusign/images/docusign_account.png differ
diff --git a/docusign/images/docusign_alert.png b/docusign/images/docusign_alert.png
new file mode 100644
index 0000000000000..c730a710a78f1
Binary files /dev/null and b/docusign/images/docusign_alert.png differ
diff --git a/docusign/images/docusign_envelope.png b/docusign/images/docusign_envelope.png
new file mode 100644
index 0000000000000..bf48af3d42015
Binary files /dev/null and b/docusign/images/docusign_envelope.png differ
diff --git a/docusign/images/docusign_overview.png b/docusign/images/docusign_overview.png
new file mode 100644
index 0000000000000..f4e5816e01a6f
Binary files /dev/null and b/docusign/images/docusign_overview.png differ
diff --git a/docusign/images/docusign_template.png b/docusign/images/docusign_template.png
new file mode 100644
index 0000000000000..9b6b01d8da250
Binary files /dev/null and b/docusign/images/docusign_template.png differ
diff --git a/docusign/manifest.json b/docusign/manifest.json
index 9f136ac4bcac2..ba3e409c3bbca 100644
--- a/docusign/manifest.json
+++ b/docusign/manifest.json
@@ -10,7 +10,33 @@
     "changelog": "CHANGELOG.md",
     "description": "Gain insights into Docusign event logs",
     "title": "Docusign",
-    "media": [],
+    "media": [
+      {
+        "caption": "Docusign Overview",
+        "image_url": "images/docusign_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Docusign Envelope",
+        "image_url": "images/docusign_envelope.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Docusign Template",
+        "image_url": "images/docusign_template.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Docusign Account",
+        "image_url": "images/docusign_account.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Docusign Alert",
+        "image_url": "images/docusign_alert.png",
+        "media_type": "image"
+      }
+    ],
     "classifier_tags": [
       "Category::Log Collection",
       "Offering::Integration",
@@ -29,14 +55,26 @@
         "metadata_path": "assets/service_checks.json"
       }
     },
+    "dashboards": {
+      "Docusign - Overview" : "assets/dashboards/docusign_overview.json",
+      "Docusign - Envelope" : "assets/dashboards/docusign_envelope.json",
+      "Docusign - Template" : "assets/dashboards/docusign_template.json",
+      "Docusign - Account" : "assets/dashboards/docusign_account.json",
+      "Docusign - Alert" : "assets/dashboards/docusign_alert.json"
+    },
+    "monitors": {
+      "Credential Leak Detected" : "assets/monitors/credential_leak_activity.json",
+      "Too Many Login Attempts" : "assets/monitors/multiple_login_attempts.json",
+      "Unauthorized IP Address Activity" : "assets/monitors/unauthorized_ip_activity.json"
+    },
     "logs": {
       "source": "docusign"
     }
   },
   "author": {
+    "support_email": "help@datadoghq.com",
     "name": "Datadog",
     "homepage": "https://www.datadoghq.com",
-    "sales_email": "info@datadoghq.com",
-    "support_email": "help@datadoghq.com"
+    "sales_email": "info@datadoghq.com"
   }
-}
+}
\ No newline at end of file
diff --git a/dotnetclr/CHANGELOG.md b/dotnetclr/CHANGELOG.md
index 891663c37b57f..b7407151c0ea2 100644
--- a/dotnetclr/CHANGELOG.md
+++ b/dotnetclr/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/dotnetclr/changelog.d/18207.added b/dotnetclr/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/dotnetclr/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/dotnetclr/changelog.d/18580.removed b/dotnetclr/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/dotnetclr/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/dotnetclr/changelog.d/18617.fixed b/dotnetclr/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/dotnetclr/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/dotnetclr/datadog_checks/dotnetclr/__about__.py b/dotnetclr/datadog_checks/dotnetclr/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/dotnetclr/datadog_checks/dotnetclr/__about__.py
+++ b/dotnetclr/datadog_checks/dotnetclr/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/druid/CHANGELOG.md b/druid/CHANGELOG.md
index 2a738431c1257..e2fd2ecc6770b 100644
--- a/druid/CHANGELOG.md
+++ b/druid/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/druid/changelog.d/18207.added b/druid/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/druid/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/druid/changelog.d/18580.removed b/druid/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/druid/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/druid/changelog.d/18617.fixed b/druid/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/druid/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/druid/datadog_checks/druid/__about__.py b/druid/datadog_checks/druid/__about__.py
index f046338059ddf..78967d676d1af 100644
--- a/druid/datadog_checks/druid/__about__.py
+++ b/druid/datadog_checks/druid/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/duckdb/CHANGELOG.md b/duckdb/CHANGELOG.md
new file mode 100644
index 0000000000000..1a08d7960b6df
--- /dev/null
+++ b/duckdb/CHANGELOG.md
@@ -0,0 +1,4 @@
+# CHANGELOG - DuckDB
+
+<!-- towncrier release notes start -->
+
diff --git a/duckdb/README.md b/duckdb/README.md
new file mode 100644
index 0000000000000..e99354630dbda
--- /dev/null
+++ b/duckdb/README.md
@@ -0,0 +1,67 @@
+# Agent Check: DuckDB
+
+## Overview
+
+DuckDB is a high-performance analytical database system. It is available as a standalone CLI application and has clients for Python, R, Java, Wasm, etc., with deep integrations with packages such as pandas and dplyr.
+
+For more information on using DuckDB, refer to the [DuckDB documentation][9].
+
+This check monitors [DuckDB][1] through the Datadog Agent. 
+
+## Setup
+
+DuckDB has two configurable options for concurrency:
+
+- One process can both read and write to the database.
+- Multiple processes can read from the database, but no processes can write (access_mode = 'READ_ONLY').
+
+<div class="alert alert-warning">
+The Datadog Agent uses the <code>read_only</code> mode to get metrics, with a default frequency of 60 seconds (<code>min_collection_interval</code>). 
+You can increase this value to reduce concurrency issues.
+</div>
+
+Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+### Installation
+
+The DuckDB check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+1. Edit the `duckdb.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your duckdb performance data. See the [sample duckdb.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `duckdb` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The DuckDB integration does not include any events.
+
+### Service Checks
+
+The DuckDB integration does not include any service checks.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][8].
+
+
+[1]: https://docs.datadoghq.com/integrations/duckdb/
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/duckdb/datadog_checks/duckdb/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/duckdb/metadata.csv
+[8]: https://docs.datadoghq.com/help/
+[9]: https://duckdb.org/docs/
diff --git a/duckdb/assets/configuration/spec.yaml b/duckdb/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..b7c19b5c4b2e5
--- /dev/null
+++ b/duckdb/assets/configuration/spec.yaml
@@ -0,0 +1,34 @@
+name: DuckDB
+files:
+- name: duckdb.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/default
+  - template: instances
+    options:
+    - name: db_name
+      required: true
+      description: |
+        The database to connect to (file path).
+        NOTE: DuckDB databases are stored as files.
+      value:
+        example: "/path-to-file/my_database.db"
+        type: string
+    - name: connection_attempt
+      description: | 
+        The number of retries to connect to the database in case of failure
+      value:
+        type: integer
+        default: 3
+        display_default: 3
+    - template: instances/default
+      overrides:
+        min_collection_interval.description: |
+          This changes the collection interval of this check to avoid 
+          the risk of locking the database file.
+          If your database file is heavily used in write mode, you changes
+          further increase this value to minimise the monitoring acccess.
+        min_collection_interval.value.default: 60
+        min_collection_interval.value.example: 60
+        min_collection_interval.enabled: true
diff --git a/duckdb/assets/dashboards/overview.json b/duckdb/assets/dashboards/overview.json
new file mode 100644
index 0000000000000..1daf1b6016dea
--- /dev/null
+++ b/duckdb/assets/dashboards/overview.json
@@ -0,0 +1,500 @@
+{
+    "author_name": "Datadog",
+    "description": "This dashboard provides an overview of your DuckDB metrics describing the systems behavior.\n\n**Useful Links**\n[DuckDB Datadog Docs](https://docs.datadoghq.com/integrations/duckdb/)\n\n[DuckDB documentation](https://duckdb.org/docs/)\n\n[DuckDB Github](https://github.com/duckdb/duckdb)\n\n",
+    "layout_type": "ordered",
+    "template_variables": [
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "db_name",
+            "prefix": "db_name"
+        }
+    ],
+    "title": "DuckDB Overview",
+    "widgets": [
+        {
+            "definition": {
+                "background_color": "vivid_yellow",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "DuckDB",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "has_background": false,
+                            "has_border": false,
+                            "horizontal_align": "center",
+                            "margin": "md",
+                            "sizing": "contain",
+                            "type": "image",
+                            "url": "https://static.datadoghq.com/static/images/logos/duckdb_large.svg",
+                            "url_dark_theme": "https://static.datadoghq.com/static/images/logos/duckdb_large.svg",
+                            "vertical_align": "center"
+                        },
+                        "id": 6432334130190000,
+                        "layout": {
+                            "height": 3,
+                            "width": 5,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "background_color": "white",
+                            "content": "# DuckDB\n\nThis dashboard provides an overview of your DuckDB metrics describing the systems behavior.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "left",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "top"
+                        },
+                        "id": 3714321984694836,
+                        "layout": {
+                            "height": 2,
+                            "width": 3,
+                            "x": 0,
+                            "y": 3
+                        }
+                    },
+                    {
+                        "definition": {
+                            "background_color": "white",
+                            "content": "# Useful Links\n\n[DuckDB Datadog Docs](https://docs.datadoghq.com/integrations/duckdb/)\n\n[DuckDB documentation](https://duckdb.org/docs/)\n\n[DuckDB Github](https://github.com/duckdb/duckdb)\n\n",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "left",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "top"
+                        },
+                        "id": 1536734468270818,
+                        "layout": {
+                            "height": 2,
+                            "width": 2,
+                            "x": 3,
+                            "y": 3
+                        }
+                    }
+                ]
+            },
+            "id": 887604651372246,
+            "layout": {
+                "height": 6,
+                "width": 5,
+                "x": 0,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_yellow",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Overview",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "yellow",
+                            "content": "The monitor summary shows you any active alerts for the most crucial Metrics.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": true,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 3101692221244542,
+                        "layout": {
+                            "height": 1,
+                            "width": 7,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "color_preference": "text",
+                            "count": 50,
+                            "display_format": "countsAndList",
+                            "hide_zero_counts": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:integration:duckdb",
+                            "show_last_triggered": false,
+                            "show_priority": false,
+                            "show_status": true,
+                            "sort": "status,asc",
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "title": "DuckDB Monitors",
+                            "type": "manage_status"
+                        },
+                        "id": 8571980687166244,
+                        "layout": {
+                            "height": 4,
+                            "width": 7,
+                            "x": 0,
+                            "y": 1
+                        }
+                    }
+                ]
+            },
+            "id": 6362435338630310,
+            "layout": {
+                "height": 6,
+                "width": 7,
+                "x": 5,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_yellow",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "DuckDB Ressources",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "orange",
+                            "content": "The maximum memory along with the number of total threads used by the system.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": true,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 2087294854638528,
+                        "layout": {
+                            "height": 1,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "bars",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:duckdb.memory_limit{*} by {host}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "orange"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "Memory Limit",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 3652938115508786,
+                        "layout": {
+                            "height": 3,
+                            "width": 6,
+                            "x": 0,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:duckdb.worker_threads{*} by {db_name}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "legend": "automatic",
+                                    "type": "stacked"
+                                }
+                            },
+                            "title": "Worker Threads ",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "toplist"
+                        },
+                        "id": 1155658411475320,
+                        "layout": {
+                            "height": 3,
+                            "width": 6,
+                            "x": 6,
+                            "y": 1
+                        }
+                    }
+                ]
+            },
+            "id": 2494151462759112,
+            "layout": {
+                "height": 5,
+                "width": 12,
+                "x": 0,
+                "y": 6
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_yellow",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Rows",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "purple",
+                            "content": "The WAL size threshold at which to automatically trigger a checkpoint.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": true,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 2970835968640364,
+                        "layout": {
+                            "height": 1,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "bars",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:duckdb.wal_autocheckpoint{*} by {db_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "purple"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "WAL Autocheckpoint",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 6308021610440176,
+                        "layout": {
+                            "height": 3,
+                            "width": 12,
+                            "x": 0,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "background_color": "yellow",
+                            "content": "When writing using PARTITION_BY, the maximum amount of files the system can keep open before flushing to disk as well as the  threshold in number of rows after which DuckDB flush a thread state.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": true,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 6282401181522508,
+                        "layout": {
+                            "height": 1,
+                            "width": 12,
+                            "x": 0,
+                            "y": 4
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "line",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:duckdb.partitioned_write_flush_threshold{*} by {db_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "warm"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "The threshold in number of rows to flush a thread state",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 2826656743476160,
+                        "layout": {
+                            "height": 3,
+                            "width": 6,
+                            "x": 0,
+                            "y": 5
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "line",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:duckdb.partitioned_write_max_open_files{*} by {db_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "semantic"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "The maximum amount of files the system can keep open before flushing to disk",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 368005232053480,
+                        "layout": {
+                            "height": 3,
+                            "width": 6,
+                            "x": 6,
+                            "y": 5
+                        }
+                    }
+                ]
+            },
+            "id": 5512810485872432,
+            "layout": {
+                "height": 9,
+                "width": 12,
+                "x": 0,
+                "y": 11
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/duckdb/assets/monitors/memory_limit.json b/duckdb/assets/monitors/memory_limit.json
new file mode 100644
index 0000000000000..3398c558ffdda
--- /dev/null
+++ b/duckdb/assets/monitors/memory_limit.json
@@ -0,0 +1,29 @@
+{
+    "version": 2,
+    "created_at": "2025-01-07",
+    "last_updated_at": "2025-01-07",
+    "title": "DuckDB Memory limit is high",
+    "description": "",
+    "tags": [
+      "integration:duckdb"
+    ],
+    "definition": {
+      "name": "DuckDB Memory limit is high",
+      "type": "query alert",
+      "query": "avg(last_5m):avg:duckdb.memory_limit{*} by {host} > 1000000000",
+      "message": "{{#is_alert}}\nThe memory limit for DuckDB database on host {{host.name}} is above the default limit of 1GB.\n{{/is_alert}}",
+      "tags": [
+        "integration:duckdb"
+      ],
+      "options": {
+        "thresholds": {
+          "critical": 1000000000
+        },
+        "notify_audit": false,
+        "include_tags": true,
+        "new_group_delay": 60,
+        "avalanche_window": 10
+      },
+      "priority": null
+    }
+  }
\ No newline at end of file
diff --git a/duckdb/assets/monitors/worker_thread.json b/duckdb/assets/monitors/worker_thread.json
new file mode 100644
index 0000000000000..6b618e1e9efb0
--- /dev/null
+++ b/duckdb/assets/monitors/worker_thread.json
@@ -0,0 +1,29 @@
+{
+  "version": 2,
+  "created_at": "2025-01-07",
+  "last_updated_at": "2025-01-07",
+  "title": "DuckDB number of CPU cores used is high",
+  "description": "",
+  "tags": [
+    "integration:duckdb"
+  ],
+  "definition": {
+    "name": "DuckDB number of CPU cores used is high",
+    "type": "query alert",
+    "query": "avg(last_5m):avg:duckdb.worker_threads{*} by {host} > 10",
+    "message": "{{#is_alert}}\nThe worker thread used for DuckDB database on host {{host.name}} is above the default limit of 10 CPU cores.\n{{/is_alert}}",
+    "tags": [
+      "integration:duckdb"
+    ],
+    "options": {
+      "thresholds": {
+        "critical": 10
+      },
+      "notify_audit": false,
+      "include_tags": true,
+      "new_group_delay": 60,
+      "avalanche_window": 10
+    },
+    "priority": null
+  }
+}
\ No newline at end of file
diff --git a/duckdb/assets/service_checks.json b/duckdb/assets/service_checks.json
new file mode 100644
index 0000000000000..6c87723be2c74
--- /dev/null
+++ b/duckdb/assets/service_checks.json
@@ -0,0 +1,2 @@
+
+[]
diff --git a/duckdb/changelog.d/1.added b/duckdb/changelog.d/1.added
new file mode 100644
index 0000000000000..aa949b47b7b41
--- /dev/null
+++ b/duckdb/changelog.d/1.added
@@ -0,0 +1 @@
+Initial Release
\ No newline at end of file
diff --git a/duckdb/datadog_checks/__init__.py b/duckdb/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/duckdb/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/duckdb/datadog_checks/duckdb/__about__.py b/duckdb/datadog_checks/duckdb/__about__.py
new file mode 100644
index 0000000000000..e9541ce83e9e5
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '0.0.1'
diff --git a/duckdb/datadog_checks/duckdb/__init__.py b/duckdb/datadog_checks/duckdb/__init__.py
new file mode 100644
index 0000000000000..f23ef58f4ed30
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import DuckdbCheck
+
+__all__ = ['__version__', 'DuckdbCheck']
diff --git a/duckdb/datadog_checks/duckdb/check.py b/duckdb/datadog_checks/duckdb/check.py
new file mode 100644
index 0000000000000..2fb746bb40c53
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/check.py
@@ -0,0 +1,166 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import json
+import os
+import re
+import time
+from contextlib import closing, contextmanager
+from copy import deepcopy
+
+import duckdb
+
+from datadog_checks.base import AgentCheck
+from datadog_checks.base.utils.db import QueryManager
+
+from .queries import DEFAULT_QUERIES
+
+
+class DuckdbCheck(AgentCheck):
+
+    # This will be the prefix of every metric and service check the integration sends
+    __NAMESPACE__ = 'duckdb'
+
+    def __init__(self, name, init_config, instances):
+        super(DuckdbCheck, self).__init__(name, init_config, instances)
+
+        self.db_name = self.instance.get('db_name')
+        self.connection_attempt = int(self.instance.get('connection_attempt', 3))
+
+        self.tags = self.instance.get('tags', [])
+        self._connection = None
+        self._connect_params = None
+        self._tags = []
+        self._query_errors = 0
+
+        manager_queries = deepcopy(DEFAULT_QUERIES)
+
+        self._query_manager = QueryManager(
+            self,
+            self._execute_query_raw,
+            queries=manager_queries,
+            tags=self.tags,
+            error_handler=self._executor_error_handler,
+        )
+        self.check_initializations.append(self.initialize_config)
+        self.check_initializations.append(self._query_manager.compile_queries)
+
+    def check(self, _):
+        retry_delay = 5
+        max_retries = self.connection_attempt
+        for attempt in range(1, max_retries + 1):
+            try:
+                with self.connect() as conn:
+                    if conn:
+                        self._connection = conn
+                        self._query_manager.execute()
+                        break
+            except Exception as e:
+                self.log.warning('Unable to connect to the database:  "%s" , retrying...', e)
+                if attempt < max_retries:
+                    time.sleep(retry_delay)
+                else:
+                    self.log.error('Max connection retries reached')
+
+    def _execute_query_raw(self, query):
+        with closing(self._connection.cursor()) as cursor:
+            query = query.format(self.db_name)
+            curs = cursor.execute(query)
+            if len(curs.fetchall()) < 1:
+                self._query_errors += 1
+                self.log.warning('Failed to fetch records from query: `%s`.', query)
+                return None
+            for row in cursor.execute(query).fetchall():
+                # Try to find the field name or version from the query, anything else would fail
+                pattern_version = r"\bversion\b"
+                query_version = re.search(pattern_version, query)
+                if query_version:
+                    query_name = 'version'
+                else:
+                    pattern = r"(?i)\bname\s*=\s*'([^']+)'"
+                    query_name = re.search(pattern, query).group(1)
+                try:
+                    yield self._queries_processor(row, query_name)
+                except Exception as e:
+                    self.log.debug(
+                        'Unable to process row returned from query "%s", skipping row %s. %s', query_name, row, e
+                    )
+                    yield row
+
+    def _queries_processor(self, row, query_name):
+        unprocessed_row = row
+        # Return database version
+        if query_name == 'version':
+            self.submit_version(row)
+            return unprocessed_row
+
+        self.log.debug('Row processor returned: %s. \nFrom query: "%s"', unprocessed_row, query_name)
+        return unprocessed_row
+
+    @contextmanager
+    def connect(self):
+        conn = None
+        # Only attempt connection if the Database file exists
+        if os.path.exists(self.db_name):
+            try:
+                # Try to establish the connection in read only mode
+                conn = duckdb.connect(self.db_name, read_only=True)
+                self.log.info('Connected to DuckDB database.')
+                yield conn
+            except Exception as e:
+                if 'Conflicting lock' in str(e):
+                    self.log.error('Lock conflict detected')
+                else:
+                    self.log.error('Unable to connect to DuckDB database. %s.', e)
+            finally:
+                if conn:
+                    conn.close()
+        else:
+            self.log.error('Database file not found')
+
+    def initialize_config(self):
+        self._connect_params = json.dumps(
+            {
+                'db_name': self.db_name,
+            }
+        )
+        global_tags = [
+            'db_name:{}'.format(self.instance.get('db_name')),
+        ]
+        if self.tags is not None:
+            global_tags.extend(self.tags)
+        self._tags = global_tags
+        self._query_manager.tags = self._tags
+
+    @AgentCheck.metadata_entrypoint
+    def submit_version(self, row):
+        """
+        Example version: v1.1.1
+        """
+        try:
+            duckdb_version_row = row[0]
+            duckdb_version = duckdb_version_row[1:]
+            version_split = duckdb_version.split('.')
+
+            if len(version_split) >= 3:
+                major = version_split[0]
+                minor = version_split[1]
+                patch = version_split[2]
+
+                version_raw = f'{major}.{minor}.{patch}'
+
+                version_parts = {
+                    'major': major,
+                    'minor': minor,
+                    'patch': patch,
+                }
+                self.set_metadata('version', version_raw, scheme='parts', final_scheme='semver', part_map=version_parts)
+            else:
+                self.log.debug("Malformed DuckDB version format: %s", duckdb_version_row)
+        except Exception as e:
+            self.log.warning("Could not retrieve version metadata: %s", e)
+
+    def _executor_error_handler(self, error):
+        self.log.debug('Error from query "%s"', error)
+        self._query_errors += 1
+        return error
diff --git a/duckdb/datadog_checks/duckdb/config_models/__init__.py b/duckdb/datadog_checks/duckdb/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/duckdb/datadog_checks/duckdb/config_models/defaults.py b/duckdb/datadog_checks/duckdb/config_models/defaults.py
new file mode 100644
index 0000000000000..c99e7d0251838
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/config_models/defaults.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def instance_connection_attempt():
+    return 3
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_min_collection_interval():
+    return 60
diff --git a/duckdb/datadog_checks/duckdb/config_models/instance.py b/duckdb/datadog_checks/duckdb/config_models/instance.py
new file mode 100644
index 0000000000000..7e183b58aad41
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/config_models/instance.py
@@ -0,0 +1,63 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    connection_attempt: Optional[int] = None
+    db_name: str
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    min_collection_interval: Optional[float] = None
+    service: Optional[str] = None
+    tags: Optional[tuple[str, ...]] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/duckdb/datadog_checks/duckdb/config_models/shared.py b/duckdb/datadog_checks/duckdb/config_models/shared.py
new file mode 100644
index 0000000000000..e39d447dfc4b9
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/config_models/shared.py
@@ -0,0 +1,45 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import validators
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    service: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/duckdb/datadog_checks/duckdb/config_models/validators.py b/duckdb/datadog_checks/duckdb/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/duckdb/datadog_checks/duckdb/data/conf.yaml.example b/duckdb/datadog_checks/duckdb/data/conf.yaml.example
new file mode 100644
index 0000000000000..86f32b93c5534
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/data/conf.yaml.example
@@ -0,0 +1,67 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+    ## @param db_name - string - required
+    ## The database to connect to (file path).
+    ## NOTE: DuckDB databases are stored as files.
+    #
+  - db_name: /path-to-file/my_database.db
+
+    ## @param connection_attempt - integer - optional - default: 3
+    ## The number of retries to connect to the database in case of failure
+    #
+    # connection_attempt: <CONNECTION_ATTEMPT>
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 60
+    ## This changes the collection interval of this check to avoid 
+    ## the risk of locking the database file.
+    ## If your database file is heavily used in write mode, you changes
+    ## further increase this value to minimise the monitoring acccess.
+    #
+    min_collection_interval: 60
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
diff --git a/duckdb/datadog_checks/duckdb/queries.py b/duckdb/datadog_checks/duckdb/queries.py
new file mode 100644
index 0000000000000..e09030edbb3be
--- /dev/null
+++ b/duckdb/datadog_checks/duckdb/queries.py
@@ -0,0 +1,68 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+
+DUCKDB_VERSION = {
+    'name': 'version',
+    'query': "SELECT version();",
+    'columns': [{'name': 'version', 'type': 'source'}],
+}
+
+DUCKDDB_WAL = {
+    'name': 'wal_autocheckpoint',
+    'query': " SELECT CAST(SUBSTR(value, 1, LENGTH(value) - 3) AS BIGINT) * "
+    "CASE "
+    " WHEN RIGHT(value, 3) = 'KiB' THEN 1024 "
+    " WHEN RIGHT(value, 3) = 'MiB' THEN 1024 * 1024 "
+    " WHEN RIGHT(value, 3) = 'GiB' THEN 1024 * 1024 * 1024 "
+    " WHEN RIGHT(value, 3) = 'TiB' THEN 1024 * 1024 * 1024 * 1024 "
+    " ELSE 1 "
+    " END AS value_in_bytes FROM duckdb_settings() WHERE name = 'wal_autocheckpoint';",
+    'columns': [{'name': 'wal_autocheckpoint', 'type': 'gauge'}],
+}
+
+
+DUCKDDB_THREADS = {
+    'name': 'worker_threads',
+    'query': "select value from duckdb_settings() where name = 'worker_threads';",
+    'columns': [{'name': 'worker_threads', 'type': 'gauge'}],
+}
+
+
+DUCKDB_MEMORY_LIMIT = {
+    'name': 'memory_limit',
+    'query': " SELECT CAST(SUBSTR(value, 1, LENGTH(value) - 3) AS BIGINT) * "
+    "CASE "
+    " WHEN RIGHT(value, 3) = 'KiB' THEN 1024 "
+    " WHEN RIGHT(value, 3) = 'MiB' THEN 1024 * 1024 "
+    " WHEN RIGHT(value, 3) = 'GiB' THEN 1024 * 1024 * 1024 "
+    " WHEN RIGHT(value, 3) = 'TiB' THEN 1024 * 1024 * 1024 * 1024 "
+    " ELSE 1 "
+    " END AS value_in_bytes FROM duckdb_settings() WHERE name = 'memory_limit';",
+    'columns': [{'name': 'memory_limit', 'type': 'gauge'}],
+}
+
+
+DUCKDB_PART_WRITE_FLUSH_THRESHOLD = {
+    'name': 'partitioned_write_flush_threshold',
+    'query': " SELECT  CAST(value AS INTEGER) AS value_as_integer "
+    " FROM duckdb_settings() WHERE name = 'partitioned_write_flush_threshold';",
+    'columns': [{'name': 'partitioned_write_flush_threshold', 'type': 'gauge'}],
+}
+
+DUCKDB_PART_WRITE_MAX_OPEN_FILES = {
+    'name': 'partitioned_write_max_open_files',
+    'query': " SELECT  CAST(value AS INTEGER) AS value_as_integer "
+    " FROM duckdb_settings() WHERE name = 'partitioned_write_max_open_files';",
+    'columns': [{'name': 'partitioned_write_max_open_files', 'type': 'gauge'}],
+}
+
+DEFAULT_QUERIES = [
+    DUCKDB_VERSION,
+    DUCKDDB_THREADS,
+    DUCKDDB_WAL,
+    DUCKDB_MEMORY_LIMIT,
+    DUCKDB_PART_WRITE_FLUSH_THRESHOLD,
+    DUCKDB_PART_WRITE_MAX_OPEN_FILES,
+]
diff --git a/duckdb/hatch.toml b/duckdb/hatch.toml
new file mode 100644
index 0000000000000..c79a82d22f2c5
--- /dev/null
+++ b/duckdb/hatch.toml
@@ -0,0 +1,8 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
+version = ["1.1.1"]
+
+[envs.default.overrides]
+matrix.version.env-vars = "DUCKDB_VERSION"
\ No newline at end of file
diff --git a/duckdb/manifest.json b/duckdb/manifest.json
new file mode 100644
index 0000000000000..7fb20a4f5aa6a
--- /dev/null
+++ b/duckdb/manifest.json
@@ -0,0 +1,60 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "a905fbe6-135f-4189-b027-4bdc58e51e29",
+  "app_id": "duckdb",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Integration for DuckDB",
+    "title": "DuckDB",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Metrics",
+      "Offering::Integration",
+      "Submitted Data Type::Metrics"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 28902456,
+      "source_type_name": "DuckDB",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "duckdb.",
+        "check": "duckdb.memory_limit",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      },
+      "process_signatures": [
+        "duckdb"
+      ]
+    },
+    "dashboards": {
+      "DuckDB Overview": "assets/dashboards/overview.json"
+    },
+    "monitors": {
+      "DuckDB number of CPU cores used is high": "assets/monitors/worker_thread.json",
+      "DuckDB Memory limit is high": "assets/monitors/memory_limit.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/duckdb/metadata.csv b/duckdb/metadata.csv
new file mode 100644
index 0000000000000..0704022a503ab
--- /dev/null
+++ b/duckdb/metadata.csv
@@ -0,0 +1,6 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+duckdb.memory_limit,gauge,,byte,,The maximum memory of the system.,0,duckdb,,,
+duckdb.partitioned_write_flush_threshold,gauge,,,,The threshold in number of rows after which we flush a thread state when writing using PARTITION_BY.,0,duckdb,,,
+duckdb.partitioned_write_max_open_files,gauge,,,,The maximum amount of files the system can keep open before flushing to disk when writing using PARTITION_BY.,0,duckdb,,,
+duckdb.wal_autocheckpoint,gauge,,byte,,The WAL size threshold at which to automatically trigger a checkpoint.,0,duckdb,,,
+duckdb.worker_threads,gauge,,,,The number of total threads used by the system.,0,duckdb,,,
diff --git a/duckdb/pyproject.toml b/duckdb/pyproject.toml
new file mode 100644
index 0000000000000..801b00ea69063
--- /dev/null
+++ b/duckdb/pyproject.toml
@@ -0,0 +1,62 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-duckdb"
+description = "The DuckDB check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "duckdb",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=37.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = [
+    "duckdb==1.1.1",
+]
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/duckdb/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/duckdb",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/duckdb/tests/__init__.py b/duckdb/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/duckdb/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/duckdb/tests/common.py b/duckdb/tests/common.py
new file mode 100644
index 0000000000000..7fa9e7a75b9a5
--- /dev/null
+++ b/duckdb/tests/common.py
@@ -0,0 +1,23 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import os
+
+from datadog_checks.dev import get_here
+
+HERE = get_here()
+DB_NAME = 'data/sample.db'
+WRONG_DB_NAME = 'test.db'
+
+DB = os.path.join(HERE, DB_NAME)
+
+DEFAULT_INSTANCE = {'db_name': DB}
+WRONG_INSTANCE = {'db_name': WRONG_DB_NAME}
+
+METRICS_MAP = [
+    'duckdb.worker_threads',
+    'duckdb.wal_autocheckpoint',
+    'duckdb.memory_limit',
+    'duckdb.partitioned_write_flush_threshold',
+    'duckdb.partitioned_write_max_open_files',
+]
diff --git a/duckdb/tests/conftest.py b/duckdb/tests/conftest.py
new file mode 100644
index 0000000000000..9fbf7220d4ef2
--- /dev/null
+++ b/duckdb/tests/conftest.py
@@ -0,0 +1,18 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from copy import deepcopy
+
+import pytest
+
+from . import common
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    yield common.DEFAULT_INSTANCE
+
+
+@pytest.fixture
+def instance():
+    return deepcopy(common.DEFAULT_INSTANCE)
diff --git a/duckdb/tests/data/sample.db b/duckdb/tests/data/sample.db
new file mode 100644
index 0000000000000..021514090f2e9
Binary files /dev/null and b/duckdb/tests/data/sample.db differ
diff --git a/duckdb/tests/test_e2e.py b/duckdb/tests/test_e2e.py
new file mode 100644
index 0000000000000..c9eab0ad6ab45
--- /dev/null
+++ b/duckdb/tests/test_e2e.py
@@ -0,0 +1,10 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import pytest
+
+
+@pytest.mark.e2e
+def test_e2e(dd_agent_check):
+    aggregator = dd_agent_check()
+    aggregator.assert_all_metrics_covered()
diff --git a/duckdb/tests/test_integration.py b/duckdb/tests/test_integration.py
new file mode 100644
index 0000000000000..c5d96a1c15118
--- /dev/null
+++ b/duckdb/tests/test_integration.py
@@ -0,0 +1,45 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import logging
+
+from datadog_checks.duckdb import DuckdbCheck
+
+from . import common
+
+
+def test_check(dd_run_check, aggregator, instance):
+    instance = common.DEFAULT_INSTANCE
+    check = DuckdbCheck('duckdb', {}, [instance])
+    dd_run_check(check)
+
+    for metric in common.METRICS_MAP:
+        aggregator.assert_metric(metric)
+
+
+def test_failed_connection(dd_run_check, instance, caplog):
+    caplog.set_level(logging.ERROR)
+    instance = common.WRONG_INSTANCE
+    check = DuckdbCheck('duckdb', {}, [instance])
+    dd_run_check(check)
+
+    expected_error = "Database file not found"
+    assert expected_error in caplog.text
+
+
+def test_version(dd_run_check, instance, datadog_agent):
+    instance = common.DEFAULT_INSTANCE
+    check = DuckdbCheck('duckdb', {}, [instance])
+    check.check_id = 'test:123'
+    raw_version = '1.1.1'
+    major, minor, patch = raw_version.split('.')
+    version_metadata = {
+        'version.scheme': 'semver',
+        'version.major': major,
+        'version.minor': minor,
+        'version.patch': patch,
+        'version.raw': raw_version,
+    }
+    dd_run_check(check)
+
+    datadog_agent.assert_metadata('test:123', version_metadata)
diff --git a/duckdb/tests/test_unit.py b/duckdb/tests/test_unit.py
new file mode 100644
index 0000000000000..623d1d0e5e51f
--- /dev/null
+++ b/duckdb/tests/test_unit.py
@@ -0,0 +1,18 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import pytest
+
+from datadog_checks.base import AgentCheck  # noqa: F401
+from datadog_checks.base.stubs.aggregator import AggregatorStub  # noqa: F401
+from datadog_checks.duckdb import DuckdbCheck
+
+
+def test_empty_instance(dd_run_check):
+    with pytest.raises(
+        Exception,
+        match='InstanceConfig`:\ndb_name\n  Field required',
+    ):
+        check = DuckdbCheck('duckdb', {}, [{}])
+        dd_run_check(check)
diff --git a/ecs_fargate/CHANGELOG.md b/ecs_fargate/CHANGELOG.md
index 6f59a9fd1cac1..fef9b4d71491c 100644
--- a/ecs_fargate/CHANGELOG.md
+++ b/ecs_fargate/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/ecs_fargate/README.md b/ecs_fargate/README.md
index 8a37e79439f9f..344df0a6fa375 100644
--- a/ecs_fargate/README.md
+++ b/ecs_fargate/README.md
@@ -18,7 +18,7 @@ The Task Metadata endpoint is only available from within the task definition its
 
 The only configuration required to enable this metrics collection is to set an environment variable `ECS_FARGATE` to `"true"` in the task definition.
 
-**Note**: Network Performance Monitoring (NPM) is not supported for ECS Fargate.
+**Note**: Cloud Network Monitoring (CNM) is not supported for ECS Fargate.
 
 ## Setup
 
diff --git a/ecs_fargate/changelog.d/18207.added b/ecs_fargate/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ecs_fargate/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ecs_fargate/changelog.d/18580.removed b/ecs_fargate/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ecs_fargate/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ecs_fargate/changelog.d/18617.fixed b/ecs_fargate/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ecs_fargate/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ecs_fargate/datadog_checks/ecs_fargate/__about__.py b/ecs_fargate/datadog_checks/ecs_fargate/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/ecs_fargate/datadog_checks/ecs_fargate/__about__.py
+++ b/ecs_fargate/datadog_checks/ecs_fargate/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/eks_fargate/CHANGELOG.md b/eks_fargate/CHANGELOG.md
index da3925cbf143b..b5b7b0679cc3c 100644
--- a/eks_fargate/CHANGELOG.md
+++ b/eks_fargate/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/eks_fargate/README.md b/eks_fargate/README.md
index e30ed44ae4b00..f2640d6fc4703 100644
--- a/eks_fargate/README.md
+++ b/eks_fargate/README.md
@@ -7,7 +7,7 @@
 
 Amazon EKS on AWS Fargate is a managed Kubernetes service that automates certain aspects of deployment and maintenance for any standard Kubernetes environment. Kubernetes nodes are managed by AWS Fargate and abstracted away from the user.
 
-**Note**: Network Performance Monitoring (NPM) is not supported for EKS Fargate.
+**Note**: Cloud Network Monitoring (CNM) is not supported for EKS Fargate.
 
 ## Setup
 
@@ -305,20 +305,30 @@ The setup below configures the Cluster Agent to communicate with the Agent sidec
 
 ###### Setup
 
-1. Install the Datadog Agent with the Cluster Agent and Admission Controller enabled:
+1. Create a file, `datadog-values.yaml`, that contains:
 
    ```sh
-   helm install datadog datadog/datadog -n datadog-agent \
-       --set datadog.clusterName=cluster-name \
-       --set agents.enabled=false \
-       --set datadog.apiKeyExistingSecret=datadog-secret \
-       --set clusterAgent.tokenExistingSecret=datadog-secret \
-       --set clusterAgent.admissionController.agentSidecarInjection.enabled=true \
-       --set clusterAgent.admissionController.agentSidecarInjection.provider=fargate
+   datadog:
+     clusterName: <CLUSTER_NAME>
+     apiKeyExistingSecret: datadog-secret
+   agents:
+     enabled: false
+   clusterAgent:
+     tokenExistingSecret: datadog-secret
+     admissionController:
+       agentSidecarInjection:
+         enabled: true
+         provider: fargate
    ```
    **Note**: Use `agents.enabled=false` for a Fargate-only cluster. On a mixed cluster, set `agents.enabled=true` to create a DaemonSet for monitoring workloads on EC2 instances.
 
-2. After the Cluster Agent reaches a running state and registers Admission Controller mutating webhooks, an Agent sidecar is automatically injected into any pod created with the label `agent.datadoghq.com/sidecar:fargate`. 
+2. Deploy the chart:
+
+   ```bash
+   helm install datadog-agent -f datadog-values.yaml datadog/datadog
+   ```
+
+3. After the Cluster Agent reaches a running state and registers Admission Controller mutating webhooks, an Agent sidecar is automatically injected into any pod created with the label `agent.datadoghq.com/sidecar:fargate`. 
    **The Admission Controller does not mutate pods that are already created**.
 
 **Example result**
@@ -585,8 +595,8 @@ spec:
      name: "<POD_NAME>"
      annotations:
       ad.datadoghq.com/<CONTAINER_NAME>.check_names: '[<CHECK_NAME>]'
-      ad.datadoghq.com/<CONTAINER_IDENTIFIER>.init_configs: '[<INIT_CONFIG>]'
-      ad.datadoghq.com/<CONTAINER_IDENTIFIER>.instances: '[<INSTANCE_CONFIG>]'
+      ad.datadoghq.com/<CONTAINER_NAME>.init_configs: '[<INIT_CONFIG>]'
+      ad.datadoghq.com/<CONTAINER_NAME>.instances: '[<INSTANCE_CONFIG>]'
    spec:
      serviceAccountName: datadog-agent
      containers:
diff --git a/eks_fargate/changelog.d/18207.added b/eks_fargate/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/eks_fargate/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/eks_fargate/changelog.d/18580.removed b/eks_fargate/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/eks_fargate/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/eks_fargate/changelog.d/18617.fixed b/eks_fargate/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/eks_fargate/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/eks_fargate/datadog_checks/eks_fargate/__about__.py b/eks_fargate/datadog_checks/eks_fargate/__about__.py
index cffe407448d66..50e1fa65e0433 100644
--- a/eks_fargate/datadog_checks/eks_fargate/__about__.py
+++ b/eks_fargate/datadog_checks/eks_fargate/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/elastic/CHANGELOG.md b/elastic/CHANGELOG.md
index d09166d756847..c962ec53411ba 100644
--- a/elastic/CHANGELOG.md
+++ b/elastic/CHANGELOG.md
@@ -2,12 +2,33 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.1 / 2024-12-11
+
+***Fixed***:
+
+* Regression fix: Handle missing index fields in payload. ([#19249](https://github.com/DataDog/integrations-core/pull/19249))
+
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Add functionality to not use `host` and `port` tags in service checks ([#18687](https://github.com/DataDog/integrations-core/pull/18687))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/elastic/changelog.d/18207.added b/elastic/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/elastic/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/elastic/changelog.d/18580.removed b/elastic/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/elastic/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/elastic/changelog.d/18617.fixed b/elastic/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/elastic/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/elastic/changelog.d/18687.added b/elastic/changelog.d/18687.added
deleted file mode 100644
index b7b2a755765b6..0000000000000
--- a/elastic/changelog.d/18687.added
+++ /dev/null
@@ -1 +0,0 @@
-Add functionality to not use `host` and `port` tags in service checks
diff --git a/elastic/datadog_checks/elastic/__about__.py b/elastic/datadog_checks/elastic/__about__.py
index 18882fdf3298a..65fec184c11c0 100644
--- a/elastic/datadog_checks/elastic/__about__.py
+++ b/elastic/datadog_checks/elastic/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "7.0.0"
+__version__ = "8.0.1"
diff --git a/elastic/datadog_checks/elastic/elastic.py b/elastic/datadog_checks/elastic/elastic.py
index cb0b1cbd012de..16165921847b5 100644
--- a/elastic/datadog_checks/elastic/elastic.py
+++ b/elastic/datadog_checks/elastic/elastic.py
@@ -261,7 +261,7 @@ def _get_index_metrics(self, admin_forwarder, version, base_tags):
                 index_data['health_reverse'] = dd_health.reverse_status
 
             # Ensure that index_data does not contain None values
-            for key, value in index_data.items():
+            for key, value in list(index_data.items()):
                 if value is None:
                     del index_data[key]
                     self.log.debug("The index %s has no metric data for %s", idx['index'], key)
diff --git a/elastic/tests/test_unit.py b/elastic/tests/test_unit.py
index 214d49b27e56d..ce0ca93e21346 100644
--- a/elastic/tests/test_unit.py
+++ b/elastic/tests/test_unit.py
@@ -11,7 +11,7 @@
 from datadog_checks.dev.http import MockResponse
 from datadog_checks.elastic import ESCheck
 from datadog_checks.elastic.elastic import AuthenticationError, get_value_from_path
-from datadog_checks.elastic.metrics import stats_for_version
+from datadog_checks.elastic.metrics import INDEX_STATS_METRICS, stats_for_version
 
 from .common import URL, get_fixture_path
 
@@ -242,3 +242,33 @@ def test_v8_process_stats_data(aggregator, instance):
     aggregator.assert_metric(
         "elasticsearch.breakers.inflight_requests.estimated_size_in_bytes", metric_type=aggregator.GAUGE
     )
+
+
+def test__get_index_metrics_empty_key(aggregator, instance, mock_http_response):
+    mock_http_response(
+        json_data=[
+            {
+                # 'docs.count' is missing
+                'docs.deleted': '0',
+                'health': 'yellow',
+                'index': 'testindex',
+                'pri': '1',
+                'pri.store.size': '225',
+                'rep': '1',
+                'status': 'open',
+                'store.size': '225',
+                'uuid': 'AHSf1ILbSHucwl2X6og55g',
+            },
+        ]
+    )
+    check = ESCheck('elastic', {}, instances=[instance])
+    # Focus only on index metrics, so mock out index search stats.
+    check._get_index_search_stats = mock.MagicMock()
+
+    check._get_index_metrics(admin_forwarder=False, version=[8, 8, 2], base_tags=[])
+
+    for m in INDEX_STATS_METRICS:
+        if m == 'elasticsearch.index.docs.count':
+            aggregator.assert_metric(m, count=0)
+        else:
+            aggregator.assert_metric(m)
diff --git a/envoy/CHANGELOG.md b/envoy/CHANGELOG.md
index b4e2fd9fd78ed..c1a808b7ecbbf 100644
--- a/envoy/CHANGELOG.md
+++ b/envoy/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.6.0 / 2024-09-10
 
 ***Added***:
diff --git a/envoy/changelog.d/18207.added b/envoy/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/envoy/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/envoy/changelog.d/18580.removed b/envoy/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/envoy/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/envoy/changelog.d/18617.fixed b/envoy/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/envoy/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/envoy/datadog_checks/envoy/__about__.py b/envoy/datadog_checks/envoy/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/envoy/datadog_checks/envoy/__about__.py
+++ b/envoy/datadog_checks/envoy/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/envoy/tests/conftest.py b/envoy/tests/conftest.py
index 3f6688c1b189b..f74c4a32de930 100644
--- a/envoy/tests/conftest.py
+++ b/envoy/tests/conftest.py
@@ -31,7 +31,9 @@ def dd_environment():
         build=True,
         endpoints="{}/stats".format(URL),
         log_patterns=['front-envoy(.*?)all dependencies initialized. starting workers'],
+        sleep=10,
         attempts=5,
+        attempts_wait=10,
     ):
         # Exercising envoy a bit will trigger extra metrics
         requests.get('http://{}:8000/service/1'.format(HOST))
diff --git a/envoy/tests/docker/api_v2/docker-compose.yaml b/envoy/tests/docker/api_v2/docker-compose.yaml
index b0823bb60acb5..1b07da7965e46 100644
--- a/envoy/tests/docker/api_v2/docker-compose.yaml
+++ b/envoy/tests/docker/api_v2/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
 
   front-envoy:
diff --git a/envoy/tests/docker/api_v3/docker-compose.yaml b/envoy/tests/docker/api_v3/docker-compose.yaml
index c46684c96b5ff..cfa48e601108e 100644
--- a/envoy/tests/docker/api_v3/docker-compose.yaml
+++ b/envoy/tests/docker/api_v3/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
 
   front-envoy:
diff --git a/envoy/tests/docker/api_v3/go.mod b/envoy/tests/docker/api_v3/go.mod
index 031a86af1ccbe..c155a6ee937c9 100644
--- a/envoy/tests/docker/api_v3/go.mod
+++ b/envoy/tests/docker/api_v3/go.mod
@@ -1,9 +1,15 @@
 module envoy-e2e
 
-go 1.13
+go 1.16
 
 require (
 	github.com/envoyproxy/go-control-plane v0.9.9
 	github.com/golang/protobuf v1.4.3
 	google.golang.org/grpc v1.36.0
 )
+
+replace github.com/envoyproxy/go-control-plane => github.com/envoyproxy/go-control-plane v0.9.9
+
+replace github.com/golang/protobuf => github.com/golang/protobuf v1.4.3
+
+replace google.golang.org/grpc => google.golang.org/grpc v1.36.0
diff --git a/envoy/tests/docker/api_v3/go.sum b/envoy/tests/docker/api_v3/go.sum
index 15f632751d4cb..2b6350df19331 100644
--- a/envoy/tests/docker/api_v3/go.sum
+++ b/envoy/tests/docker/api_v3/go.sum
@@ -1,42 +1,20 @@
-cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
-github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/census-instrumentation/opencensus-proto v0.2.1 h1:glEXhBS5PSLLv4IXzLA5yPRVX4bilULVyxxbrfOtDAk=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
-github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
-github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
 github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/cncf/xds/go v0.0.0-20210312221358-fbca930ec8ed h1:OZmjad4L3H8ncOIR8rnb5MREYqG8ixi5+WbeUsquF0c=
 github.com/cncf/xds/go v0.0.0-20210312221358-fbca930ec8ed/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/davecgh/go-spew v1.1.0 h1:ZDRjVQ15GmhC3fiQ8ni8+OwkZQO4DARzQgrnXU1Liz8=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
-github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
-github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
-github.com/envoyproxy/go-control-plane v0.9.9-0.20201210154907-fd9021fe5dad/go.mod h1:cXg6YxExXjJnVBQHBLXeUAgxn2UodCpnH306RInaBQk=
 github.com/envoyproxy/go-control-plane v0.9.9 h1:vQLjymTobffN2R0F8eTqw6q7iozfRO5Z0m+/4Vw+/uA=
 github.com/envoyproxy/go-control-plane v0.9.9/go.mod h1:hliV/p42l8fGbc6Y9bQ70uLwIvmJyVE5k4iMKlh8wCQ=
 github.com/envoyproxy/protoc-gen-validate v0.1.0 h1:EQciDnbrYxy13PgWoY8AqoxGiPrpgBZ1R8UNe3ddc+A=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
-github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
-github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
-github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
-github.com/golang/protobuf v1.3.3/go.mod h1:vzj43D7+SQXF/4pzW/hwtAqwc6iTitCiVSaWz5lYuqw=
-github.com/golang/protobuf v1.4.0-rc.1/go.mod h1:ceaxUfeHdC40wWswd/P6IGgMaK3YpKi5j83Wpe3EHw8=
-github.com/golang/protobuf v1.4.0-rc.1.0.20200221234624-67d41d38c208/go.mod h1:xKAWHe0F5eneWXFV3EuXVDTCmh+JuBKY0li0aMyXATA=
-github.com/golang/protobuf v1.4.0-rc.2/go.mod h1:LlEzMj4AhA7rCAGe4KMBDvJI+AwstrUpVNzEA03Pprs=
-github.com/golang/protobuf v1.4.0-rc.4.0.20200313231945-b860323f09d0/go.mod h1:WU3c8KckQ9AFe+yFwt9sWVRKCVIyN9cPHBJSNnbL67w=
-github.com/golang/protobuf v1.4.0/go.mod h1:jodUvKwWbYaEsadDk5Fwe5c77LiNKVO9IDvqG2KuDX0=
-github.com/golang/protobuf v1.4.1/go.mod h1:U8fpvMrcmy5pZrNK1lt4xCsGvpyWQ/VVv6QDs8UjoX8=
-github.com/golang/protobuf v1.4.2/go.mod h1:oDoupMAO8OvCJWAcko0GGGIgR6R6ocIYbsSw735rRwI=
 github.com/golang/protobuf v1.4.3 h1:JjCZWpVbqXDqFVmTfYWEVTMIYrL/NPdPSCHPJ0T/raM=
 github.com/golang/protobuf v1.4.3/go.mod h1:oDoupMAO8OvCJWAcko0GGGIgR6R6ocIYbsSw735rRwI=
-github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
-github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
-github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.4.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.0 h1:/QaMHBdZ26BB3SSst0Iwl10Epc+xhTquomWX0oZEB6w=
 github.com/google/go-cmp v0.5.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
@@ -52,66 +30,41 @@ github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
-golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
-golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
-golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
 golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
-golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
-golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20200822124328-c89045814202 h1:VvcQYSHwXgi7W+TpUR6A9g6Up98WAHf3f/ulnJ62IyA=
 golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
-golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd h1:xhmwyvizuTgC2qz7ZlMluP20uW+C3Rm0FD/WLDX8884=
 golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/text v0.3.0 h1:g61tztE5qeGQ89tm6NTjjM9VPIm088od1l6aSorWRWg=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
-golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
-golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
 golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
 golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 h1:go1bK/D/BFZV2I8cIQd1NKEZ+0owSTG1fDTci4IqFcE=
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
-google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
-google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
 google.golang.org/genproto v0.0.0-20200513103714-09dca8ec2884/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013 h1:+kGHl1aib/qcwaRi1CbqBZ1rk19r85MNUf8HaBghugY=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
-google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
-google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
-google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
-google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
-google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0=
 google.golang.org/grpc v1.36.0 h1:o1bcQ6imQMIOpdrO3SWf2z5RV72WbDwdXuK0MDlc8As=
 google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
-google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
-google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
-google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
-google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
-google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
-google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.25.0 h1:Ejskq+SyPohKW+1uil0JJMtmHCgJPJ/qWTxr8qp+R4c=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
-gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.3 h1:fvjTMHxHEw/mxHbtzPi3JCcKXQRAnQTBRo6YCJSVHKI=
 gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
diff --git a/esxi/CHANGELOG.md b/esxi/CHANGELOG.md
index a489b2c6d77b5..67dc8aa2d8777 100644
--- a/esxi/CHANGELOG.md
+++ b/esxi/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.0 / 2024-07-05 / Agent 7.56.0
 
 ***Added***:
diff --git a/esxi/changelog.d/18207.added b/esxi/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/esxi/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/esxi/changelog.d/18580.removed b/esxi/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/esxi/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/esxi/datadog_checks/esxi/__about__.py b/esxi/datadog_checks/esxi/__about__.py
index cc393c1dad9ce..0c974a48c399e 100644
--- a/esxi/datadog_checks/esxi/__about__.py
+++ b/esxi/datadog_checks/esxi/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/esxi/tests/ssh_tunnel.py b/esxi/tests/ssh_tunnel.py
index e456444087fd0..3a2d4cc3608ff 100644
--- a/esxi/tests/ssh_tunnel.py
+++ b/esxi/tests/ssh_tunnel.py
@@ -7,10 +7,9 @@
 import subprocess
 from contextlib import contextmanager
 
-import psutil
-
 from datadog_checks.dev.conditions import WaitForPortListening
 from datadog_checks.dev.env import environment_run
+from datadog_checks.dev.ssh_tunnel import KillProcess
 from datadog_checks.dev.structures import LazyFunction, TempDir
 from datadog_checks.dev.utils import ON_WINDOWS, find_free_port, get_ip
 
@@ -129,19 +128,3 @@ def __call__(self):
             WaitForPortListening(ip, local_port)()
 
             return ip, local_port
-
-
-class KillProcess(LazyFunction):
-    """Kill a process with the `pid_file` residing in the temporary directory `temp_name`."""
-
-    def __init__(self, temp_name, pid_file):
-        self.temp_name = temp_name
-        self.pid_file = pid_file
-
-    def __call__(self):
-        with TempDir(self.temp_name) as temp_dir:
-            with open(os.path.join(temp_dir, self.pid_file)) as pid_file:
-                pid = int(pid_file.read())
-                process = psutil.Process(pid)
-                process.kill()
-                return 0
diff --git a/etcd/CHANGELOG.md b/etcd/CHANGELOG.md
index aaa1b6d563fc3..142b844503f43 100644
--- a/etcd/CHANGELOG.md
+++ b/etcd/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.2.2 / 2024-07-05 / Agent 7.56.0
 
 ***Fixed***:
diff --git a/etcd/changelog.d/18207.added b/etcd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/etcd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/etcd/changelog.d/18580.removed b/etcd/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/etcd/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/etcd/changelog.d/18617.fixed b/etcd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/etcd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/etcd/datadog_checks/etcd/__about__.py b/etcd/datadog_checks/etcd/__about__.py
index 7b8b844cb208e..9025559f4a9cf 100644
--- a/etcd/datadog_checks/etcd/__about__.py
+++ b/etcd/datadog_checks/etcd/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '7.0.0'
+__version__ = '8.0.0'
diff --git a/etcd/tests/docker/docker-compose.yaml b/etcd/tests/docker/docker-compose.yaml
index ad9da29a23358..69375017f28ba 100644
--- a/etcd/tests/docker/docker-compose.yaml
+++ b/etcd/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # Adapted from https://github.com/dwilbraham/docker-compose-etcd
 services:
   etcd0:
diff --git a/exchange_server/CHANGELOG.md b/exchange_server/CHANGELOG.md
index c4b24c443dcee..36068c903fcab 100644
--- a/exchange_server/CHANGELOG.md
+++ b/exchange_server/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/exchange_server/changelog.d/18207.added b/exchange_server/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/exchange_server/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/exchange_server/changelog.d/18580.removed b/exchange_server/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/exchange_server/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/exchange_server/changelog.d/18617.fixed b/exchange_server/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/exchange_server/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/exchange_server/datadog_checks/exchange_server/__about__.py b/exchange_server/datadog_checks/exchange_server/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/exchange_server/datadog_checks/exchange_server/__about__.py
+++ b/exchange_server/datadog_checks/exchange_server/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/external_dns/CHANGELOG.md b/external_dns/CHANGELOG.md
index 243d00c292495..91c2ab04fee44 100644
--- a/external_dns/CHANGELOG.md
+++ b/external_dns/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/external_dns/changelog.d/18207.added b/external_dns/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/external_dns/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/external_dns/changelog.d/18580.removed b/external_dns/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/external_dns/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/external_dns/changelog.d/18617.fixed b/external_dns/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/external_dns/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/external_dns/datadog_checks/external_dns/__about__.py b/external_dns/datadog_checks/external_dns/__about__.py
index f7e8e61ae8d84..9c51c11e6981a 100644
--- a/external_dns/datadog_checks/external_dns/__about__.py
+++ b/external_dns/datadog_checks/external_dns/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/flink/CHANGELOG.md b/flink/CHANGELOG.md
index 4740dcf4b1b9f..f758a13003b47 100644
--- a/flink/CHANGELOG.md
+++ b/flink/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.5.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/flink/changelog.d/18207.added b/flink/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/flink/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/flink/changelog.d/18580.removed b/flink/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/flink/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/flink/datadog_checks/flink/__about__.py b/flink/datadog_checks/flink/__about__.py
index 9c6b2fb79e5ac..32b388c31505f 100644
--- a/flink/datadog_checks/flink/__about__.py
+++ b/flink/datadog_checks/flink/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/fluentd/CHANGELOG.md b/fluentd/CHANGELOG.md
index a191e9867f4a1..af6e92f9dba8a 100644
--- a/fluentd/CHANGELOG.md
+++ b/fluentd/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/fluentd/changelog.d/18207.added b/fluentd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/fluentd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/fluentd/changelog.d/18580.removed b/fluentd/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/fluentd/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/fluentd/changelog.d/18617.fixed b/fluentd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/fluentd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/fluentd/datadog_checks/fluentd/__about__.py b/fluentd/datadog_checks/fluentd/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/fluentd/datadog_checks/fluentd/__about__.py
+++ b/fluentd/datadog_checks/fluentd/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/fluentd/tests/test_integration.py b/fluentd/tests/test_integration.py
index 0b77bb6073102..c3ab91c91a8f3 100644
--- a/fluentd/tests/test_integration.py
+++ b/fluentd/tests/test_integration.py
@@ -79,3 +79,44 @@ def test_fluentd_with_custom_tags(aggregator, dd_run_check):
     aggregator.assert_service_check(check.SERVICE_CHECK_NAME, status=Fluentd.OK, tags=sc_tags, count=1)
 
     aggregator.assert_all_metrics_covered()
+
+
+def test_default_timeout(instance):
+    # test default timeout
+    check = Fluentd(CHECK_NAME, {}, [instance])
+    check.check(None)
+
+    assert check.http.options['timeout'] == (5, 5)
+
+
+def test_init_config_old_timeout(instance):
+    # test init_config timeout
+    check = Fluentd(CHECK_NAME, {'default_timeout': 2}, [instance])
+    check.check(None)
+    assert check.http.options['timeout'] == (2, 2)
+
+
+def test_init_config_timeout(instance):
+    # test init_config timeout
+    check = Fluentd(CHECK_NAME, {'timeout': 7}, [instance])
+    check.check(None)
+
+    assert check.http.options['timeout'] == (7, 7)
+
+
+def test_instance_old_timeout(instance):
+    # test instance default_timeout
+    instance['default_timeout'] = 13
+    check = Fluentd(CHECK_NAME, {'default_timeout': 9}, [instance])
+    check.check(None)
+
+    assert check.http.options['timeout'] == (13, 13)
+
+
+def test_instance_timeout(instance):
+    # test instance timeout
+    instance['timeout'] = 15
+    check = Fluentd(CHECK_NAME, {}, [instance])
+    check.check(None)
+
+    assert check.http.options['timeout'] == (15, 15)
diff --git a/fluentd/tests/test_unit.py b/fluentd/tests/test_unit.py
deleted file mode 100644
index 0a409aa5e861e..0000000000000
--- a/fluentd/tests/test_unit.py
+++ /dev/null
@@ -1,47 +0,0 @@
-# (C) Datadog, Inc. 2018-present
-# All rights reserved
-# Licensed under a 3-clause BSD style license (see LICENSE)
-from datadog_checks.fluentd import Fluentd
-
-from .common import CHECK_NAME
-
-
-def test_default_timeout(instance):
-    # test default timeout
-    check = Fluentd(CHECK_NAME, {}, [instance])
-    check.check(None)
-
-    assert check.http.options['timeout'] == (5, 5)
-
-
-def test_init_config_old_timeout(instance):
-    # test init_config timeout
-    check = Fluentd(CHECK_NAME, {'default_timeout': 2}, [instance])
-    check.check(None)
-    assert check.http.options['timeout'] == (2, 2)
-
-
-def test_init_config_timeout(instance):
-    # test init_config timeout
-    check = Fluentd(CHECK_NAME, {'timeout': 7}, [instance])
-    check.check(None)
-
-    assert check.http.options['timeout'] == (7, 7)
-
-
-def test_instance_old_timeout(instance):
-    # test instance default_timeout
-    instance['default_timeout'] = 13
-    check = Fluentd(CHECK_NAME, {'default_timeout': 9}, [instance])
-    check.check(None)
-
-    assert check.http.options['timeout'] == (13, 13)
-
-
-def test_instance_timeout(instance):
-    # test instance timeout
-    instance['timeout'] = 15
-    check = Fluentd(CHECK_NAME, {}, [instance])
-    check.check(None)
-
-    assert check.http.options['timeout'] == (15, 15)
diff --git a/fluxcd/CHANGELOG.md b/fluxcd/CHANGELOG.md
index 45988724dd12e..f29a7269c7199 100644
--- a/fluxcd/CHANGELOG.md
+++ b/fluxcd/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/fluxcd/assets/dashboards/fluxcd.json b/fluxcd/assets/dashboards/fluxcd.json
index 964d530cbc15e..8b72627e00863 100644
--- a/fluxcd/assets/dashboards/fluxcd.json
+++ b/fluxcd/assets/dashboards/fluxcd.json
@@ -1,227 +1,205 @@
 {
-    "author_name": "Datadog",
-    "description": "This dashboard provides an overview of your Flux CD instance. It monitors the performance of your continuous delivery and deployment processes for your containerized applications.\n\n### Useful Links\n- [Flux CD Integration&nbsp;\u2197](https://docs.datadoghq.com/integrations/fluxcd)\n- [Blog on Flux CD and other Container-native Integrations&nbsp;\u2197](https://www.datadoghq.com/blog/container-native-integrations/#cicd-with-flux)\n- [Flux CD Metrics&nbsp;\u2197](https://docs.datadoghq.com/integrations/fluxcd/#metrics)\n- [Flux CD Documentation&nbsp;\u2197](https://fluxcd.io/flux/#flux-in-short)",
-    "layout_type": "ordered",
-    "template_variables": [
-        {
-            "available_values": [],
-            "default": "*",
-            "name": "namespace",
-            "prefix": "namespace"
-        },
-        {
-            "available_values": [],
-            "default": "*",
-            "name": "controller",
-            "prefix": "controller"
-        },
-        {
-            "available_values": [],
-            "default": "*",
-            "name": "name",
-            "prefix": "name"
-        },
-        {
-            "available_values": [],
-            "default": "*",
-            "name": "kind",
-            "prefix": "kind"
-        }
-    ],
     "title": "Flux CD Overview",
+    "description": "This dashboard provides an overview of your Flux CD instance. It monitors the performance of your continuous delivery and deployment processes for your containerized applications.\n\n### Useful Links\n- [Flux CD Integration&nbsp;↗](https://docs.datadoghq.com/integrations/fluxcd)\n- [Blog on Flux CD and other Container-native Integrations&nbsp;↗](https://www.datadoghq.com/blog/container-native-integrations/#cicd-with-flux)\n- [Flux CD Metrics&nbsp;↗](https://docs.datadoghq.com/integrations/fluxcd/#metrics)\n- [Flux CD Documentation&nbsp;↗](https://fluxcd.io/flux/#flux-in-short)",
     "widgets": [
         {
+            "id": 2880454926207210,
             "definition": {
-                "layout_type": "ordered",
-                "show_title": true,
                 "title": "",
+                "show_title": true,
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 2999094163935830,
                         "definition": {
-                            "has_background": true,
-                            "has_border": true,
-                            "horizontal_align": "center",
-                            "sizing": "cover",
                             "type": "image",
                             "url": "/static/images/logos/fluxcd_small.svg",
                             "url_dark_theme": "/static/images/logos/fluxcd_reversed_small.svg",
-                            "vertical_align": "center"
+                            "sizing": "cover",
+                            "has_background": true,
+                            "has_border": true,
+                            "vertical_align": "center",
+                            "horizontal_align": "center"
                         },
-                        "id": 2999094163935830,
                         "layout": {
-                            "height": 2,
-                            "width": 6,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 6,
+                            "height": 2
                         }
                     },
                     {
+                        "id": 3678862533884494,
                         "definition": {
-                            "background_color": "transparent",
+                            "type": "note",
                             "content": "**Flux CD**\n\nThis dashboard provides an overview of your Flux CD instance. It monitors the performance of your continuous delivery and deployment processes for your containerized applications.",
+                            "background_color": "transparent",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": true,
                             "text_align": "left",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 3678862533884494,
                         "layout": {
-                            "height": 2,
-                            "width": 3,
                             "x": 0,
-                            "y": 2
+                            "y": 2,
+                            "width": 3,
+                            "height": 2
                         }
                     },
                     {
+                        "id": 5450156093230630,
                         "definition": {
+                            "type": "note",
+                            "content": "### Useful Links\n- [Flux CD Integration&nbsp;↗](https://docs.datadoghq.com/integrations/fluxcd)\n- [Blog on Flux CD and other Container-native Integrations&nbsp;↗](https://www.datadoghq.com/blog/container-native-integrations/#cicd-with-flux)\n- [Flux CD Metrics&nbsp;↗](https://docs.datadoghq.com/integrations/fluxcd/#metrics)\n- [Flux CD Documentation&nbsp;↗](https://fluxcd.io/flux/#flux-in-short)",
                             "background_color": "transparent",
-                            "content": "### Useful Links\n- [Flux CD Integration&nbsp;\u2197](https://docs.datadoghq.com/integrations/fluxcd)\n- [Blog on Flux CD and other Container-native Integrations&nbsp;\u2197](https://www.datadoghq.com/blog/container-native-integrations/#cicd-with-flux)\n- [Flux CD Metrics&nbsp;\u2197](https://docs.datadoghq.com/integrations/fluxcd/#metrics)\n- [Flux CD Documentation&nbsp;\u2197](https://fluxcd.io/flux/#flux-in-short)",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": true,
                             "text_align": "left",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 5450156093230630,
                         "layout": {
-                            "height": 2,
-                            "width": 3,
                             "x": 3,
-                            "y": 2
+                            "y": 2,
+                            "width": 3,
+                            "height": 2
                         }
                     }
                 ]
             },
-            "id": 2880454926207210,
             "layout": {
-                "height": 5,
-                "width": 6,
                 "x": 0,
-                "y": 0
+                "y": 0,
+                "width": 6,
+                "height": 5
             }
         },
         {
+            "id": 3209093674658668,
             "definition": {
+                "title": "Overview",
                 "background_color": "vivid_blue",
-                "layout_type": "ordered",
                 "show_title": true,
-                "title": "Overview",
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 6499557150759586,
                         "definition": {
-                            "background_color": "blue",
+                            "type": "note",
                             "content": "This section provides you with an overview of your system activity. The monitor summary notifies you of Flux CD alerts. ",
+                            "background_color": "blue",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": false,
                             "text_align": "center",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 6499557150759586,
                         "layout": {
-                            "height": 1,
-                            "width": 4,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 4,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 83983289591112,
                         "definition": {
-                            "check": "cilium.prometheus.health",
-                            "group_by": [],
-                            "grouping": "cluster",
-                            "tags": [],
                             "title": "Service Checks",
-                            "title_align": "left",
                             "title_size": "16",
-                            "type": "check_status"
+                            "title_align": "left",
+                            "type": "check_status",
+                            "check": "cilium.prometheus.health",
+                            "grouping": "cluster",
+                            "group_by": [],
+                            "tags": []
                         },
-                        "id": 83983289591112,
                         "layout": {
-                            "height": 1,
-                            "width": 2,
                             "x": 4,
-                            "y": 0
+                            "y": 0,
+                            "width": 2,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 3331110254153362,
                         "definition": {
-                            "color_preference": "text",
-                            "count": 50,
+                            "title": "Monitor Summary",
+                            "type": "manage_status",
                             "display_format": "countsAndList",
+                            "color_preference": "text",
                             "hide_zero_counts": true,
-                            "query": "tag:integration:fluxcd",
-                            "show_last_triggered": false,
-                            "show_priority": false,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:integration:fluxcd $kube_cluster_name",
                             "sort": "status,asc",
+                            "count": 50,
                             "start": 0,
                             "summary_type": "monitors",
-                            "title": "Monitor Summary",
-                            "type": "manage_status"
+                            "show_priority": false,
+                            "show_last_triggered": false
                         },
-                        "id": 3331110254153362,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 0,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     }
                 ]
             },
-            "id": 3209093674658668,
             "layout": {
-                "height": 5,
-                "width": 6,
                 "x": 6,
-                "y": 0
+                "y": 0,
+                "width": 6,
+                "height": 5
             }
         },
         {
+            "id": 2543230025440316,
             "definition": {
+                "title": "Objects Overview",
                 "background_color": "vivid_blue",
-                "layout_type": "ordered",
                 "show_title": true,
-                "title": "Objects Overview",
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 7877152359004176,
                         "definition": {
-                            "background_color": "blue",
+                            "type": "note",
                             "content": "This section provides an overview of how many fluxcd objects are present and how many of them are failing. It also shows a high-level view of how long reconciliation takes. Objects are divided into two groups: source manifests (for example a git repository) and cluster reconcilers (for instance a Helm chart).",
+                            "background_color": "blue",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": false,
                             "text_align": "center",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 7877152359004176,
                         "layout": {
-                            "height": 1,
-                            "width": 12,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 1833148763375274,
                         "definition": {
-                            "autoscale": true,
-                            "precision": 2,
+                            "title": "Cluster Reconcilers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
                             "requests": [
                                 {
                                     "formulas": [
@@ -234,33 +212,33 @@
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmchart,kustomization,helmrelease)}"
+                                            "query": "sum:fluxcd.gotk.reconcile.condition{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name}"
                                         }
                                     ],
                                     "response_format": "scalar"
                                 }
                             ],
+                            "autoscale": true,
+                            "precision": 2,
                             "timeseries_background": {
                                 "type": "bars",
                                 "yaxis": {}
-                            },
-                            "title": "Cluster Reconcilers",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_value"
+                            }
                         },
-                        "id": 1833148763375274,
                         "layout": {
-                            "height": 1,
-                            "width": 3,
                             "x": 0,
-                            "y": 1
+                            "y": 1,
+                            "width": 3,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 8254573692114170,
                         "definition": {
-                            "autoscale": true,
-                            "precision": 2,
+                            "title": "Failing Reconcilers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
                             "requests": [
                                 {
                                     "conditional_formats": [
@@ -285,33 +263,33 @@
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmchart,kustomization,helmrelease) AND status:false}"
+                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmchart,kustomization,helmrelease) AND status:false AND $kube_cluster_name}"
                                         }
                                     ],
                                     "response_format": "scalar"
                                 }
                             ],
+                            "autoscale": true,
+                            "precision": 2,
                             "timeseries_background": {
                                 "type": "bars",
                                 "yaxis": {}
-                            },
-                            "title": "Failing Reconcilers",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_value"
+                            }
                         },
-                        "id": 8254573692114170,
                         "layout": {
-                            "height": 1,
-                            "width": 3,
                             "x": 3,
-                            "y": 1
+                            "y": 1,
+                            "width": 3,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 3272692549266076,
                         "definition": {
-                            "autoscale": true,
-                            "precision": 2,
+                            "title": "Manifests Sources",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
                             "requests": [
                                 {
                                     "formulas": [
@@ -324,32 +302,32 @@
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmrepository,gitrepository,ocirepository)}"
+                                            "query": "sum:fluxcd.gotk.reconcile.condition{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name}"
                                         }
                                     ],
                                     "response_format": "scalar"
                                 }
                             ],
+                            "autoscale": true,
+                            "precision": 2,
                             "timeseries_background": {
                                 "type": "bars"
-                            },
-                            "title": "Manifests Sources",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_value"
+                            }
                         },
-                        "id": 3272692549266076,
                         "layout": {
-                            "height": 1,
-                            "width": 3,
                             "x": 6,
-                            "y": 1
+                            "y": 1,
+                            "width": 3,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 5180168765668464,
                         "definition": {
-                            "autoscale": true,
-                            "precision": 2,
+                            "title": "Failing Sources",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
                             "requests": [
                                 {
                                     "conditional_formats": [
@@ -374,56 +352,64 @@
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmrepository,gitrepository,ocirepository) AND status:false}"
+                                            "query": "sum:fluxcd.gotk.reconcile.condition{kind IN (helmrepository,gitrepository,ocirepository) AND status:false AND $kube_cluster_name}"
                                         }
                                     ],
                                     "response_format": "scalar"
                                 }
                             ],
+                            "autoscale": true,
+                            "precision": 2,
                             "timeseries_background": {
                                 "type": "bars"
-                            },
-                            "title": "Failing Sources",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_value"
+                            }
                         },
-                        "id": 5180168765668464,
                         "layout": {
-                            "height": 1,
-                            "width": 3,
                             "x": 9,
-                            "y": 1
+                            "y": 1,
+                            "width": 3,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 975724465189136,
                         "definition": {
+                            "title": "Cluster Reconciliation Duration",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
                             "requests": [
                                 {
-                                    "formulas": [
-                                        {
-                                            "formula": "query1 / query2",
-                                            "limit": {
-                                                "count": 10,
-                                                "order": "desc"
-                                            }
-                                        }
-                                    ],
                                     "queries": [
                                         {
                                             "aggregator": "avg",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{kind IN (helmchart,kustomization,helmrelease)} by {kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name} by {kind}.as_count()"
                                         },
                                         {
                                             "aggregator": "avg",
                                             "data_source": "metrics",
                                             "name": "query2",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{kind IN (helmchart,kustomization,helmrelease)} by {kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name} by {kind}.as_count()"
                                         }
                                     ],
-                                    "response_format": "scalar"
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 / query2"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
                                 }
                             ],
                             "style": {
@@ -431,48 +417,54 @@
                                     "legend": "automatic",
                                     "type": "stacked"
                                 }
-                            },
-                            "title": "Cluster Reconciliation Duration",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "toplist"
+                            }
                         },
-                        "id": 975724465189136,
                         "layout": {
-                            "height": 2,
-                            "width": 6,
                             "x": 0,
-                            "y": 2
+                            "y": 2,
+                            "width": 6,
+                            "height": 2
                         }
                     },
                     {
+                        "id": 630104954834116,
                         "definition": {
+                            "title": "Source Acquisition Duration",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
                             "requests": [
                                 {
-                                    "formulas": [
-                                        {
-                                            "formula": "query1 / query2",
-                                            "limit": {
-                                                "count": 10,
-                                                "order": "desc"
-                                            }
-                                        }
-                                    ],
                                     "queries": [
                                         {
                                             "aggregator": "avg",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{kind IN (helmrepository,gitrepository,ocirepository)} by {kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name} by {kind}.as_count()"
                                         },
                                         {
                                             "aggregator": "avg",
                                             "data_source": "metrics",
                                             "name": "query2",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{kind IN (helmrepository,gitrepository,ocirepository)} by {kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name} by {kind}.as_count()"
                                         }
                                     ],
-                                    "response_format": "scalar"
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 / query2"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
                                 }
                             ],
                             "style": {
@@ -480,64 +472,88 @@
                                     "legend": "automatic",
                                     "type": "stacked"
                                 }
-                            },
-                            "title": "Source Acquisition Duration",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "toplist"
+                            }
                         },
-                        "id": 630104954834116,
                         "layout": {
-                            "height": 2,
-                            "width": 6,
                             "x": 6,
-                            "y": 2
+                            "y": 2,
+                            "width": 6,
+                            "height": 2
                         }
                     }
                 ]
             },
-            "id": 2543230025440316,
             "layout": {
-                "height": 5,
-                "width": 12,
                 "x": 0,
-                "y": 5
+                "y": 5,
+                "width": 12,
+                "height": 5
             }
         },
         {
+            "id": 6806087993630108,
             "definition": {
+                "title": "Readiness",
                 "background_color": "vivid_blue",
-                "layout_type": "ordered",
                 "show_title": true,
-                "title": "Readiness",
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 7839169684041304,
                         "definition": {
-                            "background_color": "blue",
+                            "type": "note",
                             "content": "This section shows whether manifest sources and cluster reconcilers are ready or suspended. ",
+                            "background_color": "blue",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": false,
                             "text_align": "center",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 7839169684041304,
                         "layout": {
-                            "height": 1,
-                            "width": 12,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 3600789162924586,
                         "definition": {
-                            "has_search_bar": "auto",
+                            "title": "Cluster Reconciliation",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
                             "requests": [
                                 {
+                                    "queries": [
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:fluxcd.gotk.reconcile.condition{status:true AND kind IN (helmchart,kustomization,helmrelease) AND $kube_cluster_name} by {kind,namespace,name}"
+                                        },
+                                        {
+                                            "aggregator": "last",
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:fluxcd.gotk.suspend.status{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name} by {kind,namespace,name}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
                                     "formulas": [
                                         {
                                             "alias": "Ready",
@@ -554,11 +570,7 @@
                                                     "value": 1
                                                 }
                                             ],
-                                            "formula": "query1",
-                                            "limit": {
-                                                "count": 500,
-                                                "order": "desc"
-                                            }
+                                            "formula": "query1"
                                         },
                                         {
                                             "alias": "Suspended",
@@ -577,42 +589,52 @@
                                             ],
                                             "formula": "query2"
                                         }
-                                    ],
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 343510221773686,
+                        "definition": {
+                            "title": "Source Acquisition",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
                                     "queries": [
                                         {
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.condition{status:true AND kind IN (helmchart,kustomization,helmrelease)} by {kind,namespace,name}"
+                                            "query": "avg:fluxcd.gotk.reconcile.condition{status:true AND kind IN (helmrepository,gitrepository,ocirepository) AND $kube_cluster_name} by {kind,namespace,name}"
                                         },
                                         {
                                             "aggregator": "last",
                                             "data_source": "metrics",
                                             "name": "query2",
-                                            "query": "avg:fluxcd.gotk.suspend.status{kind IN (helmchart,kustomization,helmrelease)} by {kind,namespace,name}"
+                                            "query": "avg:fluxcd.gotk.suspend.status{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name} by {kind,namespace,name}"
                                         }
                                     ],
-                                    "response_format": "scalar"
-                                }
-                            ],
-                            "title": "Cluster Reconciliation",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_table"
-                        },
-                        "id": 3600789162924586,
-                        "layout": {
-                            "height": 3,
-                            "width": 6,
-                            "x": 0,
-                            "y": 1
-                        }
-                    },
-                    {
-                        "definition": {
-                            "has_search_bar": "auto",
-                            "requests": [
-                                {
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
                                     "formulas": [
                                         {
                                             "alias": "Ready",
@@ -629,11 +651,7 @@
                                                     "value": 1
                                                 }
                                             ],
-                                            "formula": "query1",
-                                            "limit": {
-                                                "count": 500,
-                                                "order": "desc"
-                                            }
+                                            "formula": "query1"
                                         },
                                         {
                                             "alias": "Suspended",
@@ -652,78 +670,65 @@
                                             ],
                                             "formula": "query2"
                                         }
-                                    ],
-                                    "queries": [
-                                        {
-                                            "aggregator": "last",
-                                            "data_source": "metrics",
-                                            "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.condition{status:true AND kind IN (helmrepository,gitrepository,ocirepository)} by {kind,namespace,name}"
-                                        },
-                                        {
-                                            "aggregator": "last",
-                                            "data_source": "metrics",
-                                            "name": "query2",
-                                            "query": "avg:fluxcd.gotk.suspend.status{kind IN (helmrepository,gitrepository,ocirepository)} by {kind,namespace,name}"
-                                        }
-                                    ],
-                                    "response_format": "scalar"
+                                    ]
                                 }
                             ],
-                            "title": "Source Acquisition",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "query_table"
+                            "has_search_bar": "auto"
                         },
-                        "id": 343510221773686,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 6,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     }
                 ]
             },
-            "id": 6806087993630108,
             "layout": {
-                "height": 5,
-                "width": 12,
                 "x": 0,
-                "y": 10
+                "y": 10,
+                "width": 12,
+                "height": 5
             }
         },
         {
+            "id": 81927768942716,
             "definition": {
+                "title": "Duration",
                 "background_color": "vivid_blue",
-                "layout_type": "ordered",
                 "show_title": true,
-                "title": "Duration",
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 7555744300438146,
                         "definition": {
-                            "background_color": "blue",
+                            "type": "note",
                             "content": "This section tracks how long it takes to acquire the source manifests and then reconcile cluster resources with these manifests.",
+                            "background_color": "blue",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": false,
                             "text_align": "center",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 7555744300438146,
                         "layout": {
-                            "height": 1,
-                            "width": 12,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 2174063851391706,
                         "definition": {
+                            "title": "Cluster Reconciliation",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -731,10 +736,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "line",
                                     "formulas": [
                                         {
                                             "formula": "query1"
@@ -751,38 +755,39 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{kind IN (helmchart,kustomization,helmrelease)} by {name,kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name} by {name,kind}.as_count()"
                                         },
                                         {
                                             "data_source": "metrics",
                                             "name": "query2",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{kind IN (helmchart,kustomization,helmrelease)} by {name,kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{(kind IN (helmchart,kustomization,helmrelease)) AND $kube_cluster_name} by {name,kind}.as_count()"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Cluster Reconciliation",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 2174063851391706,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 0,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 8440392220159016,
                         "definition": {
+                            "title": "Source Acquisition",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -790,10 +795,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "line",
                                     "formulas": [
                                         {
                                             "formula": "query1"
@@ -810,78 +814,79 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{kind IN (helmrepository,gitrepository,ocirepository)} by {name,kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.sum{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name} by {name,kind}.as_count()"
                                         },
                                         {
                                             "data_source": "metrics",
                                             "name": "query2",
-                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{kind IN (helmrepository,gitrepository,ocirepository)} by {name,kind}.as_count()"
+                                            "query": "avg:fluxcd.gotk.reconcile.duration.seconds.count{(kind IN (helmrepository,gitrepository,ocirepository)) AND $kube_cluster_name} by {name,kind}.as_count()"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Source Acquisition",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 8440392220159016,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 6,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     }
                 ]
             },
-            "id": 81927768942716,
             "layout": {
-                "height": 5,
-                "is_column_break": true,
-                "width": 12,
                 "x": 0,
-                "y": 15
+                "y": 15,
+                "width": 12,
+                "height": 5,
+                "is_column_break": true
             }
         },
         {
+            "id": 851940491562172,
             "definition": {
+                "title": "Controller Runtimes ",
                 "background_color": "vivid_blue",
-                "layout_type": "ordered",
                 "show_title": true,
-                "title": "Controller Runtimes ",
                 "type": "group",
+                "layout_type": "ordered",
                 "widgets": [
                     {
+                        "id": 5044765797073056,
                         "definition": {
-                            "background_color": "blue",
+                            "type": "note",
                             "content": "This section lets you drill deeper into the controller runtimes. Controllers are what flux uses to ensure consistent state between your manifests and your cluster.",
+                            "background_color": "blue",
                             "font_size": "14",
-                            "has_padding": true,
-                            "show_tick": false,
                             "text_align": "center",
-                            "tick_edge": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
                             "tick_pos": "50%",
-                            "type": "note",
-                            "vertical_align": "center"
+                            "tick_edge": "left",
+                            "has_padding": true
                         },
-                        "id": 5044765797073056,
                         "layout": {
-                            "height": 1,
-                            "width": 12,
                             "x": 0,
-                            "y": 0
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
                         }
                     },
                     {
+                        "id": 1687981553232298,
                         "definition": {
+                            "title": "Concurrent Reconciles",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -889,10 +894,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "formula": "query1"
@@ -902,33 +906,34 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "max:fluxcd.controller.runtime.max.concurrent.reconciles{$controller,$namespace} by {controller}"
+                                            "query": "max:fluxcd.controller.runtime.max.concurrent.reconciles{$controller,$namespace,$kube_cluster_name} by {controller}"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": false,
-                            "title": "Concurrent Reconciles",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 1687981553232298,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 0,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 4456771885836550,
                         "definition": {
+                            "title": "Reconciliation Total",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -936,10 +941,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "alias": " ",
@@ -950,33 +954,34 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.controller.runtime.reconcile.count{$controller,$namespace} by {controller}.as_count()"
+                                            "query": "sum:fluxcd.controller.runtime.reconcile.count{$controller,$namespace,$kube_cluster_name} by {controller}.as_count()"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Reconciliation Total",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 4456771885836550,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 6,
-                            "y": 1
+                            "y": 1,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 7368842486754292,
                         "definition": {
+                            "title": "Reconcile Errors",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -984,10 +989,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "formula": "query1"
@@ -997,33 +1001,34 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "max:fluxcd.controller.runtime.reconcile.errors.count{$controller,$namespace} by {controller}.as_count()"
+                                            "query": "max:fluxcd.controller.runtime.reconcile.errors.count{$controller,$namespace,$kube_cluster_name} by {controller}.as_count()"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "purple",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "purple"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Reconcile Errors",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 7368842486754292,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 0,
-                            "y": 4
+                            "y": 4,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 6508247970961016,
                         "definition": {
+                            "title": "Active Workers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -1031,10 +1036,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "alias": " ",
@@ -1045,33 +1049,34 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "max:fluxcd.controller.runtime.active.workers{$controller,$namespace} by {controller}.rollup(max)"
+                                            "query": "max:fluxcd.controller.runtime.active.workers{$controller,$namespace,$kube_cluster_name} by {controller}.rollup(max)"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Active Workers",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 6508247970961016,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 6,
-                            "y": 4
+                            "y": 4,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 7058430792271476,
                         "definition": {
+                            "title": "Reconciliation Length (sum)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -1079,10 +1084,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "alias": "Controller Runtime",
@@ -1093,33 +1097,34 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "sum:fluxcd.controller.runtime.reconcile.time.seconds.sum{$controller,$namespace} by {controller}.as_count()"
+                                            "query": "sum:fluxcd.controller.runtime.reconcile.time.seconds.sum{$controller,$namespace,$kube_cluster_name} by {controller}.as_count()"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "semantic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "semantic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Reconciliation Length (sum)",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 7058430792271476,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 0,
-                            "y": 7
+                            "y": 7,
+                            "width": 6,
+                            "height": 3
                         }
                     },
                     {
+                        "id": 5386014953102600,
                         "definition": {
+                            "title": "Reconciliation Length (count)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
                             "legend_columns": [
                                 "avg",
                                 "min",
@@ -1127,10 +1132,9 @@
                                 "value",
                                 "sum"
                             ],
-                            "legend_layout": "auto",
+                            "type": "timeseries",
                             "requests": [
                                 {
-                                    "display_type": "bars",
                                     "formulas": [
                                         {
                                             "alias": " ",
@@ -1141,40 +1145,69 @@
                                         {
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "max:fluxcd.controller.runtime.reconcile.time.seconds.count{$controller,$namespace} by {controller}.as_count().rollup(max)"
+                                            "query": "max:fluxcd.controller.runtime.reconcile.time.seconds.count{$controller,$namespace,$kube_cluster_name} by {controller}.as_count().rollup(max)"
                                         }
                                     ],
                                     "response_format": "timeseries",
                                     "style": {
+                                        "palette": "dog_classic",
                                         "line_type": "solid",
-                                        "line_width": "normal",
-                                        "palette": "dog_classic"
-                                    }
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
                                 }
-                            ],
-                            "show_legend": true,
-                            "title": "Reconciliation Length (count)",
-                            "title_align": "left",
-                            "title_size": "16",
-                            "type": "timeseries"
+                            ]
                         },
-                        "id": 5386014953102600,
                         "layout": {
-                            "height": 3,
-                            "width": 6,
                             "x": 6,
-                            "y": 7
+                            "y": 7,
+                            "width": 6,
+                            "height": 3
                         }
                     }
                 ]
             },
-            "id": 851940491562172,
             "layout": {
-                "height": 11,
-                "width": 12,
                 "x": 0,
-                "y": 20
+                "y": 20,
+                "width": 12,
+                "height": 11
             }
         }
-    ]
+    ],
+    "template_variables": [
+        {
+            "name": "namespace",
+            "prefix": "namespace",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "controller",
+            "prefix": "controller",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "name",
+            "prefix": "name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "kind",
+            "prefix": "kind",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "kube_cluster_name",
+            "prefix": "kube_cluster_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
 }
\ No newline at end of file
diff --git a/fluxcd/changelog.d/18207.added b/fluxcd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/fluxcd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/fluxcd/changelog.d/18617.fixed b/fluxcd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/fluxcd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/fluxcd/datadog_checks/fluxcd/__about__.py b/fluxcd/datadog_checks/fluxcd/__about__.py
index eeece9d233f4c..a18246b75a317 100644
--- a/fluxcd/datadog_checks/fluxcd/__about__.py
+++ b/fluxcd/datadog_checks/fluxcd/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "2.0.0"
+__version__ = "2.1.0"
diff --git a/fly_io/CHANGELOG.md b/fly_io/CHANGELOG.md
index f8d7ccae517e6..b9e299749115d 100644
--- a/fly_io/CHANGELOG.md
+++ b/fly_io/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.0.1 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.1 / 2024-09-05
 
 ***Fixed***:
diff --git a/fly_io/changelog.d/18617.fixed b/fly_io/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/fly_io/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/fly_io/datadog_checks/fly_io/__about__.py b/fly_io/datadog_checks/fly_io/__about__.py
index cc393c1dad9ce..4e2ee3360463e 100644
--- a/fly_io/datadog_checks/fly_io/__about__.py
+++ b/fly_io/datadog_checks/fly_io/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.0.1'
diff --git a/foundationdb/CHANGELOG.md b/foundationdb/CHANGELOG.md
index 708598ebce609..589742db02d09 100644
--- a/foundationdb/CHANGELOG.md
+++ b/foundationdb/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.4.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/foundationdb/changelog.d/18207.added b/foundationdb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/foundationdb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/foundationdb/changelog.d/18580.removed b/foundationdb/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/foundationdb/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/foundationdb/changelog.d/18617.fixed b/foundationdb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/foundationdb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/foundationdb/datadog_checks/foundationdb/__about__.py b/foundationdb/datadog_checks/foundationdb/__about__.py
index 151d46d81e6db..d037f86865212 100644
--- a/foundationdb/datadog_checks/foundationdb/__about__.py
+++ b/foundationdb/datadog_checks/foundationdb/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/foundationdb/tests/docker/docker-compose.yaml b/foundationdb/tests/docker/docker-compose.yaml
index f6cfdc65f435f..3f2b1c6460ad7 100644
--- a/foundationdb/tests/docker/docker-compose.yaml
+++ b/foundationdb/tests/docker/docker-compose.yaml
@@ -1,4 +1,3 @@
-version: '3'
 services:
   fdb-coordinator:
     image: foundationdb/foundationdb:6.3.13
diff --git a/gearmand/CHANGELOG.md b/gearmand/CHANGELOG.md
index 8eab9a456f10d..4b463f42324b3 100644
--- a/gearmand/CHANGELOG.md
+++ b/gearmand/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.1.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/gearmand/changelog.d/18207.added b/gearmand/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/gearmand/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/gearmand/changelog.d/18580.removed b/gearmand/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/gearmand/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/gearmand/changelog.d/18617.fixed b/gearmand/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/gearmand/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/gearmand/datadog_checks/gearmand/__about__.py b/gearmand/datadog_checks/gearmand/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/gearmand/datadog_checks/gearmand/__about__.py
+++ b/gearmand/datadog_checks/gearmand/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/genesys/CHANGELOG.md b/genesys/CHANGELOG.md
new file mode 100644
index 0000000000000..456d95c45d9a8
--- /dev/null
+++ b/genesys/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Genesys
+
+## 1.0.0 / 2024-11-21
+
+***Added***:
+
+* Initial Release
diff --git a/genesys/README.md b/genesys/README.md
new file mode 100644
index 0000000000000..382aebfef797e
--- /dev/null
+++ b/genesys/README.md
@@ -0,0 +1,59 @@
+# Genesys
+
+## Overview
+
+[Genesys][1] is a comprehensive cloud-based contact center platform that enables businesses to manage and optimize customer interactions across multiple channels, including voice, chat, email, social media, and messaging. It's known for its flexibility, scalability, and integration capabilities, helping businesses improve customer experience and streamline operations.
+
+The Genesys integration collects conversations (Voice, Email, Message, Callback, Chat) analytics metrics and audit logs and ingests them into Datadog for comprehensive analysis.
+
+## Setup
+
+### Generate Client ID and Client Secret config parameters in Genesys
+1. Login to your [Genesys account][2] with **Admin** role.
+2. [Add a new role][3] with the following permissions:
+    1. Analytics > Conversation Aggregate > View (Query for conversation aggregates)
+    2. Analytics > Conversation Detail > View (Query for conversation details)
+    3. Audits > Audit > View (View audits)
+3. Ensure the role created in the previous step is assigned to the logged-in user. For more information on assigning roles to users, see the Genesys guide to [Assign roles, divisions, licenses, and add-ons][4].
+4. Navigate to **Admin > Integrations > OAuth** section.
+5. Click **Add Client**.
+6. Enter an appropriate name.
+7. Select **Client Credentials** as the Grant Type.
+8. Click the **Roles** tab and assign the role created in step 2.
+9. Click **Save**.
+10. Copy the Client ID and Client Secret from the **Client Details** Tab. 
+
+### Connect your Genesys Account to Datadog
+
+1. Add your Client ID and Client Secret
+
+    |Parameters| Description                                                                                    |
+    |--------------------|------------------------------------------------------------------------------------------------|
+    |Client ID| Client ID for your Genesys account.                                                        |
+    |Client Secret| Client Secret for your Genesys account.                                                 |
+
+2. Click the Save button to save your settings.
+
+## Data Collected
+
+### Logs 
+The Genesys integration collects and forwards audit logs to Datadog.
+
+### Metrics
+
+The Genesys integration collects and forwards conversation analytics metrics to Datadog. See [metadata.csv][5] for a list of metrics provided by this integration.
+
+### Events
+
+The Genesys integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][6].
+
+[1]: https://www.genesys.com/genesys-cloud
+[2]: https://apps.mypurecloud.com/
+[3]: https://help.mypurecloud.com/articles/add-roles/
+[4]: https://help.mypurecloud.com/articles/assign-roles-divisions-licenses-and-add-ons/#citem_3b80-08e1
+[5]: https://github.com/DataDog/integrations-core/blob/master/genesys/metadata.csv
+[6]: https://docs.datadoghq.com/help/
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_audit.json b/genesys/assets/dashboards/genesys_audit.json
new file mode 100644
index 0000000000000..a42c6f1256aee
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_audit.json
@@ -0,0 +1,838 @@
+{
+  "title": "Genesys Audit",
+  "description": "The Genesys Audit Dashboard provides a centralized view of audit logs, tracking critical activities across the platform for enhanced security and compliance. Key widgets, such as total audit logs, user-specific activity, and event types by action and status, allow teams to monitor usage patterns, identify anomalies, and analyze system interactions in real time. With insights on frequently accessed services and activity trends over time, the dashboard is essential for auditing, ensuring data integrity, and supporting compliance initiatives within the Genesys environment.\n",
+  "widgets": [
+    {
+      "id": 9001282409665398,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 7190176070006682,
+      "definition": {
+        "type": "note",
+        "content": "**Overview**\n\nThe Genesys Audit Dashboard provides a centralized view of audit logs, tracking critical activities across the platform for enhanced security and compliance. Key widgets, such as total audit logs, user-specific activity, and event types by action and status, allow teams to monitor usage patterns, identify anomalies, and analyze system interactions in real time. With insights on frequently accessed services and activity trends over time, the dashboard is essential for auditing, ensuring data integrity, and supporting compliance initiatives within the Genesys environment. \n\nFor more information, see the [Genesys Integration Documentation](https://docs.datadoghq.com/integrations/genesys/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 934095259067582,
+      "definition": {
+        "title": "Audit Logs Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 3510442448112420,
+            "definition": {
+              "title": "Total Audit Logs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 3,
+              "height": 4
+            }
+          },
+          {
+            "id": 5160520173431890,
+            "definition": {
+              "title": "Logs over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Audit Logs",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 9,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 4209693445532392,
+      "definition": {
+        "title": "Activity Distribution",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 8452967305282134,
+            "definition": {
+              "title": "Frequent Activity by Service Name",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@serviceName",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 6044914967180450,
+            "definition": {
+              "title": "Infrequent Activity by Service Name",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@serviceName",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "asc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "asc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 0,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 1437011448422136,
+            "definition": {
+              "title": "Activity by User",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@usr.id",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 81898895474580,
+            "definition": {
+              "title": "Top Activity by Entity Name",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@entity.name",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 8,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 344202775524140,
+            "definition": {
+              "title": "Top Activity by Entity Type",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@entityType",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 8,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 7417685183716274,
+            "definition": {
+              "title": "Activity by Level",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@level",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 12,
+              "width": 8,
+              "height": 4
+            }
+          },
+          {
+            "id": 4430954780685730,
+            "definition": {
+              "title": "Activity by Status",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@status",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "inline"
+              }
+            },
+            "layout": {
+              "x": 8,
+              "y": 12,
+              "width": 4,
+              "height": 4
+            }
+          },
+          {
+            "id": 4575091239524662,
+            "definition": {
+              "title": "Activity by Action",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "logs",
+                      "search": {
+                        "query": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status"
+                      },
+                      "indexes": [
+                        "*"
+                      ],
+                      "group_by": [
+                        {
+                          "facet": "@action",
+                          "limit": 10,
+                          "sort": {
+                            "aggregation": "cardinality",
+                            "order": "desc",
+                            "metric": "@id"
+                          },
+                          "should_exclude_missing": true
+                        }
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@id"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 16,
+              "width": 12,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 12,
+        "height": 21
+      }
+    },
+    {
+      "id": 5090632135355677,
+      "definition": {
+        "title": "Audit Logs",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:genesys service:audit $User_Home_OrgId $Service_Name $User $Level $Action $Status",
+              "indexes": [],
+              "storage": "hot",
+              "sort": {
+                "order": "desc",
+                "column": "timestamp"
+              }
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 12,
+        "height": 4
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "User_Home_OrgId",
+      "prefix": "@userHomeOrgId",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Service_Name",
+      "prefix": "@serviceName",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "User",
+      "prefix": "@usr.id",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Level",
+      "prefix": "@level",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Action",
+      "prefix": "@action",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Status",
+      "prefix": "@status",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_callback.json b/genesys/assets/dashboards/genesys_callback.json
new file mode 100644
index 0000000000000..2184e74208b02
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_callback.json
@@ -0,0 +1,1698 @@
+{
+  "title": "Genesys Callback",
+  "description": "The Genesys Callback Dashboard provides a detailed view of callback interactions, covering key metrics such as total and connected callbacks, callbacks over time, and various stages of the callback journey, from queue to completion. It includes insights into agent consultations, transfer types, waiting times, and average handling durations, along with specific metrics like callback hold and completion times. This dashboard enables efficient monitoring of callback operations, helping teams optimize response times and improve the overall callback experience.\n",
+  "widgets": [
+    {
+      "id": 1087031255759440,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
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+        "content": "To know more about Genesys metrics and definitions, refer the [conversation metrics documentation.](https://developer.genesys.cloud/analyticsdatamanagement/analytics/aggregate/conversation-query#conversation-aggregate-metrics)",
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+                      "aggregator": "avg"
+                    }
+                  ],
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+                    {
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+                        "unit": {
+                          "type": "canonical_unit",
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+                      "query": "avg:genesys.conversations.contacting_time_avg{media_type:callback}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
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+                          "type": "canonical_unit",
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+                      "palette": "black_on_light_yellow"
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+            "id": 6248423448556066,
+            "definition": {
+              "title": "Callback Held Time Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
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+                "value",
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+              "type": "timeseries",
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+                    {
+                      "alias": "Average Held Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Maximum Held Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
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+                      "formula": "query2"
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+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query3"
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+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.held_complete_time_avg{media_type:callback}.as_count()"
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+                    },
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+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
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+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Average Talk Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    },
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+                      "alias": "Minimum Talk Time",
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+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+                          "type": "canonical_unit",
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+                      "name": "query1",
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+                      "query": "sum:genesys.conversations.talk_complete_time_avg{media_type:callback}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_min{media_type:callback}.as_count()"
+                    },
+                    {
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+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_max{media_type:callback}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
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+                    "palette": "dog_classic",
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+        "width": 12,
+        "height": 11
+      }
+    },
+    {
+      "id": 4480656075429290,
+      "definition": {
+        "title": "Supervisory and Coaching Analytics",
+        "background_color": "vivid_yellow",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
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+            "definition": {
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+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
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+                      "query": "avg:genesys.conversations.monitoring_complete_time_avg{media_type:callback}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
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+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
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+            "definition": {
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+              "show_legend": true,
+              "legend_layout": "horizontal",
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+                "value",
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+              ],
+              "type": "timeseries",
+              "requests": [
+                {
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+                    {
+                      "alias": "Barged Conversations",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Coached Conversations",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
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+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.barged_conversations_count{media_type:callback}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.coached_conversations_count{media_type:callback}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
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+      }
+    }
+  ],
+  "template_variables": [],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_chat.json b/genesys/assets/dashboards/genesys_chat.json
new file mode 100644
index 0000000000000..911d7a771aba5
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_chat.json
@@ -0,0 +1,1802 @@
+{
+  "title": "Genesys Chat",
+  "description": "The Genesys Chat Dashboard provides a comprehensive overview of chat interactions, featuring metrics like total chats, connected chats, and chats over time. It covers critical areas such as agent consultations, queued chats, abandoned chats, and various chat transfer types, offering insights into chat flow and performance. The dashboard tracks response times, average handle durations, and specific times like abandonment and waiting periods, while also monitoring bot interactions and time spent in IVR. This view allows teams to analyze chat performance and optimize for faster, more efficient customer engagement.\n",
+  "widgets": [
+    {
+      "id": 6289012271406585,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
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+        "y": 0,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 3134224426841600,
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+                      "alias": "Coached Conversations",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.barged_conversations_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.coached_conversations_count{media_type:voice}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 40,
+        "width": 12,
+        "height": 10
+      }
+    }
+  ],
+  "template_variables": [],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_conversation_overview.json b/genesys/assets/dashboards/genesys_conversation_overview.json
new file mode 100644
index 0000000000000..dab7d375456fe
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_conversation_overview.json
@@ -0,0 +1,831 @@
+{
+  "title": "Genesys Conversation Overview",
+  "description": "The Genesys Conversation Overview Dashboard provides essential metrics across voice, messages, emails, callbacks, and chats, focusing on conversation counts, connected and errored sessions, and efficiency indicators like handle and wait times. The dashboard includes SLA adherence and logs transitions and activity trends over time, helping monitor and improve contact center performance.\n",
+  "widgets": [
+    {
+      "id": 5088819716215640,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 2
+      }
+    },
+    {
+      "id": 176471366032496,
+      "definition": {
+        "title": "Monitors Summary",
+        "background_color": "vivid_orange",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 5575778824193782,
+            "definition": {
+              "title": "Monitors Summary",
+              "type": "manage_status",
+              "display_format": "countsAndList",
+              "color_preference": "text",
+              "hide_zero_counts": true,
+              "show_status": true,
+              "last_triggered_format": "relative",
+              "query": "tag:(source:genesys)",
+              "sort": "status,asc",
+              "count": 50,
+              "start": 0,
+              "summary_type": "monitors",
+              "show_priority": false,
+              "show_last_triggered": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 6
+      }
+    },
+    {
+      "id": 3058556336333808,
+      "definition": {
+        "type": "note",
+        "content": "**Overview**\n\nThe Genesys Conversation Overview Dashboard provides essential metrics across voice, messages, emails, callbacks, and chats, focusing on conversation counts, connected and errored sessions, and efficiency indicators like handle and wait times. The dashboard includes SLA adherence and logs transitions and activity trends over time, helping monitor and improve contact center performance.\n\nFor more information, see the [Genesys Integration Documentation](https://docs.datadoghq.com/integrations/genesys/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 6352878026638914,
+      "definition": {
+        "type": "note",
+        "content": "To know more about Genesys metrics and definitions, refer the [conversation metrics documentation.](https://developer.genesys.cloud/analyticsdatamanagement/analytics/aggregate/conversation-query#conversation-aggregate-metrics)",
+        "background_color": "yellow",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "bottom",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 12,
+        "height": 1
+      }
+    },
+    {
+      "id": 5910476179516722,
+      "definition": {
+        "title": "Conversations Summary",
+        "background_color": "vivid_yellow",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 2815648574978070,
+            "definition": {
+              "title": "Total Voice Calls",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_voice{*}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
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+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#f0f1ff"
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+                }
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+              "autoscale": true,
+              "precision": 2
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+            "layout": {
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+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 1507481153483882,
+            "definition": {
+              "title": "Total Messages",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_messages{*}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
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+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#faf0ff"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
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+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 8035767695367826,
+            "definition": {
+              "title": "Total Emails",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
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+                  "response_format": "scalar",
+                  "queries": [
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+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_emails{*}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
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+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#f0f6ff"
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+              "autoscale": true,
+              "precision": 2
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+            "layout": {
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+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 1145163465588054,
+            "definition": {
+              "title": "Total Callbacks",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
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+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_callbacks{*}.as_count()",
+                      "aggregator": "sum"
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+                  ],
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+                      "value": 0,
+                      "palette": "custom_bg",
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+                  "formulas": [
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+                    }
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+              "autoscale": true,
+              "precision": 2
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+            }
+          },
+          {
+            "id": 5777880785833920,
+            "definition": {
+              "title": "Total Chats",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
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+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_chats{*}.as_count()",
+                      "aggregator": "sum"
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+                  "conditional_formats": [
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+                      "palette": "custom_bg",
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+              "precision": 2
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+              "width": 3,
+              "height": 3
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+            "definition": {
+              "title": "Conversations over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
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+                      "alias": "Voice Calls",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Messages",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Emails",
+                      "formula": "query3"
+                    },
+                    {
+                      "alias": "Callbacks",
+                      "formula": "query4"
+                    },
+                    {
+                      "alias": "Chats",
+                      "formula": "query5"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_voice{*}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query2",
+                      "query": "sum:genesys.conversations.total_messages{*}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:genesys.conversations.total_emails{*}.as_count()"
+                    },
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+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:genesys.conversations.total_callbacks{*}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:genesys.conversations.total_chats{*}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
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+                    "order_by": "values",
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+                }
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+        "width": 12,
+        "height": 7
+      }
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+      "id": 3938050610879096,
+      "definition": {
+        "title": "Conversation Analytics",
+        "background_color": "vivid_green",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
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+            "definition": {
+              "title": "Average Connected Time",
+              "title_size": "16",
+              "title_align": "left",
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+                      "name": "query1",
+                      "query": "avg:genesys.conversations.connected_time_avg{*}.as_count()",
+                      "aggregator": "avg"
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+              "precision": 2
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+            "id": 6055382138957310,
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+              "title": "Maximum Queue Wait Time",
+              "title_size": "16",
+              "title_align": "left",
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+                      "name": "query1",
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+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 6,
+              "width": 6,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 14,
+        "width": 12,
+        "height": 12,
+        "is_column_break": true
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Media_Type",
+      "prefix": "media_type",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_email.json b/genesys/assets/dashboards/genesys_email.json
new file mode 100644
index 0000000000000..27a4430cc98fe
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_email.json
@@ -0,0 +1,1949 @@
+{
+  "title": "Genesys Email",
+  "description": "The Genesys Email Dashboard offers a detailed view of email interactions, covering total emails, connection rates, queue times, handling, response metrics, and transfer details. Key widgets track conversation metrics, agent response, and time spent in different stages, enabling comprehensive performance analysis and operational improvements.\n",
+  "widgets": [
+    {
+      "id": 5000349741342400,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 3580828498286446,
+      "definition": {
+        "type": "note",
+        "content": "**Overview**\n\nThe Genesys Email Dashboard offers a detailed view of email interactions, covering total emails, connection rates, queue times, handling, response metrics, and transfer details. Key widgets track conversation metrics, agent response, and time spent in different stages, enabling comprehensive performance analysis and operational improvements.\n\nFor more information, see the [Genesys Integration Documentation](https://docs.datadoghq.com/integrations/genesys/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 8,
+        "height": 3
+      }
+    },
+    {
+      "id": 4981263380280460,
+      "definition": {
+        "type": "note",
+        "content": "To know more about Genesys metrics and definitions, refer the [conversation metrics documentation.](https://developer.genesys.cloud/analyticsdatamanagement/analytics/aggregate/conversation-query#conversation-aggregate-metrics)",
+        "background_color": "yellow",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "bottom",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 3,
+        "width": 12,
+        "height": 1
+      }
+    },
+    {
+      "id": 8970928416079124,
+      "definition": {
+        "title": "Email Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 3125125867432312,
+            "definition": {
+              "title": "Total Emails",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_emails{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 8854415020074543,
+            "definition": {
+              "title": "Connected Email Sessions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 86152202738954,
+            "definition": {
+              "title": "Consulted Emails",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consulted_conversations_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 6,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 1769413243466430,
+            "definition": {
+              "title": "Bot Interactions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.bot_interactions_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 9,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 6534860483192042,
+            "definition": {
+              "title": "Consult Transfers",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consult_transferred_conversations_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 8608161692406496,
+            "definition": {
+              "title": "Transferred Interactions Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Transferred",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Consult Transfers",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Blind Transferred",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_transferred_count{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consult_transferred_conversations_count{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.blind_transferred_count{media_type:email}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 3,
+              "width": 9,
+              "height": 3
+            }
+          },
+          {
+            "id": 6080065307465582,
+            "definition": {
+              "title": "Outbound Emails over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Outbound",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Total Connected Outbound",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.outbound_conversations_count{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_outbound_conversations_count{media_type:email}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "area"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 7441469473264914,
+            "definition": {
+              "title": "Emails over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Email",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Total Connected Sessions",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_emails{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:email}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 10,
+              "width": 12,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 12,
+        "height": 15
+      }
+    },
+    {
+      "id": 2571340600684274,
+      "definition": {
+        "title": "Abandonment and Queue Analytics",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 1900168351495458,
+            "definition": {
+              "title": "Emails Offered to Queue",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.offered_conversations_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
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+                      "value": 0,
+                      "palette": "black_on_light_green"
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+                  "formulas": [
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+              "precision": 2
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+              "width": 6,
+              "height": 2
+            }
+          },
+          {
+            "id": 2427853405223718,
+            "definition": {
+              "title": "Errored Emails",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
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+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.errored_conversations_count{media_type:email}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
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+                      "value": 0,
+                      "palette": "black_on_light_red"
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+              "y": 0,
+              "width": 6,
+              "height": 2
+            }
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+          {
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+            "definition": {
+              "title": "Average Alert Time",
+              "title_size": "16",
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+              "type": "query_value",
+              "requests": [
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+                  "queries": [
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+                      "query": "avg:genesys.conversations.alert_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "conditional_formats": [
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+                      "value": 0,
+                      "palette": "black_on_light_red"
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+            },
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+              "y": 2,
+              "width": 4,
+              "height": 2
+            }
+          },
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+            "id": 4229697199073770,
+            "definition": {
+              "title": "Average Flow Out Time",
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+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
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+                  "response_format": "scalar",
+                  "queries": [
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+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.flow_out_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+                      "value": 0,
+                      "palette": "black_on_light_red"
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+              "precision": 2
+            },
+            "layout": {
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+              "y": 2,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 6835271027601294,
+            "definition": {
+              "title": "Average Not Responding Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
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+                  "queries": [
+                    {
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+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.not_responding_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
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+                  ],
+                  "formulas": [
+                    {
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+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+                  ],
+                  "conditional_formats": [
+                    {
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+                      "value": 0,
+                      "palette": "black_on_light_red"
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+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
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+              "y": 2,
+              "width": 4,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 19,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 8917893288439518,
+      "definition": {
+        "title": "Agent and Interaction Time Analytics",
+        "background_color": "vivid_pink",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 1639730379614838,
+            "definition": {
+              "title": "Average Handle Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
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+                  "queries": [
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+                      "query": "avg:genesys.conversations.handle_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 17601474503554,
+            "definition": {
+              "title": "Handle Time Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Average Handle Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
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+                    {
+                      "alias": "Minimum Handle Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Maximum Handle Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
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+            "id": 5591404965049162,
+            "definition": {
+              "title": "Average Monitoring Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.monitoring_complete_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 6880663258142982,
+            "definition": {
+              "title": "Average User Response Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.user_response_time_avg{media_type:email}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 8,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1233809343065288,
+            "definition": {
+              "title": "Interaction Time Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Average Interaction Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Minimum Interaction Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Maximum Interaction Time",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_avg{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_min{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_max{media_type:email}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 12,
+              "height": 3
+            }
+          },
+          {
+            "id": 5988166946516178,
+            "definition": {
+              "title": "Barging & Coaching Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "horizontal",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Barged Conversations",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Coached Conversations",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.barged_conversations_count{media_type:email}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.coached_conversations_count{media_type:email}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 5,
+              "width": 12,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 47,
+        "width": 12,
+        "height": 9
+      }
+    }
+  ],
+  "template_variables": [],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_message.json b/genesys/assets/dashboards/genesys_message.json
new file mode 100644
index 0000000000000..81bcd66a270ab
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_message.json
@@ -0,0 +1,1739 @@
+{
+  "title": "Genesys Message",
+  "description": "The Genesys Message Dashboard provides a comprehensive overview of messaging interactions, including total messages, conversation types, queue metrics, and agent performance indicators. Key widgets track outbound messages, agent consultations, response times, and handling durations. This layout helps analyze message flow, identify potential issues, and optimize handling times and responsiveness for improved customer communication.\n",
+  "widgets": [
+    {
+      "id": 6686255836399149,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 559982834349925,
+      "definition": {
+        "type": "note",
+        "content": "**Overview**\n\nThe Genesys Message Dashboard provides a comprehensive overview of messaging interactions, including total messages, conversation types, queue metrics, and agent performance indicators. Key widgets track outbound messages, agent consultations, response times, and handling durations. This layout helps analyze message flow, identify potential issues, and optimize handling times and responsiveness for improved customer communication.\n\nFor more information, see the [Genesys Integration Documentation](https://docs.datadoghq.com/integrations/genesys/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 5139773801356660,
+      "definition": {
+        "type": "note",
+        "content": "To know more about Genesys metrics and definitions, refer the [conversation metrics documentation.](https://developer.genesys.cloud/analyticsdatamanagement/analytics/aggregate/conversation-query#conversation-aggregate-metrics)",
+        "background_color": "yellow",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "bottom",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 12,
+        "height": 1
+      }
+    },
+    {
+      "id": 119823797496623,
+      "definition": {
+        "title": "Message Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 48716956385991,
+            "definition": {
+              "title": "Total Messages",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_messages{media_type:message}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 5746373773253463,
+            "definition": {
+              "title": "Connected Message Sessions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:message}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 8409035547809191,
+            "definition": {
+              "title": "Bot Interactions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.bot_interactions_count{media_type:message}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 8,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1743379535820135,
+            "definition": {
+              "title": "Total Agent Consultations",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consulted_conversations_count{media_type:message}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 2969470686733589,
+            "definition": {
+              "title": "Transferred Interactions over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Transferred",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Blind Transferred",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Consult Transfers",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_transferred_count{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.blind_transferred_count{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consult_transferred_conversations_count{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 2,
+              "width": 9,
+              "height": 4
+            }
+          },
+          {
+            "id": 6425089306205858,
+            "definition": {
+              "title": "Consult Transfers",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consult_transferred_conversations_count{media_type:message}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
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+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
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+                  ]
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+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 5740940520356370,
+            "definition": {
+              "title": "Messages over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Messages",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Total Connected Sessions",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_messages{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
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+              ]
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+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 6982095386386790,
+            "definition": {
+              "title": "Outbound Messages over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Outbound",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Attempted Outbound",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Connected Outbound",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.outbound_conversations_count{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.attempted_outbound_conversations_count{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_outbound_conversations_count{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
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+                }
+              ]
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+              "width": 12,
+              "height": 4
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+          }
+        ]
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+        "y": 5,
+        "width": 12,
+        "height": 15
+      }
+    },
+    {
+      "id": 342617798758941,
+      "definition": {
+        "title": "Queue and Error Analytics",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
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+            "definition": {
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+              "title_size": "16",
+              "title_align": "left",
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+              "requests": [
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+                  "queries": [
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+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.offered_conversations_count{media_type:message}.as_count()",
+                      "aggregator": "sum"
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+            }
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+            "definition": {
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+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
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+                  "queries": [
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+                      "query": "sum:genesys.conversations.blind_transferred_count{media_type:message}.as_count()",
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+            "id": 566182897822726,
+            "definition": {
+              "title": "Handle Time Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Average Handle Time",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Minimum Handle Time",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Maximum Handle Time",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.handle_time_avg{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.handle_time_min{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.handle_time_max{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "area"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 36,
+        "width": 12,
+        "height": 10
+      }
+    },
+    {
+      "id": 7224638544836286,
+      "definition": {
+        "title": "Supervisory and Coaching Analytics",
+        "background_color": "vivid_yellow",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 803706515668723,
+            "definition": {
+              "title": "Average Monitoring Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.monitoring_complete_time_avg{media_type:message}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 952986231052633,
+            "definition": {
+              "title": "Interaction Time Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Average Interaction Time",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Minimum Interaction Time",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Maximum Interaction Time",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_avg{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_min{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.talk_complete_time_max{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 9,
+              "height": 3
+            }
+          },
+          {
+            "id": 3682612118692920,
+            "definition": {
+              "title": "Barging & Coaching Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "horizontal",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Barged Conversations",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Coached Conversations",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.barged_conversations_count{media_type:message}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.coached_conversations_count{media_type:message}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 12,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 46,
+        "width": 12,
+        "height": 7
+      }
+    }
+  ],
+  "template_variables": [],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/genesys/assets/dashboards/genesys_voice.json b/genesys/assets/dashboards/genesys_voice.json
new file mode 100644
index 0000000000000..9ec237629afc3
--- /dev/null
+++ b/genesys/assets/dashboards/genesys_voice.json
@@ -0,0 +1,1992 @@
+{
+  "title": "Genesys Voice",
+  "description": "The Genesys Voice Dashboard provides an in-depth look at voice call metrics, tracking totals, connected calls, transfer types, abandoned calls, and error rates. It also includes detailed metrics on average and maximum times for abandonment, queue waiting, and handle times, supporting insights into overall call efficiency.\n",
+  "widgets": [
+    {
+      "id": 4921638547489418,
+      "definition": {
+        "type": "image",
+        "url": "https://www.logo.wine/a/logo/Genesys_(company)/Genesys_(company)-Logo.wine.svg",
+        "sizing": "cover",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 1863906910832026,
+      "definition": {
+        "type": "note",
+        "content": "**Overview**\n\nThe Genesys Voice Dashboard provides an in-depth look at voice call metrics, tracking totals, connected calls, transfer types, abandoned calls, and error rates. It also includes detailed metrics on average and maximum times for abandonment, queue waiting, and handle times, supporting insights into overall call efficiency.\n\nFor more information, see the [Genesys Integration Documentation](https://docs.datadoghq.com/integrations/genesys/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 8,
+        "height": 3
+      }
+    },
+    {
+      "id": 650991241060028,
+      "definition": {
+        "type": "note",
+        "content": "To know more about Genesys metrics and definitions, refer the [conversation metrics documentation.](https://developer.genesys.cloud/analyticsdatamanagement/analytics/aggregate/conversation-query#conversation-aggregate-metrics)",
+        "background_color": "yellow",
+        "font_size": "14",
+        "text_align": "center",
+        "vertical_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "bottom",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 3,
+        "width": 12,
+        "height": 1
+      }
+    },
+    {
+      "id": 6274928839615718,
+      "definition": {
+        "title": "Voice Calls Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 2593172815402020,
+            "definition": {
+              "title": "Total Voice Calls",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_voice{media_type:voice}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#e5ebff"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 4,
+              "height": 3
+            }
+          },
+          {
+            "id": 4618317310720764,
+            "definition": {
+              "title": "Connected Voice Call Sessions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:voice}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 4,
+              "height": 3
+            }
+          },
+          {
+            "id": 7441081660813458,
+            "definition": {
+              "title": "Consulted Voice Calls",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.consulted_conversations_count{media_type:voice}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 8,
+              "y": 0,
+              "width": 4,
+              "height": 3
+            }
+          },
+          {
+            "id": 3467953159912948,
+            "definition": {
+              "title": "Bot Interactions",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.bot_interactions_count{media_type:voice}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_yellow"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 380743845910744,
+            "definition": {
+              "title": "Transferred Interactions Trend",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Transferred",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Blind Transferred",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Consult Transfers",
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.total_transferred_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.blind_transferred_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.consult_transferred_conversations_count{media_type:voice}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 3,
+              "width": 9,
+              "height": 3
+            }
+          },
+          {
+            "id": 8907366769868450,
+            "definition": {
+              "title": "Outbound Voice Calls over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Connected Outbound",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Total Attempted Outbound",
+                      "formula": "query2"
+                    },
+                    {
+                      "alias": "Total Abandoned Outbound",
+                      "formula": "query3"
+                    },
+                    {
+                      "alias": "Total Outbound",
+                      "formula": "query4"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.connected_outbound_conversations_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.attempted_outbound_conversations_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.abandoned_outbound_conversations_count{media_type:voice}.as_count()"
+                    },
+                    {
+                      "name": "query4",
+                      "data_source": "metrics",
+                      "query": "sum:genesys.conversations.outbound_conversations_count{media_type:voice}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "area"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 3
+            }
+          },
+          {
+            "id": 1546290955588684,
+            "definition": {
+              "title": "Voice Calls over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Voice Calls",
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Total Connected Sessions",
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.total_voice{media_type:voice}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query2",
+                      "query": "sum:genesys.conversations.connected_conversations_count{media_type:voice}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 9,
+              "width": 12,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 12,
+        "height": 13
+      }
+    },
+    {
+      "id": 397276188336346,
+      "definition": {
+        "title": "Abandonment and Queue Analytics",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 4063017843025160,
+            "definition": {
+              "title": "Voice Offered to Queue",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:genesys.conversations.offered_conversations_count{media_type:voice}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ]
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+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1240078762022138,
+            "definition": {
+              "title": "Average Flow Out Time",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:genesys.conversations.flow_out_time_avg{media_type:voice}.as_count()",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "millisecond"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_red"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
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+}
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+</svg>
diff --git a/genesys/assets/logs/genesys.yaml b/genesys/assets/logs/genesys.yaml
new file mode 100644
index 0000000000000..23d45cd3143ce
--- /dev/null
+++ b/genesys/assets/logs/genesys.yaml
@@ -0,0 +1,65 @@
+id: genesys
+metric_id: genesys
+backend_only: false
+facets:
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Genesys
+  enabled: true
+  filter:
+    query: source:genesys
+  processors:
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: date-remapper
+      name: Define `eventDate` as the official date of the log
+      enabled: true
+      sources:
+        - eventDate
+    - name: Lookup for `status` to `status`
+      enabled: true
+      source: status
+      target: status
+      lookupTable: |-
+        SUCCESS, info
+        FAILURE, error
+        WARNING, warning
+      type: lookup-processor
+    - type: status-remapper
+      name: Define `status` as the official status of the log
+      enabled: true
+      sources:
+        - status
+    - type: attribute-remapper
+      name: Map `user.id` to `usr.id`
+      enabled: true
+      sources:
+        - user.id
+      sourceType: attribute
+      target: usr.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `user.name` to `usr.name`
+      enabled: true
+      sources:
+        - user.name
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
diff --git a/genesys/assets/logs/genesys_tests.yaml b/genesys/assets/logs/genesys_tests.yaml
new file mode 100644
index 0000000000000..d374d6b459615
--- /dev/null
+++ b/genesys/assets/logs/genesys_tests.yaml
@@ -0,0 +1,95 @@
+id: genesys
+tests:
+  - sample: |-
+      {
+        "remoteIp" : [ "0.0.0.0" ],
+        "level" : "USER",
+        "entityType" : "Flow",
+        "transactionInitiator" : false,
+        "serviceName" : "Architect",
+        "application" : "",
+        "context" : {
+          "version" : "1.0",
+          "flowType" : "inboundcall"
+        },
+        "client" : {
+          "id" : ""
+        },
+        "action" : "Save",
+        "userHomeOrgId" : "f335b7ab-3de8-40d3-a7d1-597958cca6b",
+        "id" : "2d59394e-a10d-4618-933-67041fa562c3",
+        "user" : {
+          "selfUri" : "/api/v2/users/d1e4ddd6-7cdf-454d-b40c-97b9661b5ad",
+          "name" : "abc",
+          "id" : "d1e4ddd6-7cdf-454d-b40c-97b1966b5ad"
+        },
+        "entity" : {
+          "name" : "Inbound Call Flow",
+          "id" : "426315b4-b10a-41f2-b6b0-8d0d3519d84"
+        },
+        "eventDate" : "2024-11-21T04:59:22Z",
+        "status" : "SUCCESS"
+      }
+    service: "audit"
+    result:
+      custom:
+        action: "Save"
+        application: ""
+        client:
+          id: ""
+        context:
+          flowType: "inboundcall"
+          version: "1.0"
+        entity:
+          id: "426315b4-b10a-41f2-b6b0-8d0d3519d84"
+          name: "Inbound Call Flow"
+        entityType: "Flow"
+        eventDate: "2024-11-21T04:59:22Z"
+        id: "2d59394e-a10d-4618-933-67041fa562c3"
+        level: "USER"
+        remoteIp:
+        - "0.0.0.0"
+        serviceName: "Architect"
+        status: "info"
+        transactionInitiator: false
+        user:
+          selfUri: "/api/v2/users/d1e4ddd6-7cdf-454d-b40c-97b9661b5ad"
+        userHomeOrgId: "f335b7ab-3de8-40d3-a7d1-597958cca6b"
+        usr:
+          id: "d1e4ddd6-7cdf-454d-b40c-97b1966b5ad"
+          name: "abc"
+      message: |-
+        {
+          "remoteIp" : [ "0.0.0.0" ],
+          "level" : "USER",
+          "entityType" : "Flow",
+          "transactionInitiator" : false,
+          "serviceName" : "Architect",
+          "application" : "",
+          "context" : {
+            "version" : "1.0",
+            "flowType" : "inboundcall"
+          },
+          "client" : {
+            "id" : ""
+          },
+          "action" : "Save",
+          "userHomeOrgId" : "f335b7ab-3de8-40d3-a7d1-597958cca6b",
+          "id" : "2d59394e-a10d-4618-933-67041fa562c3",
+          "user" : {
+            "selfUri" : "/api/v2/users/d1e4ddd6-7cdf-454d-b40c-97b9661b5ad",
+            "name" : "abc",
+            "id" : "d1e4ddd6-7cdf-454d-b40c-97b1966b5ad"
+          },
+          "entity" : {
+            "name" : "Inbound Call Flow",
+            "id" : "426315b4-b10a-41f2-b6b0-8d0d3519d84"
+          },
+          "eventDate" : "2024-11-21T04:59:22Z",
+          "status" : "SUCCESS"
+        }
+      service: "audit"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1732165162000
diff --git a/genesys/assets/monitors/high_number_of_abandoned_outbound_conversations_detected.json b/genesys/assets/monitors/high_number_of_abandoned_outbound_conversations_detected.json
new file mode 100644
index 0000000000000..18fc12ea04610
--- /dev/null
+++ b/genesys/assets/monitors/high_number_of_abandoned_outbound_conversations_detected.json
@@ -0,0 +1,33 @@
+{
+	"version": 2,
+	"created_at": "2024-11-18",
+	"last_updated_at": "2024-11-18",
+	"title": "High Number of Abandoned Outbound Conversations Detected",
+	"description": "Abandoned outbound conversations refer to the number of outbound dialer calls that were abandoned. This monitor tracks and alerts when a high number of abandoned outbound conversations are detected, helping to prevent potential customer dissatisfaction.",
+	"definition": {
+		"id": 157631120,
+		"name": "High Number of Abandoned Outbound Conversations Detected",
+		"type": "query alert",
+		"query": "sum(last_1d):sum:genesys.conversations.abandoned_outbound_conversations_count{*}.as_count() > 100",
+		"message": "{{#is_alert}}\nThe abandoned outbound conversations refer to the number of outbound dialer calls that were abandoned.\n\nA high number of abandoned outbound conversations has been detected. Please review and take necessary action.\n{{/is_alert}}",
+		"tags": [
+			"source:genesys"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 100
+			},
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:genesys"
+	]
+}
\ No newline at end of file
diff --git a/genesys/assets/monitors/high_number_of_errored_conversations_detected.json b/genesys/assets/monitors/high_number_of_errored_conversations_detected.json
new file mode 100644
index 0000000000000..d98b827f8335c
--- /dev/null
+++ b/genesys/assets/monitors/high_number_of_errored_conversations_detected.json
@@ -0,0 +1,33 @@
+{
+	"version": 2,
+	"created_at": "2024-11-18",
+	"last_updated_at": "2024-11-18",
+	"title": "High Number of Errored Conversations Detected",
+	"description": "Errored conversations refer to the number of active sessions aborted due to an edge or adapter error event. This monitor tracks and alerts when there is a high occurrence of conversations ending in errors, helping to prevent potential bottlenecks.",
+	"definition": {
+		"id": 157628372,
+		"name": "High Number of Errored Conversations Detected",
+		"type": "query alert",
+		"query": "sum(last_1d):sum:genesys.conversations.errored_conversations_count{*}.as_count() > 100",
+		"message": "{{#is_alert}}\nErrored conversations refer to the number of active sessions aborted due to an edge or adapter error event.\n\nHigh number of errored conversations has been detected. Please review and take necessary action.\n{{/is_alert}}",
+		"tags": [
+			"source:genesys"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 100
+			},
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:genesys"
+	]
+}
\ No newline at end of file
diff --git a/genesys/assets/monitors/high_number_of_over_sla_conversations_detected.json b/genesys/assets/monitors/high_number_of_over_sla_conversations_detected.json
new file mode 100644
index 0000000000000..e8f090a5b5196
--- /dev/null
+++ b/genesys/assets/monitors/high_number_of_over_sla_conversations_detected.json
@@ -0,0 +1,33 @@
+{
+	"version": 2,
+	"created_at": "2024-11-18",
+	"last_updated_at": "2024-11-18",
+	"title": "High Number of over SLA Conversations Detected",
+	"description": "Over-SLA conversations refer to the number of answered interactions that exceed the service level threshold. This monitor tracks and alerts when there is an increased count of conversations exceeding the SLA threshold, which could potentially impact response times.",
+	"definition": {
+		"id": 157630365,
+		"name": "High Number of over SLA Conversations Detected",
+		"type": "query alert",
+		"query": "sum(last_1d):sum:genesys.conversations.over_sla_count{*}.as_count() > 100",
+		"message": "{{#is_alert}}\nThe over SLA conversations refer to the number of answered interactions that were over the SLA threshold.\n\nHigh number of over SLA conversations has been detected. Please review and take necessary action.\n{{/is_alert}}",
+		"tags": [
+			"source:genesys"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 100
+			},
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:genesys"
+	]
+}
\ No newline at end of file
diff --git a/genesys/assets/monitors/high_number_of_state_transition_errors_detected.json b/genesys/assets/monitors/high_number_of_state_transition_errors_detected.json
new file mode 100644
index 0000000000000..dfda0ac05713d
--- /dev/null
+++ b/genesys/assets/monitors/high_number_of_state_transition_errors_detected.json
@@ -0,0 +1,33 @@
+{
+	"version": 2,
+	"created_at": "2024-11-18",
+	"last_updated_at": "2024-11-18",
+	"title": "High Number of State Transition Errors Detected",
+	"description": "State transition errors refer to the number of errors caused by edge clock skew. This monitor tracks and alerts when there is an increased count of state transition errors, indicating potential issues with process transitions or workflow continuity.",
+	"definition": {
+		"id": 157630544,
+		"name": "High Number of State Transition Errors Detected",
+		"type": "query alert",
+		"query": "sum(last_1d):sum:genesys.conversations.state_transition_errors_count{*}.as_count() > 100",
+		"message": "{{#is_alert}}\nThe state transition errors refer to the number of errors caused by edge clock skew.\n\nA high number of state transition errors has been detected. Please review and take necessary action.\n{{/is_alert}}",
+		"tags": [
+			"source:genesys"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 100
+			},
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:genesys"
+	]
+}
\ No newline at end of file
diff --git a/genesys/assets/service_checks.json b/genesys/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/genesys/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/genesys/images/genesys_audit.png b/genesys/images/genesys_audit.png
new file mode 100644
index 0000000000000..c49c63c10a005
Binary files /dev/null and b/genesys/images/genesys_audit.png differ
diff --git a/genesys/images/genesys_callback.png b/genesys/images/genesys_callback.png
new file mode 100644
index 0000000000000..44463bcd4356b
Binary files /dev/null and b/genesys/images/genesys_callback.png differ
diff --git a/genesys/images/genesys_chat.png b/genesys/images/genesys_chat.png
new file mode 100644
index 0000000000000..0a24aece47b3c
Binary files /dev/null and b/genesys/images/genesys_chat.png differ
diff --git a/genesys/images/genesys_conversation_overview.png b/genesys/images/genesys_conversation_overview.png
new file mode 100644
index 0000000000000..98c9d9dd4bd89
Binary files /dev/null and b/genesys/images/genesys_conversation_overview.png differ
diff --git a/genesys/images/genesys_email.png b/genesys/images/genesys_email.png
new file mode 100644
index 0000000000000..17d7d2fdd21e4
Binary files /dev/null and b/genesys/images/genesys_email.png differ
diff --git a/genesys/images/genesys_message.png b/genesys/images/genesys_message.png
new file mode 100644
index 0000000000000..0c119ebbfcdcc
Binary files /dev/null and b/genesys/images/genesys_message.png differ
diff --git a/genesys/images/genesys_voice.png b/genesys/images/genesys_voice.png
new file mode 100644
index 0000000000000..4118e97884bb3
Binary files /dev/null and b/genesys/images/genesys_voice.png differ
diff --git a/genesys/manifest.json b/genesys/manifest.json
new file mode 100644
index 0000000000000..954aab22e8555
--- /dev/null
+++ b/genesys/manifest.json
@@ -0,0 +1,101 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "a0f0e600-1f10-4505-8fc3-64442e78b1a3",
+  "app_id": "genesys",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Conversations Analytics Metrics and Audit logs",
+    "title": "Genesys",
+    "media": [
+      {
+        "media_type": "image",
+        "caption": "Genesys Audit",
+        "image_url": "images/genesys_audit.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Callback",
+        "image_url": "images/genesys_callback.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Chat",
+        "image_url": "images/genesys_chat.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Conversation Overview",
+        "image_url": "images/genesys_conversation_overview.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Email",
+        "image_url": "images/genesys_email.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Message",
+        "image_url": "images/genesys_message.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Genesys Voice",
+        "image_url": "images/genesys_voice.png"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Metrics",
+      "Category::Collaboration",
+      "Submitted Data Type::Logs",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 30683213,
+      "source_type_name": "Genesys",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "genesys.",
+        "check": ["genesys.conversations.total_voice", "genesys.conversations.wait_time_avg"],
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Genesys Conversation Overview": "assets/dashboards/genesys_conversation_overview.json",
+      "Genesys Audit": "assets/dashboards/genesys_audit.json",
+      "Genesys Email": "assets/dashboards/genesys_email.json",
+      "Genesys Message": "assets/dashboards/genesys_message.json",
+      "Genesys Callback": "assets/dashboards/genesys_callback.json",
+      "Genesys Chat": "assets/dashboards/genesys_chat.json",
+      "Genesys Voice": "assets/dashboards/genesys_voice.json"
+    },
+    "monitors": {
+      "High number of abandoned outbound conversations detected": "assets/monitors/high_number_of_abandoned_outbound_conversations_detected.json",
+      "High number of errored conversations detected": "assets/monitors/high_number_of_errored_conversations_detected.json",
+      "High number of over SLA conversations detected": "assets/monitors/high_number_of_over_sla_conversations_detected.json",
+      "High number of state transition errors detected": "assets/monitors/high_number_of_state_transition_errors_detected.json"
+    },
+    "logs": {
+      "source": "genesys"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
\ No newline at end of file
diff --git a/genesys/metadata.csv b/genesys/metadata.csv
new file mode 100644
index 0000000000000..55f5a5b48eaac
--- /dev/null
+++ b/genesys/metadata.csv
@@ -0,0 +1,119 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+genesys.conversations.abandoned_conversation_count,count,,,,Count of abandoned conversations,0,genesys,Abandoned Conversations Count,,
+genesys.conversations.abandoned_conversation_time_avg,count,,millisecond,,The average abandoned conversation time,0,genesys,Abandoned Conversation Time Avg,,
+genesys.conversations.abandoned_conversation_time_max,count,,millisecond,,The maximum abandoned conversation time,0,genesys,Abandoned Conversation Time Max,,
+genesys.conversations.abandoned_conversation_time_min,count,,millisecond,,The minimum abandoned conversation time,0,genesys,Abandoned Conversation Time Min,,
+genesys.conversations.abandoned_outbound_conversations_count,count,,,,Count of outbound abandoned conversations,0,genesys,Abandoned Outbound Conversations,,
+genesys.conversations.active_callback_complete_count,count,,,,Count of conversations where an agent spent time on a callback while calls were active,0,genesys,Active Callback Complete Conversations Count,,
+genesys.conversations.active_callback_complete_time_avg,count,,millisecond,,The average time an agent spent on a callback while calls are active,0,genesys,Active Callback Complete Time Avg,,
+genesys.conversations.active_callback_complete_time_max,count,,millisecond,,The maximum time an agent spent on a callback while calls are active,0,genesys,Active Callback Complete Time Max,,
+genesys.conversations.active_callback_complete_time_min,count,,millisecond,,The minimum time an agent spent on a callback while calls are active,0,genesys,Active Callback Complete Time Min,,
+genesys.conversations.acw_count,count,,,,Count of conversations where time was spent on after call work,0,genesys,ACW Conversations Count,,
+genesys.conversations.acw_time_avg,count,,millisecond,,The average time spent after call work,0,genesys,ACW Time Avg,,
+genesys.conversations.acw_time_max,count,,millisecond,,The maximum time spent after call work,0,genesys,ACW Time Max,,
+genesys.conversations.acw_time_min,count,,millisecond,,The minimum time spent after call work,0,genesys,ACW Time Min,,
+genesys.conversations.agent_response_count,count,,,,Count of conversations where the user spent time waiting for a response from the agent,0,genesys,Agent Response Conversations Count,,
+genesys.conversations.agent_response_time_avg,count,,millisecond,,The average time the user spent waiting for a response from the agent,0,genesys,Agent Response Time Avg,,
+genesys.conversations.agent_response_time_max,count,,millisecond,,The maximum time the user spent waiting for a response from the agent,0,genesys,Agent Response Time Max,,
+genesys.conversations.agent_response_time_min,count,,millisecond,,The minimum time the user spent waiting for a response from the agent,0,genesys,Agent Response Time Min,,
+genesys.conversations.alert_count,count,,,,Count of conversations where an agent was alerted,0,genesys,Alerted Conversations Count,,
+genesys.conversations.alert_time_avg,count,,millisecond,,The average time an agent was being alerted,0,genesys,Alert Time Avg,,
+genesys.conversations.alert_time_max,count,,millisecond,,The maximum time an agent was being alerted,0,genesys,Alert Time Max,,
+genesys.conversations.alert_time_min,count,,millisecond,,The minimum time an agent was being alerted,0,genesys,Alert Time Min,,
+genesys.conversations.answered_count,count,,,,Count of interactions waiting to be connected to an agent,0,genesys,Answered Conversations Count,,
+genesys.conversations.answered_time_avg,count,,millisecond,,The average time an interaction waits to be connected to an agent,0,genesys,Answered Time Avg,,
+genesys.conversations.answered_time_max,count,,millisecond,,The maximum time an interaction waits to be connected to an agent,0,genesys,Answered Time Max,,
+genesys.conversations.answered_time_min,count,,millisecond,,The minimum time an interaction waits to be connected to an agent,0,genesys,Answered Time Min,,
+genesys.conversations.attempted_outbound_conversations_count,count,,,,Count of outbound attempted conversations,0,genesys,Attempted Outbound Conversations,,
+genesys.conversations.barged_conversations_count,count,,,,Count of conversations where a supervisor spent time barging in on another agent,0,genesys,Barged Conversations Count,,
+genesys.conversations.barged_conversations_time_avg,count,,millisecond,,The average time a supervisor spent barging in on another agent,0,genesys,Barged Conversations Time Avg,,
+genesys.conversations.barged_conversations_time_max,count,,millisecond,,The maximum time a supervisor spent barging in on another agent,0,genesys,Barged Conversations Time Max,,
+genesys.conversations.barged_conversations_time_min,count,,millisecond,,The minimum time a supervisor spent barging in on another agent,0,genesys,Barged Conversations Time Min,,
+genesys.conversations.blind_transferred_count,count,,,,Count of blind transferred conversations,0,genesys,Blind Transferred,,
+genesys.conversations.bot_interactions_count,count,,,,Count of bot interaction conversations,0,genesys,Bot Interactions,,
+genesys.conversations.coached_conversations_count,count,,,,Count of conversations where a supervisor spent time coaching another agent,0,genesys,Coached Conversations Count,,
+genesys.conversations.coached_conversations_time_avg,count,,millisecond,,The average time a supervisor spent coaching another agent,0,genesys,Coached Conversations Time Avg,,
+genesys.conversations.coached_conversations_time_max,count,,millisecond,,The maximum time a supervisor spent coaching another agent,0,genesys,Coached Conversations Time Max,,
+genesys.conversations.coached_conversations_time_min,count,,millisecond,,The minimum time a supervisor spent coaching another agent,0,genesys,Coached Conversations Time Min,,
+genesys.conversations.connected_conversations_count,count,,,,Count of connected conversations,0,genesys,Connected Conversations,,
+genesys.conversations.connected_outbound_conversations_count,count,,,,Count of outbound connected conversations,0,genesys,Connected Outbound Conversations,,
+genesys.conversations.connected_time_avg,count,,millisecond,,The average time a customer session was connected,0,genesys,Connected Time Avg,,
+genesys.conversations.connected_time_max,count,,millisecond,,The maximum time a customer session was connected,0,genesys,Connected Time Max,,
+genesys.conversations.connected_time_min,count,,millisecond,,The minimum time a customer session was connected,0,genesys,Connected Time Min,,
+genesys.conversations.consult_transferred_conversations_count,count,,,,Count of total conversations that were transferred as part of a consult,0,genesys,Consult Transferred Conversations,,
+genesys.conversations.consulted_conversations_count,count,,,,Count of total conversations where an agent consulted another agent,0,genesys,Consulted Conversations,,
+genesys.conversations.contacting_count,count,,,,Count of conversations where a connection is established with your station on an outbound call,0,genesys,Contacted Conversations Count,,
+genesys.conversations.contacting_time_avg,count,,millisecond,,The average time that it takes to establish a connection with your station on an outbound call,0,genesys,Contacting Time Avg,,
+genesys.conversations.contacting_time_max,count,,millisecond,,The maximum time that it takes to establish a connection with your station on an outbound call,0,genesys,Contacting Time Max,,
+genesys.conversations.contacting_time_min,count,,millisecond,,The minimum time that it takes to establish a connection with your station on an outbound call,0,genesys,Contacting Time Min,,
+genesys.conversations.dialing_count,count,,,,Count of conversations where an agent spent time dialing,0,genesys,Dialed Conversations Count,,
+genesys.conversations.dialing_time_avg,count,,millisecond,,The average time an agent spent dialing,0,genesys,Dialing Time Avg,,
+genesys.conversations.dialing_time_max,count,,millisecond,,The maximum time an agent spent dialing,0,genesys,Dialing Time Max,,
+genesys.conversations.dialing_time_min,count,,millisecond,,The minimum time an agent spent dialing,0,genesys,Dialing Time Min,,
+genesys.conversations.errored_conversations_count,count,,,,Count of total errored conversations,0,genesys,Errored Conversations,,
+genesys.conversations.first_connect_count,count,,,,Count of conversations which are between the start of the callback ACD and the start of the first interact segment on the voice channel,0,genesys,First Connected Conversations Count,,
+genesys.conversations.first_connect_time_avg,count,,millisecond,,The average time between the start of the callback ACD and the start of the first interact segment on the voice channel,0,genesys,First Connect Time Avg,,
+genesys.conversations.first_connect_time_max,count,,millisecond,,The maximum time between the start of the callback ACD and the start of the first interact segment on the voice channel,0,genesys,First Connect Time Max,,
+genesys.conversations.first_connect_time_min,count,,millisecond,,The minimum time between the start of the callback ACD and the start of the first interact segment on the voice channel,0,genesys,First Connect Time Min,,
+genesys.conversations.first_dial_count,count,,,,Count of conversations which are between the start of the callback ACD and the start of the first dialing segment on the voice channel,0,genesys,First Dialed Conversations Count,,
+genesys.conversations.first_dial_time_avg,count,,millisecond,,The average time between the start of the callback ACD and the start of the first dialing segment on the voice channel,0,genesys,First Dial Time Avg,,
+genesys.conversations.first_dial_time_max,count,,millisecond,,The maximum time between the start of the callback ACD and the start of the first dialing segment on the voice channel,0,genesys,First Dial Time Max,,
+genesys.conversations.first_dial_time_min,count,,millisecond,,The minimum time between the start of the callback ACD and the start of the first dialing segment on the voice channel,0,genesys,First Dial Time Min,,
+genesys.conversations.flow_out_count,count,,,,Count of conversations where an interaction was transferred out of a queue (and not answered by an agent),0,genesys,Flowed Out Conversations Count,,
+genesys.conversations.flow_out_time_avg,count,,millisecond,,The average time before an interaction was transferred out of a queue (and not answered by an agent),0,genesys,Flow Out Time Avg,,
+genesys.conversations.flow_out_time_max,count,,millisecond,,The maximum time before an interaction was transferred out of a queue (and not answered by an agent),0,genesys,Flow Out Time Max,,
+genesys.conversations.flow_out_time_min,count,,millisecond,,The minimum time before an interaction was transferred out of a queue (and not answered by an agent),0,genesys,Flow Out Time Min,,
+genesys.conversations.handle_count,count,,,,"Count of conversations where an agent spent time on an interaction, including time spent contacting, dialing, talking, holding, and performing after call work",0,genesys,Handled Conversations Count,,
+genesys.conversations.handle_time_avg,count,,millisecond,,"The average time an agent spends on an interaction, includes time spent contacting, time spent dialing, talk time, hold time, and after call work",0,genesys,Handle Time Avg,,
+genesys.conversations.handle_time_max,count,,millisecond,,"The maximum time an agent spends on an interaction, includes time spent contacting, time spent dialing, talk time, hold time, and after call work",0,genesys,Handle Time Max,,
+genesys.conversations.handle_time_min,count,,millisecond,,"The minimum time an agent spends on an interaction, includes time spent contacting, time spent dialing, talk time, hold time, and after call work",0,genesys,Handle Time Min,,
+genesys.conversations.held_complete_count,count,,,,Count of conversations that were on hold,0,genesys,Held Complete Conversations Count,,
+genesys.conversations.held_complete_time_avg,count,,millisecond,,The average hold time for an interaction,0,genesys,Held Complete Time Avg,,
+genesys.conversations.held_complete_time_max,count,,millisecond,,The maximum hold time for an interaction,0,genesys,Held Complete Time Max,,
+genesys.conversations.held_complete_time_min,count,,millisecond,,The minimum hold time for an interaction,0,genesys,Held Complete Time Min,,
+genesys.conversations.ivr_count,count,,,,Count of conversations where time was spent in IVR,0,genesys,IVR Conversations Count,,
+genesys.conversations.ivr_time_avg,count,,millisecond,,The average time spent in IVR,0,genesys,IVR Time Avg,,
+genesys.conversations.ivr_time_max,count,,millisecond,,The maximum time spent in IVR,0,genesys,IVR Time Max,,
+genesys.conversations.ivr_time_min,count,,millisecond,,The minimum time spent in IVR,0,genesys,IVR Time Min,,
+genesys.conversations.monitoring_complete_count,count,,,,Count of conversations where time was spent monitoring an interaction,0,genesys,Monitoring Complete Conversations Count,,
+genesys.conversations.monitoring_complete_time_avg,count,,millisecond,,The average time spent monitoring an interaction,0,genesys,Monitoring Complete Time Avg,,
+genesys.conversations.monitoring_complete_time_max,count,,millisecond,,The maximum time spent monitoring an interaction,0,genesys,Monitoring Complete Time Max,,
+genesys.conversations.monitoring_complete_time_min,count,,millisecond,,The minimum time spent monitoring an interaction,0,genesys,Monitoring Complete Time Min,,
+genesys.conversations.not_responding_count,count,,,,Count of conversations where an agent was alerted but did not respond to a queue conversation,0,genesys,Not Responded Conversations Count,,
+genesys.conversations.not_responding_time_avg,count,,millisecond,,The average time an agent was being alerted without responding to a queue conversation,0,genesys,Not Responding Time Avg,,
+genesys.conversations.not_responding_time_max,count,,millisecond,,The maximum time an agent was being alerted without responding to a queue conversation,0,genesys,Not Responding Time Max,,
+genesys.conversations.not_responding_time_min,count,,millisecond,,The minimum time an agent was being alerted without responding to a queue conversation,0,genesys,Not Responding Time Min,,
+genesys.conversations.offered_conversations_count,count,,,,Count of total conversations offered to a queue by an Automatic Call Distributor (ACD),0,genesys,Offered Conversations,,
+genesys.conversations.outbound_conversations_count,count,,,,Count of outbound conversations,0,genesys,Outbound Conversations,,
+genesys.conversations.over_sla_count,count,,,,Count of over SLA,0,genesys,Over SLA,,
+genesys.conversations.park_complete_count,count,,,,Count of conversations where an agent parked the conversation,0,genesys,Park Complete Conversations Count,,
+genesys.conversations.park_complete_time_avg,count,,millisecond,,The overall time an agent parked a conversation,0,genesys,Park Complete Time Avg,,
+genesys.conversations.park_complete_time_max,count,,millisecond,,The maximum time an agent parked a conversation,0,genesys,Park Complete Time Max,,
+genesys.conversations.park_complete_time_min,count,,millisecond,,The minimum time an agent parked a conversation,0,genesys,Park Complete Time Min,,
+genesys.conversations.short_abandoned_conversations_count,count,,,,Count of short abandoned conversations,0,genesys,Short Abandoned Conversations,,
+genesys.conversations.short_abandoned_conversations_time_avg,count,,millisecond,,The average time under the short abandon threshold,0,genesys,Short Abandoned Time Avg,,
+genesys.conversations.short_abandoned_conversations_time_max,count,,millisecond,,The maximum time under the short abandon threshold,0,genesys,Short Abandoned Time Max,,
+genesys.conversations.short_abandoned_conversations_time_min,count,,millisecond,,The minimum time under the short abandon threshold,0,genesys,Short Abandoned Time Min,,
+genesys.conversations.state_transition_errors_count,count,,,,Count of state transition errors,0,genesys,State Transition Errors,,
+genesys.conversations.talk_complete_count,count,,,,Count of conversations where the agent talked/interacted,0,genesys,Talk Complete Conversations Count,,
+genesys.conversations.talk_complete_time_avg,count,,millisecond,,Average time an agent spent talking/interacting,0,genesys,Talk Complete Time Avg,,
+genesys.conversations.talk_complete_time_max,count,,millisecond,,The maximum time an agent spent talking/interacting,0,genesys,Talk Complete Time Max,,
+genesys.conversations.talk_complete_time_min,count,,millisecond,,Minimum time an agent spent talking/interacting,0,genesys,Talk Complete Time Min,,
+genesys.conversations.total_callbacks,count,,,,Count of total callback conversations,0,genesys,Total Callbacks,,
+genesys.conversations.total_chats,count,,,,Count of total chat conversations,0,genesys,Total Chats,,
+genesys.conversations.total_emails,count,,,,Count of total email conversations,0,genesys,Total Emails,,
+genesys.conversations.total_messages,count,,,,Count of total message conversations,0,genesys,Total Messages,,
+genesys.conversations.total_transferred_count,count,,,,Count of total transferred conversations,0,genesys,Total Transferred,,
+genesys.conversations.total_voice,count,,,,Count of total voice conversations,0,genesys,Total Voice,,
+genesys.conversations.user_response_count,count,,,,Count of conversations waiting for an end user response,0,genesys,User Response Conversations Count,,
+genesys.conversations.user_response_time_avg,count,,millisecond,,The average time spent waiting for an end user response,0,genesys,User Response Time Avg,,
+genesys.conversations.user_response_time_max,count,,millisecond,,The maximum time spent waiting for an end user response,0,genesys,User Response Time Max,,
+genesys.conversations.user_response_time_min,count,,millisecond,,The minimum time spent waiting for an end user response,0,genesys,User Response Time Min,,
+genesys.conversations.voicemail_count,count,,,,Count of voicemails,0,genesys,Voicemail Conversations Count,,
+genesys.conversations.voicemail_time_avg,count,,millisecond,,The average time spent in voicemail,0,genesys,Voicemail Time Avg,,
+genesys.conversations.voicemail_time_max,count,,millisecond,,The maximum time spent in voicemail,0,genesys,Voicemail Time Max,,
+genesys.conversations.voicemail_time_min,count,,millisecond,,The minimum time spent in voicemail,0,genesys,Voicemail Time Min,,
+genesys.conversations.wait_count,count,,,,"Count of interactions waiting in the queue before being answered, abandoned, or flowing out of the queue",0,genesys,Waited Conversations Count,,
+genesys.conversations.wait_time_avg,count,,millisecond,,"The average time spent waiting in queue before an interaction was answered, abandoned, or flowed out of queue",0,genesys,Wait Time Avg,,
+genesys.conversations.wait_time_max,count,,millisecond,,"The maximum time spent waiting in queue before an interaction was answered, abandoned, or flowed out of queue",0,genesys,Wait Time Max,,
+genesys.conversations.wait_time_min,count,,millisecond,,"The minimum time spent waiting in queue before an interaction was answered, abandoned, or flowed out of queue",0,genesys,Wait Time Min,,
\ No newline at end of file
diff --git a/gitlab/CHANGELOG.md b/gitlab/CHANGELOG.md
index 3423ea1a7155a..6366910d279c0 100644
--- a/gitlab/CHANGELOG.md
+++ b/gitlab/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 8.0.0 / 2024-10-01
+## 9.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 8.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 7.3.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/gitlab/changelog.d/18207.added b/gitlab/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/gitlab/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/gitlab/changelog.d/18580.removed b/gitlab/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/gitlab/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/gitlab/changelog.d/18617.fixed b/gitlab/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/gitlab/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/gitlab/datadog_checks/gitlab/__about__.py b/gitlab/datadog_checks/gitlab/__about__.py
index 9025559f4a9cf..d028d71da95d0 100644
--- a/gitlab/datadog_checks/gitlab/__about__.py
+++ b/gitlab/datadog_checks/gitlab/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '8.0.0'
+__version__ = '9.0.0'
diff --git a/gitlab_runner/CHANGELOG.md b/gitlab_runner/CHANGELOG.md
index bf0fe5bb0d6cc..1bedca43d6a45 100644
--- a/gitlab_runner/CHANGELOG.md
+++ b/gitlab_runner/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/gitlab_runner/changelog.d/18207.added b/gitlab_runner/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/gitlab_runner/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/gitlab_runner/changelog.d/18580.removed b/gitlab_runner/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/gitlab_runner/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/gitlab_runner/changelog.d/18617.fixed b/gitlab_runner/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/gitlab_runner/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/gitlab_runner/datadog_checks/gitlab_runner/__about__.py b/gitlab_runner/datadog_checks/gitlab_runner/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/gitlab_runner/datadog_checks/gitlab_runner/__about__.py
+++ b/gitlab_runner/datadog_checks/gitlab_runner/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/glusterfs/CHANGELOG.md b/glusterfs/CHANGELOG.md
index 80758b89b65a7..84fa435b0bae2 100644
--- a/glusterfs/CHANGELOG.md
+++ b/glusterfs/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.1 / 2024-10-10 / Agent 7.59.0
+
+***Fixed***:
+
+* Fix cmd as a string instead of a list ([#18808](https://github.com/DataDog/integrations-core/pull/18808))
+
+## 3.0.0 / 2024-10-04
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.8.0 / 2024-09-05
 
 ***Added***:
diff --git a/glusterfs/changelog.d/18207.added b/glusterfs/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/glusterfs/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/glusterfs/changelog.d/18580.removed b/glusterfs/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/glusterfs/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/glusterfs/changelog.d/18617.fixed b/glusterfs/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/glusterfs/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/glusterfs/datadog_checks/glusterfs/__about__.py b/glusterfs/datadog_checks/glusterfs/__about__.py
index 9c6b2fb79e5ac..a588b4c4399f7 100644
--- a/glusterfs/datadog_checks/glusterfs/__about__.py
+++ b/glusterfs/datadog_checks/glusterfs/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.1'
diff --git a/glusterfs/datadog_checks/glusterfs/check.py b/glusterfs/datadog_checks/glusterfs/check.py
index 64f84d5fe1dd7..1a333cefd0836 100644
--- a/glusterfs/datadog_checks/glusterfs/check.py
+++ b/glusterfs/datadog_checks/glusterfs/check.py
@@ -55,11 +55,11 @@ def get_gstatus_output(self, cmd):
 
     def check(self, _):
         if self.use_sudo:
-            cmd = [f'sudo -ln {self.gstatus_cmd}']
+            cmd = f'sudo -ln {self.gstatus_cmd}'
             stdout, stderr, returncode = self.get_gstatus_output(cmd)
             if returncode != 0 or not stdout:
                 raise Exception('The dd-agent user does not have sudo access: {!r}'.format(stderr or stdout))
-            gluster_cmd = 'sudo {}'.format(self.gstatus_cmd)
+            gluster_cmd = f'sudo {self.gstatus_cmd}'
         else:
             gluster_cmd = self.gstatus_cmd
         # Ensures units are universally the same by specifying the --units flag
diff --git a/go-metro/README.md b/go-metro/README.md
index 9c545883f3b28..6d20a8a1e4c79 100644
--- a/go-metro/README.md
+++ b/go-metro/README.md
@@ -119,7 +119,7 @@ Need help? Contact [Datadog support][6].
 
 [1]: https://docs.datadoghq.com/agent/kubernetes/integrations/
 [2]: https://github.com/DataDog/go-metro
-[3]: https://github.com/DataDog/integrations-core/blob/master/go-metro/conf.yaml.example
+[3]: https://github.com/DataDog/integrations-core/blob/master/go-metro/datadog_checks/go-metro/data/conf.yaml.example
 [4]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
 [5]: https://github.com/DataDog/integrations-core/blob/master/go-metro/metadata.csv
 [6]: https://docs.datadoghq.com/help/
diff --git a/go_expvar/CHANGELOG.md b/go_expvar/CHANGELOG.md
index 76dd74ec8096f..5011e954beb95 100644
--- a/go_expvar/CHANGELOG.md
+++ b/go_expvar/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/go_expvar/changelog.d/18207.added b/go_expvar/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/go_expvar/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/go_expvar/changelog.d/18580.removed b/go_expvar/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/go_expvar/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/go_expvar/changelog.d/18617.fixed b/go_expvar/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/go_expvar/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/go_expvar/datadog_checks/go_expvar/__about__.py b/go_expvar/datadog_checks/go_expvar/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/go_expvar/datadog_checks/go_expvar/__about__.py
+++ b/go_expvar/datadog_checks/go_expvar/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/godaddy/README.md b/godaddy/README.md
index ba537ede595f4..eb6783f312378 100644
--- a/godaddy/README.md
+++ b/godaddy/README.md
@@ -1,40 +1,39 @@
 # GoDaddy
 
 ## Overview
-GoDaddy is a web hosting and domain registration company that helps individuals and businesses establish their online presence. One of their key offerings is SSL certificate services. GoDaddy provides several types of SSL certificates, including Standard SSL for securing one site, Wildcard SSL for securing multiple subdomains, and advanced solutions for ecommerce sites requiring enhanced security.
+[GoDaddy][5] is a web hosting and domain registration company that helps individuals and businesses establish their online presence. One of their key offerings is SSL certificate services. GoDaddy provides several types of SSL certificates, including Standard SSL for securing one site, Wildcard SSL for securing multiple subdomains, and advanced solutions for ecommerce sites requiring enhanced security.
 
 The GoDaddy integration collects metrics from SSL certificates and their domains, directing them into Datadog for analysis. This integration provides data points such as the total number of certificates, issued certificates, expired certificates, revoked certificates, and domains associated with each certificate. It also includes specific metrics for certificates nearing expiration. All these metrics are accessible through out-of-the-box dashboards and monitors.
 
 ## Setup
 
-### Get API credentials from GoDaddy
+### Generate API credentials in GoDaddy
 
-#### Find your GoDaddy API key and API secret
+1. Navigate to the [GoDaddy Developer Portal][1].
+2. Sign in with your GoDaddy account.
+3. Select "API Keys".
+4. Choose "Create New API Key".
+5. Provide a name for your API.
+6. Select "Production" under Environment.
+7. Click "Next". Your API Key is now created.
+8. Click on "Got It".
 
-- Navigate to the [GoDaddy Developer Portal][1].
-- Sign in with your GoDaddy account.
-- Select "API Keys."
-- Choose "Create New API Key."
-- Provide a name for your API.
-- Select "Production" under Environment.
-- Click "Next." Your API Key is now created.
-- Copy these credentials for the following configuration steps. Ensure they are stored securely and not exposed in public repositories or insecure locations.
-- After storing your API Key and Secret, click on "Got It."
+### Find your GoDaddy customer number
 
-#### Find your GoDaddy customer number
+1. Go to your GoDaddy [Login & PIN page][2]. You might be prompted to sign in.
+2. Under **Login Info**, find your **Customer number** (also known as your **shopper ID**).
 
-- Go to your GoDaddy [Login & PIN page][2]. You might be prompted to sign in.
-Under **Login Info**, find your **Customer number** (also known as your **shopper ID**).
+### Connect your GoDaddy Account to Datadog
 
-### GoDaddy Datadog Integration Configuration
+1. Add your API key, secret key and customer number
 
-Configure the Datadog endpoint to forward GoDaddy metrics to Datadog.
+| Parameters                               | Description                                                  |
+| ---------------------------------------- | ------------------------------------------------------------ |
+| GoDaddy API key                          | The API Key of your GoDaddy Account                          |
+| GoDaddy secret key                       | The API Secret of your GoDaddy Account                       |
+| GoDaddy customer number (or shopper ID)  | The customer number(shopper ID) of your GoDaddy Account      |
 
-1. Navigate to `GoDaddy`.
-2. Add your GoDaddy credentials.
-   - GoDaddy API key
-   - GoDaddy secret key
-   - GoDaddy customer number (or shopper ID)
+2. Click the Save button to save your settings.
 
 ## Data Collected
 
@@ -44,7 +43,9 @@ The GoDaddy integration does not include any logs.
 
 ### Metrics
 
-The GoDaddy integration collects and forwards Certificates and their Domains metrics to Datadog. See [metadata.csv][5] for a list of metrics provided by this integration.
+The GoDaddy integration collects and forwards Certificates and their Domains metrics to Datadog.
+
+{{< get-metrics-from-git "godaddy" >}}
 
 ### Events
 
@@ -58,4 +59,4 @@ For further assistance, contact [Datadog Support][4].
 [2]: https://sso.godaddy.com/security
 [3]: https://developer.godaddy.com/doc/
 [4]: https://docs.datadoghq.com/help/
-[5]: https://github.com/DataDog/integrations-core/blob/master/godaddy/metadata.csv
+[5]: https://www.godaddy.com/en-in
\ No newline at end of file
diff --git a/godaddy/assets/dashboards/godaddy_overview.json b/godaddy/assets/dashboards/godaddy_overview.json
index 1dd6f7de92443..c4e02a5a530e2 100644
--- a/godaddy/assets/dashboards/godaddy_overview.json
+++ b/godaddy/assets/dashboards/godaddy_overview.json
@@ -469,7 +469,7 @@
                 {
                   "formulas": [
                     {
-                      "alias": "Cancelled Certificates",
+                      "alias": "Canceled Certificates",
                       "formula": "query2"
                     },
                     {
@@ -485,7 +485,7 @@
                       "formula": "query5"
                     },
                     {
-                      "alias": "Pending Issued Certificates",
+                      "alias": "Pending Issuance Certificates",
                       "formula": "query6"
                     },
                     {
diff --git a/godaddy/assets/monitors/godaddy_certificate_denied.json b/godaddy/assets/monitors/godaddy_certificate_denied.json
index be3140de27bc3..7d4e14d8c9b17 100644
--- a/godaddy/assets/monitors/godaddy_certificate_denied.json
+++ b/godaddy/assets/monitors/godaddy_certificate_denied.json
@@ -21,7 +21,7 @@
 			"notify_audit": false,
 			"include_tags": true,
 			"notify_no_data": false,
-			"new_host_delay": 300,
+			"new_group_delay": 0,
 			"silenced": {}
 		},
 		"priority": null,
diff --git a/godaddy/assets/monitors/godaddy_certificate_expired.json b/godaddy/assets/monitors/godaddy_certificate_expired.json
index eff9b43bb15e9..af793f6aadb6e 100644
--- a/godaddy/assets/monitors/godaddy_certificate_expired.json
+++ b/godaddy/assets/monitors/godaddy_certificate_expired.json
@@ -21,7 +21,7 @@
 			"notify_audit": false,
 			"include_tags": true,
 			"notify_no_data": false,
-			"new_host_delay": 300,
+			"new_group_delay": 0,
 			"silenced": {}
 		},
 		"priority": null,
diff --git a/godaddy/assets/monitors/godaddy_certificate_in_an_error_state.json b/godaddy/assets/monitors/godaddy_certificate_in_an_error_state.json
index 627b8b0462681..00d4834c09747 100644
--- a/godaddy/assets/monitors/godaddy_certificate_in_an_error_state.json
+++ b/godaddy/assets/monitors/godaddy_certificate_in_an_error_state.json
@@ -21,7 +21,7 @@
 			"notify_audit": false,
 			"include_tags": true,
 			"notify_no_data": false,
-			"new_host_delay": 300,
+			"new_group_delay": 0,
 			"silenced": {}
 		},
 		"priority": null,
diff --git a/godaddy/assets/monitors/godaddy_certificate_revoked.json b/godaddy/assets/monitors/godaddy_certificate_revoked.json
index 3aa47c52a527a..022276407794b 100644
--- a/godaddy/assets/monitors/godaddy_certificate_revoked.json
+++ b/godaddy/assets/monitors/godaddy_certificate_revoked.json
@@ -21,7 +21,7 @@
 			"notify_audit": false,
 			"include_tags": true,
 			"notify_no_data": false,
-			"new_host_delay": 300,
+			"new_group_delay": 0,
 			"silenced": {}
 		},
 		"priority": null,
diff --git a/godaddy/assets/monitors/godaddy_days_remaining_for_expiration_of_certificate.json b/godaddy/assets/monitors/godaddy_days_remaining_for_expiration_of_certificate.json
index 0038cdb29469d..a9b2a96b22d09 100644
--- a/godaddy/assets/monitors/godaddy_days_remaining_for_expiration_of_certificate.json
+++ b/godaddy/assets/monitors/godaddy_days_remaining_for_expiration_of_certificate.json
@@ -21,7 +21,7 @@
 			"notify_audit": false,
 			"include_tags": true,
 			"notify_no_data": false,
-			"new_group_delay": 300,
+			"new_group_delay": 0,
 			"silenced": {}
 		},
 		"priority": null,
diff --git a/godaddy/assets/monitors/godaddy_domain_fraud_detected.json b/godaddy/assets/monitors/godaddy_domain_fraud_detected.json
index c537232e003fe..50dff15a4fa16 100644
--- a/godaddy/assets/monitors/godaddy_domain_fraud_detected.json
+++ b/godaddy/assets/monitors/godaddy_domain_fraud_detected.json
@@ -20,7 +20,7 @@
 			},
 			"notify_audit": false,
 			"include_tags": true,
-			"new_group_delay": 60,
+			"new_group_delay": 0,
 			"notify_no_data": false,
 			"silenced": {}
 		},
diff --git a/godaddy/assets/monitors/godaddy_domain_verification_failed.json b/godaddy/assets/monitors/godaddy_domain_verification_failed.json
index 246cde50d645f..bdabe22545ea5 100644
--- a/godaddy/assets/monitors/godaddy_domain_verification_failed.json
+++ b/godaddy/assets/monitors/godaddy_domain_verification_failed.json
@@ -20,7 +20,7 @@
 			},
 			"notify_audit": false,
 			"include_tags": true,
-			"new_group_delay": 60,
+			"new_group_delay": 0,
 			"notify_no_data": false,
 			"silenced": {}
 		},
diff --git a/godaddy/manifest.json b/godaddy/manifest.json
index b44480a339206..fdab35a8b219f 100644
--- a/godaddy/manifest.json
+++ b/godaddy/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "6e01b4b9-7604-4628-9203-c1f042f941aa",
   "app_id": "godaddy",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/gunicorn/CHANGELOG.md b/gunicorn/CHANGELOG.md
index 185fdedbbeae8..833104b7f47f3 100644
--- a/gunicorn/CHANGELOG.md
+++ b/gunicorn/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 2.8.0 / 2024-09-05
diff --git a/gunicorn/changelog.d/18207.added b/gunicorn/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/gunicorn/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/gunicorn/changelog.d/18580.removed b/gunicorn/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/gunicorn/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/gunicorn/changelog.d/18617.fixed b/gunicorn/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/gunicorn/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/gunicorn/datadog_checks/gunicorn/__about__.py b/gunicorn/datadog_checks/gunicorn/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/gunicorn/datadog_checks/gunicorn/__about__.py
+++ b/gunicorn/datadog_checks/gunicorn/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/haproxy/CHANGELOG.md b/haproxy/CHANGELOG.md
index 1a4fe82dd7246..1577c73c09b3e 100644
--- a/haproxy/CHANGELOG.md
+++ b/haproxy/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/haproxy/changelog.d/18207.added b/haproxy/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/haproxy/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/haproxy/changelog.d/18580.removed b/haproxy/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/haproxy/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/haproxy/changelog.d/18617.fixed b/haproxy/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/haproxy/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/haproxy/datadog_checks/haproxy/__about__.py b/haproxy/datadog_checks/haproxy/__about__.py
index 91262416e46c9..18882fdf3298a 100644
--- a/haproxy/datadog_checks/haproxy/__about__.py
+++ b/haproxy/datadog_checks/haproxy/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "6.0.0"
+__version__ = "7.0.0"
diff --git a/harbor/CHANGELOG.md b/harbor/CHANGELOG.md
index be90f6a3b4001..9a0545ee646bf 100644
--- a/harbor/CHANGELOG.md
+++ b/harbor/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.2 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/harbor/changelog.d/18207.added b/harbor/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/harbor/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/harbor/changelog.d/18580.removed b/harbor/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/harbor/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/harbor/changelog.d/18617.fixed b/harbor/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/harbor/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/harbor/datadog_checks/harbor/__about__.py b/harbor/datadog_checks/harbor/__about__.py
index 78967d676d1af..59ccab2a77ff8 100644
--- a/harbor/datadog_checks/harbor/__about__.py
+++ b/harbor/datadog_checks/harbor/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/hazelcast/CHANGELOG.md b/hazelcast/CHANGELOG.md
index c9561c348a10f..dff74deef6f98 100644
--- a/hazelcast/CHANGELOG.md
+++ b/hazelcast/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.1.0 / 2024-09-06
 
 ***Added***:
diff --git a/hazelcast/changelog.d/18207.added b/hazelcast/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hazelcast/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hazelcast/changelog.d/18580.removed b/hazelcast/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/hazelcast/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/hazelcast/changelog.d/18617.fixed b/hazelcast/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hazelcast/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hazelcast/datadog_checks/hazelcast/__about__.py b/hazelcast/datadog_checks/hazelcast/__about__.py
index 1fda5ed1ca206..ebf0b902cce6b 100644
--- a/hazelcast/datadog_checks/hazelcast/__about__.py
+++ b/hazelcast/datadog_checks/hazelcast/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/hdfs_datanode/CHANGELOG.md b/hdfs_datanode/CHANGELOG.md
index cf42a86ac479c..068f38546f4fa 100644
--- a/hdfs_datanode/CHANGELOG.md
+++ b/hdfs_datanode/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/hdfs_datanode/changelog.d/18207.added b/hdfs_datanode/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hdfs_datanode/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hdfs_datanode/changelog.d/18580.removed b/hdfs_datanode/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/hdfs_datanode/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/hdfs_datanode/changelog.d/18617.fixed b/hdfs_datanode/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hdfs_datanode/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hdfs_datanode/datadog_checks/hdfs_datanode/__about__.py b/hdfs_datanode/datadog_checks/hdfs_datanode/__about__.py
index be76f78423b5e..226921537e53d 100644
--- a/hdfs_datanode/datadog_checks/hdfs_datanode/__about__.py
+++ b/hdfs_datanode/datadog_checks/hdfs_datanode/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/hdfs_namenode/CHANGELOG.md b/hdfs_namenode/CHANGELOG.md
index 03824a7ee204e..0cdea872d5c34 100644
--- a/hdfs_namenode/CHANGELOG.md
+++ b/hdfs_namenode/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/hdfs_namenode/changelog.d/18207.added b/hdfs_namenode/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hdfs_namenode/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hdfs_namenode/changelog.d/18580.removed b/hdfs_namenode/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/hdfs_namenode/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/hdfs_namenode/changelog.d/18617.fixed b/hdfs_namenode/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hdfs_namenode/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hdfs_namenode/datadog_checks/hdfs_namenode/__about__.py b/hdfs_namenode/datadog_checks/hdfs_namenode/__about__.py
index be76f78423b5e..226921537e53d 100644
--- a/hdfs_namenode/datadog_checks/hdfs_namenode/__about__.py
+++ b/hdfs_namenode/datadog_checks/hdfs_namenode/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/helm/README.md b/helm/README.md
index 59dc136f9af33..b82586d311c2a 100644
--- a/helm/README.md
+++ b/helm/README.md
@@ -41,7 +41,7 @@ spec:
 ```
 
 <!-- xxz tab xxx -->
-<!-- xxx tab "Operator (< v1.5.0)" xxx -->
+<!-- xxx tab "Operator (below v1.5.0)" xxx -->
 
 This is a cluster check. You can enable this check by providing a configuration file `helm.yaml` to the cluster Agent in your `DatadogAgent` deployment configuration.
 
diff --git a/hive/CHANGELOG.md b/hive/CHANGELOG.md
index ea353012f8299..6be6028c43f16 100644
--- a/hive/CHANGELOG.md
+++ b/hive/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.10.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/hive/changelog.d/18207.added b/hive/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hive/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hive/changelog.d/18617.fixed b/hive/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hive/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hive/datadog_checks/hive/__about__.py b/hive/datadog_checks/hive/__about__.py
index b33fa8cee4d9d..f015eb2c71d05 100644
--- a/hive/datadog_checks/hive/__about__.py
+++ b/hive/datadog_checks/hive/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/hivemq/CHANGELOG.md b/hivemq/CHANGELOG.md
index ce96c49652938..f1c175bf859d2 100644
--- a/hivemq/CHANGELOG.md
+++ b/hivemq/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.8.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/hivemq/changelog.d/18207.added b/hivemq/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hivemq/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hivemq/changelog.d/18617.fixed b/hivemq/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hivemq/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hivemq/datadog_checks/hivemq/__about__.py b/hivemq/datadog_checks/hivemq/__about__.py
index 9c6b2fb79e5ac..940e4dbbcd5ee 100644
--- a/hivemq/datadog_checks/hivemq/__about__.py
+++ b/hivemq/datadog_checks/hivemq/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/http_check/CHANGELOG.md b/http_check/CHANGELOG.md
index 03cc92a52b062..6498ce6df9254 100644
--- a/http_check/CHANGELOG.md
+++ b/http_check/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 10.0.0 / 2024-10-01
+## 11.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 10.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ***Security***:
 
 * Bump version of cryptography to 43.0.1 to address vulnerability ([#18656](https://github.com/DataDog/integrations-core/pull/18656))
@@ -22,7 +36,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 9.7.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/http_check/changelog.d/18207.added b/http_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/http_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/http_check/changelog.d/18580.removed b/http_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/http_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/http_check/changelog.d/18617.fixed b/http_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/http_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/http_check/datadog_checks/http_check/__about__.py b/http_check/datadog_checks/http_check/__about__.py
index b29ff41307630..bfaf57bdf3bf6 100644
--- a/http_check/datadog_checks/http_check/__about__.py
+++ b/http_check/datadog_checks/http_check/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "10.0.0"
+__version__ = "11.0.0"
diff --git a/hubspot_content_hub/CHANGELOG.md b/hubspot_content_hub/CHANGELOG.md
new file mode 100644
index 0000000000000..1a4485d10a1c2
--- /dev/null
+++ b/hubspot_content_hub/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - hubspot_content_hub
+
+## 1.0.0 / 2024-09-03
+
+***Added***:
+
+* Initial Release
diff --git a/hubspot_content_hub/README.md b/hubspot_content_hub/README.md
new file mode 100644
index 0000000000000..feb80d9f4712c
--- /dev/null
+++ b/hubspot_content_hub/README.md
@@ -0,0 +1,62 @@
+# HubSpot Content Hub
+
+## Overview
+
+[HubSpot Content Hub][1] is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.
+
+The HubSpot Content Hub integration collects Activity Logs (audit, login, security) and Analytics Metrics (breakdown categories, content types), sending them to Datadog for detailed analysis. The logs are parsed and enriched for efficient searching, while the metrics provide insights into content performance.
+
+The integration includes dashboards that show and analyze both Activity Logs and Analytics Metrics, making it easier to monitor and understand trends and issues.
+
+
+## Setup
+
+### Generate API credentials in HubSpot Content Hub
+
+1. Log in to [HubSpot Content Hub][2] 
+2. Navigate to **Settings > Integrations > Private Apps**.
+3. Click **Create private app**, and then enter the required information.
+4. In the **Scopes** tab, click on **+Add New Scope**.
+5. Select the checkboxes for the following scopes and click on **Update**:
+   - **account-info.security.read**
+   - **business-intelligence**
+   - **content**
+6. Click on **Create app**.
+7. Review the details in the dialog box and click **Continue creating**.
+8. In the success popup, click **Show Token**.
+
+### Connect your HubSpot Content Hub Account to Datadog
+
+1. Add your Access Token
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Access Token|Access token for your HubSpot private app.|
+2. Click the Save button to save your settings.
+
+## Data Collected
+
+### Logs 
+
+The HubSpot Content Hub integration collects and forwards Activity logs to Datadog.
+
+### Metrics
+
+The HubSpot Content Hub integration collects and forwards Analytics metrics to Datadog.
+
+{{< get-metrics-from-git "hubspot-content-hub" >}}
+
+### Service Checks
+
+The HubSpot Content Hub integration does not include any service checks.
+
+### Events
+
+The HubSpot Content Hub integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][3].
+
+[1]: https://www.hubspot.com/products/content
+[2]: https://app.hubspot.com/login
+[3]: https://docs.datadoghq.com/help/
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_audit_activity.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_audit_activity.json
new file mode 100644
index 0000000000000..9f4a7bd9f4112
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_audit_activity.json
@@ -0,0 +1,574 @@
+{
+    "title": "HubSpot Content Hub - Audit Activity",
+    "description": "",
+    "widgets": [
+        {
+            "id": 7442936629164312,
+            "definition": {
+                "type": "image",
+                "url": 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+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Audit Activity** Dashboard provides a comprehensive view of all user actions within your account, offering an account-level overview of activities categorized by action, category, subcategory, and other relevant details.\n\n**Tips:**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
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+                                    "aggregation": "count"
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+                                "group_by": [],
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+                                "storage": "hot"
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+                "legend_columns": [
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+                "type": "treemap",
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+                "type": "toplist",
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+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 3375,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "#",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 6,
+                "y": 4,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 7794814180567368,
+            "definition": {
+                "title": "Audit Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:hubspot-content-hub service:audit $category $sub_category $action $user_email",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "category",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "subCategory",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "action",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "usr.email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "category",
+            "prefix": "@category",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "sub_category",
+            "prefix": "@subCategory",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "action",
+            "prefix": "@action",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "user_email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_content_analytics.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_content_analytics.json
new file mode 100644
index 0000000000000..dbb3ab696a2d5
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_content_analytics.json
@@ -0,0 +1,2032 @@
+{
+    "title": "HubSpot Content Hub - Content Analytics",
+    "description": "",
+    "widgets": [
+        {
+            "id": 6516301669245764,
+            "definition": {
+                "type": "image",
+                "url": "data:image/svg+xml;base64,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",
+                "url_dark_theme": "",
+                "sizing": "contain",
+                "margin": "lg",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 2426927077757646,
+            "definition": {
+                "title": "Content Monitors Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:hubspot-content-hub",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 4824735510772800,
+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Content Analytics** Dashboard provides a comprehensive view of essential metrics, including entrances, exits, page views, bounce rates, and time spent on pages. It delivers an in-depth analysis of content engagement and performance trends, enabling you to refine your content strategy and enhance overall results.\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 4293739895159934,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the most recent metric values captured for available content.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 4518842408818578,
+            "definition": {
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "title": "Overall Contents by Type",
+                "type": "treemap",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.content.count{$content_type} by {content_type}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 3,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 6499587737474680,
+            "definition": {
+                "title": "Total Content Available",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4,
+                    "hide_incomplete_cost_data": true
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.content.count{$content_type}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 8367647415123110,
+            "definition": {
+                "title": "Overview of Contents by Type",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.content.count{$content_type} by {content_type}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "datadog16",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 4,
+                "y": 7,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 7333670871433658,
+            "definition": {
+                "title": "Page Analytics",
+                "background_color": "gray",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3984964173854668,
+                        "definition": {
+                            "type": "note",
+                            "content": "The Page Analytics group includes widgets that display page view time, bounce counts, and bounce rates for your HubSpot content.\n\n- Page Time: The total time spent on the content page by visitors.\n- Page Bounces: The number of visitors who leave the page after viewing it without further interaction.\n- Page Bounce Rate: The percentage of visitors who navigate away from the content after viewing only this page.",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "75%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1560036211670648,
+                        "definition": {
+                            "title": "Average Page Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.content.page_time{$content_type,$content_id,$content_title}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "second"
+                                                }
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+                                "query": "sum:hubspot.content_hub.content.standard_views{$content_type,$content_id,$content_title} by {content_type,content_id,content_title}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query11",
+                                "query": "avg:hubspot.content_hub.content.time_per_pageview{$content_type,$content_id,$content_title} by {content_type,content_id,content_title}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query5",
+                                "query": "avg:hubspot.content_hub.content.page_bounce_rate{$content_type,$content_id,$content_title} by {content_type,content_id,content_title}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Entrances",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Exits",
+                                "formula": "query2"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Exits per Page View",
+                                "formula": "query3"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "New Visitor Raw Views",
+                                "formula": "query4"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Page Bounces",
+                                "formula": "query6"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Page Time",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "second"
+                                    }
+                                },
+                                "formula": "query7"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Raw Views",
+                                "formula": "query9"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Standard Views",
+                                "formula": "query10"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Time per Page View",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "second"
+                                    }
+                                },
+                                "formula": "query11"
+                            },
+                            {
+                                "alias": "Page Bounce Rate",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query5 * 100"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "content_type",
+            "prefix": "content_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "content_id",
+            "prefix": "content_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "content_title",
+            "prefix": "content_title",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_geolocation_analytics.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_geolocation_analytics.json
new file mode 100644
index 0000000000000..30867b92a8593
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_geolocation_analytics.json
@@ -0,0 +1,2165 @@
+{
+    "title": "HubSpot Content Hub - Geolocation Analytics",
+    "description": "",
+    "widgets": [
+        {
+            "id": 36975770832266,
+            "definition": {
+                "type": "image",
+                "url": "data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4KPCEtLSBHZW5lcmF0b3I6IEFkb2JlIElsbHVzdHJhdG9yIDI2LjMuMSwgU1ZHIEV4cG9ydCBQbHVnLUluIC4gU1ZHIFZlcnNpb246IDYuMDAgQnVpbGQgMCkgIC0tPgo8c3ZnIHZlcnNpb249IjEuMSIgaWQ9IkxheWVyXzEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgeG1sbnM6eGxpbms9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkveGxpbmsiIHg9IjBweCIgeT0iMHB4IgoJIHZpZXdCb3g9IjAgMCAzMzguNjU5NjEgOTYiIGVuYWJsZS1iYWNrZ3JvdW5kPSJuZXcgMCAwIDMzOC42NTk2MSA5NiIgeG1sOnNwYWNlPSJwcmVzZXJ2ZSI+CjxnPgoJPHBvbHlnb24gZmlsbD0iIzIxMzM0MyIgcG9pbnRzPSIzNi42NzcyNSw1NC4zMzIxOSAxMS44MDkxOCw1NC4zMzIxOSAxMS44MDkxOCw4MC41Mjg1OSAwLDgwLjUyODU5IDAsMTUuODkwODMgMTEuODA5MTgsMTUuODkwODMgCgkJMTEuODA5MTgsNDIuOTcxMDMgMzYuNjc3MjUsNDIuOTcxMDMgMzYuNjc3MjUsMTUuODkwODMgNDguNDgzNzgsMTUuODkwODMgNDguNDgzNzgsODAuNTI4NTkgMzYuNjc3MjUsODAuNTI4NTkgCSIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTg2LjI2OTM2LDU5LjYzNjM0YzAsNS4zODM0NC00LjM4NTMxLDkuNzYzNzUtOS43Njc1NSw5Ljc2Mzc1Yy01LjM4MzY4LDAtOS43NjYxNi00LjM4MDMxLTkuNzY2MTYtOS43NjM3NQoJCXYtMjcuNjg0OUg1NS41NTMzOXYyNy42ODQ5YzAsMTEuNTUwMjUsOS4zOTc2NCwyMC45NDU1OCwyMC45NDg0MiwyMC45NDU1OGMxMS41NDg0MiwwLDIwLjk0NjA1LTkuMzk1MzMsMjAuOTQ2MDUtMjAuOTQ1NTgKCQl2LTI3LjY4NDloLTExLjE3ODVWNTkuNjM2MzR6Ii8+Cgk8cGF0aCBmaWxsPSIjMjEzMzQzIiBkPSJNMTY5LjI0NTU2LDM0LjgwMTljMC01LjY3NjIxLDMuNzU2OTktNy40NzYxNSw3Ljg3MDI1LTcuNDc2MTVjMy4zMTIwMSwwLDcuNjk0NzIsMi41MjA2OSwxMC41NTQyNCw1LjU4MzYxCgkJbDcuMzMzMjUtOC42NDQ0Yy0zLjY2NDUxLTQuOTUxMi0xMS4wODc5MS04LjM3NDEzLTE3LjE3MDc1LTguMzc0MTNjLTEyLjE2NzMxLDAtMjAuOTMzODUsNy4xMTQyNC0yMC45MzM4NSwxOC45MTEwNgoJCWMwLDIxLjg4MDQ2LDI2Ljc0ODIsMTQuOTQ0NzksMjYuNzQ4MiwyNy4xOTQwNGMwLDMuNzc3NTMtMy42NjYzOCw3LjExMjM2LTcuODY5MzQsNy4xMTIzNgoJCWMtNi42MjE3LDAtOC43Njk2MS0zLjI0MTc0LTExLjgwOTg2LTYuNjY0bC04LjE0MTgyLDguNDYyNzJjNS4xOTEyMiw2LjM5MzczLDExLjYzMDA4LDkuNjM3MzYsMTkuMzIzNjUsOS42MzczNgoJCWMxMS41Mzk0OSwwLDIwLjg0MzI1LTcuMjA0MDUsMjAuODQzMjUtMTguNDYxNDlDMTk1Ljk5MjgsMzcuNzcxNDgsMTY5LjI0NTU2LDQ1LjMzNjI3LDE2OS4yNDU1NiwzNC44MDE5eiIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTMzNC43MjA0OSw3MC4yMDI3OGMtNi42MTY5NywwLTguNDk1MDYtMi44NjA5Ni04LjQ5NTA2LTcuMjQ1OThWNDMuNTQ2NThoMTAuMjg0ODJ2LTkuODM4OTJoLTEwLjI4NDgyCgkJVjIwLjczNTE1bC0xMS4zNTc3OSw1LjA5ODI2djM5LjUzOTMxYzAsMTAuMTA5Myw2Ljk3NDY0LDE1LjIwOTIsMTYuNTQyNjYsMTUuMjA5MmMxLjQzMTIxLDAsMy40MDEyMS0wLjA5MjQ4LDQuNDc1NjgtMC4zNTc2NgoJCWwyLjc3MzYyLTEwLjE5NzA2QzMzNy40MDc3NSw3MC4xMTM1NywzMzUuOTc3MDIsNzAuMjAyNzgsMzM0LjcyMDQ5LDcwLjIwMjc4eiIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTEyOC44OTMyMywzMi4yNzUzM2MtNS41NDY3MywwLTkuNDE4MjksMS42MTAwMi0xMy4xNTczNiw1LjI4MDAzVjE2LjI3Njg1aC0xMS4yMTgwOXYzOS40MzU0NgoJCWMwLDE0Ljc2MDQsMTAuNjcxNjEsMjQuODY5NjMsMjIuNjYyMzYsMjQuODY5NjNjMTMuMzI5MDYsMCwyNS4wMDc3Ny0xMC4yODg5OSwyNS4wMDc3Ny0yNC4xNTIzMgoJCUMxNTIuMTg3OTEsNDIuNzQxOTEsMTQxLjQxODY5LDMyLjI3NTMzLDEyOC44OTMyMywzMi4yNzUzM3ogTTEyOC44MjM1LDY5LjI5MTczYy03LjAyNzU0LDAtMTIuNzIzNzQtNS42OTY0Mi0xMi43MjM3NC0xMi43MjM1MwoJCWMwLTcuMDI2ODksNS42OTYyLTEyLjcyMzUzLDEyLjcyMzc0LTEyLjcyMzUzYzcuMDI2NjcsMCwxMi43MjMzMSw1LjY5NjY0LDEyLjcyMzMxLDEyLjcyMzUzCgkJQzE0MS41NDY4MSw2My41OTUzLDEzNS44NTAxNyw2OS4yOTE3MywxMjguODIzNSw2OS4yOTE3M3oiLz4KCTxwYXRoIGZpbGw9IiMyMTMzNDMiIGQ9Ik0yNTAuNjgzNDYsNTUuODQ3MjRjMC0xMy44NjMzMy0xMS42Nzg3My0yNC4xNTIzMi0yNS4wMDc3OC0yNC4xNTIzMgoJCWMtMTEuOTkwNzUsMC0yMi42NjIzNSwxMC4xMDkyMi0yMi42NjIzNSwyNC44Njk2M1Y5NmgxMS4yMTgwOVY3NC43MjE0OWMzLjczOTA2LDMuNjcwMDEsNy42MTA2Myw1LjI4MDAzLDEzLjE1NzM1LDUuMjgwMDMKCQlDMjM5LjkxNDIyLDgwLjAwMTUyLDI1MC42ODM0Niw2OS41MzQ5NCwyNTAuNjgzNDYsNTUuODQ3MjR6IE0yNDAuMDQyMzQsNTUuNzA4NjVjMCw3LjAyNjg5LTUuNjk2NjQsMTIuNzIzNTMtMTIuNzIzMzEsMTIuNzIzNTMKCQljLTcuMDI3NTQsMC0xMi43MjM3NC01LjY5NjY0LTEyLjcyMzc0LTEyLjcyMzUzYzAtNy4wMjcxLDUuNjk2Mi0xMi43MjM1MywxMi43MjM3NC0xMi43MjM1MwoJCUMyMzQuMzQ1Nyw0Mi45ODUxMywyNDAuMDQyMzQsNDguNjgxNTUsMjQwLjA0MjM0LDU1LjcwODY1eiIvPgoJPHBhdGggZmlsbD0iI0ZGNUMzNSIgZD0iTTI4Ni45MzI0NiwzMS4xNTE1NFYxOS44ODMxMmMyLjk0MTE2LTEuMzg5NTEsNS4wMDIwMS00LjM2NTA4LDUuMDAyMDEtNy44MTg1di0wLjI2MDM4CgkJYzAtNC43NjU1Ny0zLjg5OTQ0LTguNjY0OC04LjY2NDgzLTguNjY0OGgtMC4yNjAxNmMtNC43NjU3OCwwLTguNjY1MjIsMy44OTkyMy04LjY2NTIyLDguNjY0OHYwLjI2MDM4CgkJYzAsMy40NTM0MSwyLjA2MTI4LDYuNDI5NDIsNS4wMDI0MSw3LjgxODcydjExLjI2ODQyYy00LjM3OTI0LDAuNjc2NTYtOC4zODA2NSwyLjQ4MjY5LTExLjY4MjE5LDUuMTQwNzlsLTMwLjkzODg3LTI0LjA2NzU2CgkJYzAuMjAzNTEtMC43ODM3NywwLjM0NjQ1LTEuNTkxMjksMC4zNDczMi0yLjQzODY4YzAuMDA2OTctNS4zOTc5MS00LjM2MzEzLTkuNzc5MzMtOS43NjEyNS05Ljc4NjMxCgkJYy01LjM5ODEzLTAuMDA2NzUtOS43Nzk1Niw0LjM2MzU2LTkuNzg2NTMsOS43NjE0N2MtMC4wMDY1Myw1LjM5NzkxLDQuMzYzNTYsOS43NzkzMyw5Ljc2MTY5LDkuNzg2MDkKCQljMS43NTkyOCwwLjAwMjE4LDMuMzg3MzktMC40OTc0NSw0LjgxNDYxLTEuMzA5MTFsMzAuNDM0NjUsMjMuNjc1NzljLTIuNTg4NTksMy45MDY4NS00LjEwNDI1LDguNTg2OC00LjEwNDI1LDEzLjYyNDUyCgkJYzAsNS4yNzQ1OCwxLjY2NjAyLDEwLjE1MjgxLDQuNDgyMDksMTQuMTY1NzdsLTkuMjU1NzQsOS4yNTU3NGMtMC43MzE2OS0wLjIxOTQyLTEuNDkxMjctMC4zNzMwNC0yLjI5NDg2LTAuMzczMDQKCQljLTQuNDM1NDcsMC04LjAzMTYsMy41OTU5Mi04LjAzMTYsOC4wMzE2czMuNTk2MTMsOC4wMzE2LDguMDMxNiw4LjAzMTZjNC40MzU5LDAsOC4wMzE1OS0zLjU5NTkyLDguMDMxNTktOC4wMzE2CgkJYzAtMC44MDMxNi0wLjE1MzM4LTEuNTYyOTYtMC4zNzMwMi0yLjI5NDY1bDkuMTU1NDktOS4xNTUyOGM0LjE1NTcsMy4xNzI1NSw5LjMzMDY5LDUuMDc4MDMsMTQuOTYyODMsNS4wNzgwMwoJCWMxMy42NDU0NSwwLDI0LjcwNzUyLTExLjA2MjI5LDI0LjcwNzUyLTI0LjcwODE3QzMwNy44NDc3NSw0My4xODU4NywyOTguNzcyODYsMzIuOTgwMzMsMjg2LjkzMjQ2LDMxLjE1MTU0eiBNMjgzLjE0MDIzLDY4LjIwNjI4CgkJYy02Ljk5NjE1LDAtMTIuNjY4NC01LjY3MTM3LTEyLjY2ODQtMTIuNjY3NTNjMC02Ljk5NTk0LDUuNjcyMjQtMTIuNjY3NTMsMTIuNjY4NC0xMi42Njc1MwoJCWM2Ljk5NTMsMCwxMi42Njc1NCw1LjY3MTU4LDEyLjY2NzU0LDEyLjY2NzUzQzI5NS44MDc3Nyw2Mi41MzQ5MiwyOTAuMTM1NTMsNjguMjA2MjgsMjgzLjE0MDIzLDY4LjIwNjI4eiIvPgo8L2c+Cjwvc3ZnPgo=",
+                "url_dark_theme": "",
+                "sizing": "contain",
+                "margin": "lg",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 6693616382254052,
+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Geolocation Analytics** Dashboard offers insights into user engagement by analyzing sessions, bounces, and views based on geographical data. It provides a comprehensive overview of user interactions by location, enabling effective targeting and optimization of your content strategy.\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 1820005688668668,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the most recent metric values captured based on location.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 6558929405760580,
+            "definition": {
+                "title": "Total Geolocations",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.count{breakdown_type:geolocation}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 1560441357869990,
+            "definition": {
+                "title": "Overview of Geolocations",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Geolocation Count",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.count{breakdown_type:geolocation}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "datadog16",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 3049499968341702,
+            "definition": {
+                "title": "View Analytics",
+                "background_color": "gray",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8053029472787656,
+                        "definition": {
+                            "type": "note",
+                            "content": "\nThe View Analytics group includes widgets that display the number of page views, visits, and visitors for your HubSpot content, providing a clear overview of engagement metrics by location.\n\n- Visits: Total number of visits to the content.\n- Visitors: Unique individuals who visit your content.\n- Raw Views: Total number of content views, including duplicates.\n- Standard Views: Total number of content views as provided by HubSpot.\n- Returning Visits: Visits from users who have previously visited.",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "75%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 4572734186747846,
+                        "definition": {
+                            "title": "Total Visits",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:hubspot.content_hub.breakdown.visits{breakdown_type:geolocation,$geolocation_type}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 2,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6895000997279412,
+                        "definition": {
+                            "title": "Visits by Location",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
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+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 * 100",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "sort": {
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ],
+                                        "count": 500
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 5,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6310913499190148,
+                        "definition": {
+                            "title": "Overview of Bounce Rate",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1 * 100"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "datadog16",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 5,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 39,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 379027153641694,
+            "definition": {
+                "title": "Overall Geolocation Breakdown Analytics",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.bounces{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query6",
+                                "query": "avg:hubspot.content_hub.breakdown.pageviews_per_session{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query7",
+                                "query": "sum:hubspot.content_hub.breakdown.raw_views{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query8",
+                                "query": "sum:hubspot.content_hub.breakdown.returning_visits{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query9",
+                                "query": "sum:hubspot.content_hub.breakdown.standard_views{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query12",
+                                "query": "avg:hubspot.content_hub.breakdown.time{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query13",
+                                "query": "avg:hubspot.content_hub.breakdown.time_per_session{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query14",
+                                "query": "sum:hubspot.content_hub.breakdown.visits{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query15",
+                                "query": "sum:hubspot.content_hub.breakdown.visitors{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query5",
+                                "query": "avg:hubspot.content_hub.breakdown.new_visitor_session_rate{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query2",
+                                "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:geolocation,$geolocation_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Bounces",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Pageviews Per Session",
+                                "formula": "query6"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Raw Views",
+                                "formula": "query7"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Returning Visits",
+                                "formula": "query8"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Standard Views",
+                                "formula": "query9"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Average Time",
+                                "formula": "query12"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Time Per Session",
+                                "formula": "query13"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Visits",
+                                "formula": "query14"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Visitors",
+                                "formula": "query15"
+                            },
+                            {
+                                "alias": "New Visitor Session Rate %",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query5 * 100"
+                            },
+                            {
+                                "alias": "Bounce Rate %",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query2 * 100"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "geolocation_type",
+            "prefix": "breakdown_subtype",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_login_activity.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_login_activity.json
new file mode 100644
index 0000000000000..7eec9f9d6ca84
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_login_activity.json
@@ -0,0 +1,688 @@
+{
+    "title": "HubSpot Content Hub - Login Activity",
+    "description": "",
+    "widgets": [
+        {
+            "id": 6223970167232436,
+            "definition": {
+                "type": "image",
+                "url": "data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4KPCEtLSBHZW5lcmF0b3I6IEFkb2JlIElsbHVzdHJhdG9yIDI2LjMuMSwgU1ZHIEV4cG9ydCBQbHVnLUluIC4gU1ZHIFZlcnNpb246IDYuMDAgQnVpbGQgMCkgIC0tPgo8c3ZnIHZlcnNpb249IjEuMSIgaWQ9IkxheWVyXzEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgeG1sbnM6eGxpbms9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkveGxpbmsiIHg9IjBweCIgeT0iMHB4IgoJIHZpZXdCb3g9IjAgMCAzMzguNjU5NjEgOTYiIGVuYWJsZS1iYWNrZ3JvdW5kPSJuZXcgMCAwIDMzOC42NTk2MSA5NiIgeG1sOnNwYWNlPSJwcmVzZXJ2ZSI+CjxnPgoJPHBvbHlnb24gZmlsbD0iIzIxMzM0MyIgcG9pbnRzPSIzNi42NzcyNSw1NC4zMzIxOSAxMS44MDkxOCw1NC4zMzIxOSAxMS44MDkxOCw4MC41Mjg1OSAwLDgwLjUyODU5IDAsMTUuODkwODMgMTEuODA5MTgsMTUuODkwODMgCgkJMTEuODA5MTgsNDIuOTcxMDMgMzYuNjc3MjUsNDIuOTcxMDMgMzYuNjc3MjUsMTUuODkwODMgNDguNDgzNzgsMTUuODkwODMgNDguNDgzNzgsODAuNTI4NTkgMzYuNjc3MjUsODAuNTI4NTkgCSIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTg2LjI2OTM2LDU5LjYzNjM0YzAsNS4zODM0NC00LjM4NTMxLDkuNzYzNzUtOS43Njc1NSw5Ljc2Mzc1Yy01LjM4MzY4LDAtOS43NjYxNi00LjM4MDMxLTkuNzY2MTYtOS43NjM3NQoJCXYtMjcuNjg0OUg1NS41NTMzOXYyNy42ODQ5YzAsMTEuNTUwMjUsOS4zOTc2NCwyMC45NDU1OCwyMC45NDg0MiwyMC45NDU1OGMxMS41NDg0MiwwLDIwLjk0NjA1LTkuMzk1MzMsMjAuOTQ2MDUtMjAuOTQ1NTgKCQl2LTI3LjY4NDloLTExLjE3ODVWNTkuNjM2MzR6Ii8+Cgk8cGF0aCBmaWxsPSIjMjEzMzQzIiBkPSJNMTY5LjI0NTU2LDM0LjgwMTljMC01LjY3NjIxLDMuNzU2OTktNy40NzYxNSw3Ljg3MDI1LTcuNDc2MTVjMy4zMTIwMSwwLDcuNjk0NzIsMi41MjA2OSwxMC41NTQyNCw1LjU4MzYxCgkJbDcuMzMzMjUtOC42NDQ0Yy0zLjY2NDUxLTQuOTUxMi0xMS4wODc5MS04LjM3NDEzLTE3LjE3MDc1LTguMzc0MTNjLTEyLjE2NzMxLDAtMjAuOTMzODUsNy4xMTQyNC0yMC45MzM4NSwxOC45MTEwNgoJCWMwLDIxLjg4MDQ2LDI2Ljc0ODIsMTQuOTQ0NzksMjYuNzQ4MiwyNy4xOTQwNGMwLDMuNzc3NTMtMy42NjYzOCw3LjExMjM2LTcuODY5MzQsNy4xMTIzNgoJCWMtNi42MjE3LDAtOC43Njk2MS0zLjI0MTc0LTExLjgwOTg2LTYuNjY0bC04LjE0MTgyLDguNDYyNzJjNS4xOTEyMiw2LjM5MzczLDExLjYzMDA4LDkuNjM3MzYsMTkuMzIzNjUsOS42MzczNgoJCWMxMS41Mzk0OSwwLDIwLjg0MzI1LTcuMjA0MDUsMjAuODQzMjUtMTguNDYxNDlDMTk1Ljk5MjgsMzcuNzcxNDgsMTY5LjI0NTU2LDQ1LjMzNjI3LDE2OS4yNDU1NiwzNC44MDE5eiIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTMzNC43MjA0OSw3MC4yMDI3OGMtNi42MTY5NywwLTguNDk1MDYtMi44NjA5Ni04LjQ5NTA2LTcuMjQ1OThWNDMuNTQ2NThoMTAuMjg0ODJ2LTkuODM4OTJoLTEwLjI4NDgyCgkJVjIwLjczNTE1bC0xMS4zNTc3OSw1LjA5ODI2djM5LjUzOTMxYzAsMTAuMTA5Myw2Ljk3NDY0LDE1LjIwOTIsMTYuNTQyNjYsMTUuMjA5MmMxLjQzMTIxLDAsMy40MDEyMS0wLjA5MjQ4LDQuNDc1NjgtMC4zNTc2NgoJCWwyLjc3MzYyLTEwLjE5NzA2QzMzNy40MDc3NSw3MC4xMTM1NywzMzUuOTc3MDIsNzAuMjAyNzgsMzM0LjcyMDQ5LDcwLjIwMjc4eiIvPgoJPHBhdGggZmlsbD0iIzIxMzM0MyIgZD0iTTEyOC44OTMyMywzMi4yNzUzM2MtNS41NDY3MywwLTkuNDE4MjksMS42MTAwMi0xMy4xNTczNiw1LjI4MDAzVjE2LjI3Njg1aC0xMS4yMTgwOXYzOS40MzU0NgoJCWMwLDE0Ljc2MDQsMTAuNjcxNjEsMjQuODY5NjMsMjIuNjYyMzYsMjQuODY5NjNjMTMuMzI5MDYsMCwyNS4wMDc3Ny0xMC4yODg5OSwyNS4wMDc3Ny0yNC4xNTIzMgoJCUMxNTIuMTg3OTEsNDIuNzQxOTEsMTQxLjQxODY5LDMyLjI3NTMzLDEyOC44OTMyMywzMi4yNzUzM3ogTTEyOC44MjM1LDY5LjI5MTczYy03LjAyNzU0LDAtMTIuNzIzNzQtNS42OTY0Mi0xMi43MjM3NC0xMi43MjM1MwoJCWMwLTcuMDI2ODksNS42OTYyLTEyLjcyMzUzLDEyLjcyMzc0LTEyLjcyMzUzYzcuMDI2NjcsMCwxMi43MjMzMSw1LjY5NjY0LDEyLjcyMzMxLDEyLjcyMzUzCgkJQzE0MS41NDY4MSw2My41OTUzLDEzNS44NTAxNyw2OS4yOTE3MywxMjguODIzNSw2OS4yOTE3M3oiLz4KCTxwYXRoIGZpbGw9IiMyMTMzNDMiIGQ9Ik0yNTAuNjgzNDYsNTUuODQ3MjRjMC0xMy44NjMzMy0xMS42Nzg3My0yNC4xNTIzMi0yNS4wMDc3OC0yNC4xNTIzMgoJCWMtMTEuOTkwNzUsMC0yMi42NjIzNSwxMC4xMDkyMi0yMi42NjIzNSwyNC44Njk2M1Y5NmgxMS4yMTgwOVY3NC43MjE0OWMzLjczOTA2LDMuNjcwMDEsNy42MTA2Myw1LjI4MDAzLDEzLjE1NzM1LDUuMjgwMDMKCQlDMjM5LjkxNDIyLDgwLjAwMTUyLDI1MC42ODM0Niw2OS41MzQ5NCwyNTAuNjgzNDYsNTUuODQ3MjR6IE0yNDAuMDQyMzQsNTUuNzA4NjVjMCw3LjAyNjg5LTUuNjk2NjQsMTIuNzIzNTMtMTIuNzIzMzEsMTIuNzIzNTMKCQljLTcuMDI3NTQsMC0xMi43MjM3NC01LjY5NjY0LTEyLjcyMzc0LTEyLjcyMzUzYzAtNy4wMjcxLDUuNjk2Mi0xMi43MjM1MywxMi43MjM3NC0xMi43MjM1MwoJCUMyMzQuMzQ1Nyw0Mi45ODUxMywyNDAuMDQyMzQsNDguNjgxNTUsMjQwLjA0MjM0LDU1LjcwODY1eiIvPgoJPHBhdGggZmlsbD0iI0ZGNUMzNSIgZD0iTTI4Ni45MzI0NiwzMS4xNTE1NFYxOS44ODMxMmMyLjk0MTE2LTEuMzg5NTEsNS4wMDIwMS00LjM2NTA4LDUuMDAyMDEtNy44MTg1di0wLjI2MDM4CgkJYzAtNC43NjU1Ny0zLjg5OTQ0LTguNjY0OC04LjY2NDgzLTguNjY0OGgtMC4yNjAxNmMtNC43NjU3OCwwLTguNjY1MjIsMy44OTkyMy04LjY2NTIyLDguNjY0OHYwLjI2MDM4CgkJYzAsMy40NTM0MSwyLjA2MTI4LDYuNDI5NDIsNS4wMDI0MSw3LjgxODcydjExLjI2ODQyYy00LjM3OTI0LDAuNjc2NTYtOC4zODA2NSwyLjQ4MjY5LTExLjY4MjE5LDUuMTQwNzlsLTMwLjkzODg3LTI0LjA2NzU2CgkJYzAuMjAzNTEtMC43ODM3NywwLjM0NjQ1LTEuNTkxMjksMC4zNDczMi0yLjQzODY4YzAuMDA2OTctNS4zOTc5MS00LjM2MzEzLTkuNzc5MzMtOS43NjEyNS05Ljc4NjMxCgkJYy01LjM5ODEzLTAuMDA2NzUtOS43Nzk1Niw0LjM2MzU2LTkuNzg2NTMsOS43NjE0N2MtMC4wMDY1Myw1LjM5NzkxLDQuMzYzNTYsOS43NzkzMyw5Ljc2MTY5LDkuNzg2MDkKCQljMS43NTkyOCwwLjAwMjE4LDMuMzg3MzktMC40OTc0NSw0LjgxNDYxLTEuMzA5MTFsMzAuNDM0NjUsMjMuNjc1NzljLTIuNTg4NTksMy45MDY4NS00LjEwNDI1LDguNTg2OC00LjEwNDI1LDEzLjYyNDUyCgkJYzAsNS4yNzQ1OCwxLjY2NjAyLDEwLjE1MjgxLDQuNDgyMDksMTQuMTY1NzdsLTkuMjU1NzQsOS4yNTU3NGMtMC43MzE2OS0wLjIxOTQyLTEuNDkxMjctMC4zNzMwNC0yLjI5NDg2LTAuMzczMDQKCQljLTQuNDM1NDcsMC04LjAzMTYsMy41OTU5Mi04LjAzMTYsOC4wMzE2czMuNTk2MTMsOC4wMzE2LDguMDMxNiw4LjAzMTZjNC40MzU5LDAsOC4wMzE1OS0zLjU5NTkyLDguMDMxNTktOC4wMzE2CgkJYzAtMC44MDMxNi0wLjE1MzM4LTEuNTYyOTYtMC4zNzMwMi0yLjI5NDY1bDkuMTU1NDktOS4xNTUyOGM0LjE1NTcsMy4xNzI1NSw5LjMzMDY5LDUuMDc4MDMsMTQuOTYyODMsNS4wNzgwMwoJCWMxMy42NDU0NSwwLDI0LjcwNzUyLTExLjA2MjI5LDI0LjcwNzUyLTI0LjcwODE3QzMwNy44NDc3NSw0My4xODU4NywyOTguNzcyODYsMzIuOTgwMzMsMjg2LjkzMjQ2LDMxLjE1MTU0eiBNMjgzLjE0MDIzLDY4LjIwNjI4CgkJYy02Ljk5NjE1LDAtMTIuNjY4NC01LjY3MTM3LTEyLjY2ODQtMTIuNjY3NTNjMC02Ljk5NTk0LDUuNjcyMjQtMTIuNjY3NTMsMTIuNjY4NC0xMi42Njc1MwoJCWM2Ljk5NTMsMCwxMi42Njc1NCw1LjY3MTU4LDEyLjY2NzU0LDEyLjY2NzUzQzI5NS44MDc3Nyw2Mi41MzQ5MiwyOTAuMTM1NTMsNjguMjA2MjgsMjgzLjE0MDIzLDY4LjIwNjI4eiIvPgo8L2c+Cjwvc3ZnPgo=",
+                "url_dark_theme": "",
+                "sizing": "contain",
+                "margin": "lg",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 7390051313809160,
+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Login Activity** Dashboard provides an overview of login activities across all users within your account. It provides insights into patterns and tracks the locations and devices used for logging in.\n\n**Tips:**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 1216686363353106,
+            "definition": {
+                "title": "Total Login Activity",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 2189777421581036,
+            "definition": {
+                "title": "Login Activity Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Login",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 4
+            }
+        },
+        {
+            "id": 4206589023786052,
+            "definition": {
+                "title": "Login Client OS",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@http.useragent_details.os.family",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    },
+                    "palette": "datadog16"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 5561145053318066,
+            "definition": {
+                "title": "Login Client Browser",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@http.useragent_details.browser.family",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    },
+                    "palette": "datadog16"
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 7,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 8632798992495162,
+            "definition": {
+                "title": "Login Client Cities",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.geoip.city.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 8,
+                "y": 7,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 6249715329229688,
+            "definition": {
+                "title": "Top Users",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.email",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 4,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 4158604262964984,
+            "definition": {
+                "title": "Top Login IPs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.ip",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $client_ip $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 4079158348292030,
+            "definition": {
+                "title": "Top Countries",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.geoip.country.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 8,
+                "y": 0,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 5757032603150054,
+            "definition": {
+                "title": "Login Activity Geomap",
+                "type": "geomap",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.geoip.country.iso_code",
+                                        "limit": 250,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:login $user_email $client_ip"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "palette": "hostmap_blues",
+                    "palette_flip": false
+                },
+                "view": {
+                    "focus": "WORLD"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 7794814180567368,
+            "definition": {
+                "title": "Login Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:hubspot-content-hub service:login $user_email $client_ip",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "loginSucceeded",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "usr.email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "http.useragent_details.browser.family",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "http.useragent_details.os.family",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "network.client.geoip.city.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "user_email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "client_ip",
+            "prefix": "@network.client.ip",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_security_activity.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_security_activity.json
new file mode 100644
index 0000000000000..096f18e3a8d0e
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_security_activity.json
@@ -0,0 +1,680 @@
+{
+    "title": "HubSpot Content Hub - Security Activity",
+    "description": "",
+    "widgets": [
+        {
+            "id": 7036028745715466,
+            "definition": {
+                "type": "image",
+                "url": 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+                "sizing": "contain",
+                "margin": "lg",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
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+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 8965703348631954,
+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Security Activity** Dashboard provides insights into activities related to security and settings across your account. It provides an account-level overview of these activities, including details based on type, time, location, and other relevant factors.\n\n**Tips:**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
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+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
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+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 1216686363353106,
+            "definition": {
+                "title": "Total Security Activity",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 2189777421581036,
+            "definition": {
+                "title": "Security Activity Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Security Activity",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@type",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
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+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 4
+            }
+        },
+        {
+            "id": 5759975937587414,
+            "definition": {
+                "title": "Security Activity Types",
+                "type": "treemap",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
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+                                "data_source": "logs",
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+                                "indexes": [
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+                                        "sort": {
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+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+        },
+        {
+            "id": 5581974265361954,
+            "definition": {
+                "title": "Top Security Activity IPs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.ip",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
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+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
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+                                "formula": "query1"
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+                        ],
+                        "sort": {
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+                            "order_by": [
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+                                    "order": "desc"
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+                            ]
+                        }
+                    }
+                ],
+                "style": {
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+                        "type": "stacked",
+                        "legend": "automatic"
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+                }
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+        },
+        {
+            "id": 8632798992495162,
+            "definition": {
+                "title": "Top Users",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
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+                                "compute": {
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+                                "group_by": [
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+                                        "facet": "@usr.email",
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+                "style": {
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+                "height": 4,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 5561145053318066,
+            "definition": {
+                "title": "Top Cities",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
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+                                ],
+                                "compute": {
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+                                "group_by": [
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+                                        "facet": "@network.client.geoip.city.name",
+                                        "limit": 25,
+                                        "sort": {
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+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
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+                                "storage": "hot"
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+                        "response_format": "scalar",
+                        "formulas": [
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+                "title": "Top Countries",
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+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 4206589023786052,
+            "definition": {
+                "title": "Top URLs",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@infoUrl",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    },
+                    "palette": "datadog16"
+                }
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 5757032603150054,
+            "definition": {
+                "title": "Security Activity Geomap",
+                "type": "geomap",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.geoip.country.iso_code",
+                                        "limit": 250,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:hubspot-content-hub service:security $type $user_email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "palette": "hostmap_blues",
+                    "palette_flip": false
+                },
+                "view": {
+                    "focus": "WORLD"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 7794814180567368,
+            "definition": {
+                "title": "Security Activity Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:hubspot-content-hub service:security $type $user_email ",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "type",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "usr.email",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "infoUrl",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "network.client.geoip.city.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "type",
+            "prefix": "@type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "user_email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/dashboards/hubspot_content_hub_source_analytics.json b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_source_analytics.json
new file mode 100644
index 0000000000000..853081e210840
--- /dev/null
+++ b/hubspot_content_hub/assets/dashboards/hubspot_content_hub_source_analytics.json
@@ -0,0 +1,2176 @@
+{
+    "title": "HubSpot Content Hub - Source Analytics",
+    "description": "",
+    "widgets": [
+        {
+            "id": 36975770832266,
+            "definition": {
+                "type": "image",
+                "url": "data:image/svg+xml;base64,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",
+                "url_dark_theme": "",
+                "sizing": "contain",
+                "margin": "lg",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 6693616382254052,
+            "definition": {
+                "type": "note",
+                "content": "**[HubSpot Content Hub](https://www.hubspot.com/)** is an all-in-one content marketing software that helps marketers create and manage content at scale. It helps create rich, expertise-backed content across various formats and channels.\n\nThis HubSpot Content Hub **Source Analytics** Dashboard provides quick insights into user engagement by analyzing sessions, bounces, and views across various sources. It facilitates precise evaluation and optimization of your content strategy through detailed performance analysis of traffic origins and referral sources.\n\nFor more information, see the [HubSpot Content Hub Integration Documentation](https://docs.datadoghq.com/integrations/hubspot_content_hub/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 4242702316646086,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the most recent metric values captured based on source.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 6558929405760580,
+            "definition": {
+                "title": "Total Sources",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.count{breakdown_type:sources}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 1560441357869990,
+            "definition": {
+                "title": "Overview of Sources",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Source Count",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.count{breakdown_type:sources}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "datadog16",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 3049499968341702,
+            "definition": {
+                "title": "View Analytics",
+                "background_color": "gray",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7559633093640058,
+                        "definition": {
+                            "type": "note",
+                            "content": "\nThe View Analytics group includes widgets that display the number of page views, visits, and visitors for your HubSpot content, providing a clear overview of engagement metrics by source.\n\n- Visits: Total number of visits to the content.\n- Visitors: Unique individuals who visit your content.\n- Raw Views: Total number of content views, including duplicates.\n- Standard Views: Total number of content views as provided by HubSpot.\n- Returning Visits: Visits from users who have previously visited.",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "75%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 4572734186747846,
+                        "definition": {
+                            "title": "Total Visits",
+                            "title_size": "16",
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+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:sources,$source_type}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1 * 100"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3289370548648120,
+                        "definition": {
+                            "title": "Bounce Rate by Source",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4,
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 * 100",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "sort": {
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ],
+                                        "count": 500
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 5,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6310913499190148,
+                        "definition": {
+                            "title": "Overview of Bounce Rate",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1 * 100"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:sources,$source_type} by {breakdown_subtype}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "datadog16",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 5,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 39,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 379027153641694,
+            "definition": {
+                "title": "Overall Source Breakdown Analytics",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:hubspot.content_hub.breakdown.bounces{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query6",
+                                "query": "avg:hubspot.content_hub.breakdown.pageviews_per_session{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query7",
+                                "query": "sum:hubspot.content_hub.breakdown.raw_views{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query8",
+                                "query": "sum:hubspot.content_hub.breakdown.returning_visits{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query9",
+                                "query": "sum:hubspot.content_hub.breakdown.standard_views{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query12",
+                                "query": "avg:hubspot.content_hub.breakdown.time{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query13",
+                                "query": "avg:hubspot.content_hub.breakdown.time_per_session{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query14",
+                                "query": "sum:hubspot.content_hub.breakdown.visits{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query15",
+                                "query": "sum:hubspot.content_hub.breakdown.visitors{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query5",
+                                "query": "avg:hubspot.content_hub.breakdown.new_visitor_session_rate{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query2",
+                                "query": "avg:hubspot.content_hub.breakdown.bounce_rate{breakdown_type:sources,$source_type} by {breakdown_subtype}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Bounces",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Pageviews Per Session",
+                                "formula": "query6"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Raw Views",
+                                "formula": "query7"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Returning Visits",
+                                "formula": "query8"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Standard Views",
+                                "formula": "query9"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Average Time",
+                                "formula": "query12"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Time Per Session",
+                                "formula": "query13"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Visits",
+                                "formula": "query14"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Visitors",
+                                "formula": "query15"
+                            },
+                            {
+                                "alias": "New Visitor Session Rate %",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query5 * 100"
+                            },
+                            {
+                                "alias": "Bounce Rate %",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query2 * 100"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "source_type",
+            "prefix": "breakdown_subtype",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/hubspot_content_hub.svg b/hubspot_content_hub/assets/hubspot_content_hub.svg
new file mode 100644
index 0000000000000..e4f910f567a51
--- /dev/null
+++ b/hubspot_content_hub/assets/hubspot_content_hub.svg
@@ -0,0 +1,42 @@
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+<g>
+	<polygon fill="#213343" points="36.67725,54.33219 11.80918,54.33219 11.80918,80.52859 0,80.52859 0,15.89083 11.80918,15.89083 
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diff --git a/hubspot_content_hub/assets/logs/hubspot-content-hub.yaml b/hubspot_content_hub/assets/logs/hubspot-content-hub.yaml
new file mode 100644
index 0000000000000..9734d11bf5c42
--- /dev/null
+++ b/hubspot_content_hub/assets/logs/hubspot-content-hub.yaml
@@ -0,0 +1,219 @@
+id: hubspot-content-hub
+metric_id: hubspot-content-hub
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: User-Agent
+    path: http.useragent
+    source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+pipeline:
+  type: pipeline
+  name: HubSpot Content Hub
+  enabled: true
+  filter:
+    query: "source:hubspot-content-hub"
+  processors:
+    - type: pipeline
+      name: Audit Logs
+      enabled: true
+      filter:
+        query: "service:audit"
+      processors:
+        - type: date-remapper
+          name: Define `occurredAt` as the official date of the log
+          enabled: true
+          sources:
+            - occurredAt
+        - type: attribute-remapper
+          name: Map `actingUser.userId` to `usr.id`
+          enabled: true
+          sources:
+            - actingUser.userId
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `actingUser.userEmail` to `usr.email`
+          enabled: true
+          sources:
+            - actingUser.userEmail
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Login Logs
+      enabled: true
+      filter:
+        query: "service:login"
+      processors:
+        - type: date-remapper
+          name: Define `loginAt` as the official date of the log
+          enabled: true
+          sources:
+            - loginAt
+        - type: attribute-remapper
+          name: Map `userId` to `usr.id`
+          enabled: true
+          sources:
+            - userId
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `email` to `usr.email`
+          enabled: true
+          sources:
+            - email
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `userAgent` to `http.useragent`
+          enabled: true
+          sources:
+            - userAgent
+          sourceType: attribute
+          target: http.useragent
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `ipAddress` to `network.client.ip`
+          enabled: true
+          sources:
+            - ipAddress
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: user-agent-parser
+          name: Extract details from `http.useragent`
+          enabled: true
+          sources:
+            - http.useragent
+          target: http.useragent_details
+          encoded: false
+          combineVersionDetails: false
+    - type: pipeline
+      name: Security Logs
+      enabled: true
+      filter:
+        query: "service:security"
+      processors:
+        - type: date-remapper
+          name: Define `createdAt` as the official date of the log
+          enabled: true
+          sources:
+            - createdAt
+        - type: attribute-remapper
+          name: Map `userId` to `usr.id`
+          enabled: true
+          sources:
+            - userId
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `actingUser` to `usr.email`
+          enabled: true
+          sources:
+            - actingUser
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `ipAddress` to `network.client.ip`
+          enabled: true
+          sources:
+            - ipAddress
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: geo-ip-parser
+      name: GeoIP Parser for `network.client.ip` (ipAddress)
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/logs/hubspot-content-hub_tests.yaml b/hubspot_content_hub/assets/logs/hubspot-content-hub_tests.yaml
new file mode 100644
index 0000000000000..c1b82976e517a
--- /dev/null
+++ b/hubspot_content_hub/assets/logs/hubspot-content-hub_tests.yaml
@@ -0,0 +1,788 @@
+id: hubspot-content-hub
+tests:
+ -
+  sample: |-
+    {
+      "regionCode" : "dl",
+      "countryCode" : "in",
+      "ipAddress" : "10.10.10.10",
+      "location" : "delhi, india",
+      "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36",
+      "id" : "3959685975",
+      "loginAt" : "2024-09-16T06:55:51.186Z",
+      "userId" : 70769783,
+      "email" : "john.doe@techworldhub.com",
+      "loginSucceeded" : true
+    }
+  result:
+    custom:
+      countryCode: "in"
+      email: "john.doe@techworldhub.com"
+      id: "3959685975"
+      ipAddress: "10.10.10.10"
+      location: "delhi, india"
+      loginAt: "2024-09-16T06:55:51.186Z"
+      loginSucceeded: true
+      regionCode: "dl"
+      userAgent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36"
+      userId: 70769783
+    message: |-
+      {
+        "regionCode" : "dl",
+        "countryCode" : "in",
+        "ipAddress" : "10.10.10.10",
+        "location" : "delhi, india",
+        "userAgent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36",
+        "id" : "3959685975",
+        "loginAt" : "2024-09-16T06:55:51.186Z",
+        "userId" : 70769783,
+        "email" : "john.doe@techworldhub.com",
+        "loginSucceeded" : true
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "sara.lee@nextgenventures.com",
+        "userId" : 70700058
+      },
+      "subCategory" : "LOGIN_SUCCEEDED",
+      "occurredAt" : "2024-09-10T12:12:47.868Z",
+      "targetObjectId" : "1",
+      "action" : "PERFORM",
+      "id" : "LT83ZDteVkseUUdWEQUSg==",
+      "category" : "LOGIN"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "sara.lee@nextgenventures.com"
+        userId: 70700058
+      action: "PERFORM"
+      category: "LOGIN"
+      id: "LT83ZDteVkseUUdWEQUSg=="
+      occurredAt: "2024-09-10T12:12:47.868Z"
+      subCategory: "LOGIN_SUCCEEDED"
+      targetObjectId: "1"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "sara.lee@nextgenventures.com",
+          "userId" : 70700058
+        },
+        "subCategory" : "LOGIN_SUCCEEDED",
+        "occurredAt" : "2024-09-10T12:12:47.868Z",
+        "targetObjectId" : "1",
+        "action" : "PERFORM",
+        "id" : "LT83ZDteVkseUUdWEQUSg==",
+        "category" : "LOGIN"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "sara.lee@nextgenventures.com",
+        "userId" : 70700058
+      },
+      "subCategory" : "CONTENT_SETTINGS",
+      "occurredAt" : "2024-09-10T12:12:56.858Z",
+      "targetObjectId" : "178043830806",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZUAfREhSRV1EGVhdSlFIQBtYMDc3bDUwIERFGkFQWkVVRxpdXUxZ",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "sara.lee@nextgenventures.com"
+        userId: 70700058
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZUAfREhSRV1EGVhdSlFIQBtYMDc3bDUwIERFGkFQWkVVRxpdXUxZ"
+      occurredAt: "2024-09-10T12:12:56.858Z"
+      subCategory: "CONTENT_SETTINGS"
+      targetObjectId: "178043830806"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "sara.lee@nextgenventures.com",
+          "userId" : 70700058
+        },
+        "subCategory" : "CONTENT_SETTINGS",
+        "occurredAt" : "2024-09-10T12:12:56.858Z",
+        "targetObjectId" : "178043830806",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZUAfREhSRV1EGVhdSlFIQBtYMDc3bDUwIERFGkFQWkVVRxpdXUxZ",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "BLOG",
+      "occurredAt" : "2024-09-10T12:51:50.745Z",
+      "targetObjectId" : "178046197799",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1UQFZHSRRYMDc3bDUwIERFGkFQWkVXQxxbUk1U",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1UQFZHSRRYMDc3bDUwIERFGkFQWkVXQxxbUk1U"
+      occurredAt: "2024-09-10T12:51:50.745Z"
+      subCategory: "BLOG"
+      targetObjectId: "178046197799"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "BLOG",
+        "occurredAt" : "2024-09-10T12:51:50.745Z",
+        "targetObjectId" : "178046197799",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1UQFZHSRRYMDc3bDUwIERFGkFQWkVXQxxbUk1U",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "BLOG",
+      "occurredAt" : "2024-09-10T12:51:51.163Z",
+      "targetObjectId" : "178046197799",
+      "action" : "UPDATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1UQFZHSRRYJjU2bDUwIERFGkFQWkVXQxxaVE9S",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "UPDATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1UQFZHSRRYJjU2bDUwIERFGkFQWkVXQxxaVE9S"
+      occurredAt: "2024-09-10T12:51:51.163Z"
+      subCategory: "BLOG"
+      targetObjectId: "178046197799"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "BLOG",
+        "occurredAt" : "2024-09-10T12:51:51.163Z",
+        "targetObjectId" : "178046197799",
+        "action" : "UPDATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1UQFZHSRRYJjU2bDUwIERFGkFQWkVXQxxaVE9S",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "BLOG_POST",
+      "occurredAt" : "2024-09-10T12:53:49.085Z",
+      "targetObjectId" : "178046827264",
+      "action" : "PUBLISH",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYIzAwYSgmLCwwAEJSUUdcQx9TV0BRSEU=",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "PUBLISH"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYIzAwYSgmLCwwAEJSUUdcQx9TV0BRSEU="
+      occurredAt: "2024-09-10T12:53:49.085Z"
+      subCategory: "BLOG_POST"
+      targetObjectId: "178046827264"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "BLOG_POST",
+        "occurredAt" : "2024-09-10T12:53:49.085Z",
+        "targetObjectId" : "178046827264",
+        "action" : "PUBLISH",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYIzAwYSgmLCwwAEJSUUdcQx9TV0BRSEU=",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "BLOG_POST",
+      "occurredAt" : "2024-09-10T12:55:40.612Z",
+      "targetObjectId" : "178045688981",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E5TQVlJSBxYMDc3bUwIERFGkFQWkVXTRlbU0hT",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E5TQVlJSBxYMDc3bUwIERFGkFQWkVXTRlbU0hT"
+      occurredAt: "2024-09-10T12:55:40.612Z"
+      subCategory: "BLOG_POST"
+      targetObjectId: "178045688981"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "BLOG_POST",
+        "occurredAt" : "2024-09-10T12:55:40.612Z",
+        "targetObjectId" : "178045688981",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E5TQVlJSBxYMDc3bUwIERFGkFQWkVXTRlbU0hT",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "BLOG_POST",
+      "occurredAt" : "2024-09-10T12:53:47.946Z",
+      "targetObjectId" : "178046827264",
+      "action" : "UPDATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYJjU2bUwIERFGkFQWkVXTB9cXE1X",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "UPDATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYJjU2bUwIERFGkFQWkVXTB9cXE1X"
+      occurredAt: "2024-09-10T12:53:47.946Z"
+      subCategory: "BLOG_POST"
+      targetObjectId: "178046827264"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "BLOG_POST",
+        "occurredAt" : "2024-09-10T12:53:47.946Z",
+        "targetObjectId" : "178046827264",
+        "action" : "UPDATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dS1ZCRhlYJjU2bUwIERFGkFQWkVXTB9cXE1X",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "THEME",
+      "occurredAt" : "2024-09-10T12:53:34.120Z",
+      "targetObjectId" : "@hubspot/growth",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREgjGhAWsKDU4XAkICBw1fbMwJT0xaV5UVEBQTRpZXUhVQUId",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREgjGhAWsKDU4XAkICBw1fbMwJT0xaV5UVEBQTRpZXUhVQUId"
+      occurredAt: "2024-09-10T12:53:34.120Z"
+      subCategory: "THEME"
+      targetObjectId: "@hubspot/growth"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "THEME",
+        "occurredAt" : "2024-09-10T12:53:34.120Z",
+        "targetObjectId" : "@hubspot/growth",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREgjGhAWsKDU4XAkICBw1fbMwJT0xaV5UVEBQTRpZXUhVQUId",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "david.williams@creativelabs.com",
+        "userId" : 70700783
+      },
+      "subCategory" : "WEBSITE_PAGE",
+      "occurredAt" : "2024-09-10T12:54:50.705Z",
+      "targetObjectId" : "178046838146",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYMDc3bUwIERFGkFQWkVXTBRbUklU",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "david.williams@creativelabs.com"
+        userId: 70700783
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYMDc3bUwIERFGkFQWkVXTBRbUklU"
+      occurredAt: "2024-09-10T12:54:50.705Z"
+      subCategory: "WEBSITE_PAGE"
+      targetObjectId: "178046838146"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "david.williams@creativelabs.com",
+          "userId" : 70700783
+        },
+        "subCategory" : "WEBSITE_PAGE",
+        "occurredAt" : "2024-09-10T12:54:50.705Z",
+        "targetObjectId" : "178046838146",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYMDc3bUwIERFGkFQWkVXTBRbUklU",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "david.williams@creativelabs.com",
+        "userId" : 70700783
+      },
+      "subCategory" : "WEBSITE_PAGE",
+      "occurredAt" : "2024-09-10T12:55:15.264Z",
+      "targetObjectId" : "178046838146",
+      "action" : "UPDATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYJjU2bUwIERFGkFQWkVXTRxeV09V",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "david.williams@creativelabs.com"
+        userId: 70700783
+      action: "UPDATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYJjU2bUwIERFGkFQWkVXTRxeV09V"
+      occurredAt: "2024-09-10T12:55:15.264Z"
+      subCategory: "WEBSITE_PAGE"
+      targetObjectId: "178046838146"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "david.williams@creativelabs.com",
+          "userId" : 70700783
+        },
+        "subCategory" : "WEBSITE_PAGE",
+        "occurredAt" : "2024-09-10T12:55:15.264Z",
+        "targetObjectId" : "178046838146",
+        "action" : "UPDATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYJjU2bUwIERFGkFQWkVXTRxeV09V",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "david.williams@creativelabs.com",
+        "userId" : 70700783
+      },
+      "subCategory" : "WEBSITE_PAGE",
+      "occurredAt" : "2024-09-10T12:57:21.992Z",
+      "targetObjectId" : "178046838146",
+      "action" : "PUBLISH",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYIzAwYSgmLCwwAEJSUUdcQx5bUUhYSUI=",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "david.williams@creativelabs.com"
+        userId: 70700783
+      action: "PUBLISH"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYIzAwYSgmLCwwAEJSUUdcQx5bUUhYSUI="
+      occurredAt: "2024-09-10T12:57:21.992Z"
+      subCategory: "WEBSITE_PAGE"
+      targetObjectId: "178046838146"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "david.williams@creativelabs.com",
+          "userId" : 70700783
+        },
+        "subCategory" : "WEBSITE_PAGE",
+        "occurredAt" : "2024-09-10T12:57:21.992Z",
+        "targetObjectId" : "178046838146",
+        "action" : "PUBLISH",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1E1dSllBRBtYIzAwYSgmLCwwAEJSUUdcQx5bUUhYSUI=",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "FILE",
+      "occurredAt" : "2024-09-10T12:58:34.394Z",
+      "targetObjectId" : "178051157103",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EpUTFZBQB5YMDc3bDUwIERFGkFQWkVWRRxfVkBV",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EpUTFZBQB5YMDc3bDUwIERFGkFQWkVWRRxfVkBV"
+      occurredAt: "2024-09-10T12:58:34.394Z"
+      subCategory: "FILE"
+      targetObjectId: "178051157103"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "FILE",
+        "occurredAt" : "2024-09-10T12:58:34.394Z",
+        "targetObjectId" : "178051157103",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EpUTFZBQB5YMDc3bDUwIERFGkFQWkVWRRxfVkBV",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "LANDING_PAGE",
+      "occurredAt" : "2024-09-10T13:11:04.942Z",
+      "targetObjectId" : "178046366002",
+      "action" : "UPDATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YJjU2bDUwIERFGkFQWkVWTBtfXE1T",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "UPDATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YJjU2bDUwIERFGkFQWkVWTBtfXE1T"
+      occurredAt: "2024-09-10T13:11:04.942Z"
+      subCategory: "LANDING_PAGE"
+      targetObjectId: "178046366002"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "LANDING_PAGE",
+        "occurredAt" : "2024-09-10T13:11:04.942Z",
+        "targetObjectId" : "178046366002",
+        "action" : "UPDATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YJjU2bDUwIERFGkFQWkVWTBtfXE1T",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "LANDING_PAGE",
+      "occurredAt" : "2024-09-10T13:10:54.216Z",
+      "targetObjectId" : "178046366002",
+      "action" : "CREATE",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YMDc3bDUwIERFGkFQWkVWTBhfV0hX",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "CREATE"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YMDc3bDUwIERFGkFQWkVWTBhfV0hX"
+      occurredAt: "2024-09-10T13:10:54.216Z"
+      subCategory: "LANDING_PAGE"
+      targetObjectId: "178046366002"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "LANDING_PAGE",
+        "occurredAt" : "2024-09-10T13:10:54.216Z",
+        "targetObjectId" : "178046366002",
+        "action" : "CREATE",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YMDc3bDUwIERFGkFQWkVWTBhfV0hX",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "jane.smith@innovatesolutions.org",
+        "userId" : 70700061
+      },
+      "subCategory" : "LANDING_PAGE",
+      "occurredAt" : "2024-09-10T13:11:05.908Z",
+      "targetObjectId" : "178046366002",
+      "action" : "PUBLISH",
+      "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YIzAwYSgmLCwwAEJSUUdcQx5TU0xYQEg=",
+      "category" : "CONTENT"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "jane.smith@innovatesolutions.org"
+        userId: 70700061
+      action: "PUBLISH"
+      category: "CONTENT"
+      id: "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YIzAwYSgmLCwwAEJSUUdcQx5TU0xYQEg="
+      occurredAt: "2024-09-10T13:11:05.908Z"
+      subCategory: "LANDING_PAGE"
+      targetObjectId: "178046366002"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "jane.smith@innovatesolutions.org",
+          "userId" : 70700061
+        },
+        "subCategory" : "LANDING_PAGE",
+        "occurredAt" : "2024-09-10T13:11:05.908Z",
+        "targetObjectId" : "178046366002",
+        "action" : "PUBLISH",
+        "id" : "Ij8+eTA9MV8ZVkZRWUAfREhSRV1EGV1WT1dAQB9YIzAwYSgmLCwwAEJSUUdcQx5TU0xYQEg=",
+        "category" : "CONTENT"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "actingUser" : {
+        "userEmail" : "sara.lee@nextgenventures.com",
+        "userId" : 70700058
+      },
+      "subCategory" : "ADD_ADMIN_USER",
+      "occurredAt" : "2024-09-10T12:17:22.688Z",
+      "targetObjectId" : "70700783",
+      "action" : "CREATE",
+      "id" : "IiI5eTwwJ5yIDYwIDtjXlZWRFFNHV5USQ==",
+      "category" : "CRITICAL_ACTION"
+    }
+  result:
+    custom:
+      actingUser:
+        userEmail: "sara.lee@nextgenventures.com"
+        userId: 70700058
+      action: "CREATE"
+      category: "CRITICAL_ACTION"
+      id: "IiI5eTwwJ5yIDYwIDtjXlZWRFFNHV5USQ=="
+      occurredAt: "2024-09-10T12:17:22.688Z"
+      subCategory: "ADD_ADMIN_USER"
+      targetObjectId: "70700783"
+    message: |-
+      {
+        "actingUser" : {
+          "userEmail" : "sara.lee@nextgenventures.com",
+          "userId" : 70700058
+        },
+        "subCategory" : "ADD_ADMIN_USER",
+        "occurredAt" : "2024-09-10T12:17:22.688Z",
+        "targetObjectId" : "70700783",
+        "action" : "CREATE",
+        "id" : "IiI5eTwwJ5yIDYwIDtjXlZWRFFNHV5USQ==",
+        "category" : "CRITICAL_ACTION"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "createdAt" : "2024-09-10T12:26:58.098Z",
+      "actingUser" : "david.williams@creativelabs.com",
+      "regionCode" : "mh",
+      "countryCode" : "in",
+      "ipAddress" : "10.10.10.10",
+      "id" : "356492480",
+      "type" : "DEACTIVATE_USER",
+      "userId" : 70700783,
+      "objectId" : "70769658"
+    }
+  result:
+    custom:
+      actingUser: "david.williams@creativelabs.com"
+      countryCode: "in"
+      createdAt: "2024-09-10T12:26:58.098Z"
+      id: "356492480"
+      ipAddress: "10.10.10.10"
+      objectId: "70769658"
+      regionCode: "mh"
+      type: "DEACTIVATE_USER"
+      userId: 70700783
+    message: |-
+      {
+        "createdAt" : "2024-09-10T12:26:58.098Z",
+        "actingUser" : "david.williams@creativelabs.com",
+        "regionCode" : "mh",
+        "countryCode" : "in",
+        "ipAddress" : "10.10.10.10",
+        "id" : "356492480",
+        "type" : "DEACTIVATE_USER",
+        "userId" : 70700783,
+        "objectId" : "70769658"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "createdAt" : "2024-09-13T07:45:47.385Z",
+      "actingUser" : "david.williams@creativelabs.com",
+      "id" : "357371136",
+      "type" : "INSTALL_INTEGRATION",
+      "userId" : 70700783,
+      "objectId" : "39031290"
+    }
+  result:
+    custom:
+      actingUser: "david.williams@creativelabs.com"
+      createdAt: "2024-09-13T07:45:47.385Z"
+      id: "357371136"
+      objectId: "39031290"
+      type: "INSTALL_INTEGRATION"
+      userId: 70700783
+    message: |-
+      {
+        "createdAt" : "2024-09-13T07:45:47.385Z",
+        "actingUser" : "david.williams@creativelabs.com",
+        "id" : "357371136",
+        "type" : "INSTALL_INTEGRATION",
+        "userId" : 70700783,
+        "objectId" : "39031290"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
+ -
+  sample: |-
+    {
+      "createdAt" : "2024-09-10T12:25:49.854Z",
+      "actingUser" : "sara.lee@nextgenventures.com",
+      "regionCode" : "mh",
+      "countryCode" : "in",
+      "ipAddress" : "10.10.10.10",
+      "id" : "356492269",
+      "type" : "REMOVE_ADMIN_PERMISSIONS",
+      "userId" : 70769678,
+      "objectId" : "70769658"
+    }
+  result:
+    custom:
+      actingUser: "sara.lee@nextgenventures.com"
+      countryCode: "in"
+      createdAt: "2024-09-10T12:25:49.854Z"
+      id: "356492269"
+      ipAddress: "10.10.10.10"
+      objectId: "70769658"
+      regionCode: "mh"
+      type: "REMOVE_ADMIN_PERMISSIONS"
+      userId: 70769678
+    message: |-
+      {
+        "createdAt" : "2024-09-10T12:25:49.854Z",
+        "actingUser" : "sara.lee@nextgenventures.com",
+        "regionCode" : "mh",
+        "countryCode" : "in",
+        "ipAddress" : "10.10.10.10",
+        "id" : "356492269",
+        "type" : "REMOVE_ADMIN_PERMISSIONS",
+        "userId" : 70769678,
+        "objectId" : "70769658"
+      }
+    tags:
+     - "source:LOGS_SOURCE"
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/monitors/blog_posts_bounce_rate.json b/hubspot_content_hub/assets/monitors/blog_posts_bounce_rate.json
new file mode 100644
index 0000000000000..254e6953fcd60
--- /dev/null
+++ b/hubspot_content_hub/assets/monitors/blog_posts_bounce_rate.json
@@ -0,0 +1,35 @@
+{
+	"version": 2,
+	"created_at": "2024-09-23",
+	"last_updated_at": "2024-09-23",
+	"title": "Blog Posts Bounce Rate is High",
+	"description": "High bounce rate detected on blog posts.",
+	"definition": {
+		"id": 154499249,
+		"name": "Blog Posts Bounce Rate is High",
+		"type": "query alert",
+		"query": "avg(last_5m):avg:hubspot.content_hub.content.page_bounce_rate{content_type:blog-posts} by {content_id,content_title} > 0.8",
+		"message": "{{#is_warning}}  \nThe Page Bounce Rate for Blog-Post {{content_title.name}} ({{content_id.name}}) has exceeded the threshold.  \nCurrent Page Bounce Rate: {{eval \"int(value*100)\"}}%  \nThreshold: {{eval \"int(warn_threshold*100)\"}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe Page Bounce Rate for Blog-Post {{content_title.name}} ({{content_id.name}}) has exceeded the threshold.  \nCurrent Page Bounce Rate: {{eval \"int(value*100)\"}}%  \nThreshold: {{eval \"int(threshold*100)\"}}%  \n{{/is_alert}}\n\n\n@email@example.com",
+		"tags": [
+			"hubspot-content-hub"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0.8,
+				"warning": 0.6
+			},
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:hubspot-content-hub"
+	]
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/monitors/page_bounce_rate.json b/hubspot_content_hub/assets/monitors/page_bounce_rate.json
new file mode 100644
index 0000000000000..0bc955f0260d0
--- /dev/null
+++ b/hubspot_content_hub/assets/monitors/page_bounce_rate.json
@@ -0,0 +1,35 @@
+{
+	"version": 2,
+	"created_at": "2024-09-23",
+	"last_updated_at": "2024-09-23",
+	"title": "Page Bounce Rate is High",
+	"description": "High bounce rate detected on content pages.",
+	"definition": {
+		"id": 154374499,
+		"name": "Page Bounce Rate is High",
+		"type": "query alert",
+		"query": "avg(last_5m):avg:hubspot.content_hub.content.page_bounce_rate{content_type:landing-pages or content_type:standard-pages} by {content_id,content_title} > 0.4",
+		"message": "{{#is_warning}}  \nThe Page Bounce Rate for Page {{content_title.name}} ({{content_id.name}}) has exceeded the threshold.  \nCurrent Page Bounce Rate: {{eval \"int(value100)\"}}%  \nThreshold: {{eval \"int(warn_threshold100)\"}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe Page Bounce Rate for Page {{content_title.name}} ({{content_id.name}}) has exceeded the threshold.  \nCurrent Page Bounce Rate: {{eval \"int(value100)\"}}%  \nThreshold: {{eval \"int(threshold100)\"}}%  \n{{/is_alert}}\n\n\n@email@example.com",
+		"tags": [
+			"hubspot-content-hub"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0.4,
+				"warning": 0.2
+			},
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:hubspot-content-hub"
+	]
+}
\ No newline at end of file
diff --git a/hubspot_content_hub/assets/service_checks.json b/hubspot_content_hub/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/hubspot_content_hub/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/hubspot_content_hub/images/hubspot_content_hub_audit_activity.png b/hubspot_content_hub/images/hubspot_content_hub_audit_activity.png
new file mode 100644
index 0000000000000..0b372cf87ab53
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_audit_activity.png differ
diff --git a/hubspot_content_hub/images/hubspot_content_hub_content_analytics.png b/hubspot_content_hub/images/hubspot_content_hub_content_analytics.png
new file mode 100644
index 0000000000000..00a31f7d7467f
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_content_analytics.png differ
diff --git a/hubspot_content_hub/images/hubspot_content_hub_geolocation_analytics.png b/hubspot_content_hub/images/hubspot_content_hub_geolocation_analytics.png
new file mode 100644
index 0000000000000..e8378e1cfff03
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_geolocation_analytics.png differ
diff --git a/hubspot_content_hub/images/hubspot_content_hub_login_activity.png b/hubspot_content_hub/images/hubspot_content_hub_login_activity.png
new file mode 100644
index 0000000000000..1858e7bef10c4
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_login_activity.png differ
diff --git a/hubspot_content_hub/images/hubspot_content_hub_security_activity.png b/hubspot_content_hub/images/hubspot_content_hub_security_activity.png
new file mode 100644
index 0000000000000..63f0fd95afc1e
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_security_activity.png differ
diff --git a/hubspot_content_hub/images/hubspot_content_hub_source_analytics.png b/hubspot_content_hub/images/hubspot_content_hub_source_analytics.png
new file mode 100644
index 0000000000000..5fd9078205bff
Binary files /dev/null and b/hubspot_content_hub/images/hubspot_content_hub_source_analytics.png differ
diff --git a/hubspot_content_hub/manifest.json b/hubspot_content_hub/manifest.json
new file mode 100644
index 0000000000000..c847a4ae5db7a
--- /dev/null
+++ b/hubspot_content_hub/manifest.json
@@ -0,0 +1,92 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "c5da80c1-8219-4aa0-bbd9-07c05b94edeb",
+  "app_id": "hubspot-content-hub",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into HubSpot Content Hub Activity Logs and Analytics metrics.",
+    "title": "HubSpot Content Hub",
+    "media": [
+      {
+        "caption": "HubSpot Content Hub - Audit Activity",
+        "image_url": "images/hubspot_content_hub_audit_activity.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "HubSpot Content Hub - Content Analytics",
+        "image_url": "images/hubspot_content_hub_content_analytics.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "HubSpot Content Hub - Geolocation Analytics",
+        "image_url": "images/hubspot_content_hub_geolocation_analytics.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "HubSpot Content Hub - Login Activity",
+        "image_url": "images/hubspot_content_hub_login_activity.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "HubSpot Content Hub - Security Activity",
+        "image_url": "images/hubspot_content_hub_security_activity.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "HubSpot Content Hub - Source Analytics",
+        "image_url": "images/hubspot_content_hub_source_analytics.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Metrics",
+      "Submitted Data Type::Logs",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 25347309,
+      "source_type_name": "HubSpot Content Hub",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "hubspot.content_hub.",
+        "check": ["hubspot.content_hub.breakdown.count", "hubspot.content_hub.content.count"],
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "HubSpot Content Hub - Audit Activity" : "assets/dashboards/hubspot_content_hub_audit_activity.json",
+      "HubSpot Content Hub - Content Analytics" : "assets/dashboards/hubspot_content_hub_content_analytics.json",
+      "HubSpot Content Hub - Geolocation Analytics" : "assets/dashboards/hubspot_content_hub_geolocation_analytics.json",
+      "HubSpot Content Hub - Login Activity" : "assets/dashboards/hubspot_content_hub_login_activity.json",
+      "HubSpot Content Hub - Security Activity" : "assets/dashboards/hubspot_content_hub_security_activity.json",
+      "HubSpot Content Hub - Source Analytics" : "assets/dashboards/hubspot_content_hub_source_analytics.json"
+    },
+    "monitors": {
+      "Blog Posts Bounce Rate is High" : "assets/monitors/blog_posts_bounce_rate.json",
+      "Page Bounce Rate is High" : "assets/monitors/page_bounce_rate.json"
+    },
+    "logs": {
+      "source": "hubspot-content-hub"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/hubspot_content_hub/metadata.csv b/hubspot_content_hub/metadata.csv
new file mode 100644
index 0000000000000..5cc6f152fc10b
--- /dev/null
+++ b/hubspot_content_hub/metadata.csv
@@ -0,0 +1,24 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+hubspot.content_hub.breakdown.bounce_rate,gauge,,fraction,,Ratio of bounces to visits,-1,hubspot_content_hub,Breakdown Bounce Rate,,
+hubspot.content_hub.breakdown.bounces,gauge,,,,The total count of bounces from traffic,-1,hubspot_content_hub,Breakdown Bounces,,
+hubspot.content_hub.breakdown.count,gauge,,,,Total breakdown subtypes sent or created in an account,0,hubspot_content_hub,Breakdown Count,,
+hubspot.content_hub.breakdown.new_visitor_session_rate,gauge,,fraction,,Rate of new visitors starting sessions,1,hubspot_content_hub,Breakdown New Visitor Session Rate,,
+hubspot.content_hub.breakdown.pageviews_per_session,gauge,,,,Average page views per session,1,hubspot_content_hub,Breakdown Pageviews Per Session,,
+hubspot.content_hub.breakdown.raw_views,gauge,,,,Total number of content views including duplicates,1,hubspot_content_hub,Breakdown Raw Views,,
+hubspot.content_hub.breakdown.returning_visits,gauge,,,,Visits from users who have previously visited,1,hubspot_content_hub,Breakdown Returning Visits,,
+hubspot.content_hub.breakdown.standard_views,gauge,,,,Views of standard pages or content,1,hubspot_content_hub,Breakdown Standard Views,,
+hubspot.content_hub.breakdown.time,gauge,,second,,Total time spent on the content or site,1,hubspot_content_hub,Breakdown Time,,
+hubspot.content_hub.breakdown.time_per_session,gauge,,second,,Average time spent per session,1,hubspot_content_hub,Breakdown Time Per Session,,
+hubspot.content_hub.breakdown.visitors,gauge,,,,Number of unique visitors to the content,1,hubspot_content_hub,Breakdown Visitors,,
+hubspot.content_hub.breakdown.visits,gauge,,,,Total number of visits to the content,1,hubspot_content_hub,Breakdown Visits,,
+hubspot.content_hub.content.count,gauge,,,,Total count of content sent or created in an account,0,hubspot_content_hub,Content Count,,
+hubspot.content_hub.content.entrances,gauge,,,,Number of times users entered the site through the content,1,hubspot_content_hub,Content Entrances,,
+hubspot.content_hub.content.exits,gauge,,,,Number of times users exited the site from the content,0,hubspot_content_hub,Content Exits,,
+hubspot.content_hub.content.exits_per_pageview,gauge,,,,Average number of exits per page view,0,hubspot_content_hub,Content Exits Per Pageview,,
+hubspot.content_hub.content.new_visitor_raw_views,gauge,,,,Total views by new visitors including duplicates,1,hubspot_content_hub,Content New Visitor Raw Views,,
+hubspot.content_hub.content.page_bounce_rate,gauge,,fraction,,Ratio of page bounces to entrances,-1,hubspot_content_hub,Content Page Bounce Rate,,
+hubspot.content_hub.content.page_bounces,gauge,,,,Number of page bounces,-1,hubspot_content_hub,Content Page Bounces,,
+hubspot.content_hub.content.page_time,gauge,,second,,Total time spent on the content page,1,hubspot_content_hub,Content Page Time,,
+hubspot.content_hub.content.raw_views,gauge,,,,Total number of content views including duplicates,1,hubspot_content_hub,Content Raw Views,,
+hubspot.content_hub.content.standard_views,gauge,,,,Views of standard pages or content,1,hubspot_content_hub,Content Standard Views,,
+hubspot.content_hub.content.time_per_pageview,gauge,,second,,Average time spent per page view,1,hubspot_content_hub,Content Time Per Pageview,,
\ No newline at end of file
diff --git a/hudi/CHANGELOG.md b/hudi/CHANGELOG.md
index b7d11cac69c84..2fbce75e93832 100644
--- a/hudi/CHANGELOG.md
+++ b/hudi/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.3.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/hudi/changelog.d/18207.added b/hudi/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hudi/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hudi/changelog.d/18580.removed b/hudi/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/hudi/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/hudi/changelog.d/18617.fixed b/hudi/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hudi/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hudi/datadog_checks/hudi/__about__.py b/hudi/datadog_checks/hudi/__about__.py
index 0791a0b0a54f2..57773e0f36fbd 100644
--- a/hudi/datadog_checks/hudi/__about__.py
+++ b/hudi/datadog_checks/hudi/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/hudi/tests/docker/docker-compose.yaml b/hudi/tests/docker/docker-compose.yaml
index 235a2b441c8f2..06dc9e17c2c3f 100644
--- a/hudi/tests/docker/docker-compose.yaml
+++ b/hudi/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # Adapted from https://github.com/big-data-europe/docker-spark/tree/master/template
 services:
   spark-app-hudi:
diff --git a/hyperv/CHANGELOG.md b/hyperv/CHANGELOG.md
index 67ced6c2cd7bb..b3d0b88b08508 100644
--- a/hyperv/CHANGELOG.md
+++ b/hyperv/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.11.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/hyperv/assets/dashboards/overview.json b/hyperv/assets/dashboards/overview.json
index efc227a6a5699..3d2ad01e4fc0b 100644
--- a/hyperv/assets/dashboards/overview.json
+++ b/hyperv/assets/dashboards/overview.json
@@ -1,280 +1,366 @@
 {
-  "title": "Hyper-V",
-  "description": "",
-  "widgets": [
-    {
-      "id": 0,
-      "definition": {
-        "type": "query_value",
-        "requests": [
-          {
-            "q": "avg:hyperv.hypervisor_logical_processor.total_run_time{$scope}",
-            "aggregator": "last",
-            "conditional_formats": [
-              {
-                "comparator": ">",
-                "value": 90,
-                "palette": "white_on_red"
-              },
-              {
-                "comparator": ">",
-                "value": 80,
-                "palette": "white_on_yellow"
-              },
-              {
-                "comparator": "<",
-                "value": 80,
-                "palette": "white_on_green"
-              }
-            ]
-          }
-        ],
-        "custom_links": [],
-        "title": "Logical Processor Total Runtime %",
-        "title_size": "16",
-        "title_align": "left",
-        "autoscale": true,
-        "precision": 2
-      },
-      "layout": {
-        "x": 19,
-        "y": 38,
-        "width": 23,
-        "height": 11
-      }
-    },
-    {
-      "id": 1,
-      "definition": {
-        "type": "toplist",
-        "requests": [
-          {
-            "q": "top(avg:hyperv.hypervisor_virtual_processor.total_run_time{$scope} by {instance}, 100, 'last', 'desc')",
-            "conditional_formats": [
-              {
-                "comparator": ">",
-                "value": 90,
-                "palette": "white_on_red"
-              },
-              {
-                "comparator": ">",
-                "value": 80,
-                "palette": "white_on_yellow"
-              },
-              {
-                "comparator": "<=",
-                "value": 80,
-                "palette": "white_on_green"
-              }
-            ],
-            "style": {
-              "palette": "dog_classic"
-            }
-          }
-        ],
-        "custom_links": [],
-        "title": "VMs by Virtual Processor Runtime",
-        "title_size": "13",
-        "title_align": "left",
-        "time": {
-          "live_span": "1m"
+    "author_name": "Datadog",
+    "description": "",
+    "layout_type": "free",
+    "template_variables": [
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "scope"
         }
-      },
-      "layout": {
-        "x": 1,
-        "y": 50,
-        "width": 41,
-        "height": 14
-      }
-    },
-    {
-      "id": 2,
-      "definition": {
-        "type": "timeseries",
-        "requests": [
-          {
-            "q": "avg:hyperv.hypervisor_logical_processor.total_run_time{$scope}",
-            "display_type": "line",
-            "style": {
-              "palette": "dog_classic",
-              "line_type": "solid",
-              "line_width": "normal"
+    ],
+    "title": "Hyper-V",
+    "widgets": [
+        {
+            "definition": {
+                "autoscale": true,
+                "custom_links": [],
+                "precision": 2,
+                "requests": [
+                    {
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "palette": "white_on_red",
+                                "value": 90
+                            },
+                            {
+                                "comparator": ">",
+                                "palette": "white_on_yellow",
+                                "value": 80
+                            },
+                            {
+                                "comparator": "<",
+                                "palette": "white_on_green",
+                                "value": 80
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "aggregator": "last",
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.hypervisor_logical_processor.total_run_time{$scope}"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "title": "Logical Processor Total Runtime %",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "query_value"
+            },
+            "id": 0,
+            "layout": {
+                "height": 11,
+                "width": 23,
+                "x": 19,
+                "y": 38
             }
-          }
-        ],
-        "custom_links": [],
-        "title": "CPU Usage by Physical Host",
-        "title_size": "16",
-        "title_align": "left",
-        "show_legend": true,
-        "legend_size": "0"
-      },
-      "layout": {
-        "x": 43,
-        "y": 38,
-        "width": 61,
-        "height": 26
-      }
-    },
-    {
-      "id": 3,
-      "definition": {
-        "type": "timeseries",
-        "requests": [
-          {
-            "q": "avg:hyperv.hypervisor_virtual_processor.total_run_time{$scope} by {instance}",
-            "display_type": "line",
-            "style": {
-              "palette": "dog_classic",
-              "line_type": "solid",
-              "line_width": "normal"
+        },
+        {
+            "definition": {
+                "custom_links": [],
+                "requests": [
+                    {
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "palette": "white_on_red",
+                                "value": 90
+                            },
+                            {
+                                "comparator": ">",
+                                "palette": "white_on_yellow",
+                                "value": 80
+                            },
+                            {
+                                "comparator": "<=",
+                                "palette": "white_on_green",
+                                "value": 80
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "aggregator": "last",
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.hypervisor_virtual_processor.total_run_time{$scope} by {instance}"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 100,
+                            "order_by": [
+                                {
+                                    "index": 0,
+                                    "order": "desc",
+                                    "type": "formula"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "dog_classic"
+                        }
+                    }
+                ],
+                "time": {
+                    "live_span": "1m"
+                },
+                "title": "VMs by Virtual Processor Runtime",
+                "title_align": "left",
+                "title_size": "13",
+                "type": "toplist"
+            },
+            "id": 1,
+            "layout": {
+                "height": 14,
+                "width": 41,
+                "x": 1,
+                "y": 50
             }
-          }
-        ],
-        "custom_links": [],
-        "yaxis": {
-          "min": "0",
-          "max": "100"
         },
-        "title": "CPU Usage by VM",
-        "title_size": "16",
-        "title_align": "left",
-        "show_legend": true,
-        "legend_size": "0"
-      },
-      "layout": {
-        "x": 43,
-        "y": 19,
-        "width": 61,
-        "height": 18
-      }
-    },
-    {
-      "id": 4,
-      "definition": {
-        "type": "query_value",
-        "requests": [
-          {
-            "q": "count:hyperv.hypervisor_logical_processor.guest_run_time{$scope,!instance:_total}",
-            "aggregator": "last"
-          }
-        ],
-        "custom_links": [],
-        "title": "Instance Count",
-        "title_size": "16",
-        "title_align": "left",
-        "time": {
-          "live_span": "1m"
+        {
+            "definition": {
+                "custom_links": [],
+                "legend_size": "0",
+                "requests": [
+                    {
+                        "display_type": "line",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.hypervisor_logical_processor.total_run_time{$scope}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "line_type": "solid",
+                            "line_width": "normal",
+                            "palette": "dog_classic"
+                        }
+                    }
+                ],
+                "show_legend": true,
+                "title": "CPU Usage by Physical Host",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "timeseries"
+            },
+            "id": 2,
+            "layout": {
+                "height": 26,
+                "width": 61,
+                "x": 43,
+                "y": 38
+            }
         },
-        "autoscale": true,
-        "precision": 2
-      },
-      "layout": {
-        "x": 1,
-        "y": 38,
-        "width": 17,
-        "height": 11
-      }
-    },
-    {
-      "id": 5,
-      "definition": {
-        "type": "image",
-        "url": "https://s25966.pcdn.co/hyper-v/wp-content/uploads/2017/12/5B5EFCA7-DF8C-4123-AF48-FA67F883AD2B.jpeg",
-        "sizing": "zoom"
-      },
-      "layout": {
-        "x": 1,
-        "y": 3,
-        "width": 41,
-        "height": 15
-      }
-    },
-    {
-      "id": 6,
-      "definition": {
-        "type": "query_value",
-        "requests": [
-          {
-            "q": "avg:hyperv.dynamic_memory_balancer.available_memory{$scope}",
-            "aggregator": "avg"
-          }
-        ],
-        "custom_links": [],
-        "title": "Average Available Memory (bytes)",
-        "title_size": "16",
-        "title_align": "left",
-        "autoscale": true,
-        "precision": 2
-      },
-      "layout": {
-        "x": 43,
-        "y": 3,
-        "width": 26,
-        "height": 15
-      }
-    },
-    {
-      "id": 7,
-      "definition": {
-        "type": "hostmap",
-        "requests": {
-          "fill": {
-            "q": "avg:hyperv.hypervisor_logical_processor.guest_run_time{*} by {host}"
-          }
+        {
+            "definition": {
+                "custom_links": [],
+                "legend_size": "0",
+                "requests": [
+                    {
+                        "display_type": "line",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.hypervisor_virtual_processor.total_run_time{$scope} by {instance}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "line_type": "solid",
+                            "line_width": "normal",
+                            "palette": "dog_classic"
+                        }
+                    }
+                ],
+                "show_legend": true,
+                "title": "CPU Usage by VM",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "timeseries",
+                "yaxis": {
+                    "max": "100",
+                    "min": "0"
+                }
+            },
+            "id": 3,
+            "layout": {
+                "height": 18,
+                "width": 61,
+                "x": 43,
+                "y": 19
+            }
         },
-        "custom_links": [],
-        "title": "CPU Usage by Physical Host",
-        "title_size": "16",
-        "title_align": "left",
-        "no_metric_hosts": false,
-        "no_group_hosts": true,
-        "group": [],
-        "style": {
-          "palette": "green_to_orange",
-          "palette_flip": false
-        }
-      },
-      "layout": {
-        "x": 1,
-        "y": 19,
-        "width": 41,
-        "height": 18
-      }
-    },
-    {
-      "id": 8,
-      "definition": {
-        "type": "toplist",
-        "requests": [
-          {
-            "q": "top(avg:hyperv.dynamic_memory_balancer.available_memory{$scope}, 10, 'mean', 'asc')",
-            "style": {
-              "palette": "dog_classic"
+        {
+            "definition": {
+                "autoscale": true,
+                "custom_links": [],
+                "precision": 2,
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "aggregator": "last",
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "count:hyperv.hypervisor_logical_processor.guest_run_time{$scope,!instance:_total}"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "time": {
+                    "live_span": "1m"
+                },
+                "title": "Instance Count",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "query_value"
+            },
+            "id": 4,
+            "layout": {
+                "height": 11,
+                "width": 17,
+                "x": 1,
+                "y": 38
+            }
+        },
+        {
+            "definition": {
+                "has_background": false,
+                "has_border": false,
+                "horizontal_align": "center",
+                "margin": "md",
+                "sizing": "cover",
+                "type": "image",
+                "url": "/static/images/logos/hyper-v_large.svg",
+                "url_dark_theme": "/static/images/logos/hyper-v_reversed_large.svg",
+                "vertical_align": "center"
+            },
+            "id": 5,
+            "layout": {
+                "height": 15,
+                "width": 41,
+                "x": 1,
+                "y": 3
             }
-          }
-        ],
-        "custom_links": [],
-        "title": "Least Available Memory by Host",
-        "title_size": "16",
-        "title_align": "left"
-      },
-      "layout": {
-        "x": 70,
-        "y": 3,
-        "width": 34,
-        "height": 15
-      }
-    }
-  ],
-  "template_variables": [
-    {
-      "name": "scope",
-      "default": "*",
-      "prefix": null
-    }
-  ],
-  "layout_type": "free",
-  "is_read_only": true,
-  "notify_list": []
-}
+        },
+        {
+            "definition": {
+                "autoscale": true,
+                "custom_links": [],
+                "precision": 2,
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "aggregator": "avg",
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.dynamic_memory_balancer.available_memory{$scope}"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "title": "Average Available Memory (bytes)",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "query_value"
+            },
+            "id": 6,
+            "layout": {
+                "height": 15,
+                "width": 26,
+                "x": 43,
+                "y": 3
+            }
+        },
+        {
+            "definition": {
+                "custom_links": [],
+                "group": [],
+                "no_group_hosts": true,
+                "no_metric_hosts": false,
+                "requests": {
+                    "fill": {
+                        "q": "avg:hyperv.hypervisor_logical_processor.guest_run_time{*} by {host}"
+                    }
+                },
+                "style": {
+                    "palette": "green_to_orange",
+                    "palette_flip": false
+                },
+                "title": "CPU Usage by Physical Host",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "hostmap"
+            },
+            "id": 7,
+            "layout": {
+                "height": 18,
+                "width": 41,
+                "x": 1,
+                "y": 19
+            }
+        },
+        {
+            "definition": {
+                "custom_links": [],
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "aggregator": "avg",
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:hyperv.dynamic_memory_balancer.available_memory{$scope}"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "index": 0,
+                                    "order": "asc",
+                                    "type": "formula"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "dog_classic"
+                        }
+                    }
+                ],
+                "title": "Least Available Memory by Host",
+                "title_align": "left",
+                "title_size": "16",
+                "type": "toplist"
+            },
+            "id": 8,
+            "layout": {
+                "height": 15,
+                "width": 34,
+                "x": 70,
+                "y": 3
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/hyperv/changelog.d/18207.added b/hyperv/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/hyperv/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/hyperv/changelog.d/18580.removed b/hyperv/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/hyperv/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/hyperv/changelog.d/18617.fixed b/hyperv/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/hyperv/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/hyperv/datadog_checks/hyperv/__about__.py b/hyperv/datadog_checks/hyperv/__about__.py
index 5d1f81de59f43..beaee23baf7e1 100644
--- a/hyperv/datadog_checks/hyperv/__about__.py
+++ b/hyperv/datadog_checks/hyperv/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/iam_access_analyzer/README.md b/iam_access_analyzer/README.md
index 9e4985f9b34f5..97355dd5464f5 100644
--- a/iam_access_analyzer/README.md
+++ b/iam_access_analyzer/README.md
@@ -48,6 +48,6 @@ This integration does not include any events.
 
 Need help? Contact [Datadog support][3].
 
-[1]: /logs/guide/forwarder/
+[1]: https://docs.datadoghq.com/logs/guide/forwarder/
 [2]: https://app.datadoghq.com/logs?query=source%3Aaccess-analyzer
 [3]: https://docs.datadoghq.com/help
diff --git a/ibm_ace/CHANGELOG.md b/ibm_ace/CHANGELOG.md
index 1485d7fc5b29e..5f134181fa122 100644
--- a/ibm_ace/CHANGELOG.md
+++ b/ibm_ace/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-04-26 / Agent 7.54.0
 
 ***Fixed***:
diff --git a/ibm_ace/changelog.d/18207.added b/ibm_ace/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ibm_ace/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ibm_ace/changelog.d/18580.removed b/ibm_ace/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ibm_ace/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ibm_ace/changelog.d/18617.fixed b/ibm_ace/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ibm_ace/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ibm_ace/datadog_checks/ibm_ace/__about__.py b/ibm_ace/datadog_checks/ibm_ace/__about__.py
index c1405a3ef0291..64950c8576fe1 100644
--- a/ibm_ace/datadog_checks/ibm_ace/__about__.py
+++ b/ibm_ace/datadog_checks/ibm_ace/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/ibm_ace/tests/docker/docker-compose.yaml b/ibm_ace/tests/docker/docker-compose.yaml
index 3bf3acc951a8b..3ad304ff84fdc 100644
--- a/ibm_ace/tests/docker/docker-compose.yaml
+++ b/ibm_ace/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # https://github.com/ot4i/ace-docker
 services:
   ibm-ace:
diff --git a/ibm_db2/CHANGELOG.md b/ibm_db2/CHANGELOG.md
index 22d474c39e148..0ba2aed87cfc2 100644
--- a/ibm_db2/CHANGELOG.md
+++ b/ibm_db2/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.1 / 2024-11-28
+
+***Fixed***:
+
+* Fixes 'unable to import module' on Windows ([#18908](https://github.com/DataDog/integrations-core/pull/18908))
+
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/ibm_db2/README.md b/ibm_db2/README.md
index 28bc4a5ecabf2..e3b6da599a8a2 100644
--- a/ibm_db2/README.md
+++ b/ibm_db2/README.md
@@ -19,7 +19,7 @@ The [ibm_db][4] client library is required. To install it, ensure you have a wor
 ##### Unix
 
 ```text
-sudo -Hu dd-agent /opt/datadog-agent/embedded/bin/pip install ibm_db==3.1.0
+sudo -Hu dd-agent /opt/datadog-agent/embedded/bin/pip install ibm_db==3.2.3
 ```
 
 Note: If you are on an Agent running Python 2, use `ibm_db==3.0.1` instead of `ibm_db=3.1.0`.
@@ -38,10 +38,16 @@ For Agent versions >= 6.12 and < 7.0:
 "C:\Program Files\Datadog\Datadog Agent\embedded<PYTHON_MAJOR_VERSION>\python.exe" -m pip install ibm_db==3.0.1
 ```
 
-For Agent versions >= 7.0:
+For Agent versions >= 7.0 and < 7.58:
 
 ```text
-"C:\Program Files\Datadog\Datadog Agent\embedded3\python.exe" -m pip install ibm_db==3.2.2
+"C:\Program Files\Datadog\Datadog Agent\embedded3\python.exe" -m pip install ibm_db==3.1.4
+```
+
+For Agent versions >= 7.58:
+
+```text
+"C:\Program Files\Datadog\Datadog Agent\embedded3\python.exe" -m pip install ibm_db==3.2.3
 ```
 
 On Linux there may be need for XML functionality. If you encounter errors during
@@ -49,7 +55,7 @@ the build process, install `libxslt-dev` (or `libxslt-devel` for RPM).
 
 #### Enable monitoring
 
-The IBM Db2 integration pulls data using the following table functions: 
+The IBM Db2 integration pulls data using the following table functions:
 * `MON_GET_TABLESPACE`
 * `MON_GET_TRANSACTION_LOG`
 * `MON_GET_BUFFERPOOL`
@@ -63,7 +69,7 @@ To monitor a Db2 instance, create a Db2 user with either the `EXECUTE` permissio
 * `DBADM` authority
 * `SQLADM` authority
 
-To monitor the health of an instance, its associated databases, and database objects, enable the database system monitor switches for each of the objects you want to monitor: 
+To monitor the health of an instance, its associated databases, and database objects, enable the database system monitor switches for each of the objects you want to monitor:
 * Statement
 * Lock
 * Tables
diff --git a/ibm_db2/changelog.d/18207.added b/ibm_db2/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ibm_db2/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ibm_db2/changelog.d/18580.removed b/ibm_db2/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ibm_db2/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ibm_db2/changelog.d/18617.fixed b/ibm_db2/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ibm_db2/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ibm_db2/datadog_checks/ibm_db2/__about__.py b/ibm_db2/datadog_checks/ibm_db2/__about__.py
index f046338059ddf..59269a7bb5672 100644
--- a/ibm_db2/datadog_checks/ibm_db2/__about__.py
+++ b/ibm_db2/datadog_checks/ibm_db2/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.1'
diff --git a/ibm_db2/datadog_checks/ibm_db2/ibm_db2.py b/ibm_db2/datadog_checks/ibm_db2/ibm_db2.py
index 455c020153df2..c46f65aeef75a 100644
--- a/ibm_db2/datadog_checks/ibm_db2/ibm_db2.py
+++ b/ibm_db2/datadog_checks/ibm_db2/ibm_db2.py
@@ -6,11 +6,21 @@
 from itertools import chain
 from time import time as timestamp
 
-import ibm_db
 from requests import ConnectionError
 
 from datadog_checks.base import AgentCheck, is_affirmative
 from datadog_checks.base.utils.containers import iter_unique
+from datadog_checks.base.utils.platform import Platform
+
+if Platform.is_windows():
+    # After installing ibm_db, dll path of dependent library of clidriver must be set before importing the module
+    # Ref: https://github.com/ibmdb/python-ibmdb/#installation
+    import os
+
+    embedded_lib = os.path.dirname(os.path.abspath(os.__file__))
+    os.add_dll_directory(os.path.join(embedded_lib, 'site-packages', 'clidriver', 'bin'))
+
+import ibm_db
 
 from . import queries
 from .utils import get_version, scrub_connection_string, status_to_service_check
diff --git a/ibm_db2/tests/common.py b/ibm_db2/tests/common.py
index fee5deb16b73e..727f5bfda05f0 100644
--- a/ibm_db2/tests/common.py
+++ b/ibm_db2/tests/common.py
@@ -32,6 +32,6 @@
     'start_commands': [
         'apt-get update',
         'apt-get install -y build-essential libxslt-dev',
-        'pip install -r /dev/requirements.txt',
+        'pip install ibm_db==3.2.3',
     ],
 }
diff --git a/ibm_db2/tests/docker/docker-compose.yaml b/ibm_db2/tests/docker/docker-compose.yaml
index f46e2be7aaf53..6c377329e622a 100644
--- a/ibm_db2/tests/docker/docker-compose.yaml
+++ b/ibm_db2/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
 
   ibm_db2:
diff --git a/ibm_db2/tests/docker/requirements.txt b/ibm_db2/tests/docker/requirements.txt
deleted file mode 100644
index 522a2430472d5..0000000000000
--- a/ibm_db2/tests/docker/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-ibm_db==3.0.1; python_version < "3.0" 
-ibm_db==3.2.3; python_version > "3.0"
diff --git a/ibm_i/CHANGELOG.md b/ibm_i/CHANGELOG.md
index ec90a694317c2..5d0788a96cf26 100644
--- a/ibm_i/CHANGELOG.md
+++ b/ibm_i/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.0 / 2024-02-16 / Agent 7.52.0
 
 ***Added***:
diff --git a/ibm_i/changelog.d/18207.added b/ibm_i/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ibm_i/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ibm_i/changelog.d/18580.removed b/ibm_i/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ibm_i/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ibm_i/changelog.d/18617.fixed b/ibm_i/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ibm_i/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ibm_i/datadog_checks/ibm_i/__about__.py b/ibm_i/datadog_checks/ibm_i/__about__.py
index 0791a0b0a54f2..57773e0f36fbd 100644
--- a/ibm_i/datadog_checks/ibm_i/__about__.py
+++ b/ibm_i/datadog_checks/ibm_i/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/ibm_mq/CHANGELOG.md b/ibm_mq/CHANGELOG.md
index 4ff12fcea8653..aea1f33056f3d 100644
--- a/ibm_mq/CHANGELOG.md
+++ b/ibm_mq/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 6.4.0 / 2024-09-05
diff --git a/ibm_mq/README.md b/ibm_mq/README.md
index 8bb80e851e4cd..e301efa22d713 100644
--- a/ibm_mq/README.md
+++ b/ibm_mq/README.md
@@ -139,6 +139,13 @@ Configure the environment variable `MQ_FILE_PATH`, to point at the data director
 
 There are many ways to set up permissions in IBM MQ. Depending on how your setup works, create a `datadog` user within MQ with read only permissions and, optionally, `+chg` permissions. `+chg` permissions are required to collect metrics for [reset queue statistics][14] (`MQCMD_RESET_Q_STATS`). If you do not wish to collect these metrics you can disable `collect_reset_queue_metrics` on the configuration. Collecting reset queue statistics performance data will also reset the performance data.
 
+The example below sets the required permissions on the queue manager `QM1` for the `mqclient` group, the group the `datadog` user is using to execute commands. You can use wildcards to grant permissions to many queues at once.
+
+{{< code-block lang="shell" >}}
+setmqaut -m QM1 -n SYSTEM.ADMIN.COMMAND.QUEUE -t queue -g mqclient +dsp +inq +get +put
+setmqaut -m QM1 -n SYSTEM.MQEXPLORER.REPLY.MODEL -t queue -g mqclient +dsp +inq +get +put
+{{< /code-block >}}
+
 **Note**: "Queue Monitoring" must be enabled on the MQ server and set to at least "Medium". This can be done using the MQ UI or with an `mqsc` command in the server's host:
 
 ```text
diff --git a/ibm_mq/changelog.d/18207.added b/ibm_mq/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ibm_mq/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ibm_mq/changelog.d/18580.removed b/ibm_mq/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ibm_mq/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ibm_mq/changelog.d/18617.fixed b/ibm_mq/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ibm_mq/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ibm_mq/datadog_checks/ibm_mq/__about__.py b/ibm_mq/datadog_checks/ibm_mq/__about__.py
index 3134ece129a2d..03958a8f1be6b 100644
--- a/ibm_mq/datadog_checks/ibm_mq/__about__.py
+++ b/ibm_mq/datadog_checks/ibm_mq/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '7.0.0'
+__version__ = '8.0.0'
diff --git a/ibm_mq/datadog_checks/ibm_mq/process_matcher.py b/ibm_mq/datadog_checks/ibm_mq/process_matcher.py
index 083a108cf4295..1c4f5bc40cfaa 100644
--- a/ibm_mq/datadog_checks/ibm_mq/process_matcher.py
+++ b/ibm_mq/datadog_checks/ibm_mq/process_matcher.py
@@ -17,8 +17,7 @@ def join_command_args(command_args):
     import shlex
 
     def join_command_args(command_args):
-        # TODO: when we drop Python 2 use `shlex.join`
-        return ' '.join(shlex.quote(arg) for arg in command_args)
+        return shlex.join(shlex.quote(arg) for arg in command_args)
 
 
 class QueueManagerProcessMatcher(ConditionLimiter):
diff --git a/ibm_was/CHANGELOG.md b/ibm_was/CHANGELOG.md
index 64a4f1dea5260..af40b435fa179 100644
--- a/ibm_was/CHANGELOG.md
+++ b/ibm_was/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Bump lxml version for py3.12 E2E tests ([#18637](https://github.com/DataDog/integrations-core/pull/18637))
 
 ## 3.3.2 / 2024-08-28 / Agent 7.57.0
diff --git a/ibm_was/changelog.d/18207.added b/ibm_was/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ibm_was/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ibm_was/changelog.d/18580.removed b/ibm_was/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ibm_was/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ibm_was/changelog.d/18617.fixed b/ibm_was/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ibm_was/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ibm_was/datadog_checks/ibm_was/__about__.py b/ibm_was/datadog_checks/ibm_was/__about__.py
index 741960d95510d..56b7f4776acbd 100644
--- a/ibm_was/datadog_checks/ibm_was/__about__.py
+++ b/ibm_was/datadog_checks/ibm_was/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/ibm_was/tests/docker/docker-compose.yaml b/ibm_was/tests/docker/docker-compose.yaml
index cf38aea05438f..612fd311acb29 100644
--- a/ibm_was/tests/docker/docker-compose.yaml
+++ b/ibm_was/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   ibm_was:
     container_name: ibm_was
diff --git a/ignite/CHANGELOG.md b/ignite/CHANGELOG.md
index 922182763d44b..a3d477413991b 100644
--- a/ignite/CHANGELOG.md
+++ b/ignite/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.4.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/ignite/changelog.d/18207.added b/ignite/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ignite/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ignite/changelog.d/18617.fixed b/ignite/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ignite/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ignite/datadog_checks/ignite/__about__.py b/ignite/datadog_checks/ignite/__about__.py
index 32b388c31505f..083108faeecf1 100644
--- a/ignite/datadog_checks/ignite/__about__.py
+++ b/ignite/datadog_checks/ignite/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/iis/CHANGELOG.md b/iis/CHANGELOG.md
index 1b1cb60f30a4a..7d122302a165e 100644
--- a/iis/CHANGELOG.md
+++ b/iis/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/iis/changelog.d/18207.added b/iis/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/iis/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/iis/changelog.d/18580.removed b/iis/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/iis/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/iis/changelog.d/18617.fixed b/iis/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/iis/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/iis/datadog_checks/iis/__about__.py b/iis/datadog_checks/iis/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/iis/datadog_checks/iis/__about__.py
+++ b/iis/datadog_checks/iis/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/impala/CHANGELOG.md b/impala/CHANGELOG.md
index e1ef71e3b21f6..fdbd196d6633b 100644
--- a/impala/CHANGELOG.md
+++ b/impala/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/impala/changelog.d/18207.added b/impala/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/impala/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/impala/changelog.d/18617.fixed b/impala/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/impala/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/impala/datadog_checks/impala/__about__.py b/impala/datadog_checks/impala/__about__.py
index c1405a3ef0291..00d8d3e916500 100644
--- a/impala/datadog_checks/impala/__about__.py
+++ b/impala/datadog_checks/impala/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/incident_io/CHANGELOG.md b/incident_io/CHANGELOG.md
new file mode 100644
index 0000000000000..6c70307097c31
--- /dev/null
+++ b/incident_io/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - incident.io
+
+## 1.0.0 / 2024-09-04
+
+***Added***:
+
+* Initial Release
diff --git a/incident_io/README.md b/incident_io/README.md
new file mode 100644
index 0000000000000..25710632c5bd2
--- /dev/null
+++ b/incident_io/README.md
@@ -0,0 +1,53 @@
+# Incident IO
+
+## Overview
+
+[incident.io][1] helps companies declare, collaborate, communicate around, and learn from events that disturb their normal course of business-from critical infrastructure being down, to data breaches and security incidents. It is a service that helps teams manage incidents and outages effectively. It typically provides features like incident reporting, tracking, and resolution workflows.
+
+Integrate your incident.io account with Datadog to gain insights into incident-related activities.
+
+## Setup
+
+Follow the instructions below to configure this integration for incident.io incident events through a Webhook.
+
+### Configuration
+
+#### Webhook configuration
+Configure the Datadog endpoint to forward events of incident.io incidents as logs to Datadog. For more details, see the incident.io [webhooks][2] documentation.
+
+1. Select an existing API key or create a new one by clicking one of the buttons below: <!-- UI Component to be added by Datadog team -->
+2. Log in to your [incident.io account][3] as org owner.
+3. Go to **Settings > Webhooks**.
+4. Click **Add Endpoint**.
+5. Fill in the webhook URL that you generated in step 1.
+6. Select the type of incident events that you want to push to Datadog under the **Subscribe to events** section.
+7. Click **Create**.
+
+## Data Collected
+
+### Logs
+The incident.io integration ingests the following logs:
+- Public incident event logs
+- Private incident event logs
+- Action and follow up event logs 
+
+### Metrics
+
+incident.io does not include any metrics.
+
+### Service Checks
+
+incident.io does not include any service checks.
+
+### Events
+
+incident.io does not include any events.
+
+## Support
+
+Need help? Contact [Datadog support][4].
+
+[1]: https://incident.io/
+[2]: https://api-docs.incident.io/tag/Webhooks/
+[3]: https://app.incident.io/
+[4]: https://docs.datadoghq.com/help/
diff --git a/incident_io/assets/dashboards/incident-io_incidents_overview.json b/incident_io/assets/dashboards/incident-io_incidents_overview.json
new file mode 100644
index 0000000000000..3666e76b94757
--- /dev/null
+++ b/incident_io/assets/dashboards/incident-io_incidents_overview.json
@@ -0,0 +1,1781 @@
+{
+    "title": "incident.io - Incidents Overview",
+    "description": "This Dashboard provides a comprehensive analysis of the incident and related action events captured by the incident.io platform.",
+    "widgets": [
+        {
+            "id": 1518895593097762,
+            "definition": {
+                "type": "image",
+                "url": "https://downloads.intercomcdn.com/i/o/503073/ed3d1b92be456c5902b5032c/fe0c0b232c0b2f7c26a90fb7e909906a.png",
+                "url_dark_theme": "https://downloads.intercomcdn.com/i/o/503070/5d856d8f142f6a13bb41961f/20f44f9c4039ae70e941295ab1bacfb0.png",
+                "sizing": "contain",
+                "has_background": true,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 2
+            }
+        },
+        {
+            "id": 469307178218380,
+            "definition": {
+                "title": "Monitors Summary",
+                "background_color": "orange",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1984486725292268,
+                        "definition": {
+                            "title": "Monitors Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:integration:incident-io",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 6
+            }
+        },
+        {
+            "id": 8294840318613716,
+            "definition": {
+                "type": "note",
+                "content": "[incident.io](https://incident.io/) helps companies declare, collaborate, communicate around and learn from events that disturb their normal course of business - from critical infrastructure being down, to data breaches and security incidents.\n\nThis Dashboard provides a comprehensive analysis of the incident and related action events captured by the incident.io platform.\n\nFor more information, see the [incident.io integration documentation](https://docs.datadoghq.com/integrations/incident_io).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets & visualizations.\n\nNote: The widgets shows data for public incidents, there is a separate widgets group below for data about private incidents.",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": true,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 3380593337757964,
+            "definition": {
+                "title": "Incidents Creation Overview",
+                "background_color": "yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5739633356894616,
+                        "definition": {
+                            "title": "Total Incidents Created",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard $Incident_Name $Incident_Number $Incident_ID $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3764410380418262,
+                        "definition": {
+                            "title": "Incidents Created over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.severity.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard $Incident_Name $Incident_Number $Incident_ID $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5913500781556086,
+                        "definition": {
+                            "title": "Incidents Created by Severity",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.severity.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard $Incident_Name $Incident_Number $Incident_ID $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 5,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8765785135309716,
+                        "definition": {
+                            "title": "Incidents Created by Type",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.incident_type.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard $Incident_Name $Incident_Number $Incident_ID $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 5,
+                            "y": 4,
+                            "width": 7,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3249402754009924,
+                        "definition": {
+                            "title": "Incidents Created by Mode",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.mode",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident.incident_created_v2 $Incident_Name $Incident_Number $Incident_ID $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 5,
+                            "height": 4
+                        }
+                    },
+                    {
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+                        "id": 6102728661143222,
+                        "definition": {
+                            "title": "Incident Event Distribution",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@evt.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:public_incident* $Incident_Name $Incident_Number $Incident_ID $Event_Name $Incident_Type"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 356594245288934,
+                        "definition": {
+                            "title": "Incident Event List",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:incident-io @evt.name:public_incident* $Incident_Number $Incident_Name $Incident_ID $Event_Name $Incident_Type",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "column": "service",
+                                            "order": "asc"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@evt.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@data.incident_id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@data.reference",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@data.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 19,
+                "width": 12,
+                "height": 1
+            }
+        },
+        {
+            "id": 7370567282398654,
+            "definition": {
+                "title": "Private Incidents Overview",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3651491400255598,
+                        "definition": {
+                            "title": "Private Incidents Created",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident.incident_created_v2 $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 84982595154218,
+                        "definition": {
+                            "title": "Private Incident Memberships Granted",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident.membership_granted_v1 $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1552053882217154,
+                        "definition": {
+                            "title": "Private Incident Memberships Revoked",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident.membership_revoked_v1 $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7646106588141248,
+                        "definition": {
+                            "title": "Private Incidents Created over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Private Incidents",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident.incident_created_v2 $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7342097599793132,
+                        "definition": {
+                            "title": "Total Private Incident Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident* $Event_Name $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#c9e5ff"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7815374766375820,
+                        "definition": {
+                            "title": "Private Incident Event Distribution",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@evt.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:incident-io @evt.name:private_incident* $Event_Name $Incident_ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 7,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1658031534433904,
+                        "definition": {
+                            "title": "Private Incident Event List",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:incident-io @evt.name:private_incident* $Event_Name $Incident_ID",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@evt.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@data.incident_id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 20,
+                "width": 12,
+                "height": 1
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Incident_Name",
+            "prefix": "@data.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Incident_Number",
+            "prefix": "@data.reference",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Incident_Type",
+            "prefix": "@data.incident_type.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Incident_ID",
+            "prefix": "@data.incident_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Event_Name",
+            "prefix": "@evt.name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
diff --git a/incident_io/assets/incident_io.svg b/incident_io/assets/incident_io.svg
new file mode 100644
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+++ b/incident_io/assets/incident_io.svg
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diff --git a/incident_io/assets/logs/incident-io.yaml b/incident_io/assets/logs/incident-io.yaml
new file mode 100644
index 0000000000000..28de5841bb8a6
--- /dev/null
+++ b/incident_io/assets/logs/incident-io.yaml
@@ -0,0 +1,184 @@
+id: incident-io
+metric_id: incident-io
+backend_only: false
+facets:
+  - groups:
+      - Event
+    name: Event Name
+    path: evt.name
+    source: log
+pipeline:
+  type: pipeline
+  name: incident.io
+  enabled: true
+  filter:
+    query: "source:incident-io"
+  processors:
+    - type: attribute-remapper
+      name: Map `event_type` to `evt.name`
+      enabled: true
+      sources:
+        - event_type
+      sourceType: attribute
+      target: evt.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `private_incident.action_created_v1`, `private_incident.action_updated_v1`, `private_incident.follow_up_created_v1`, `private_incident.follow_up_updated_v1`, `private_incident.incident_created_v2`, `private_incident.incident_updated_v2`, `private_incident.membership_granted_v1`, `private_incident.membership_revoked_v1`, `public_incident.action_created_v1`, `public_incident.action_updated_v1`, `public_incident.follow_up_created_v1`, `public_incident.follow_up_updated_v1`, `public_incident.incident_created_v2`, `public_incident.incident_status_updated_v2`, `public_incident.incident_updated_v2` to `data`
+      enabled: true
+      sources:
+        - private_incident.action_created_v1
+        - private_incident.action_updated_v1
+        - private_incident.follow_up_created_v1
+        - private_incident.follow_up_updated_v1
+        - private_incident.incident_created_v2
+        - private_incident.incident_updated_v2
+        - private_incident.membership_granted_v1
+        - private_incident.membership_revoked_v1
+        - public_incident.action_created_v1
+        - public_incident.action_updated_v1
+        - public_incident.follow_up_created_v1
+        - public_incident.follow_up_updated_v1
+        - public_incident.incident_created_v2
+        - public_incident.incident_status_updated_v2
+        - public_incident.incident_updated_v2
+      sourceType: attribute
+      target: data
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: pipeline
+      name: Creation Events
+      enabled: true
+      filter:
+        query: "@evt.name:(public_incident.action_created_v1 OR
+          public_incident.follow_up_created_v1)"
+      processors:
+        - type: date-remapper
+          name: Define `data.created_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.created_at
+    - type: pipeline
+      name: Update Events
+      enabled: true
+      filter:
+        query: "@evt.name:(public_incident.action_updated_v1 OR
+          public_incident.follow_up_updated_v1)"
+      processors:
+        - type: date-remapper
+          name: Define `data.updated_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.updated_at
+    - type: pipeline
+      name: Incident Created Event
+      enabled: true
+      filter:
+        query: "@evt.name:public_incident.incident_created_v2"
+      processors:
+        - type: date-remapper
+          name: Define `data.created_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.created_at
+        - type: attribute-remapper
+          name: Map `data.id` to `data.incident_id`
+          enabled: true
+          sources:
+            - data.id
+          sourceType: attribute
+          target: data.incident_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Incident Updated Event
+      enabled: true
+      filter:
+        query: "@evt.name:public_incident.incident_updated_v2"
+      processors:
+        - type: date-remapper
+          name: Define `data.updated_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.updated_at
+        - type: attribute-remapper
+          name: Map `data.id` to `data.incident_id`
+          enabled: true
+          sources:
+            - data.id
+          sourceType: attribute
+          target: data.incident_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Incident Status Update Event
+      enabled: true
+      filter:
+        query: "@evt.name:public_incident.incident_status_updated_v2"
+      processors:
+        - type: date-remapper
+          name: Define `data.incident.updated_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.incident.updated_at
+        - type: attribute-remapper
+          name: Map `data.incident.name` to `data.name`
+          enabled: true
+          sources:
+            - data.incident.name
+          sourceType: attribute
+          target: data.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.incident.reference` to `data.reference`
+          enabled: true
+          sources:
+            - data.incident.reference
+          sourceType: attribute
+          target: data.reference
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.incident.id` to `data.incident_id`
+          enabled: true
+          sources:
+            - data.incident.id
+          sourceType: attribute
+          target: data.incident_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.incident.incident_type.name` to `data.incident_type.name`
+          enabled: true
+          sources:
+            - data.incident.incident_type.name
+          sourceType: attribute
+          target: data.incident_type.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Private Incident Events
+      enabled: true
+      filter:
+        query: "@evt.name:(private_incident.incident_created_v2 OR
+          private_incident.incident_updated_v2)"
+      processors:
+        - type: attribute-remapper
+          name: Map `data.id` to `data.incident_id`
+          enabled: true
+          sources:
+            - data.id
+          sourceType: attribute
+          target: data.incident_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
diff --git a/incident_io/assets/logs/incident-io_tests.yaml b/incident_io/assets/logs/incident-io_tests.yaml
new file mode 100644
index 0000000000000..c022530c5c2a1
--- /dev/null
+++ b/incident_io/assets/logs/incident-io_tests.yaml
@@ -0,0 +1,2075 @@
+id: incident-io
+tests:
+  - sample: |-
+      {
+        "event_type": "private_incident.membership_granted_v1",
+        "private_incident.membership_granted_v1": {
+          "actor_user_id": "01J3YKXNGGK7WRP6GC8HCS7HDE",
+          "incident_id": "01J6HHRHHAM2Q0FZV2WSGXTRXD",
+          "user_id": "01J3YKTARC4X290M9C6DMH5SXQ"
+        }
+      }
+    result:
+      custom:
+        data:
+          actor_user_id: "01J3YKXNGGK7WRP6GC8HCS7HDE"
+          incident_id: "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+          user_id: "01J3YKTARC4X290M9C6DMH5SXQ"
+        evt:
+          name: "private_incident.membership_granted_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.membership_granted_v1",
+          "private_incident" : {
+            "membership_granted_v1" : {
+              "actor_user_id" : "01J3YKXNGGK7WRP6GC8HCS7HDE",
+              "incident_id" : "01J6HHRHHAM2Q0FZV2WSGXTRXD",
+              "user_id" : "01J3YKTARC4X290M9C6DMH5SXQ"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.incident_created_v2",
+        "private_incident.incident_created_v2": {
+          "id": "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+        }
+      }
+    result:
+      custom:
+        data:
+          incident_id: "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+        evt:
+          name: "private_incident.incident_created_v2"
+      message: |-
+        {
+          "event_type" : "private_incident.incident_created_v2",
+          "private_incident" : {
+            "incident_created_v2" : {
+              "id" : "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.incident_updated_v2",
+        "private_incident.incident_updated_v2": {
+          "id": "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+        }
+      }
+    result:
+      custom:
+        data:
+          incident_id: "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+        evt:
+          name: "private_incident.incident_updated_v2"
+      message: |-
+        {
+          "event_type" : "private_incident.incident_updated_v2",
+          "private_incident" : {
+            "incident_updated_v2" : {
+              "id" : "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.action_created_v1",
+        "private_incident.action_created_v1": {
+          "id": "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        }
+      }
+    result:
+      custom:
+        data:
+          id: "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        evt:
+          name: "private_incident.action_created_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.action_created_v1",
+          "private_incident" : {
+            "action_created_v1" : {
+              "id" : "01J6HJ5GY42BW16EGDKBAQ8MM5"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.action_updated_v1",
+        "private_incident.action_updated_v1": {
+          "id": "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        }
+      }
+    result:
+      custom:
+        data:
+          id: "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        evt:
+          name: "private_incident.action_updated_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.action_updated_v1",
+          "private_incident" : {
+            "action_updated_v1" : {
+              "id" : "01J6HJ5GY42BW16EGDKBAQ8MM5"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.follow_up_created_v1",
+        "private_incident.follow_up_created_v1": {
+          "id": "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        }
+      }
+    result:
+      custom:
+        data:
+          id: "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        evt:
+          name: "private_incident.follow_up_created_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.follow_up_created_v1",
+          "private_incident" : {
+            "follow_up_created_v1" : {
+              "id" : "01J6HJ5GY42BW16EGDKBAQ8MM5"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.follow_up_updated_v1",
+        "private_incident.follow_up_updated_v1": {
+          "id": "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        }
+      }
+    result:
+      custom:
+        data:
+          id: "01J6HJ5GY42BW16EGDKBAQ8MM5"
+        evt:
+          name: "private_incident.follow_up_updated_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.follow_up_updated_v1",
+          "private_incident" : {
+            "follow_up_updated_v1" : {
+              "id" : "01J6HJ5GY42BW16EGDKBAQ8MM5"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "private_incident.membership_revoked_v1",
+        "private_incident.membership_revoked_v1": {
+          "actor_user_id": "01J3YKXNGGK7WRP6GC8HCS7HDE",
+          "incident_id": "01J6HHRHHAM2Q0FZV2WSGXTRXD",
+          "user_id": "01J3YKTARC4X290M9C6DMH5SXQ"
+        }
+      }
+    result:
+      custom:
+        data:
+          actor_user_id: "01J3YKXNGGK7WRP6GC8HCS7HDE"
+          incident_id: "01J6HHRHHAM2Q0FZV2WSGXTRXD"
+          user_id: "01J3YKTARC4X290M9C6DMH5SXQ"
+        evt:
+          name: "private_incident.membership_revoked_v1"
+      message: |-
+        {
+          "event_type" : "private_incident.membership_revoked_v1",
+          "private_incident" : {
+            "membership_revoked_v1" : {
+              "actor_user_id" : "01J3YKXNGGK7WRP6GC8HCS7HDE",
+              "incident_id" : "01J6HHRHHAM2Q0FZV2WSGXTRXD",
+              "user_id" : "01J3YKTARC4X290M9C6DMH5SXQ"
+            }
+          }
+        }
+      tags:
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+        "event_type": "public_incident.incident_created_v2",
+        "public_incident.incident_created_v2": {
+          "created_at": "2024-09-06T06:20:57.746Z",
+          "creator": {
+            "user": {
+              "email": "abc@xyz.com",
+              "id": "01J3YKTARC4X290M9C6DMH5SXQ",
+              "name": "Abc Xyz",
+              "role": "responder",
+              "slack_user_id": "U07EFGXB0RG"
+            }
+          },
+          "custom_field_entries": [],
+          "duration_metrics": [
+            {
+              "duration_metric": {
+                "id": "01J3YK88SMZXRBCKNP1VZCW5QJ",
+                "name": "Incident duration"
+              }
+            }
+          ],
+          "id": "01J72ZWE0KCH7X9N1MVNQAEG0M",
+          "incident_role_assignments": [
+            {
+              "role": {
+                "created_at": "2024-07-29T06:36:11.05Z",
+                "description": "The person currently coordinating the incident, tasked with driving it to resolution and ensuring clear internal and external communication with stakeholders and customers.",
+                "id": "01J3YK88SM4ZPEFD7DBD99AZMH",
+                "instructions": "- Make sure it’s clear who is doing what, and that people are working together effectively\n- Ensure everybody has what they need, and any blockers are flagged quickly\n- Provide regular, clear updates for stakeholders to let them know what’s happening",
+                "name": "Incident Lead",
+                "required": false,
+                "role_type": "lead",
+                "shortform": "lead",
+                "updated_at": "2024-07-29T06:36:11.05Z"
+              }
+            },
+            {
+              "assignee": {
+                "email": "abc@xyz.com",
+                "id": "01J3YKTARC4X290M9C6DMH5SXQ",
+                "name": "Abc Xyz",
+                "role": "responder",
+                "slack_user_id": "U07EFGXB0RG"
+              },
+              "role": {
+                "created_at": "2024-07-29T06:36:11.059Z",
+                "description": "The person who reported the incident",
+                "id": "01J3YK88SMCYF5EZTZXEWR10SY",
+                "instructions": "",
+                "name": "Reporter",
+                "required": false,
+                "role_type": "reporter",
+                "shortform": "",
+                "updated_at": "2024-07-29T06:36:11.059Z"
+              }
+            }
+          ],
+          "incident_status": {
+            "category": "live",
+            "created_at": "2024-07-29T06:36:11.002Z",
+            "description": "We've spotted that something is wrong, but we're not quite sure why yet.",
+            "id": "01J3YK88SM4T78W50CBRXTDGZ2",
+            "name": "Investigating",
+            "rank": 1,
+            "updated_at": "2024-09-03T09:23:33.932Z"
+          },
+          "incident_timestamp_values": [
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMHCZP2N61X3CKXXHC",
+                "name": "Reported at",
+                "rank": 0
+              },
+              "value": {
+                "value": "2024-09-06T06:20:57.746Z"
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMBY1C64HY6GC1K31G",
+                "name": "Accepted at",
+                "rank": 1
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SM30DMPH20BWC2ED7Z",
+                "name": "Declined at",
+                "rank": 2
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMP82Y4N3ETRBB8E7Q",
+                "name": "Merged at",
+                "rank": 3
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMRYPJGRRT198M1CW8",
+                "name": "Canceled at",
+                "rank": 4
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMXEVDXW99KWD0WJXD",
+                "name": "Resolved at",
+                "rank": 5
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMF68KZ9S8GPRS4KVK",
+                "name": "Impact started at",
+                "rank": 6
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMZSGBVHSJHZTGQM8W",
+                "name": "Identified at",
+                "rank": 7
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMM4NEQ5ZYBRRJA6SN",
+                "name": "Fixed at",
+                "rank": 8
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMKST7DFV9PK1492GX",
+                "name": "Documented at",
+                "rank": 9
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SM7NKF2WEKXSN4SSKV",
+                "name": "Reviewed at",
+                "rank": 10
+              }
+            },
+            {
+              "incident_timestamp": {
+                "id": "01J3YK88SMRJAD2NGEXAMHARNA",
+                "name": "Closed at",
+                "rank": 11
+              }
+            }
+          ],
+          "incident_type": {
+            "create_in_triage": "optional",
+            "created_at": "2024-09-03T10:56:41.424Z",
+            "description": "testing multiple incident types",
+            "id": "01J6VRF4Y5ASYFE37BCAA2DYS1",
+            "is_default": false,
+            "name": "Production Outages",
+            "private_incidents_only": false,
+            "updated_at": "2024-09-03T10:56:41.424Z"
+          },
+          "mode": "standard",
+          "name": "critical creation",
+          "permalink": "https://app.incident.io/org-name/incidents/01J72ZWE0KCH7X9N1MVNQAEG0M",
+          "reference": "INC-48",
+          "severity": {
+            "created_at": "2024-07-29T06:36:10.96Z",
+            "description": "Issues causing very high impact to customers. Immediate response is required. Examples include a full outage, or a data breach.",
+            "id": "01J3YK88SMZZXN7EXW1KYR19ER",
+            "name": "Critical",
+            "rank": 3,
+            "updated_at": "2024-09-03T09:17:40.382Z"
+          },
+          "slack_channel_id": "C07KT1N3ATH",
+          "slack_channel_name": "inc-2024-09-06-critical-creation",
+          "slack_team_id": "T07E0UV0N4F",
+          "updated_at": "2024-09-06T06:20:58.295Z",
+          "visibility": "public"
+        }
+      }
+    result:
+      custom:
+        data:
+          created_at: "2024-09-06T06:20:57.746Z"
+          creator:
+            user:
+              email: "abc@xyz.com"
+              id: "01J3YKTARC4X290M9C6DMH5SXQ"
+              name: "Abc Xyz"
+              role: "responder"
+              slack_user_id: "U07EFGXB0RG"
+          duration_metrics:
+            -
+              duration_metric:
+                name: "Incident duration"
+                id: "01J3YK88SMZXRBCKNP1VZCW5QJ"
+          incident_id: "01J72ZWE0KCH7X9N1MVNQAEG0M"
+          incident_role_assignments:
+            - 
+              role:
+                instructions: |-
+                    - Make sure it’s clear who is doing what, and that people are working together effectively
+                    - Ensure everybody has what they need, and any blockers are flagged quickly
+                    - Provide regular, clear updates for stakeholders to let them know what’s happening
+                role_type: "lead"
+                updated_at: "2024-07-29T06:36:11.05Z"
+                shortform: "lead"
+                name: "Incident Lead"
+                created_at: "2024-07-29T06:36:11.05Z"
+                description: "The person currently coordinating the incident, tasked with driving it to resolution and ensuring clear internal and external communication with stakeholders and customers."
+                id: "01J3YK88SM4ZPEFD7DBD99AZMH"
+                required: false
+            - 
+              role:
+                instructions: ""
+                role_type: "reporter"
+                updated_at: "2024-07-29T06:36:11.059Z"
+                shortform: ""
+                name: "Reporter"
+                created_at: "2024-07-29T06:36:11.059Z"
+                description: "The person who reported the incident"
+                id: "01J3YK88SMCYF5EZTZXEWR10SY"
+                required: false
+              assignee:
+                slack_user_id: "U07EFGXB0RG"
+                role: "responder"
+                name: "Abc Xyz"
+                id: "01J3YKTARC4X290M9C6DMH5SXQ"
+                email: "abc@xyz.com"
+          incident_status:
+            category: "live"
+            created_at: "2024-07-29T06:36:11.002Z"
+            description: "We've spotted that something is wrong, but we're not quite sure why yet."
+            id: "01J3YK88SM4T78W50CBRXTDGZ2"
+            name: "Investigating"
+            rank: 1
+            updated_at: "2024-09-03T09:23:33.932Z"
+          incident_timestamp_values:
+            - 
+              incident_timestamp:
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+              "permalink" : "https://app.incident.io/org-name/incidents/01J72ZWE0KCH7X9N1MVNQAEG0M",
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+              instructions: |-
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+              name: "Abc Xyz"
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+                "role" : "responder",
+                "name" : "Abc Xyz",
+                "id" : "01J3YKTARC4X290M9C6DMH5SXQ",
+                "email" : "abc@xyz.com"
+              }
+            } ],
+            "workload_minutes_total" : 10,
+            "created_at" : "2024-09-03T09:09:35.405Z",
+            "incident_status" : {
+              "updated_at" : "2024-07-29T06:36:11.023Z",
+              "name" : "Closed",
+              "created_at" : "2024-07-29T06:36:11.023Z",
+              "description" : "We're confident the issue is resolved.",
+              "rank" : 1,
+              "id" : "01J3YK88SMPD0KP25EMJYXJ29V",
+              "category" : "closed"
+            },
+            "mode" : "standard",
+            "reference" : "INC-17",
+            "slack_team_id" : "T07E0UV0N4F",
+            "slack_channel_id" : "C07KKEYAG85",
+            "incident_timestamp_values" : [ {
+              "incident_timestamp" : {
+                "name" : "Reported at",
+                "rank" : 0,
+                "id" : "01J3YK88SMHCZP2N61X3CKXXHC"
+              },
+              "value" : {
+                "value" : "2024-09-03T09:09:35.405Z"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Accepted at",
+                "rank" : 1,
+                "id" : "01J3YK88SMBY1C64HY6GC1K31G"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Declined at",
+                "rank" : 2,
+                "id" : "01J3YK88SM30DMPH20BWC2ED7Z"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Merged at",
+                "rank" : 3,
+                "id" : "01J3YK88SMP82Y4N3ETRBB8E7Q"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Canceled at",
+                "rank" : 4,
+                "id" : "01J3YK88SMRYPJGRRT198M1CW8"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Resolved at",
+                "rank" : 5,
+                "id" : "01J3YK88SMXEVDXW99KWD0WJXD"
+              },
+              "value" : {
+                "value" : "2024-09-03T13:02:25.288Z"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Impact started at",
+                "rank" : 6,
+                "id" : "01J3YK88SMF68KZ9S8GPRS4KVK"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Identified at",
+                "rank" : 7,
+                "id" : "01J3YK88SMZSGBVHSJHZTGQM8W"
+              },
+              "value" : {
+                "value" : "2024-09-03T13:02:25.288Z"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Fixed at",
+                "rank" : 8,
+                "id" : "01J3YK88SMM4NEQ5ZYBRRJA6SN"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Documented at",
+                "rank" : 9,
+                "id" : "01J3YK88SMKST7DFV9PK1492GX"
+              },
+              "value" : {
+                "value" : "2024-09-03T13:04:54.946Z"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Reviewed at",
+                "rank" : 10,
+                "id" : "01J3YK88SM7NKF2WEKXSN4SSKV"
+              }
+            }, {
+              "incident_timestamp" : {
+                "name" : "Closed at",
+                "rank" : 11,
+                "id" : "01J3YK88SMRJAD2NGEXAMHARNA"
+              },
+              "value" : {
+                "value" : "2024-09-03T13:04:54.946Z"
+              }
+            } ],
+            "updated_at" : "2024-09-03T13:04:55.051Z",
+            "workload_minutes_late" : 0,
+            "name" : "Testing custom severity",
+            "workload_minutes_working" : 10,
+            "id" : "01J6VJB1HD5KF2K0KZT22H0MXX",
+            "permalink" : "https://app.incident.io/org-name/incidents/01J6VJB1HD5KF2K0KZT22H0MXX",
+            "slack_channel_name" : "inc-2024-09-03-testing-custom-severity",
+            "workload_minutes_sleeping" : 0
+          },
+          "previous_status" : {
+            "updated_at" : "2024-07-29T06:36:11.014Z",
+            "name" : "Documenting",
+            "created_at" : "2024-07-29T06:36:11.014Z",
+            "description" : "We're documenting what happened.",
+            "rank" : 1,
+            "id" : "01J3YK88SMZ8XMF3Y92GZQVM9F",
+            "category" : "learning"
+          }
+          
+        }
+      }
+    result:
+      custom:
+        data:
+          incident:
+            created_at: "2024-09-03T09:09:35.405Z"
+            creator:
+              user:
+                email: "abc@xyz.com"
+                id: "01J3YKTARC4X290M9C6DMH5SXQ"
+                name: "Abc Xyz"
+                role: "responder"
+                slack_user_id: "U07EFGXB0RG"
+            duration_metrics:
+             -
+              duration_metric:
+                name: "Incident duration"
+                id: "01J3YK88SMZXRBCKNP1VZCW5QJ"
+            incident_role_assignments:
+             -
+              role:
+                instructions: |-
+                  - Make sure it’s clear who is doing what, and that people are working together effectively
+                  - Ensure everybody has what they need, and any blockers are flagged quickly
+                  - Provide regular, clear updates for stakeholders to let them know what’s happening
+                role_type: "lead"
+                updated_at: "2024-07-29T06:36:11.05Z"
+                shortform: "lead"
+                name: "Incident Lead"
+                created_at: "2024-07-29T06:36:11.05Z"
+                description: "The person currently coordinating the incident, tasked with driving it to resolution and ensuring clear internal and external communication with stakeholders and customers."
+                id: "01J3YK88SM4ZPEFD7DBD99AZMH"
+                required: false
+              assignee:
+                slack_user_id: "U07EFGXB0RG"
+                role: "responder"
+                name: "Abc Xyz"
+                id: "01J3YKTARC4X290M9C6DMH5SXQ"
+                email: "abc@xyz.com"
+             -
+              role:
+                instructions: ""
+                role_type: "reporter"
+                updated_at: "2024-07-29T06:36:11.059Z"
+                shortform: ""
+                name: "Reporter"
+                created_at: "2024-07-29T06:36:11.059Z"
+                description: "The person who reported the incident"
+                id: "01J3YK88SMCYF5EZTZXEWR10SY"
+                required: false
+              assignee:
+                slack_user_id: "U07EFGXB0RG"
+                role: "responder"
+                name: "Abc Xyz"
+                id: "01J3YKTARC4X290M9C6DMH5SXQ"
+                email: "abc@xyz.com"
+            incident_status:
+              category: "closed"
+              created_at: "2024-07-29T06:36:11.023Z"
+              description: "We're confident the issue is resolved."
+              id: "01J3YK88SMPD0KP25EMJYXJ29V"
+              name: "Closed"
+              rank: 1
+              updated_at: "2024-07-29T06:36:11.023Z"
+            incident_timestamp_values:
+             -
+              incident_timestamp:
+                name: "Reported at"
+                rank: 0
+                id: "01J3YK88SMHCZP2N61X3CKXXHC"
+              value:
+                value: "2024-09-03T09:09:35.405Z"
+             -
+              incident_timestamp:
+                name: "Accepted at"
+                rank: 1
+                id: "01J3YK88SMBY1C64HY6GC1K31G"
+             -
+              incident_timestamp:
+                name: "Declined at"
+                rank: 2
+                id: "01J3YK88SM30DMPH20BWC2ED7Z"
+             -
+              incident_timestamp:
+                name: "Merged at"
+                rank: 3
+                id: "01J3YK88SMP82Y4N3ETRBB8E7Q"
+             -
+              incident_timestamp:
+                name: "Canceled at"
+                rank: 4
+                id: "01J3YK88SMRYPJGRRT198M1CW8"
+             -
+              incident_timestamp:
+                name: "Resolved at"
+                rank: 5
+                id: "01J3YK88SMXEVDXW99KWD0WJXD"
+              value:
+                value: "2024-09-03T13:02:25.288Z"
+             -
+              incident_timestamp:
+                name: "Impact started at"
+                rank: 6
+                id: "01J3YK88SMF68KZ9S8GPRS4KVK"
+             -
+              incident_timestamp:
+                name: "Identified at"
+                rank: 7
+                id: "01J3YK88SMZSGBVHSJHZTGQM8W"
+              value:
+                value: "2024-09-03T13:02:25.288Z"
+             -
+              incident_timestamp:
+                name: "Fixed at"
+                rank: 8
+                id: "01J3YK88SMM4NEQ5ZYBRRJA6SN"
+             -
+              incident_timestamp:
+                name: "Documented at"
+                rank: 9
+                id: "01J3YK88SMKST7DFV9PK1492GX"
+              value:
+                value: "2024-09-03T13:04:54.946Z"
+             -
+              incident_timestamp:
+                name: "Reviewed at"
+                rank: 10
+                id: "01J3YK88SM7NKF2WEKXSN4SSKV"
+             -
+              incident_timestamp:
+                name: "Closed at"
+                rank: 11
+                id: "01J3YK88SMRJAD2NGEXAMHARNA"
+              value:
+                value: "2024-09-03T13:04:54.946Z"
+            incident_type:
+              create_in_triage: "optional"
+              created_at: "2024-07-29T06:36:11.526Z"
+              description: ""
+              id: "01J3YK88SMGP1QGH1DGMPWC588"
+              is_default: true
+              private_incidents_only: false
+              updated_at: "2024-07-29T06:36:11.526Z"
+            mode: "standard"
+            permalink: "https://app.incident.io/org-name/incidents/01J6VJB1HD5KF2K0KZT22H0MXX"
+            severity:
+              created_at: "2024-07-29T06:36:10.944Z"
+              description: "Issues with low impact, which can usually be handled within working hours. Most customers are unlikely to notice any problems. Examples include a slight drop in application performance."
+              id: "01J3YK88SM358AC4NQZ8KDJTEY"
+              name: "Minor"
+              rank: 0
+              updated_at: "2024-09-03T09:17:40.389Z"
+            slack_channel_id: "C07KKEYAG85"
+            slack_channel_name: "inc-2024-09-03-testing-custom-severity"
+            slack_team_id: "T07E0UV0N4F"
+            summary: "n"
+            updated_at: "2024-09-03T13:04:55.051Z"
+            visibility: "public"
+            workload_minutes_late: 0
+            workload_minutes_sleeping: 0
+            workload_minutes_total: 10
+            workload_minutes_working: 10
+          incident_id: "01J6VJB1HD5KF2K0KZT22H0MXX"
+          incident_type:
+            name: "Default"
+          name: "Testing custom severity"
+          new_status:
+            category: "closed"
+            created_at: "2024-07-29T06:36:11.023Z"
+            description: "We're confident the issue is resolved."
+            id: "01J3YK88SMPD0KP25EMJYXJ29V"
+            name: "Closed"
+            rank: 1
+            updated_at: "2024-07-29T06:36:11.023Z"
+          previous_status:
+            category: "learning"
+            created_at: "2024-07-29T06:36:11.014Z"
+            description: "We're documenting what happened."
+            id: "01J3YK88SMZ8XMF3Y92GZQVM9F"
+            name: "Documenting"
+            rank: 1
+            updated_at: "2024-07-29T06:36:11.014Z"
+          reference: "INC-17"
+        evt:
+          name: "public_incident.incident_status_updated_v2"
+      message: |-
+        {
+          "event_type" : "public_incident.incident_status_updated_v2",
+          "public_incident" : {
+            "incident_status_updated_v2" : {
+              "new_status" : {
+                "updated_at" : "2024-07-29T06:36:11.023Z",
+                "name" : "Closed",
+                "created_at" : "2024-07-29T06:36:11.023Z",
+                "description" : "We're confident the issue is resolved.",
+                "rank" : 1,
+                "id" : "01J3YK88SMPD0KP25EMJYXJ29V",
+                "category" : "closed"
+              },
+              "incident" : {
+                "severity" : {
+                  "updated_at" : "2024-09-03T09:17:40.389Z",
+                  "name" : "Minor",
+                  "created_at" : "2024-07-29T06:36:10.944Z",
+                  "description" : "Issues with low impact, which can usually be handled within working hours. Most customers are unlikely to notice any problems. Examples include a slight drop in application performance.",
+                  "rank" : 0,
+                  "id" : "01J3YK88SM358AC4NQZ8KDJTEY"
+                },
+                "summary" : "n",
+                "incident_type" : {
+                  "create_in_triage" : "optional",
+                  "private_incidents_only" : false,
+                  "updated_at" : "2024-07-29T06:36:11.526Z",
+                  "name" : "Default",
+                  "created_at" : "2024-07-29T06:36:11.526Z",
+                  "description" : "",
+                  "id" : "01J3YK88SMGP1QGH1DGMPWC588",
+                  "is_default" : true
+                },
+                "creator" : {
+                  "user" : {
+                    "slack_user_id" : "U07EFGXB0RG",
+                    "role" : "responder",
+                    "name" : "Abc Xyz",
+                    "id" : "01J3YKTARC4X290M9C6DMH5SXQ",
+                    "email" : "abc@xyz.com"
+                  }
+                },
+                "visibility" : "public",
+                "duration_metrics" : [ {
+                  "duration_metric" : {
+                    "name" : "Incident duration",
+                    "id" : "01J3YK88SMZXRBCKNP1VZCW5QJ"
+                  }
+                } ],
+                "incident_role_assignments" : [ {
+                  "role" : {
+                    "instructions" : "- Make sure it’s clear who is doing what, and that people are working together effectively\n- Ensure everybody has what they need, and any blockers are flagged quickly\n- Provide regular, clear updates for stakeholders to let them know what’s happening",
+                    "role_type" : "lead",
+                    "updated_at" : "2024-07-29T06:36:11.05Z",
+                    "shortform" : "lead",
+                    "name" : "Incident Lead",
+                    "created_at" : "2024-07-29T06:36:11.05Z",
+                    "description" : "The person currently coordinating the incident, tasked with driving it to resolution and ensuring clear internal and external communication with stakeholders and customers.",
+                    "id" : "01J3YK88SM4ZPEFD7DBD99AZMH",
+                    "required" : false
+                  },
+                  "assignee" : {
+                    "slack_user_id" : "U07EFGXB0RG",
+                    "role" : "responder",
+                    "name" : "Abc Xyz",
+                    "id" : "01J3YKTARC4X290M9C6DMH5SXQ",
+                    "email" : "abc@xyz.com"
+                  }
+                }, {
+                  "role" : {
+                    "instructions" : "",
+                    "role_type" : "reporter",
+                    "updated_at" : "2024-07-29T06:36:11.059Z",
+                    "shortform" : "",
+                    "name" : "Reporter",
+                    "created_at" : "2024-07-29T06:36:11.059Z",
+                    "description" : "The person who reported the incident",
+                    "id" : "01J3YK88SMCYF5EZTZXEWR10SY",
+                    "required" : false
+                  },
+                  "assignee" : {
+                    "slack_user_id" : "U07EFGXB0RG",
+                    "role" : "responder",
+                    "name" : "Abc Xyz",
+                    "id" : "01J3YKTARC4X290M9C6DMH5SXQ",
+                    "email" : "abc@xyz.com"
+                  }
+                } ],
+                "workload_minutes_total" : 10,
+                "created_at" : "2024-09-03T09:09:35.405Z",
+                "incident_status" : {
+                  "updated_at" : "2024-07-29T06:36:11.023Z",
+                  "name" : "Closed",
+                  "created_at" : "2024-07-29T06:36:11.023Z",
+                  "description" : "We're confident the issue is resolved.",
+                  "rank" : 1,
+                  "id" : "01J3YK88SMPD0KP25EMJYXJ29V",
+                  "category" : "closed"
+                },
+                "mode" : "standard",
+                "reference" : "INC-17",
+                "slack_team_id" : "T07E0UV0N4F",
+                "slack_channel_id" : "C07KKEYAG85",
+                "incident_timestamp_values" : [ {
+                  "incident_timestamp" : {
+                    "name" : "Reported at",
+                    "rank" : 0,
+                    "id" : "01J3YK88SMHCZP2N61X3CKXXHC"
+                  },
+                  "value" : {
+                    "value" : "2024-09-03T09:09:35.405Z"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Accepted at",
+                    "rank" : 1,
+                    "id" : "01J3YK88SMBY1C64HY6GC1K31G"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Declined at",
+                    "rank" : 2,
+                    "id" : "01J3YK88SM30DMPH20BWC2ED7Z"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Merged at",
+                    "rank" : 3,
+                    "id" : "01J3YK88SMP82Y4N3ETRBB8E7Q"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Canceled at",
+                    "rank" : 4,
+                    "id" : "01J3YK88SMRYPJGRRT198M1CW8"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Resolved at",
+                    "rank" : 5,
+                    "id" : "01J3YK88SMXEVDXW99KWD0WJXD"
+                  },
+                  "value" : {
+                    "value" : "2024-09-03T13:02:25.288Z"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Impact started at",
+                    "rank" : 6,
+                    "id" : "01J3YK88SMF68KZ9S8GPRS4KVK"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Identified at",
+                    "rank" : 7,
+                    "id" : "01J3YK88SMZSGBVHSJHZTGQM8W"
+                  },
+                  "value" : {
+                    "value" : "2024-09-03T13:02:25.288Z"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Fixed at",
+                    "rank" : 8,
+                    "id" : "01J3YK88SMM4NEQ5ZYBRRJA6SN"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Documented at",
+                    "rank" : 9,
+                    "id" : "01J3YK88SMKST7DFV9PK1492GX"
+                  },
+                  "value" : {
+                    "value" : "2024-09-03T13:04:54.946Z"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Reviewed at",
+                    "rank" : 10,
+                    "id" : "01J3YK88SM7NKF2WEKXSN4SSKV"
+                  }
+                }, {
+                  "incident_timestamp" : {
+                    "name" : "Closed at",
+                    "rank" : 11,
+                    "id" : "01J3YK88SMRJAD2NGEXAMHARNA"
+                  },
+                  "value" : {
+                    "value" : "2024-09-03T13:04:54.946Z"
+                  }
+                } ],
+                "updated_at" : "2024-09-03T13:04:55.051Z",
+                "workload_minutes_late" : 0,
+                "name" : "Testing custom severity",
+                "workload_minutes_working" : 10,
+                "id" : "01J6VJB1HD5KF2K0KZT22H0MXX",
+                "permalink" : "https://app.incident.io/org-name/incidents/01J6VJB1HD5KF2K0KZT22H0MXX",
+                "slack_channel_name" : "inc-2024-09-03-testing-custom-severity",
+                "workload_minutes_sleeping" : 0
+              },
+              "previous_status" : {
+                "updated_at" : "2024-07-29T06:36:11.014Z",
+                "name" : "Documenting",
+                "created_at" : "2024-07-29T06:36:11.014Z",
+                "description" : "We're documenting what happened.",
+                "rank" : 1,
+                "id" : "01J3YK88SMZ8XMF3Y92GZQVM9F",
+                "category" : "learning"
+              }
+            }
+          }
+        }
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1725368695051
diff --git a/incident_io/assets/monitors/critical_public_incident.json b/incident_io/assets/monitors/critical_public_incident.json
new file mode 100644
index 0000000000000..ee84fd7c1794c
--- /dev/null
+++ b/incident_io/assets/monitors/critical_public_incident.json
@@ -0,0 +1,36 @@
+{
+	"version": 2,
+	"created_at": "2024-09-12",
+	"last_updated_at": "2024-09-12",
+	"title": "Critical public incident",
+	"description": "This monitor alerts when a public incident of critical severity is reported, which can have a significant impact if not addressed properly.",
+	"definition": {
+		"id": 153155024,
+		"name": "Critical public incident",
+		"type": "log alert",
+		"query": "logs(\"source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard @data.severity.name:Critical\").index(\"*\").rollup(\"count\").by(\"@data.name,@data.incident_id,@data.incident_type.name,@data.reference\").last(\"5m\") >= 1",
+		"message": "Critical public incident **{{[@data.reference].name}}: {{[@data.name].name}}** was created.\n**Incident type:** {{[@data.incident_type.name].name}}\n**Incident ID:** {{[@data.incident_id].name}}",
+		"tags": [
+			"integration:incident-io"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_group_delay": 60,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:incident-io"
+	]
+}
diff --git a/incident_io/assets/monitors/high_number_of_public_incidents.json b/incident_io/assets/monitors/high_number_of_public_incidents.json
new file mode 100644
index 0000000000000..c6377cf8e6177
--- /dev/null
+++ b/incident_io/assets/monitors/high_number_of_public_incidents.json
@@ -0,0 +1,37 @@
+{
+	"version": 2,
+	"created_at": "2024-09-12",
+	"last_updated_at": "2024-09-12",
+	"title": "High number of public incidents",
+	"description": "This monitor alerts when an unusually high number of public incidents are created in the last 5 minutes, indicating a potential system overload or widespread issue.",
+	"definition": {
+		"id": 153152913,
+		"name": "High number of public incidents",
+		"type": "log alert",
+		"query": "logs(\"source:incident-io @evt.name:public_incident.incident_created_v2 @data.mode:standard\").index(\"*\").rollup(\"count\").last(\"5m\") >= 10",
+		"message": "High number of public incidents were created in last 5 mins.\nTotal incidents created: {{value}}.",
+		"tags": [
+			"integration:incident-io"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10,
+				"warning": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": false,
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:incident-io"
+	]
+}
diff --git a/incident_io/assets/monitors/public_incident_reopened.json b/incident_io/assets/monitors/public_incident_reopened.json
new file mode 100644
index 0000000000000..b3d9640d98041
--- /dev/null
+++ b/incident_io/assets/monitors/public_incident_reopened.json
@@ -0,0 +1,36 @@
+{
+    "version": 2,
+    "created_at": "2024-09-12",
+    "last_updated_at": "2024-09-12",
+    "title": "Public incident reopened",
+    "description": "This monitor alerts when a previously closed public incident is reopened, indicating that the issue may not have been fully resolved or has recurred.",
+    "definition": {
+        "id": 153157704,
+        "name": "Public incident reopened",
+        "type": "log alert",
+        "query": "logs(\"source:incident-io @evt.name:public_incident.incident_status_updated_v2 @data.incident.mode:standard @data.previous_status.category:closed @data.new_status.category:live\").index(\"*\").rollup(\"count\").by(\"@data.name,@data.reference,@data.incident_type.name,@data.new_status.name\").last(\"5m\") >= 1",
+        "message": "Public incident **{{[@data.reference].name}}: {{[@data.name].name}}** was reopened from closed state.\n**Incident type:** {{[@data.incident_type.name].name}}\n**Incident status:** {{[@data.new_status.name].name}}",
+        "tags": [
+            "integration:incident-io"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 1
+            },
+            "enable_logs_sample": false,
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": false,
+            "new_group_delay": 60,
+            "groupby_simple_monitor": false,
+            "silenced": {}
+        },
+        "priority": null,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:incident-io"
+    ]
+}
diff --git a/incident_io/assets/service_checks.json b/incident_io/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/incident_io/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/incident_io/images/incident-io_incidents_overview_1.png b/incident_io/images/incident-io_incidents_overview_1.png
new file mode 100644
index 0000000000000..b6a3a921bd5c5
Binary files /dev/null and b/incident_io/images/incident-io_incidents_overview_1.png differ
diff --git a/incident_io/images/incident-io_incidents_overview_2.png b/incident_io/images/incident-io_incidents_overview_2.png
new file mode 100644
index 0000000000000..23c43fb4ea62a
Binary files /dev/null and b/incident_io/images/incident-io_incidents_overview_2.png differ
diff --git a/incident_io/images/incident-io_incidents_overview_3.png b/incident_io/images/incident-io_incidents_overview_3.png
new file mode 100644
index 0000000000000..b2ab3edf9b7e0
Binary files /dev/null and b/incident_io/images/incident-io_incidents_overview_3.png differ
diff --git a/incident_io/manifest.json b/incident_io/manifest.json
new file mode 100644
index 0000000000000..b99f65b258679
--- /dev/null
+++ b/incident_io/manifest.json
@@ -0,0 +1,67 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "95ee2e88-d2ee-45f8-a4d6-2cb9eced79ee",
+  "app_id": "incident-io",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into incident activities from incident.io.",
+    "title": "incident.io",
+    "media": [
+      {
+        "caption": "incident.io - Incidents Overview 1",
+        "image_url": "images/incident-io_incidents_overview_1.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "incident.io - Incidents Overview 2",
+        "image_url": "images/incident-io_incidents_overview_2.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "incident.io - Incidents Overview 3",
+        "image_url": "images/incident-io_incidents_overview_3.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Incidents",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 25431122,
+      "source_type_name": "incident.io",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "incident.io - Incidents Overview": "assets/dashboards/incident-io_incidents_overview.json"
+    },
+    "logs": {
+      "source": "incident-io"
+    },
+    "monitors": {
+      "Critical public incident": "assets/monitors/critical_public_incident.json",
+      "High number of public incidents": "assets/monitors/high_number_of_public_incidents.json",
+      "Public incident reopened": "assets/monitors/public_incident_reopened.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/intercom/CHANGELOG.md b/intercom/CHANGELOG.md
new file mode 100644
index 0000000000000..1d29b050d6933
--- /dev/null
+++ b/intercom/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Intercom
+
+## 1.0.0 / 2024-09-17
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/intercom/README.md b/intercom/README.md
new file mode 100644
index 0000000000000..98320f6395cb0
--- /dev/null
+++ b/intercom/README.md
@@ -0,0 +1,84 @@
+# Intercom
+
+## Overview
+[Intercom][1] is a customer communication platform that enables businesses to engage with their users through in-app messaging, email, and chat. It offers features like live chat, automated messaging, and customer support tools, making it easier for companies to provide personalized customer experiences.
+
+The Intercom integration seamlessly collects admin activities, data events, conversations, news items, and ticket data, and ingests them into Datadog for comprehensive analysis using [webhooks][6].
+
+## Setup
+
+Follow the instructions below to configure this integration for your Intercom account.
+
+### Configuration
+
+#### Webhook Configuration
+Configure the Datadog endpoint to forward Intercom events as logs to Datadog. See [Intercom webhook overview][3] for more details.
+
+    1. Copy the generated URL inside the **Configuration** tab on the Datadog [Intercom integration tile][4].
+    2. Sign in to your [Intercom][2] account using a user account with full access to Apps and Integrations.
+    3. Go to **Settings**.
+    4. In the Integrations section, select **Developer Hub**.
+    5. Click **New app**.
+    6. Fill in the required details for your application, including the name and associated workspace.
+    7. Click **Create app**.
+- #### Configure webhook topics
+    1. Select Required permissions
+        1. After creating the app, go to the *Authentication* section in the left-side menu, and click the **Edit** button in the top-right corner.
+        2. By default, all permissions are enabled. However, ensure that the following specific permissions are enabled:
+            - Read admins
+            - Read content data
+            - Read conversations
+            - Read events
+            - Read tickets
+        3. Click **Save**.
+    2. Select Webhook topics
+    ```
+        1. Next, navigate to the **Webhooks** section using the left-side menu.
+        2. Enter the endpoint URL that you generated in step 1 of [Webhook Configuration](#webhook-configuration).
+        3. On the **Select a topic** dropdown menu, select the following webhook topics:
+            - admin.activity_log_event.created
+            - content_stat.news_item
+            - conversation.admin.closed
+            - conversation.admin.replied
+            - conversation.admin.single.created
+            - conversation.admin.snoozed
+            - conversation.admin.unsnoozed
+            - conversation.priority.updated
+            - conversation.rating.added
+            - conversation.user.created
+            - event.created
+            - ticket.admin.assigned
+            - ticket.attribute.updated
+            - ticket.created
+            - ticket.state.updated
+            - ticket.team.assigned
+        4. Click **Save**.
+
+## Data Collected
+
+### Logs
+
+The Intercom integration collects and forwards admin activities, tickets, data events, news items, and conversation logs to Datadog.
+
+### Metrics
+
+The Intercom integration does not include any metrics.
+
+### Events
+
+The Intercom integration does not include any events.
+
+### Service Checks
+
+The Intercom integration does not include any service checks.
+
+## Support
+
+For further assistance, contact [Datadog Support][5].
+
+[1]: https://www.intercom.com/
+[2]: https://app.intercom.com/
+[3]: https://developers.intercom.com/docs/webhooks
+[4]: https://app.datadoghq.com/integrations/intercom
+[5]: https://docs.datadoghq.com/help/
+[6]: https://developers.intercom.com/docs/references/2.10/webhooks/webhook-models
\ No newline at end of file
diff --git a/intercom/assets/dashboards/intercom_activity.json b/intercom/assets/dashboards/intercom_activity.json
new file mode 100644
index 0000000000000..009b529a7fc79
--- /dev/null
+++ b/intercom/assets/dashboards/intercom_activity.json
@@ -0,0 +1,562 @@
+{
+    "title": "Intercom Activity",
+    "description": "This dashboard provides a comprehensive overview of activities and highlights patterns through frequent and infrequent occurrences. Additionally, it offers insights into trends with activity logs over time. Detailed activity logs provide an in-depth analysis of all recorded activities.",
+    "widgets": [
+        {
+            "id": 7729356934643914,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.bfldr.com/OLAMIFTW/at/8j935ttmptgxs72twq8zk36f/Intercom_Logo_Lockup_Black.png?auto=webp&format=png",
+                "url_dark_theme": "https://cdn.bfldr.com/OLAMIFTW/at/tc9zfv2f3gc6bc8n9qh47gf/Intercom_Logo_Lockup_White.png?auto=webp&format=png",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 8083967741378144,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard offers an overview of activities and highlights patterns through frequent and infrequent activities. It includes panels for activity by type, email, and location. Trends are captured with activity logs over time, and detailed logs provide data for analysis.\n\nFor more information, see the [Intercom Integration Documentation](https://docs.datadoghq.com/integrations/intercom/).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 7742166260954860,
+            "definition": {
+                "title": "Total Activity Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 1180742486618932,
+            "definition": {
+                "title": "Activity by Type",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.activity_type",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 3,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 6227471509180568,
+            "definition": {
+                "title": "Frequent Activity Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.activity_type",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 508840349300974,
+            "definition": {
+                "title": "Infrequent Activity Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.activity_type",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "asc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "asc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 7,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 2391792924201958,
+            "definition": {
+                "title": "Activity by Email",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.email",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 7611322828632796,
+            "definition": {
+                "title": "Activity by Location",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "geomap",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@network.client.geoip.country.iso_code",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "palette": "hostmap_blues",
+                    "palette_flip": false
+                },
+                "view": {
+                    "focus": "WORLD"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 11,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 8583284160124880,
+            "definition": {
+                "title": "Activity Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Activity Logs",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:activity $AppId $ActivityType $Email"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 15,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 1268558157977012,
+            "definition": {
+                "title": "Activity Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:intercom service:activity $AppId $ActivityType $Email ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 19,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "AppId",
+            "prefix": "@app_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "ActivityType",
+            "prefix": "@data.item.activity_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/intercom/assets/dashboards/intercom_conversation.json b/intercom/assets/dashboards/intercom_conversation.json
new file mode 100644
index 0000000000000..abdca16530060
--- /dev/null
+++ b/intercom/assets/dashboards/intercom_conversation.json
@@ -0,0 +1,1650 @@
+{
+    "title": "Intercom Conversation",
+    "description": "This dashboard provides a comprehensive view of conversation metrics, tracking total conversations, unique ids, and AI-driven interactions. It covers user engagement with read, unread, and priority conversations, and monitors admin participation.",
+    "widgets": [
+        {
+            "id": 6225288685694040,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.bfldr.com/OLAMIFTW/at/8j935ttmptgxs72twq8zk36f/Intercom_Logo_Lockup_Black.png?auto=webp&format=png",
+                "url_dark_theme": "https://cdn.bfldr.com/OLAMIFTW/at/tc9zfv2f3gc6bc8n9qh47gf/Intercom_Logo_Lockup_White.png?auto=webp&format=png",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 2170603558098884,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard provides a concise view of conversations, with Overview covering total and AI-driven interactions, Status insights, Rating and Remarks for user feedback, Breakdown by attributes, and Logs for conversation history.\n\nFor more information, see the [Intercom Integration Documentation](https://docs.datadoghq.com/integrations/intercom/).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 5185798468740536,
+            "definition": {
+                "title": "Conversation Overview",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3010091770766660,
+                        "definition": {
+                            "title": "Total Conversations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#f2e5ff"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2356000820604452,
+                        "definition": {
+                            "title": "Inbound Conversations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.user.created $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2517373666557558,
+                        "definition": {
+                            "title": "Conversations with AI Agent Participation",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @data.item.ai_agent_participated:true $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 8589586015163576,
+                        "definition": {
+                            "title": "Outbound Conversations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query2 - query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query2",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.* $AppId"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.user.created $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 2,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1483094321953550,
+                        "definition": {
+                            "title": "Conversations with Copilot Usage",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @data.item.custom_attributes.copilot_used:true $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 2,
+                            "width": 4,
+                            "height": 2
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 3369276352580868,
+            "definition": {
+                "title": "Conversation Status",
+                "background_color": "vivid_yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 804864477250522,
+                        "definition": {
+                            "title": "Priority Conversations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @data.item.priority:priority $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red",
+                                            "custom_bg_color": "#ffcccc"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1684566877105766,
+                        "definition": {
+                            "title": "Conversations Replied by Admin",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.admin.replied $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": true
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3691821778471824,
+                        "definition": {
+                            "title": "Closed Conversations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.admin.closed $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8005267547192310,
+                        "definition": {
+                            "title": "Snoozed/Unsnoozed Conversation Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Snoozed Conversations",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Unsnoozed Conversations",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.admin.snoozed $AppId"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query2",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation @topic:conversation.admin.unsnoozed $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 8
+            }
+        },
+        {
+            "id": 2302411052359286,
+            "definition": {
+                "title": "Conversation Rating & Remarks",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6890963303419340,
+                        "definition": {
+                            "title": "Conversation Rating Distribution",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.source.id"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.conversation_rating.rating",
+                                                    "limit": 5,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@data.item.source.id"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom service:conversation $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "text_formats": [
+                                        [
+                                            {
+                                                "match": {
+                                                    "type": "is",
+                                                    "value": "1"
+                                                },
+                                                "palette": "black_on_light_red",
+                                                "replace": {
+                                                    "type": "all",
+                                                    "with": "★"
+                                                }
+                                            },
+                                            {
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+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:conversation $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1124979554619552,
+                        "definition": {
+                            "title": "Conversation Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:intercom service:conversation $AppId ",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 37,
+                "width": 12,
+                "height": 9
+            }
+        },
+        {
+            "id": 638964396789664,
+            "definition": {
+                "title": "Monitors Summary",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4113001593727152,
+                        "definition": {
+                            "title": "Conversation Monitors Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(source:intercom AND service:conversation)",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 46,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "AppId",
+            "prefix": "@app_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/intercom/assets/dashboards/intercom_data_event.json b/intercom/assets/dashboards/intercom_data_event.json
new file mode 100644
index 0000000000000..2804a58e4ed28
--- /dev/null
+++ b/intercom/assets/dashboards/intercom_data_event.json
@@ -0,0 +1,560 @@
+{
+    "title": "Intercom Data Event",
+    "description": "This dashboard provides a detailed analysis of data events by tracking total data events, highlighting patterns through frequent and infrequent activities, and offering insights into trends with data events over time. Detailed data event logs offer an in-depth analysis of all recorded activities.",
+    "widgets": [
+        {
+            "id": 7280427532172846,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.bfldr.com/OLAMIFTW/at/8j935ttmptgxs72twq8zk36f/Intercom_Logo_Lockup_Black.png?auto=webp&format=png",
+                "url_dark_theme": "https://cdn.bfldr.com/OLAMIFTW/at/tc9zfv2f3gc6bc8n9qh47gf/Intercom_Logo_Lockup_White.png?auto=webp&format=png",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 3618593347996828,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard offers a detailed analysis of data events, tracking total data events, highlights patterns through frequent and infrequent activities and offers insights into trends with data events over time.\n\nFor more information, see the [Intercom Integration Documentation](https://docs.datadoghq.com/integrations/intercom/).\n\n**Tips**\n- Use the timeframe selector in the upper-right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 7581757942831184,
+            "definition": {
+                "title": "Total Data Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 4619163694799708,
+            "definition": {
+                "title": "Data Event by Type",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.event_name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 3,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 5438970282930678,
+            "definition": {
+                "title": "Frequent Data Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.event_name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 3661933617242074,
+            "definition": {
+                "title": "Infrequent Data Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.event_name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "asc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "asc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 7,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 652963744042232,
+            "definition": {
+                "title": "Data Event by Intercom User Id",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.id",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4264091848446710,
+            "definition": {
+                "title": "Data Event by Email",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.email",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 11,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 2703438335898176,
+            "definition": {
+                "title": "Data Events over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Data Events",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 15,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 96110862861646,
+            "definition": {
+                "title": "Data Event Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:intercom service:data_event $AppId $EventName $Email $IntercomUserId ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 19,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "AppId",
+            "prefix": "@app_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "EventName",
+            "prefix": "@data.item.event_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Email",
+            "prefix": "@usr.email",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "IntercomUserId",
+            "prefix": "@usr.id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/intercom/assets/dashboards/intercom_news_item.json b/intercom/assets/dashboards/intercom_news_item.json
new file mode 100644
index 0000000000000..460f5c54ebf5c
--- /dev/null
+++ b/intercom/assets/dashboards/intercom_news_item.json
@@ -0,0 +1,889 @@
+{
+    "title": "Intercom News Item",
+    "description": "This dashboard provides a detailed overview of news item insights by tracking the total number of news items and categorizing them by location and publishing method. Additionally, it offers insights into trends in news items and interactions over time, along with detailed news item logs for thorough tracking and analysis.",
+    "widgets": [
+        {
+            "id": 1783675717862112,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.bfldr.com/OLAMIFTW/at/8j935ttmptgxs72twq8zk36f/Intercom_Logo_Lockup_Black.png?auto=webp&format=png",
+                "url_dark_theme": "https://cdn.bfldr.com/OLAMIFTW/at/tc9zfv2f3gc6bc8n9qh47gf/Intercom_Logo_Lockup_White.png?auto=webp&format=png",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 1627132489943418,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard provides a detailed overview of news item insights by tracking the total number of news items and categorizing them by location and publishing method. Additionally, it offers insights into trends in news items and interactions over time, along with detailed news item logs for thorough tracking and analysis.\n\nFor more information, see the [Intercom Integration Documentation](https://docs.datadoghq.com/integrations/intercom/).\n\n**Tips**\n- Use the timeframe selector in the upper-right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 6027608778808484,
+            "definition": {
+                "title": "News Item Overview",
+                "background_color": "vivid_purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5473167149271250,
+                        "definition": {
+                            "title": "Total News Items",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#f0e0ff"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2606365243271366,
+                        "definition": {
+                            "title": "Live News Items",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item @data.item.activity_type:ruleset_activation $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#f1f0ff"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1007087671380612,
+                        "definition": {
+                            "title": "Draft News Items",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 - query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        },
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query2",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item @data.item.activity_type:ruleset_activation $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#f1f0ff"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 860732551273898,
+                        "definition": {
+                            "title": "Published News Item by Email",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.performed_by.email",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@data.item.metadata.ruleset_id"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1307878171497668,
+                        "definition": {
+                            "title": "News Item by Location",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "geomap",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@data.item.metadata.ruleset_id"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.geoip.country.iso_code",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@data.item.metadata.ruleset_id"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3940324333359674,
+                        "definition": {
+                            "title": "News Item Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "News Item",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom @data.item.metadata.content_type:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5369653893271258,
+                        "definition": {
+                            "title": "News Item Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:intercom @data.item.metadata.content_type:news_item $AppId ",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 15,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 20
+            }
+        },
+        {
+            "id": 8471934349083632,
+            "definition": {
+                "title": "News Item Interaction",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8975227590888264,
+                        "definition": {
+                            "title": "News Item Interaction by Role",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@usr.id"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.contact.role",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@usr.id"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom service:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7770402847859244,
+                        "definition": {
+                            "title": "News Item Interaction by Activity",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.content_stat.stat_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom service:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1780541513789538,
+                        "definition": {
+                            "title": "News Item Interactions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.content_stat.content_title",
+                                                    "limit": 250,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom service:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 250,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "alias": "Interactions",
+                                            "cell_display_mode": "bar",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5870934611496592,
+                        "definition": {
+                            "title": "News Item Interaction by City",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.item.contact.location.city",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:intercom service:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4166954436308394,
+                        "definition": {
+                            "title": "News Item Interactions Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Interactions",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:intercom service:news_item $AppId"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 23,
+                "width": 12,
+                "height": 13
+            }
+        },
+        {
+            "id": 3601831444471050,
+            "definition": {
+                "title": "News Item Interaction Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:intercom service:news_item $AppId ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "AppId",
+            "prefix": "@app_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/intercom/assets/dashboards/intercom_ticket.json b/intercom/assets/dashboards/intercom_ticket.json
new file mode 100644
index 0000000000000..10fbf8a4cbe2d
--- /dev/null
+++ b/intercom/assets/dashboards/intercom_ticket.json
@@ -0,0 +1,844 @@
+{
+    "title": "Intercom Ticket",
+    "description": "This dashboard provides a detailed overview of insights related to tickets, tracking total tickets and categorizing them by type and status. Additionally, it includes insights on Tickets by Teammate Assignee ID and Tickets by Team Assignee ID, detailed news item logs for thorough tracking and analysis.",
+    "widgets": [
+        {
+            "id": 884200066134640,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.bfldr.com/OLAMIFTW/at/8j935ttmptgxs72twq8zk36f/Intercom_Logo_Lockup_Black.png?auto=webp&format=png",
+                "url_dark_theme": "https://cdn.bfldr.com/OLAMIFTW/at/tc9zfv2f3gc6bc8n9qh47gf/Intercom_Logo_Lockup_White.png?auto=webp&format=png",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 1695785703283444,
+            "definition": {
+                "type": "note",
+                "content": "**Overview**\n\nThis dashboard provides a detailed overview of insights related to tickets, tracking total tickets, shared tickets, and archived tickets, and categorizing them by type and state. Additionally, it includes insights on Tickets by Teammate Assignee ID and Tickets by Team Assignee ID.\n\nFor more information, see the [Intercom Integration Documentation](https://docs.datadoghq.com/integrations/intercom/).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
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+                                    "aggregation": "cardinality",
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+            }
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+                                    "*"
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+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
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+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:ticket @data.item.is_shared:true $AppId"
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+                                "storage": "hot"
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+                        ],
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+                                "palette": "black_on_light_yellow",
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+                            }
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+                                "formula": "query1"
+                            }
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+                "precision": 2,
+                "timeseries_background": {
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+                "title_size": "16",
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+                        "formulas": [
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+                                "formula": "query1"
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+                                "indexes": [
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+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
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+                                        "facet": "@data.item.ticket_type.name",
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+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
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+                                    "query": "source:intercom service:ticket $AppId"
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+                                "storage": "hot"
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+                "type": "sunburst",
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+            }
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+            "definition": {
+                "title": "External Tickets",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:ticket @data.item.ticket_type.is_internal:false $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "type": "area"
+                }
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+                "y": 6,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 5347522276972314,
+            "definition": {
+                "title": "Internal Tickets",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:ticket @data.item.ticket_type.is_internal:true $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "type": "area"
+                }
+            },
+            "layout": {
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+                "width": 3,
+                "height": 2
+            }
+        },
+        {
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+            "definition": {
+                "title": "Ticket by Category",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.category",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4793770661763816,
+            "definition": {
+                "title": "Ticket by State",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.ticket_state",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 8,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 3960146065435968,
+            "definition": {
+                "title": "Ticket by Teammate Assignee Id",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.id",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "text_formats": [
+                            [
+                                {
+                                    "match": {
+                                        "type": "is",
+                                        "value": "0"
+                                    },
+                                    "palette": "black_on_light_red",
+                                    "replace": {
+                                        "type": "all",
+                                        "with": "Unassigned"
+                                    }
+                                }
+                            ]
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
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+                "y": 12,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 1088341693647172,
+            "definition": {
+                "title": "Ticket by Team Assignee Id",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.team_assignee_id",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "text_formats": [
+                            [
+                                {
+                                    "match": {
+                                        "type": "is",
+                                        "value": "0"
+                                    },
+                                    "replace": {
+                                        "type": "all",
+                                        "with": "Unassigned"
+                                    },
+                                    "palette": "black_on_light_red"
+                                }
+                            ]
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 6,
+                "y": 12,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 772377947467084,
+            "definition": {
+                "title": "Ticket Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@data.item.ticket_id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.item.ticket_id",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@data.item.ticket_attributes._default_title_",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@data.item.ticket_attributes._default_description_",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@data.item.ticket_type.name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@data.item.ticket_id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 10000,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 16,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 7425989071032864,
+            "definition": {
+                "title": "Ticket Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Tickets",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:intercom service:ticket $AppId"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 20,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 1126880796734506,
+            "definition": {
+                "title": "Ticket Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:intercom service:ticket $AppId ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 24,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "AppId",
+            "prefix": "@app_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/intercom/assets/intercom_dark.svg b/intercom/assets/intercom_dark.svg
new file mode 100644
index 0000000000000..e82c3f753a029
--- /dev/null
+++ b/intercom/assets/intercom_dark.svg
@@ -0,0 +1,20 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="Layer_1" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 6129.85 1000">
+  <defs>
+    <style>
+      .cls-1 {
+        fill: #fff;
+        stroke-width: 0px;
+      }
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diff --git a/intercom/assets/intercom_light.svg b/intercom/assets/intercom_light.svg
new file mode 100644
index 0000000000000..425b6b67b18aa
--- /dev/null
+++ b/intercom/assets/intercom_light.svg
@@ -0,0 +1,20 @@
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diff --git a/intercom/assets/logs/intercom.yaml b/intercom/assets/logs/intercom.yaml
new file mode 100644
index 0000000000000..f987243032e7b
--- /dev/null
+++ b/intercom/assets/logs/intercom.yaml
@@ -0,0 +1,291 @@
+id: intercom
+metric_id: intercom
+backend_only: false
+facets:
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+pipeline:
+  type: pipeline
+  name: Intercom
+  enabled: true
+  filter:
+    query: "source:intercom"
+  processors:
+    - name: Lookup for `data.item.type` to `service`
+      enabled: true
+      source: data.item.type
+      target: service
+      lookupTable: |-
+        admin_activity_log_event, activity
+        event, data_event
+        conversation, conversation
+        content_stat.news_item, news_item
+        ticket, ticket
+        ticket_ticket_part, ticket
+      type: lookup-processor
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: pipeline
+      name: "Conversation"
+      enabled: true
+      filter:
+        query: "service:conversation"
+      processors:
+        - type: arithmetic-processor
+          name: Convert `data.item.updated_at` from second to millisecond EPOCH UNIX
+            format and map to `updated_at_ms`
+          enabled: true
+          expression: data.item.updated_at*1000
+          target: updated_at_ms
+          replaceMissing: false
+        - type: date-remapper
+          name: Define `updated_at_ms` as the official date of the log
+          enabled: true
+          sources:
+            - updated_at_ms
+        - type: attribute-remapper
+          name: Map `data.item.source.author.id` to `usr.id`
+          enabled: true
+          sources:
+            - data.item.source.author.id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.source.author.email` to `usr.email`
+          enabled: true
+          sources:
+            - data.item.source.author.email
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.source.author.name` to `usr.name`
+          enabled: true
+          sources:
+            - data.item.source.author.name
+          sourceType: attribute
+          target: usr.name
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.custom_attributes.Copilot used` to
+            `data.item.custom_attributes.copilot_used`
+          enabled: true
+          sources:
+            - data.item.custom_attributes.Copilot used
+          sourceType: attribute
+          target: data.item.custom_attributes.copilot_used
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: News Item
+      enabled: true
+      filter:
+        query: "service:news_item"
+      processors:
+        - type: date-remapper
+          name: Define `data.item.contact.updated_at` as the official date of the log
+          enabled: true
+          sources:
+            - data.item.contact.updated_at
+        - type: attribute-remapper
+          name: Map `data.item.contact.id` to `usr.id`
+          enabled: true
+          sources:
+            - data.item.contact.id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+    - type: pipeline
+      name: Data Event
+      enabled: true
+      filter:
+        query: "service:data_event"
+      processors:
+        - type: arithmetic-processor
+          name: Convert `data.item.created_at` from second to millisecond EPOCH UNIX
+            format and map to `created_at_ms`
+          enabled: true
+          expression: data.item.created_at*1000
+          target: created_at_ms
+          replaceMissing: false
+        - type: date-remapper
+          name: Define `created_at_ms` as the official date of the log
+          enabled: true
+          sources:
+            - created_at_ms
+        - type: attribute-remapper
+          name: Map `data.item.intercom_user_id` to `usr.id`
+          enabled: true
+          sources:
+            - data.item.intercom_user_id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.email` to `usr.email`
+          enabled: true
+          sources:
+            - data.item.email
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+    - type: pipeline
+      name: Activity
+      enabled: true
+      filter:
+        query: "service:activity"
+      processors:
+        - type: arithmetic-processor
+          name: Convert `data.item.created_at` from second to millisecond EPOCH UNIX
+            format and map to `created_at_ms`
+          enabled: true
+          expression: data.item.created_at*1000
+          target: created_at_ms
+          replaceMissing: false
+        - type: date-remapper
+          name: Define `created_at_ms` as the official date of the log
+          enabled: true
+          sources:
+            - created_at_ms
+        - type: attribute-remapper
+          name: Map `data.item.performed_by.id` to `usr.id`
+          enabled: true
+          sources:
+            - data.item.performed_by.id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.performed_by.email` to `usr.email`
+          enabled: true
+          sources:
+            - data.item.performed_by.email
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `data.item.performed_by.ip` to `network.client.ip`
+          enabled: true
+          sources:
+            - data.item.performed_by.ip
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: geo-ip-parser
+          name: GeoIP Parser for `network.client.ip`
+          enabled: true
+          sources:
+            - network.client.ip
+          target: network.client.geoip
+          ip_processing_behavior: do-nothing
+    - type: pipeline
+      name: Ticket
+      enabled: true
+      filter:
+        query: "service:ticket"
+      processors:
+        - type: arithmetic-processor
+          name: Convert `data.item.ticket.updated_at` from second to millisecond EPOCH
+            UNIX format and map to `updated_at_ms`
+          enabled: true
+          expression: data.item.ticket.updated_at*1000
+          target: updated_at_ms
+          replaceMissing: false
+        - type: arithmetic-processor
+          name: Convert `data.item.updated_at` from second to millisecond EPOCH UNIX
+            format and map to `updated_at_ms`
+          enabled: true
+          expression: data.item.updated_at*1000
+          target: updated_at_ms
+          replaceMissing: false
+        - type: date-remapper
+          name: Define `updated_at_ms` as the official date of the log
+          enabled: true
+          sources:
+            - updated_at_ms
+        - type: attribute-remapper
+          name: Map `data.item.admin_assignee_id` to `usr.id`
+          enabled: true
+          sources:
+            - data.item.admin_assignee_id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
diff --git a/intercom/assets/logs/intercom_tests.yaml b/intercom/assets/logs/intercom_tests.yaml
new file mode 100644
index 0000000000000..169ffc32c3fd0
--- /dev/null
+++ b/intercom/assets/logs/intercom_tests.yaml
@@ -0,0 +1,2209 @@
+id: intercom
+tests:
+  - sample: |-
+      {
+        "data" : {
+          "item" : {
+            "read" : true,
+            "topics" : {
+              "total_count" : 0,
+              "type" : "topic.list"
+            },
+            "created_at" : 1726135184,
+            "conversation_parts" : {
+              "total_count" : 1,
+              "conversation_parts" : [ {
+                "updated_at" : 1726135185,
+                "redacted" : false,
+                "author" : {
+                  "name" : "Fin",
+                  "id" : "1234567",
+                  "type" : "bot",
+                  "email" : "operator+abcdefgh@intercom.io"
+                },
+                "created_at" : 1726135185,
+                "part_type" : "language_detection_details",
+                "id" : "123",
+                "notified_at" : 1726135185,
+                "type" : "conversation_part"
+              } ],
+              "type" : "conversation_part.list"
+            },
+            "waiting_since" : 1726135184,
+            "source" : {
+              "redacted" : false,
+              "subject" : "",
+              "author" : {
+                "id" : "a3f9de4278b2c016e5d4f309",
+                "type" : "lead",
+                "email" : ""
+              },
+              "id" : "1234567890",
+              "type" : "conversation",
+              "body" : "<p>Hello</p>",
+              "delivered_as" : "customer_initiated",
+              "url" : "http://localhost:3001/"
+            },
+            "type" : "conversation",
+            "priority" : "not_priority",
+            "tags" : {
+              "type" : "tag.list"
+            },
+            "custom_attributes" : {
+              "Copilot used" : false
+            },
+            "teammates" : {
+              "type" : "admin.list"
+            },
+            "updated_at" : 1726135185,
+            "ai_agent_participated" : false,
+            "first_contact_reply" : {
+              "created_at" : 1726135184,
+              "type" : "conversation",
+              "url" : "http://localhost:3001/"
+            },
+            "id" : "73",
+            "state" : "open",
+            "linked_objects" : {
+              "total_count" : 0,
+              "has_more" : false,
+              "type" : "list"
+            },
+            "contacts" : {
+              "type" : "contact.list",
+              "contacts" : [ {
+                "external_id" : "7a8e4d1b-9c23-4f8d-91b2-e3c4d5678f90",
+                "id" : "a3f9de4278b2c016e5d4f309",
+                "type" : "contact"
+              } ]
+            },
+            "open" : true,
+            "statistics" : {
+              "last_contact_reply_at" : "2024-09-12T09:59:44.000Z",
+              "count_assignments" : 0,
+              "count_conversation_parts" : 2,
+              "first_contact_reply_at" : "2024-09-12T09:59:44.000Z",
+              "type" : "conversation_statistics",
+              "count_reopens" : 0
+            }
+          },
+          "type" : "notification_event_data"
+        },
+        "delivery_attempts" : 1,
+        "first_sent_at" : 1726135186,
+        "topic" : "conversation.user.created",
+        "created_at" : 1726135186,
+        "id" : "notif_7b3e81c1-6f92-4c8d-b345-9f5a2c1d8e12",
+        "type" : "notification_event",
+        "app_id" : "abcdefgh",
+        "delivered_at" : 0,
+        "delivery_status" : "pending"
+      }
+    service: "conversation"
+    result:
+      custom:
+        app_id: "abcdefgh"
+        created_at: 1726135186
+        data:
+          item:
+            ai_agent_participated: false
+            contacts:
+              contacts:
+               -
+                external_id: "7a8e4d1b-9c23-4f8d-91b2-e3c4d5678f90"
+                id: "a3f9de4278b2c016e5d4f309"
+                type: "contact"
+              type: "contact.list"
+            conversation_parts:
+              conversation_parts:
+               -
+                updated_at: 1726135185
+                redacted: false
+                author:
+                  name: "Fin"
+                  id: "1234567"
+                  type: "bot"
+                  email: "operator+abcdefgh@intercom.io"
+                created_at: 1726135185
+                part_type: "language_detection_details"
+                id: "123"
+                notified_at: 1726135185
+                type: "conversation_part"
+              total_count: 1
+              type: "conversation_part.list"
+            created_at: 1726135184
+            custom_attributes:
+              copilot_used: false
+            first_contact_reply:
+              created_at: 1726135184
+              type: "conversation"
+              url: "http://localhost:3001/"
+            id: "73"
+            linked_objects:
+              has_more: false
+              total_count: 0
+              type: "list"
+            open: true
+            priority: "not_priority"
+            read: true
+            source:
+              author:
+                email: ""
+                id: "a3f9de4278b2c016e5d4f309"
+                type: "lead"
+              body: "<p>Hello</p>"
+              delivered_as: "customer_initiated"
+              id: "1234567890"
+              redacted: false
+              subject: ""
+              type: "conversation"
+              url: "http://localhost:3001/"
+            state: "open"
+            statistics:
+              count_assignments: 0
+              count_conversation_parts: 2
+              count_reopens: 0
+              first_contact_reply_at: "2024-09-12T09:59:44.000Z"
+              last_contact_reply_at: "2024-09-12T09:59:44.000Z"
+              type: "conversation_statistics"
+            tags:
+              type: "tag.list"
+            teammates:
+              type: "admin.list"
+            topics:
+              total_count: 0
+              type: "topic.list"
+            type: "conversation"
+            updated_at: 1726135185
+            waiting_since: 1726135184
+          type: "notification_event_data"
+        delivered_at: 0
+        delivery_attempts: 1
+        delivery_status: "pending"
+        first_sent_at: 1726135186
+        id: "notif_7b3e81c1-6f92-4c8d-b345-9f5a2c1d8e12"
+        service: "conversation"
+        topic: "conversation.user.created"
+        type: "notification_event"
+        updated_at_ms: 1.726135185E12
+        usr:
+          email: ""
+          id: "a3f9de4278b2c016e5d4f309"
+      message: |-
+        {
+          "data" : {
+            "item" : {
+              "read" : true,
+              "topics" : {
+                "total_count" : 0,
+                "type" : "topic.list"
+              },
+              "created_at" : 1726135184,
+              "conversation_parts" : {
+                "total_count" : 1,
+                "conversation_parts" : [ {
+                  "updated_at" : 1726135185,
+                  "redacted" : false,
+                  "author" : {
+                    "name" : "Fin",
+                    "id" : "1234567",
+                    "type" : "bot",
+                    "email" : "operator+abcdefgh@intercom.io"
+                  },
+                  "created_at" : 1726135185,
+                  "part_type" : "language_detection_details",
+                  "id" : "123",
+                  "notified_at" : 1726135185,
+                  "type" : "conversation_part"
+                } ],
+                "type" : "conversation_part.list"
+              },
+              "waiting_since" : 1726135184,
+              "source" : {
+                "redacted" : false,
+                "subject" : "",
+                "author" : {
+                  "id" : "a3f9de4278b2c016e5d4f309",
+                  "type" : "lead",
+                  "email" : ""
+                },
+                "id" : "1234567890",
+                "type" : "conversation",
+                "body" : "<p>Hello</p>",
+                "delivered_as" : "customer_initiated",
+                "url" : "http://localhost:3001/"
+              },
+              "type" : "conversation",
+              "priority" : "not_priority",
+              "tags" : {
+                "type" : "tag.list"
+              },
+              "custom_attributes" : {
+                "Copilot used" : false
+              },
+              "teammates" : {
+                "type" : "admin.list"
+              },
+              "updated_at" : 1726135185,
+              "ai_agent_participated" : false,
+              "first_contact_reply" : {
+                "created_at" : 1726135184,
+                "type" : "conversation",
+                "url" : "http://localhost:3001/"
+              },
+              "id" : "73",
+              "state" : "open",
+              "linked_objects" : {
+                "total_count" : 0,
+                "has_more" : false,
+                "type" : "list"
+              },
+              "contacts" : {
+                "type" : "contact.list",
+                "contacts" : [ {
+                  "external_id" : "7a8e4d1b-9c23-4f8d-91b2-e3c4d5678f90",
+                  "id" : "a3f9de4278b2c016e5d4f309",
+                  "type" : "contact"
+                } ]
+              },
+              "open" : true,
+              "statistics" : {
+                "last_contact_reply_at" : "2024-09-12T09:59:44.000Z",
+                "count_assignments" : 0,
+                "count_conversation_parts" : 2,
+                "first_contact_reply_at" : "2024-09-12T09:59:44.000Z",
+                "type" : "conversation_statistics",
+                "count_reopens" : 0
+              }
+            },
+            "type" : "notification_event_data"
+          },
+          "delivery_attempts" : 1,
+          "first_sent_at" : 1726135186,
+          "topic" : "conversation.user.created",
+          "created_at" : 1726135186,
+          "id" : "notif_7b3e81c1-6f92-4c8d-b345-9f5a2c1d8e12",
+          "type" : "notification_event",
+          "app_id" : "abcdefgh",
+          "delivered_at" : 0,
+          "delivery_status" : "pending"
+        }
+      service: "conversation"
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1726135185000
+  - sample: >-
+      {
+        "data" : {
+          "item" : {
+            "metadata" : {
+              "update_by_name" : "ABC",
+              "auto_changed" : false,
+              "reassign_conversations" : false,
+              "away_mode" : false,
+              "source" : "admin update from web - Admin id: 1234567",
+              "update_by" : 1234567
+            },
+            "performed_by" : {
+              "ip" : "185.64.148.0",
+              "id" : "1234567",
+              "type" : "admin",
+              "email" : "abc@xyz.com"
+            },
+            "activity_type" : "admin_away_mode_change",
+            "created_at" : 1726135744,
+            "activity_description" : "ABC turned their away mode off and did not reassign their conversations.",
+            "id" : "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
+            "type" : "admin_activity_log_event"
+          },
+          "type" : "notification_event_data"
+        },
+        "delivery_attempts" : 1,
+        "first_sent_at" : 1726135744,
+        "topic" : "admin.activity_log_event.created",
+        "created_at" : 1726135744,
+        "threat_intel" : {
+          "indicators_matched" : [ "IP" ],
+          "results" : [ {
+            "indicator" : "185.64.148.0",
+            "additional_data" : {
+              "tunnels" : [ {
+                "anonymous" : false,
+                "type" : "PROXY",
+                "operator" : "XYZ_PROXY"
+              } ],
+              "as" : {
+                "number" : 55256,
+                "organization" : "XYZ Inc"
+              },
+              "risks" : [ "CALLBACK_PROXY" ],
+              "infrastructure" : "DATACENTER",
+              "organization" : "XYZ Inc.",
+              "client" : {
+                "types" : [ "MOBILE", "DESKTOP" ],
+                "count" : 4,
+                "concentration" : {
+                  "country" : "IN",
+                  "density" : 1,
+                  "city" : "Gurgaon",
+                  "geohash" : "ttnccg",
+                  "state" : "Haryana",
+                  "skew" : 28
+                },
+                "proxies" : [ "LUMINATI_PROXY" ],
+                "countries" : 1
+              },
+              "location" : {
+                "country" : "IN",
+                "city" : "Delhi",
+                "state" : "National Capital Territory of Delhi"
+              }
+            },
+            "source" : {
+              "name" : "spur",
+              "url" : "https://spur.us"
+            },
+            "type" : "IP",
+            "category" : "corp_vpn",
+            "intention" : "benign"
+          } ]
+        },
+        "id" : "notif_3a7c4d12-56e7-4b8d-9f4c-d8e6f1234567",
+        "type" : "notification_event",
+        "app_id" : "abcdefgh",
+        "delivered_at" : 0,
+        "delivery_status" : "pending",
+        "network" : {
+          "ip" : {
+            "attributes" : [ {
+              "ip" : "185.64.148.0",
+              "source" : [ "@data.item.performed_by.ip" ]
+            } ],
+            "list" : [ "185.64.148.0" ]
+          }
+        }
+      }
+    service: "activity"
+    result:
+      custom:
+        app_id: "abcdefgh"
+        created_at: 1726135744
+        created_at_ms: 1.726135744E12
+        data:
+          item:
+            activity_description: "ABC turned their away mode off and did not reassign their conversations."
+            activity_type: "admin_away_mode_change"
+            created_at: 1726135744
+            id: "a1b2c3d4-e5f6-7890-abcd-ef1234567890"
+            metadata:
+              auto_changed: false
+              away_mode: false
+              reassign_conversations: false
+              source: "admin update from web - Admin id: 1234567"
+              update_by: 1234567
+              update_by_name: "ABC"
+            performed_by:
+              email: "abc@xyz.com"
+              id: "1234567"
+              ip: "185.64.148.0"
+              type: "admin"
+            type: "admin_activity_log_event"
+          type: "notification_event_data"
+        delivered_at: 0
+        delivery_attempts: 1
+        delivery_status: "pending"
+        first_sent_at: 1726135744
+        id: "notif_3a7c4d12-56e7-4b8d-9f4c-d8e6f1234567"
+        network:
+          client:
+            geoip:
+              city:
+                name: "Paris"
+              continent:
+                code: "EU"
+                name: "Europe"
+              country:
+                iso_code: "FR"
+                name: "France"
+              ipAddress: "185.64.148.0"
+              location:
+                latitude: 48.90654
+                longitude: 2.33339
+              subdivision:
+                iso_code: "FR-IDF"
+                name: "Île-de-France"
+              timezone: "Europe/Paris"
+            ip: "185.64.148.0"
+          ip:
+            attributes:
+            -
+              ip: "185.64.148.0"
+              source:
+              - "@data.item.performed_by.ip"
+            list:
+            - "185.64.148.0"
+        service: "activity"
+        threat_intel:
+          indicators_matched:
+          - "IP"
+          results:
+          -
+            indicator: "185.64.148.0"
+            additional_data:
+              tunnels:
+              -
+                anonymous: false
+                type: "PROXY"
+                operator: "XYZ_PROXY"
+              as:
+                number: 55256
+                organization: "XYZ Inc"
+              risks:
+              - "CALLBACK_PROXY"
+              infrastructure: "DATACENTER"
+              organization: "XYZ Inc."
+              client:
+                types:
+                - "MOBILE"
+                - "DESKTOP"
+                count: 4
+                concentration:
+                  country: "IN"
+                  density: 1
+                  city: "Gurgaon"
+                  geohash: "ttnccg"
+                  state: "Haryana"
+                  skew: 28
+                proxies:
+                - "LUMINATI_PROXY"
+                countries: 1
+              location:
+                country: "IN"
+                city: "Delhi"
+                state: "National Capital Territory of Delhi"
+            source:
+              name: "spur"
+              url: "https://spur.us"
+            type: "IP"
+            category: "corp_vpn"
+            intention: "benign"
+        topic: "admin.activity_log_event.created"
+        type: "notification_event"
+        usr:
+          email: "abc@xyz.com"
+          id: "1234567"
+      message: |-
+        {
+          "data" : {
+            "item" : {
+              "metadata" : {
+                "update_by_name" : "ABC",
+                "auto_changed" : false,
+                "reassign_conversations" : false,
+                "away_mode" : false,
+                "source" : "admin update from web - Admin id: 1234567",
+                "update_by" : 1234567
+              },
+              "performed_by" : {
+                "ip" : "185.64.148.0",
+                "id" : "1234567",
+                "type" : "admin",
+                "email" : "abc@xyz.com"
+              },
+              "activity_type" : "admin_away_mode_change",
+              "created_at" : 1726135744,
+              "activity_description" : "ABC turned their away mode off and did not reassign their conversations.",
+              "id" : "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
+              "type" : "admin_activity_log_event"
+            },
+            "type" : "notification_event_data"
+          },
+          "delivery_attempts" : 1,
+          "first_sent_at" : 1726135744,
+          "topic" : "admin.activity_log_event.created",
+          "created_at" : 1726135744,
+          "threat_intel" : {
+            "indicators_matched" : [ "IP" ],
+            "results" : [ {
+              "indicator" : "185.64.148.0",
+              "additional_data" : {
+                "tunnels" : [ {
+                  "anonymous" : false,
+                  "type" : "PROXY",
+                  "operator" : "XYZ_PROXY"
+                } ],
+                "as" : {
+                  "number" : 55256,
+                  "organization" : "XYZ Inc"
+                },
+                "risks" : [ "CALLBACK_PROXY" ],
+                "infrastructure" : "DATACENTER",
+                "organization" : "XYZ Inc.",
+                "client" : {
+                  "types" : [ "MOBILE", "DESKTOP" ],
+                  "count" : 4,
+                  "concentration" : {
+                    "country" : "IN",
+                    "density" : 1,
+                    "city" : "Gurgaon",
+                    "geohash" : "ttnccg",
+                    "state" : "Haryana",
+                    "skew" : 28
+                  },
+                  "proxies" : [ "LUMINATI_PROXY" ],
+                  "countries" : 1
+                },
+                "location" : {
+                  "country" : "IN",
+                  "city" : "Delhi",
+                  "state" : "National Capital Territory of Delhi"
+                }
+              },
+              "source" : {
+                "name" : "spur",
+                "url" : "https://spur.us"
+              },
+              "type" : "IP",
+              "category" : "corp_vpn",
+              "intention" : "benign"
+            } ]
+          },
+          "id" : "notif_3a7c4d12-56e7-4b8d-9f4c-d8e6f1234567",
+          "type" : "notification_event",
+          "app_id" : "abcdefgh",
+          "delivered_at" : 0,
+          "delivery_status" : "pending",
+          "network" : {
+            "ip" : {
+              "attributes" : [ {
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+        "delivery_status" : "pending"
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+      custom:
+        app_id: "abcdefgh"
+        created_at: 1726136231
+        data:
+          item:
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+            category: "Customer"
+            contacts:
+              contacts:
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+                external_id: "f7a1b9c2-8d34-4e5f-91a6-3d9e7b8c6f2d"
+                id: "4b3c7a9d8e1f4b3d6a7c9e0f"
+                type: "contact"
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+            id: "20"
+            is_shared: true
+            linked_objects:
+              has_more: false
+              total_count: 0
+              type: "list"
+            open: true
+            team_assignee_id: "0"
+            ticket_attributes:
+              _default_description_: "Support request for assistance with customer interaction. Limited information provided, further details needed to proceed with ticket resolution."
+              _default_title_: "Assistance Request for Customer Interaction"
+            ticket_id: "14"
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+               -
+                updated_at: 1725600373
+                redacted: false
+                author:
+                  name: "Fin"
+                  id: "1234567"
+                  type: "bot"
+                  email: "operator+abcdefgh@intercom.io"
+                created_at: 1725600373
+                part_type: "language_detection_details"
+                id: "324"
+                type: "ticket_part"
+               -
+                updated_at: 1725600378
+                redacted: false
+                author:
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+                  id: "1234567"
+                  type: "bot"
+                  email: "operator+abcdefgh@intercom.io"
+                created_at: 1725600378
+                part_type: "comment"
+                id: "325"
+                type: "ticket_part"
+                body: "<p>Hi there! How can I assist you today?</p>"
+               -
+                updated_at: 1725600405
+                redacted: false
+                author:
+                  name: "ABC"
+                  id: "1234567"
+                  type: "admin"
+                  email: "abc@xyz.com"
+                created_at: 1725600405
+                part_type: "assignment"
+                id: "326"
+                type: "ticket_part"
+                body: "<p class=\"no-margin\">Two</p>"
+                assigned_to:
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+                  type: "admin"
+               -
+                ticket_state: "submitted"
+                previous_ticket_state: "submitted"
+                updated_at: 1726136230
+                redacted: false
+                author:
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+                  id: "1234567"
+                  type: "admin"
+                  email: "abc@xyz.com"
+                created_at: 1726136230
+                part_type: "ticket_state_updated_by_admin"
+                id: "561"
+                type: "ticket_part"
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+              type: "ticket_part.list"
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+            ticket_state_external_label: "Submitted"
+            ticket_state_internal_label: "Submitted"
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+              category: "Customer"
+              created_at: 1724911006
+              description: "When a customer query can't be instantly resolved, convert to support request ticket to ensure the right details are captured and allow customers to keep track of progress."
+              icon: "🎟"
+              id: "1"
+              is_internal: false
+              name: "Support Request"
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+                  input_options:
+                    multiline: false
+                  description: ""
+                  created_at: 1724911006
+                  type: "ticket_type_attribute"
+                  visible_on_create: true
+                  workspace_id: "abcdefgh"
+                  visible_to_contacts: true
+                  archived: false
+                  default: true
+                  ticket_type_id: 1
+                  updated_at: 1724911006
+                  name: "_default_title_"
+                  data_type: "string"
+                  required_to_create_for_contacts: false
+                  id: "1234567"
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+                  order: 0
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+                  input_options:
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+                  description: ""
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+                  type: "ticket_type_attribute"
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+                  workspace_id: "abcdefgh"
+                  visible_to_contacts: true
+                  archived: false
+                  default: true
+                  ticket_type_id: 1
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+                  name: "_default_description_"
+                  data_type: "string"
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+                  id: "1234567"
+                  required_to_create: false
+                  order: 1
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+                  input_options:
+                    multiline: false
+                  description: ""
+                  created_at: 1724911006
+                  type: "ticket_type_attribute"
+                  visible_on_create: true
+                  workspace_id: "abcdefgh"
+                  visible_to_contacts: true
+                  archived: false
+                  default: false
+                  ticket_type_id: 1
+                  updated_at: 1724911006
+                  name: "Platforms"
+                  data_type: "string"
+                  required_to_create_for_contacts: false
+                  id: "1234567"
+                  required_to_create: false
+                  order: 2
+                 -
+                  input_options:
+                    multiline: false
+                  description: ""
+                  created_at: 1724911006
+                  type: "ticket_type_attribute"
+                  visible_on_create: true
+                  workspace_id: "abcdefgh"
+                  visible_to_contacts: true
+                  archived: false
+                  default: false
+                  ticket_type_id: 1
+                  updated_at: 1724911006
+                  name: "Root cause"
+                  data_type: "string"
+                  required_to_create_for_contacts: false
+                  id: "1234567"
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+                  order: 3
+                type: "list"
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+              updated_at: 1724911006
+              workspace_id: "abcdefgh"
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+        updated_at_ms: 1.72613623E12
+        usr:
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+        {
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+                  "body" : "<p class=\"no-margin\">Two</p>",
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+  - sample: |-
+      {
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+                    email: "operator+fq6rl0h@intercom.io"
+                  created_at: 1726488977
+                  part_type: "comment"
+                  id: "144"
+                  type: "ticket_part"
+                  body: "<p>Give the team a way to reach you:</p>"
+                 -
+                  updated_at: 1726488977
+                  redacted: false
+                  author:
+                    name: "Fin"
+                    id: "7742909"
+                    type: "bot"
+                    email: "operator+fq6rl0h@intercom.io"
+                  created_at: 1726488977
+                  part_type: "attribute_collector"
+                  id: "145"
+                  type: "ticket_part"
+                 -
+                  ticket_state: "submitted"
+                  previous_ticket_state: "submitted"
+                  updated_at: 1726488984
+                  redacted: false
+                  author:
+                    name: "ABC"
+                    id: "772908"
+                    type: "admin"
+                    email: "abc@xyz.com"
+                  created_at: 1726488984
+                  part_type: "ticket_state_updated_by_admin"
+                  id: "146"
+                  type: "ticket_part"
+                 -
+                  updated_at: 1726488990
+                  redacted: false
+                  author:
+                    name: "ABC"
+                    id: "774208"
+                    type: "admin"
+                    email: "abc@xyz.com"
+                  created_at: 1726488990
+                  part_type: "assignment"
+                  id: "147"
+                  type: "ticket_part"
+                  assigned_to:
+                    id: "774208"
+                    type: "admin"
+                total_count: 6
+                type: "ticket_part.list"
+              ticket_state: "submitted"
+              ticket_state_external_label: "Submitted"
+              ticket_state_internal_label: "Submitted"
+              ticket_type:
+                archived: false
+                category: "Customer"
+                created_at: 1726469971
+                description: ""
+                icon: "📈"
+                id: "5"
+                is_internal: false
+                name: "Demo ticket type"
+                ticket_type_attributes:
+                  data:
+                   -
+                    input_options:
+                      multiline: false
+                    description: ""
+                    created_at: 1726469971
+                    type: "ticket_type_attribute"
+                    visible_on_create: true
+                    workspace_id: "fq6rl0h"
+                    visible_to_contacts: true
+                    archived: false
+                    default: true
+                    ticket_type_id: 5
+                    updated_at: 1726469971
+                    name: "_default_title_"
+                    data_type: "string"
+                    required_to_create_for_contacts: false
+                    id: "5181691"
+                    required_to_create: false
+                    order: 0
+                   -
+                    input_options:
+                      multiline: true
+                    description: ""
+                    created_at: 1726469971
+                    type: "ticket_type_attribute"
+                    visible_on_create: true
+                    workspace_id: "fq6rl0h"
+                    visible_to_contacts: true
+                    archived: false
+                    default: true
+                    ticket_type_id: 5
+                    updated_at: 1726469971
+                    name: "_default_description_"
+                    data_type: "string"
+                    required_to_create_for_contacts: false
+                    id: "5181692"
+                    required_to_create: false
+                    order: 1
+                  type: "list"
+                type: "ticket_type"
+                updated_at: 1726469971
+                workspace_id: "fq6rl0h"
+              type: "ticket"
+              updated_at: 1726488990
+            ticket_part:
+              assigned_to:
+                id: "772908"
+                type: "admin"
+              author:
+                email: "abc@xyz.com"
+                id: "774208"
+                name: "ABC"
+                type: "admin"
+              created_at: 1726488990
+              id: "147"
+              part_type: "assignment"
+              redacted: false
+              type: "ticket_part"
+              updated_at: 1726488990
+            type: "ticket_ticket_part"
+          type: "notification_event_data"
+        delivered_at: 0
+        delivery_attempts: 1
+        delivery_status: "pending"
+        first_sent_at: 1726488992
+        id: "notif_6d5cdb7-2613-4dfc-8afb-646d0d79ab72"
+        service: "ticket"
+        topic: "ticket.admin.assigned"
+        type: "notification_event"
+        updated_at_ms: 1.72648899E12
+      message: |-
+        {
+          "data" : {
+            "item" : {
+              "ticket" : {
+                "ticket_state" : "submitted",
+                "ticket_type" : {
+                  "workspace_id" : "fq6rl0h",
+                  "archived" : false,
+                  "is_internal" : false,
+                  "updated_at" : 1726469971,
+                  "ticket_type_attributes" : {
+                    "data" : [ {
+                      "input_options" : {
+                        "multiline" : false
+                      },
+                      "description" : "",
+                      "created_at" : 1726469971,
+                      "type" : "ticket_type_attribute",
+                      "visible_on_create" : true,
+                      "workspace_id" : "fq6rl0h",
+                      "visible_to_contacts" : true,
+                      "archived" : false,
+                      "default" : true,
+                      "ticket_type_id" : 5,
+                      "updated_at" : 1726469971,
+                      "name" : "_default_title_",
+                      "data_type" : "string",
+                      "required_to_create_for_contacts" : false,
+                      "id" : "5181691",
+                      "required_to_create" : false,
+                      "order" : 0
+                    }, {
+                      "input_options" : {
+                        "multiline" : true
+                      },
+                      "description" : "",
+                      "created_at" : 1726469971,
+                      "type" : "ticket_type_attribute",
+                      "visible_on_create" : true,
+                      "workspace_id" : "fq6rl0h",
+                      "visible_to_contacts" : true,
+                      "archived" : false,
+                      "default" : true,
+                      "ticket_type_id" : 5,
+                      "updated_at" : 1726469971,
+                      "name" : "_default_description_",
+                      "data_type" : "string",
+                      "required_to_create_for_contacts" : false,
+                      "id" : "5181692",
+                      "required_to_create" : false,
+                      "order" : 1
+                    } ],
+                    "type" : "list"
+                  },
+                  "name" : "Demo ticket type",
+                  "icon" : "📈",
+                  "description" : "",
+                  "created_at" : 1726469971,
+                  "id" : "5",
+                  "type" : "ticket_type",
+                  "category" : "Customer"
+                },
+                "ticket_parts" : {
+                  "ticket_parts" : [ {
+                    "updated_at" : 1726488973,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "Fin",
+                      "id" : "774209",
+                      "type" : "bot",
+                      "email" : "operator+fq6rl0h@intercom.io"
+                    },
+                    "created_at" : 1726488973,
+                    "part_type" : "language_detection_details",
+                    "id" : "142",
+                    "type" : "ticket_part"
+                  }, {
+                    "updated_at" : 1726488976,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "Fin",
+                      "id" : "7742909",
+                      "type" : "bot",
+                      "email" : "operator+fq6rl0h@intercom.io"
+                    },
+                    "created_at" : 1726488976,
+                    "part_type" : "channel_and_reply_time_expectation",
+                    "id" : "143",
+                    "type" : "ticket_part",
+                    "body" : "<p>Crest will be back tomorrow.</p>"
+                  }, {
+                    "updated_at" : 1726488977,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "Fin",
+                      "id" : "774209",
+                      "type" : "bot",
+                      "email" : "operator+fq6rl0h@intercom.io"
+                    },
+                    "created_at" : 1726488977,
+                    "part_type" : "comment",
+                    "id" : "144",
+                    "type" : "ticket_part",
+                    "body" : "<p>Give the team a way to reach you:</p>"
+                  }, {
+                    "updated_at" : 1726488977,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "Fin",
+                      "id" : "7742909",
+                      "type" : "bot",
+                      "email" : "operator+fq6rl0h@intercom.io"
+                    },
+                    "created_at" : 1726488977,
+                    "part_type" : "attribute_collector",
+                    "id" : "145",
+                    "type" : "ticket_part"
+                  }, {
+                    "ticket_state" : "submitted",
+                    "previous_ticket_state" : "submitted",
+                    "updated_at" : 1726488984,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "ABC",
+                      "id" : "772908",
+                      "type" : "admin",
+                      "email" : "abc@xyz.com"
+                    },
+                    "created_at" : 1726488984,
+                    "part_type" : "ticket_state_updated_by_admin",
+                    "id" : "146",
+                    "type" : "ticket_part"
+                  }, {
+                    "updated_at" : 1726488990,
+                    "redacted" : false,
+                    "author" : {
+                      "name" : "ABC",
+                      "id" : "774208",
+                      "type" : "admin",
+                      "email" : "abc@xyz.com"
+                    },
+                    "created_at" : 1726488990,
+                    "part_type" : "assignment",
+                    "id" : "147",
+                    "type" : "ticket_part",
+                    "assigned_to" : {
+                      "id" : "774208",
+                      "type" : "admin"
+                    }
+                  } ],
+                  "total_count" : 6,
+                  "type" : "ticket_part.list"
+                },
+                "created_at" : 1726488972,
+                "type" : "ticket",
+                "ticket_id" : "20",
+                "ticket_state_external_label" : "Submitted",
+                "admin_assignee_id" : "774208",
+                "team_assignee_id" : "0",
+                "updated_at" : 1726488990,
+                "is_shared" : true,
+                "ticket_state_internal_label" : "Submitted",
+                "id" : "21",
+                "linked_objects" : {
+                  "total_count" : 0,
+                  "has_more" : false,
+                  "type" : "list"
+                },
+                "category" : "Customer",
+                "contacts" : {
+                  "type" : "contact.list",
+                  "contacts" : [ {
+                    "external_id" : "b601551-5c33-4ab3-ab1a-3ab383596b13",
+                    "id" : "66e82187d198b34128a84ac",
+                    "type" : "contact"
+                  } ]
+                },
+                "open" : true
+              },
+              "type" : "ticket_ticket_part",
+              "ticket_part" : {
+                "updated_at" : 1726488990,
+                "redacted" : false,
+                "author" : {
+                  "name" : "ABC",
+                  "id" : "774208",
+                  "type" : "admin",
+                  "email" : "abc@xyz.com"
+                },
+                "created_at" : 1726488990,
+                "part_type" : "assignment",
+                "id" : "147",
+                "type" : "ticket_part",
+                "assigned_to" : {
+                  "id" : "772908",
+                  "type" : "admin"
+                }
+              }
+            },
+            "type" : "notification_event_data"
+          },
+          "delivery_attempts" : 1,
+          "service" : "ticket",
+          "first_sent_at" : 1726488992,
+          "topic" : "ticket.admin.assigned",
+          "created_at" : 1726488992,
+          "id" : "notif_6d5cdb7-2613-4dfc-8afb-646d0d79ab72",
+          "updated_at_ms" : 1726488990000,
+          "type" : "notification_event",
+          "app_id" : "fq6rl0h",
+          "delivered_at" : 0,
+          "delivery_status" : "pending"
+        }
+      service: "ticket"
+      tags:
+       - "source:LOGS_SOURCE"
+      timestamp: 1726488990000
\ No newline at end of file
diff --git a/intercom/assets/monitors/large_number_of_low_rated_conversations.json b/intercom/assets/monitors/large_number_of_low_rated_conversations.json
new file mode 100644
index 0000000000000..3f96def7b83dd
--- /dev/null
+++ b/intercom/assets/monitors/large_number_of_low_rated_conversations.json
@@ -0,0 +1,36 @@
+{
+	"version": 2,
+	"created_at": "2024-09-18",
+	"last_updated_at": "2024-09-18",
+	"title": "Large Number of Low Rated Conversations",
+	"description": "This monitor tracks and alerts when a large number of conversations receive low ratings.",
+	"definition": {
+		"id": 153714191,
+		"name": "Large Number of Low Rated Conversations",
+		"type": "log alert",
+		"query": "logs(\"source:intercom service:conversation @data.item.conversation_rating.rating:1\").index(\"*\").rollup(\"cardinality\", \"@data.item.source.id\").last(\"1d\") >= 5",
+		"message": "{{#is_alert}}\nA significant number of Intercom conversations have received low ratings. The total number of conversations given a one-star rating is {{value}}.\nPlease take the necessary steps to manage your Intercom account accordingly.\n{{/is_alert}}",
+		"tags": [
+			"source:intercom",
+			"service:conversation"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 5
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:intercom"
+	]
+}
\ No newline at end of file
diff --git a/intercom/assets/service_checks.json b/intercom/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/intercom/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/intercom/images/intercom_activity.png b/intercom/images/intercom_activity.png
new file mode 100644
index 0000000000000..ced43dd8d50be
Binary files /dev/null and b/intercom/images/intercom_activity.png differ
diff --git a/intercom/images/intercom_conversation_1.png b/intercom/images/intercom_conversation_1.png
new file mode 100644
index 0000000000000..79165bbfa886e
Binary files /dev/null and b/intercom/images/intercom_conversation_1.png differ
diff --git a/intercom/images/intercom_conversation_2.png b/intercom/images/intercom_conversation_2.png
new file mode 100644
index 0000000000000..4eedc2c4555a0
Binary files /dev/null and b/intercom/images/intercom_conversation_2.png differ
diff --git a/intercom/images/intercom_data_event.png b/intercom/images/intercom_data_event.png
new file mode 100644
index 0000000000000..38bfae4683ad9
Binary files /dev/null and b/intercom/images/intercom_data_event.png differ
diff --git a/intercom/images/intercom_news_item.png b/intercom/images/intercom_news_item.png
new file mode 100644
index 0000000000000..876f902271789
Binary files /dev/null and b/intercom/images/intercom_news_item.png differ
diff --git a/intercom/images/intercom_ticket.png b/intercom/images/intercom_ticket.png
new file mode 100644
index 0000000000000..2d9945393f47c
Binary files /dev/null and b/intercom/images/intercom_ticket.png differ
diff --git a/intercom/manifest.json b/intercom/manifest.json
new file mode 100644
index 0000000000000..1cc5d7e40f439
--- /dev/null
+++ b/intercom/manifest.json
@@ -0,0 +1,84 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "cacc2ad1-f88b-4306-af8e-90c76e0478a0",
+  "app_id": "intercom",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Intercom Admin activities, Data Events, Conversations, News Items, and Ticket data.",
+    "title": "Intercom",
+    "media": [
+      {
+        "media_type": "image",
+        "caption": "Intercom Activity",
+        "image_url": "images/intercom_activity.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Intercom Data Event",
+        "image_url": "images/intercom_data_event.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Intercom Conversation",
+        "image_url": "images/intercom_conversation_1.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Intercom Conversation",
+        "image_url": "images/intercom_conversation_2.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Intercom News Item",
+        "image_url": "images/intercom_news_item.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "Intercom Ticket",
+        "image_url": "images/intercom_ticket.png"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Category::Collaboration",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 26100804,
+      "source_type_name": "Intercom",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+        "Intercom Conversation": "assets/dashboards/intercom_conversation.json",
+        "Intercom News Item": "assets/dashboards/intercom_news_item.json",
+        "Intercom Activity": "assets/dashboards/intercom_activity.json",
+        "Intercom Data Event": "assets/dashboards/intercom_data_event.json",
+        "Intercom Ticket": "assets/dashboards/intercom_ticket.json"
+    },
+    "monitors": {
+      "Large Number of Low Rated Conversations": "assets/monitors/large_number_of_low_rated_conversations.json"
+    },
+    "logs": {
+      "source": "intercom"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/istio/CHANGELOG.md b/istio/CHANGELOG.md
index f39d516083ab8..bfe5ca8ccf67c 100644
--- a/istio/CHANGELOG.md
+++ b/istio/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.1.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/istio/README.md b/istio/README.md
index 8908bd73d8bc5..93fa7f77fa531 100644
--- a/istio/README.md
+++ b/istio/README.md
@@ -5,7 +5,7 @@
 Datadog monitors every aspect of your Istio environment, so you can:
 - Assess the health of Envoy and the Istio control plane with [logs](#log-collection).
 - Break down the performance of your service mesh with [request, bandwidth, and resource consumption metrics](#metrics).
-- Map network communication between containers, pods, and services over the mesh with [Network Performance Monitoring][1].
+- Map network communication between containers, pods, and services over the mesh with [Cloud Network Monitoring][1].
 - Drill into distributed traces for applications transacting over the mesh with [APM][2].
 
 To learn more about monitoring your Istio environment with Datadog, [see the Monitor blog post][3].
@@ -65,6 +65,9 @@ Customize this file with any additional configurations. See the [sample istio.d/
 ##### Control plane configuration
 To monitor the Istio control plane and report the `mixer`, `galley`, `pilot`, and `citadel` metrics, you must configure the Agent to monitor the `istiod` deployment. In Istio v1.5 or later, apply the following pod annotations for the deployment `istiod` in the `istio-system` namespace:
 
+<!-- xxx tabs xxx -->
+<!-- xxx tab "Annotations v1" xxx -->
+
 ```yaml
 ad.datadoghq.com/discovery.checks: |
   {
@@ -79,7 +82,27 @@ ad.datadoghq.com/discovery.checks: |
   }
 ```
 
-This annotation specifies the container `discovery` to match the default container name of the Istio container in this pod. Replace this annotation `ad.datadoghq.com/<CONTAINER_IDENTIFIER>.checks` with the name (`.spec.containers[i].name`) of your Istio container if yours differs.
+<!-- xxz tab xxx -->
+<!-- xxx tab "Annotations v2" xxx -->
+
+**Note**: Annotations v2 is supported for Agent v7.36+.
+
+```yaml
+ad.datadoghq.com/<CONTAINER_IDENTIFIER>.checks: |
+  {
+    "Istio": {
+      "istiod_endpoint": "http://%%host%%:15014/metrics",
+      "use_openmetrics": "true"
+    }
+  }
+```
+
+<!-- xxz tab xxx -->
+<!-- xxz tabs xxx -->
+
+
+
+This annotation specifies the container `discovery` to match the default container name of the Istio container in this pod. Replace this annotation `ad.datadoghq.com/<CONTAINER_NAME>.checks` with the name (`.spec.containers[i].name`) of your Istio container if yours differs.
 
 The method for applying these annotations varies depending on the [Istio deployment strategy (Istioctl, Helm, Operator)][22] used. Consult the Istio documentation for the proper method to apply these pod annotations. See the [sample istio.d/conf.yaml][8] for all available configuration options.
 
@@ -147,7 +170,7 @@ ad.datadoghq.com/discovery.logs: |
   ]
 ```
 
-This annotation specifies the container `discovery` to match the default container name of the Istio container in this pod. Replace this annotation `ad.datadoghq.com/<CONTAINER_IDENTIFIER>.logs` with the name (`.spec.containers[i].name`) of your Istio container if yours differs.
+This annotation specifies the container `discovery` to match the default container name of the Istio container in this pod. Replace this annotation `ad.datadoghq.com/<CONTAINER_NAME>.logs` with the name (`.spec.containers[i].name`) of your Istio container if yours differs.
 
 Replace `<SERVICE_NAME>` with your desired Istio service name.
 
@@ -168,7 +191,7 @@ ad.datadoghq.com/istio-proxy.logs: |
   ]
 ```
 
-This annotation specifies the container `istio-proxy` to match the default container name of the injected Istio sidecar container. Replace this annotation `ad.datadoghq.com/<CONTAINER_IDENTIFIER>.logs` with the name (`.spec.containers[i].name`) of your Istio sidecar container if yours differs.
+This annotation specifies the container `istio-proxy` to match the default container name of the injected Istio sidecar container. Replace this annotation `ad.datadoghq.com/<CONTAINER_NAME>.logs` with the name (`.spec.containers[i].name`) of your Istio sidecar container if yours differs.
 
 Replace `<SERVICE_NAME>` with your desired Istio proxy service name.
 
diff --git a/istio/changelog.d/18207.added b/istio/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/istio/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/istio/changelog.d/18580.removed b/istio/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/istio/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/istio/changelog.d/18617.fixed b/istio/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/istio/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/istio/datadog_checks/istio/__about__.py b/istio/datadog_checks/istio/__about__.py
index 18882fdf3298a..90c94f7125939 100644
--- a/istio/datadog_checks/istio/__about__.py
+++ b/istio/datadog_checks/istio/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "7.0.0"
+__version__ = "8.0.0"
diff --git a/jboss_wildfly/CHANGELOG.md b/jboss_wildfly/CHANGELOG.md
index abb36b8baa261..5d6008353c7f4 100644
--- a/jboss_wildfly/CHANGELOG.md
+++ b/jboss_wildfly/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/jboss_wildfly/changelog.d/18207.added b/jboss_wildfly/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/jboss_wildfly/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/jboss_wildfly/changelog.d/18617.fixed b/jboss_wildfly/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/jboss_wildfly/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/jboss_wildfly/datadog_checks/jboss_wildfly/__about__.py b/jboss_wildfly/datadog_checks/jboss_wildfly/__about__.py
index f046338059ddf..6a5e784d17c52 100644
--- a/jboss_wildfly/datadog_checks/jboss_wildfly/__about__.py
+++ b/jboss_wildfly/datadog_checks/jboss_wildfly/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/jboss_wildfly/manifest.json b/jboss_wildfly/manifest.json
index b714c53108406..7e92eb364d694 100644
--- a/jboss_wildfly/manifest.json
+++ b/jboss_wildfly/manifest.json
@@ -42,6 +42,9 @@
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       },
+      "process_signatures": [
+        "java jboss-modules.jar"
+      ],
       "source_type_id": 10060,
       "auto_install": true
     },
@@ -49,4 +52,4 @@
       "JBoss WildFly": "assets/dashboards/jboss_wildfly.json"
     }
   }
-}
\ No newline at end of file
+}
diff --git a/jboss_wildfly/tests/docker/docker-compose.yml b/jboss_wildfly/tests/docker/docker-compose.yml
index 4e806f9bd0118..382b6aa12b83b 100644
--- a/jboss_wildfly/tests/docker/docker-compose.yml
+++ b/jboss_wildfly/tests/docker/docker-compose.yml
@@ -1,4 +1,3 @@
-version: '3'
 services:
   jboss_wildfly:
     image: jboss/wildfly:16.0.0.Final
diff --git a/journald/CHANGELOG.md b/journald/CHANGELOG.md
index bbe8a46255c03..1c85c0721ec5b 100644
--- a/journald/CHANGELOG.md
+++ b/journald/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/journald/changelog.d/18207.added b/journald/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/journald/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/journald/changelog.d/18580.removed b/journald/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/journald/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/journald/datadog_checks/journald/__about__.py b/journald/datadog_checks/journald/__about__.py
index a16255352ee20..0791a0b0a54f2 100644
--- a/journald/datadog_checks/journald/__about__.py
+++ b/journald/datadog_checks/journald/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/kafka/CHANGELOG.md b/kafka/CHANGELOG.md
index ce09650e385a3..32295bbad7d4b 100644
--- a/kafka/CHANGELOG.md
+++ b/kafka/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.16.0 / 2024-05-31 / Agent 7.55.0
 
 ***Added***:
diff --git a/kafka/changelog.d/18207.added b/kafka/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kafka/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kafka/changelog.d/18580.removed b/kafka/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kafka/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kafka/changelog.d/18617.fixed b/kafka/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kafka/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kafka/datadog_checks/kafka/__about__.py b/kafka/datadog_checks/kafka/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/kafka/datadog_checks/kafka/__about__.py
+++ b/kafka/datadog_checks/kafka/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/kafka_consumer/CHANGELOG.md b/kafka_consumer/CHANGELOG.md
index 5d6a0c962039f..e1c2864c1b791 100644
--- a/kafka_consumer/CHANGELOG.md
+++ b/kafka_consumer/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.1.0 / 2024-11-25 / Agent 7.60.0
+
+***Security***:
+
+* Bump confluent-kafka to 2.6.1 ([#19099](https://github.com/DataDog/integrations-core/pull/19099))
+
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.6.1 / 2024-09-05
 
 ***Fixed***:
@@ -18,7 +38,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 4.5.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/kafka_consumer/changelog.d/18207.added b/kafka_consumer/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kafka_consumer/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kafka_consumer/changelog.d/18580.removed b/kafka_consumer/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kafka_consumer/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kafka_consumer/changelog.d/18617.fixed b/kafka_consumer/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kafka_consumer/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kafka_consumer/datadog_checks/kafka_consumer/__about__.py b/kafka_consumer/datadog_checks/kafka_consumer/__about__.py
index b033d7b5bb770..34fa89c4d14c1 100644
--- a/kafka_consumer/datadog_checks/kafka_consumer/__about__.py
+++ b/kafka_consumer/datadog_checks/kafka_consumer/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "5.0.0"
+__version__ = "6.1.0"
diff --git a/kafka_consumer/datadog_checks/kafka_consumer/client.py b/kafka_consumer/datadog_checks/kafka_consumer/client.py
index 288354acd49db..6c93f8e3887fd 100644
--- a/kafka_consumer/datadog_checks/kafka_consumer/client.py
+++ b/kafka_consumer/datadog_checks/kafka_consumer/client.py
@@ -6,15 +6,13 @@
 from confluent_kafka import Consumer, ConsumerGroupTopicPartitions, KafkaException, TopicPartition
 from confluent_kafka.admin import AdminClient
 
-from datadog_checks.kafka_consumer.constants import KAFKA_INTERNAL_TOPICS, OFFSET_INVALID
-
 
 class KafkaClient:
     def __init__(self, config, log) -> None:
         self.config = config
         self.log = log
         self._kafka_client = None
-        self.topic_partition_cache = {}
+        self._consumer = None
 
     @property
     def kafka_client(self):
@@ -31,7 +29,7 @@ def kafka_client(self):
 
         return self._kafka_client
 
-    def __create_consumer(self, consumer_group):
+    def open_consumer(self, consumer_group):
         config = {
             "bootstrap.servers": self.config._kafka_connect_str,
             "group.id": consumer_group,
@@ -41,7 +39,12 @@ def __create_consumer(self, consumer_group):
         }
         config.update(self.__get_authentication_config())
 
-        return Consumer(config, logger=self.log)
+        self._consumer = Consumer(config, logger=self.log)
+        self.log.debug("Consumer instance %s created for group %s", self._consumer, consumer_group)
+
+    def close_consumer(self):
+        self.log.debug("Closing consumer instance %s", self._consumer)
+        self._consumer.close()
 
     def __get_authentication_config(self):
         config = {
@@ -79,252 +82,105 @@ def __get_authentication_config(self):
 
         return config
 
-    def get_highwater_offsets(self, consumer_offsets):
-        self.log.debug('Getting highwater offsets')
-
-        cluster_id = ""
-        highwater_offsets = {}
-        topics_with_consumer_offset = set()
-        topic_partition_with_consumer_offset = set()
-
-        if not self.config._monitor_all_broker_highwatermarks:
-            for _, topic, partition in consumer_offsets:
-                topics_with_consumer_offset.add(topic)
-                topic_partition_with_consumer_offset.add((topic, partition))
-
-        topic_partition_checked = set()
-
-        for consumer_group, _topic, _partition in consumer_offsets:
-            self.log.debug('CONSUMER GROUP: %s', consumer_group)
-            if (_topic, _partition) in topic_partition_checked:
-                self.log.debug('Highwater offset already collected for topic %s with partition %s', _topic, _partition)
-                continue
-
-            topic_partitions_for_highwater_offsets = set()
-
-            consumer = self.__create_consumer(consumer_group)
-            self.log.debug("Consumer instance %s created for group %s", consumer, consumer_group)
-            cluster_metadata = consumer.list_topics(timeout=self.config._request_timeout)
-            try:
-                cluster_id = cluster_metadata.cluster_id
-            except AttributeError:
-                self.log.error("Failed to get cluster metadata for consumer group %s", consumer_group)
-            topics = cluster_metadata.topics
-
-            for topic in topics:
-                if topic in KAFKA_INTERNAL_TOPICS:
-                    self.log.debug("Skipping internal topic %s", topic)
-                    continue
-                if not self.config._monitor_all_broker_highwatermarks and topic not in topics_with_consumer_offset:
-                    self.log.debug("Skipping non-relevant topic %s", topic)
-                    continue
-
-                for partition in topics[topic].partitions:
-                    if (
-                        self.config._monitor_all_broker_highwatermarks
-                        or (topic, partition) in topic_partition_with_consumer_offset
-                    ):
-                        # Setting offset to -1 will return the latest highwater offset while calling offsets_for_times
-                        #   Reference: https://github.com/fede1024/rust-rdkafka/issues/460
-                        topic_partitions_for_highwater_offsets.add(
-                            TopicPartition(topic=topic, partition=partition, offset=-1)
-                        )
-                        self.log.debug('TOPIC: %s', topic)
-                        self.log.debug('PARTITION: %s', partition)
-                    else:
-                        self.log.debug("Skipping non-relevant partition %s of topic %s", partition, topic)
-
-            if len(topic_partitions_for_highwater_offsets) > 0:
-                self.log.debug(
-                    'Querying %s highwater offsets for consumer group %s',
-                    len(topic_partitions_for_highwater_offsets),
-                    consumer_group,
-                )
-                for topic_partition_with_highwater_offset in consumer.offsets_for_times(
-                    partitions=list(topic_partitions_for_highwater_offsets),
-                    timeout=self.config._request_timeout,
-                ):
-                    self.log.debug('Topic partition with highwater offset: %s', topic_partition_with_highwater_offset)
-                    topic = topic_partition_with_highwater_offset.topic
-                    partition = topic_partition_with_highwater_offset.partition
-                    offset = topic_partition_with_highwater_offset.offset
-                    highwater_offsets[(topic, partition)] = offset
-                    self.log.debug("Adding %s %s to checked set to facilitate early exit", topic, partition)
-                    topic_partition_checked.add((topic, partition))
-            else:
-                self.log.debug('No new highwater offsets to query for consumer group %s', consumer_group)
-
-            self.log.debug("Closing consumer instance %s", consumer)
-            consumer.close()
-
-        self.log.debug('Got %s highwater offsets', len(highwater_offsets))
-        return highwater_offsets, cluster_id
+    def consumer_get_cluster_id_and_list_topics(self, consumer_group):
+        cluster_metadata = self._consumer.list_topics(timeout=self.config._request_timeout)
+        try:
+            # TODO: remove this try-except, the attribute is always present.
+            cluster_id = cluster_metadata.cluster_id
+        except AttributeError:
+            self.log.error("Failed to get cluster metadata for consumer group %s", consumer_group)
+            return "", []
+        return (cluster_id, [(name, list(metadata.partitions)) for name, metadata in cluster_metadata.topics.items()])
+
+    def consumer_offsets_for_times(self, partitions):
+        topicpartitions_for_querying = [
+            # Setting offset to -1 will return the latest highwater offset while calling offsets_for_times
+            #   Reference: https://github.com/fede1024/rust-rdkafka/issues/460
+            TopicPartition(topic=topic, partition=partition, offset=-1)
+            for topic, partition in partitions
+        ]
+        return [
+            (tp.topic, tp.partition, tp.offset)
+            for tp in self._consumer.offsets_for_times(
+                partitions=topicpartitions_for_querying, timeout=self.config._request_timeout
+            )
+        ]
 
     def get_partitions_for_topic(self, topic):
-        if partitions := self.topic_partition_cache.get(topic):
-            return partitions
-
         try:
             cluster_metadata = self.kafka_client.list_topics(topic, timeout=self.config._request_timeout)
         except KafkaException as e:
             self.log.error("Received exception when getting partitions for topic %s: %s", topic, e)
-            return None
-        else:
-            topic_metadata = cluster_metadata.topics[topic]
-            partitions = list(topic_metadata.partitions.keys())
-            self.topic_partition_cache[topic] = partitions
-            return partitions
+            return []
+        topic_metadata = cluster_metadata.topics[topic]
+        return list(topic_metadata.partitions)
 
     def request_metadata_update(self):
         # https://github.com/confluentinc/confluent-kafka-python/issues/594
         self.kafka_client.list_topics(None, timeout=self.config._request_timeout)
 
-    def get_consumer_offsets(self):
-        # {(consumer_group, topic, partition): offset}
-        self.log.debug('Getting consumer offsets')
-        consumer_offsets = {}
-
-        consumer_groups = self._get_consumer_groups()
-        self.log.debug('Identified %s consumer groups', len(consumer_groups))
+    def list_consumer_groups(self):
+        groups = []
+        try:
+            groups_res = self.kafka_client.list_consumer_groups().result()
+            for valid_group in groups_res.valid:
+                self.log.debug("Discovered consumer group: %s", valid_group.group_id)
+                groups.append(valid_group.group_id)
+        except Exception as e:
+            self.log.error("Failed to collect consumer groups: %s", e)
+        return groups
+
+    def list_consumer_group_offsets(self, groups):
+        """
+        For every group and (optionally) its topics and partitions retrieve consumer offsets.
 
-        futures = self._get_consumer_offset_futures(consumer_groups)
-        self.log.debug('%s futures to be waited on', len(futures))
+        As input expects a list of tuples: (consumer_group_id, topic_partitions).
+        topic_partitions are either None to indicate we want all topics and partitions OR a list of (topic, partition).
 
-        for future in as_completed(futures):
+        Returns a list of tuples with members:
+        1. group id
+        2. list of tuples: (topic, partition, offset)
+        """
+        futures = []
+        for consumer_group, topic_partitions in groups:
+            topic_partitions = (
+                topic_partitions if topic_partitions is None else [TopicPartition(t, p) for t, p in topic_partitions]
+            )
+            futures.append(
+                self.kafka_client.list_consumer_group_offsets(
+                    [ConsumerGroupTopicPartitions(group_id=consumer_group, topic_partitions=topic_partitions)]
+                )[consumer_group]
+            )
+        offsets = []
+        for completed in as_completed(futures):
             try:
-                response_offset_info = future.result()
+                response_offset_info = completed.result()
             except KafkaException as e:
-                self.log.debug("Failed to read consumer offsets for future %s: %s", future, e)
-            else:
-                consumer_group = response_offset_info.group_id
-                topic_partitions = response_offset_info.topic_partitions
-
-                self.log.debug('RESULT CONSUMER GROUP: %s', consumer_group)
-                self.log.debug('RESULT TOPIC PARTITIONS: %s', topic_partitions)
-
-                for topic_partition in topic_partitions:
-                    topic = topic_partition.topic
-                    partition = topic_partition.partition
-                    offset = topic_partition.offset
-
-                    self.log.debug('RESULTS TOPIC: %s', topic)
-                    self.log.debug('RESULTS PARTITION: %s', partition)
-                    self.log.debug('RESULTS OFFSET: %s', offset)
-
-                    if topic_partition.error:
-                        self.log.debug(
-                            "Encountered error: %s. Occurred with topic: %s; partition: [%s]",
-                            topic_partition.error.str(),
-                            topic_partition.topic,
-                            str(topic_partition.partition),
-                        )
-                        continue
-
-                    if offset == OFFSET_INVALID:
-                        continue
-
-                    if self.config._monitor_unlisted_consumer_groups or not self.config._consumer_groups_compiled_regex:
-                        consumer_offsets[(consumer_group, topic, partition)] = offset
-                    else:
-                        to_match = f"{consumer_group},{topic},{partition}"
-                        if self.config._consumer_groups_compiled_regex.match(to_match):
-                            consumer_offsets[(consumer_group, topic, partition)] = offset
-
-        self.log.debug('Got %s consumer offsets', len(consumer_offsets))
-        return consumer_offsets
-
-    def _get_consumer_groups(self):
-        # Get all consumer groups to monitor
-        consumer_groups = []
-        if self.config._monitor_unlisted_consumer_groups or self.config._consumer_groups_compiled_regex:
-            consumer_groups_future = self.kafka_client.list_consumer_groups()
-            try:
-                list_consumer_groups_result = consumer_groups_future.result()
-                for valid_consumer_group in list_consumer_groups_result.valid:
-                    self.log.debug("Discovered consumer group: %s", valid_consumer_group.group_id)
-
-                consumer_groups.extend(
-                    valid_consumer_group.group_id
-                    for valid_consumer_group in list_consumer_groups_result.valid
-                    if valid_consumer_group.group_id != ""
-                )
-            except Exception as e:
-                self.log.error("Failed to collect consumer groups: %s", e)
-            return consumer_groups
-        else:
-            return self.config._consumer_groups
-
-    def get_consumer_group_state(self, consumer_group):
-        consumer_group_state = ""
-        # Get the consumer group state if present
-        consumer_groups_future = self._describe_consumer_groups(consumer_group)
-        consumer_groups_result = consumer_groups_future[consumer_group].result()
-        self.log.debug(
-            "Consumer group: %s in state %s",
-            consumer_groups_result.group_id,
-            consumer_groups_result.state,
-        )
-        consumer_group_result_state = str(consumer_groups_result.state)
-        consumer_group_state = consumer_group_result_state.split('.')[1]
-
-        return consumer_group_state
-
-    def _list_consumer_group_offsets(self, cg_tp):
-        """
-        :returns: A dict of futures for each group, keyed by the group id.
-                  The future result() method returns :class:`ConsumerGroupTopicPartitions`.
-
-        :rtype: dict[str, future]
-        """
-        return self.kafka_client.list_consumer_group_offsets([cg_tp])
+                self.log.debug("Failed to read consumer offsets for future %s: %s", completed, e)
+                continue
+            tpo = []
+            for tp in response_offset_info.topic_partitions:
+                if tp.error:
+                    self.log.debug(
+                        "Encountered error: %s. Occurred with topic: %s; partition: [%s]",
+                        tp.error.str(),
+                        tp.topic,
+                        str(tp.partition),
+                    )
+                    continue
+                tpo.append((tp.topic, tp.partition, tp.offset))
+            offsets.append((response_offset_info.group_id, tpo))
+        return offsets
 
-    def _describe_consumer_groups(self, consumer_group):
+    def describe_consumer_groups(self, consumer_group):
         """
         :returns: A dict of futures for each group, keyed by the group_id.
                   The future result() method returns :class:`ConsumerGroupDescription`.
 
         :rtype: dict[str, future]
         """
-        return self.kafka_client.describe_consumer_groups([consumer_group])
+        desc = self.kafka_client.describe_consumer_groups([consumer_group])[consumer_group].result()
+        return (desc.group_id, desc.state.value)
 
     def close_admin_client(self):
         self._kafka_client = None
-
-    def _get_consumer_offset_futures(self, consumer_groups):
-        futures = []
-
-        # If either monitoring all consumer groups or regex, return all consumer group offsets (can filter later)
-        if self.config._monitor_unlisted_consumer_groups or self.config._consumer_groups_compiled_regex:
-            for consumer_group in consumer_groups:
-                futures.append(
-                    self._list_consumer_group_offsets(ConsumerGroupTopicPartitions(consumer_group))[consumer_group]
-                )
-            return futures
-
-        for consumer_group in consumer_groups:
-            # If topics are specified
-            topics = consumer_groups.get(consumer_group)
-            if not topics:
-                futures.append(
-                    self._list_consumer_group_offsets(ConsumerGroupTopicPartitions(consumer_group))[consumer_group]
-                )
-                continue
-
-            for topic in topics:
-                # If partitions are defined
-                if partitions := topics[topic]:
-                    topic_partitions = [TopicPartition(topic, partition) for partition in partitions]
-                # If partitions are not defined
-                else:
-                    # get all the partitions for this topic
-                    partitions = self.get_partitions_for_topic(topic)
-
-                    topic_partitions = [TopicPartition(topic, partition) for partition in partitions]
-
-                futures.append(
-                    self._list_consumer_group_offsets(ConsumerGroupTopicPartitions(consumer_group, topic_partitions))[
-                        consumer_group
-                    ]
-                )
-
-        return futures
diff --git a/kafka_consumer/datadog_checks/kafka_consumer/kafka_consumer.py b/kafka_consumer/datadog_checks/kafka_consumer/kafka_consumer.py
index ca5887039aed5..554ef4f6d3373 100644
--- a/kafka_consumer/datadog_checks/kafka_consumer/kafka_consumer.py
+++ b/kafka_consumer/datadog_checks/kafka_consumer/kafka_consumer.py
@@ -8,6 +8,7 @@
 from datadog_checks.base import AgentCheck, is_affirmative
 from datadog_checks.kafka_consumer.client import KafkaClient
 from datadog_checks.kafka_consumer.config import KafkaConfig
+from datadog_checks.kafka_consumer.constants import KAFKA_INTERNAL_TOPICS, OFFSET_INVALID
 
 MAX_TIMESTAMPS = 1000
 
@@ -22,6 +23,7 @@ def __init__(self, name, init_config, instances):
         self._data_streams_enabled = is_affirmative(self.instance.get('data_streams_enabled', False))
         self._max_timestamps = int(self.instance.get('timestamp_history_size', MAX_TIMESTAMPS))
         self.client = KafkaClient(self.config, self.log)
+        self.topic_partition_cache = {}
         self.check_initializations.insert(0, self.config.validate_config)
 
     def check(self, _):
@@ -40,7 +42,7 @@ def check(self, _):
         try:
             # Fetch consumer offsets
             # Expected format: {(consumer_group, topic, partition): offset}
-            consumer_offsets = self.client.get_consumer_offsets()
+            consumer_offsets = self.get_consumer_offsets()
         except Exception:
             self.log.exception("There was a problem collecting consumer offsets from Kafka.")
             # don't raise because we might get valid broker offsets
@@ -54,7 +56,7 @@ def check(self, _):
             if len(consumer_offsets) < self._context_limit:
                 # Fetch highwater offsets
                 # Expected format: ({(topic, partition): offset}, cluster_id)
-                highwater_offsets, cluster_id = self.client.get_highwater_offsets(consumer_offsets)
+                highwater_offsets, cluster_id = self.get_highwater_offsets(consumer_offsets)
                 if self._data_streams_enabled:
                     broker_timestamps = self._load_broker_timestamps(persistent_cache_key)
                     self._add_broker_timestamps(broker_timestamps, highwater_offsets)
@@ -95,6 +97,74 @@ def check(self, _):
         if self.config._close_admin_client:
             self.client.close_admin_client()
 
+    def get_consumer_offsets(self):
+        # {(consumer_group, topic, partition): offset}
+        self.log.debug('Getting consumer offsets')
+        consumer_offsets = {}
+
+        consumer_groups = self._get_consumer_groups()
+        self.log.debug('Identified %s consumer groups', len(consumer_groups))
+
+        offsets = self._get_offsets_for_groups(consumer_groups)
+        self.log.debug('%s futures to be waited on', len(offsets))
+
+        for consumer_group, topic_partitions in offsets:
+
+            self.log.debug('RESULT CONSUMER GROUP: %s', consumer_group)
+
+            for topic, partition, offset in topic_partitions:
+                self.log.debug('RESULTS TOPIC: %s', topic)
+                self.log.debug('RESULTS PARTITION: %s', partition)
+                self.log.debug('RESULTS OFFSET: %s', offset)
+
+                if offset == OFFSET_INVALID:
+                    continue
+
+                if self.config._monitor_unlisted_consumer_groups or not self.config._consumer_groups_compiled_regex:
+                    consumer_offsets[(consumer_group, topic, partition)] = offset
+                else:
+                    to_match = f"{consumer_group},{topic},{partition}"
+                    if self.config._consumer_groups_compiled_regex.match(to_match):
+                        consumer_offsets[(consumer_group, topic, partition)] = offset
+
+        self.log.debug('Got %s consumer offsets', len(consumer_offsets))
+        return consumer_offsets
+
+    def _get_consumer_groups(self):
+        # Get all consumer groups to monitor
+        if self.config._monitor_unlisted_consumer_groups or self.config._consumer_groups_compiled_regex:
+            return [grp for grp in self.client.list_consumer_groups() if grp]
+        else:
+            return self.config._consumer_groups
+
+    def _get_offsets_for_groups(self, consumer_groups):
+        groups = []
+
+        # If either monitoring all consumer groups or regex, return all consumer group offsets (can filter later)
+        if self.config._monitor_unlisted_consumer_groups or self.config._consumer_groups_compiled_regex:
+            for consumer_group in consumer_groups:
+                groups.append((consumer_group, None))
+            return self.client.list_consumer_group_offsets(groups)
+
+        for consumer_group in consumer_groups:
+            # If topics are specified
+            topics = consumer_groups.get(consumer_group)
+            if not topics:
+                groups.append((consumer_group, None))
+                continue
+
+            for topic, partitions in topics.items():
+                if not partitions:
+                    if topic in self.topic_partition_cache:
+                        partitions = self.topic_partition_cache[topic]
+                    else:
+                        partitions = self.topic_partition_cache[topic] = self.client.get_partitions_for_topic(topic)
+                topic_partitions = [(topic, p) for p in partitions]
+
+                groups.append((consumer_group, topic_partitions))
+
+        return self.client.list_consumer_group_offsets(groups)
+
     def _load_broker_timestamps(self, persistent_cache_key):
         """Loads broker timestamps from persistent cache."""
         broker_timestamps = defaultdict(dict)
@@ -139,7 +209,7 @@ def report_consumer_offsets_and_lag(
         reported_contexts = 0
         self.log.debug("Reporting consumer offsets and lag metrics")
         for (consumer_group, topic, partition), consumer_offset in consumer_offsets.items():
-            consumer_group_state = self.client.get_consumer_group_state(consumer_group)
+            consumer_group_state = self.get_consumer_group_state(consumer_group)
             if reported_contexts >= contexts_limit:
                 self.log.debug(
                     "Reported contexts number %s greater than or equal to contexts limit of %s, returning",
@@ -207,7 +277,7 @@ def report_consumer_offsets_and_lag(
                 self.gauge('estimated_consumer_lag', lag, tags=consumer_group_tags)
                 reported_contexts += 1
             else:
-                if partitions is None:
+                if not partitions:
                     msg = (
                         "Consumer group: %s has offsets for topic: %s, partition: %s, but that topic has no partitions "
                         "in the cluster, so skipping reporting these offsets."
@@ -221,6 +291,82 @@ def report_consumer_offsets_and_lag(
                 self.client.request_metadata_update()  # force metadata update on next poll()
         self.log.debug('%s consumer offsets reported', reported_contexts)
 
+    def get_consumer_group_state(self, consumer_group):
+        consumer_group_state = ""
+        # Get the consumer group state if present
+        group_id, consumer_group_state = self.client.describe_consumer_groups(consumer_group)
+        self.log.debug(
+            "Consumer group: %s in state %s",
+            group_id,
+            consumer_group_state,
+        )
+        return consumer_group_state
+
+    def get_highwater_offsets(self, consumer_offsets):
+        self.log.debug('Getting highwater offsets')
+
+        cluster_id = ""
+        highwater_offsets = {}
+        topics_with_consumer_offset = set()
+        topic_partition_with_consumer_offset = set()
+
+        if not self.config._monitor_all_broker_highwatermarks:
+            for _, topic, partition in consumer_offsets:
+                topics_with_consumer_offset.add(topic)
+                topic_partition_with_consumer_offset.add((topic, partition))
+
+        topic_partition_checked = set()
+
+        for consumer_group, _topic, _partition in consumer_offsets:
+            self.log.debug('CONSUMER GROUP: %s', consumer_group)
+            if (_topic, _partition) in topic_partition_checked:
+                self.log.debug('Highwater offset already collected for topic %s with partition %s', _topic, _partition)
+                continue
+
+            topic_partitions_for_highwater_offsets = set()
+
+            self.client.open_consumer(consumer_group)
+            cluster_id, topics = self.client.consumer_get_cluster_id_and_list_topics(consumer_group)
+
+            for topic, partitions in topics:
+                if topic in KAFKA_INTERNAL_TOPICS:
+                    self.log.debug("Skipping internal topic %s", topic)
+                    continue
+                if not self.config._monitor_all_broker_highwatermarks and topic not in topics_with_consumer_offset:
+                    self.log.debug("Skipping non-relevant topic %s", topic)
+                    continue
+
+                for partition in partitions:
+                    if (
+                        self.config._monitor_all_broker_highwatermarks
+                        or (topic, partition) in topic_partition_with_consumer_offset
+                    ):
+                        topic_partitions_for_highwater_offsets.add((topic, partition))
+                        self.log.debug('TOPIC: %s', topic)
+                        self.log.debug('PARTITION: %s', partition)
+                    else:
+                        self.log.debug("Skipping non-relevant partition %s of topic %s", partition, topic)
+
+            if len(topic_partitions_for_highwater_offsets) > 0:
+                self.log.debug(
+                    'Querying %s highwater offsets for consumer group %s',
+                    len(topic_partitions_for_highwater_offsets),
+                    consumer_group,
+                )
+                for topic, partition, offset in self.client.consumer_offsets_for_times(
+                    partitions=topic_partitions_for_highwater_offsets
+                ):
+                    highwater_offsets[(topic, partition)] = offset
+                    self.log.debug("Adding %s %s to checked set to facilitate early exit", topic, partition)
+                    topic_partition_checked.add((topic, partition))
+            else:
+                self.log.debug('No new highwater offsets to query for consumer group %s', consumer_group)
+
+            self.client.close_consumer()
+
+        self.log.debug('Got %s highwater offsets', len(highwater_offsets))
+        return highwater_offsets, cluster_id
+
     def send_event(self, title, text, tags, event_type, aggregation_key, severity='info'):
         """Emit an event to the Datadog Event Stream."""
         event_dict = {
diff --git a/kafka_consumer/hatch.toml b/kafka_consumer/hatch.toml
index 2c54fc0f8f402..8947bec36709a 100644
--- a/kafka_consumer/hatch.toml
+++ b/kafka_consumer/hatch.toml
@@ -5,7 +5,7 @@
 # Also bump the LIBRDKAFKA_VERSION version in this file
 post-install-commands = [
   "python -m pip uninstall -y confluent-kafka",
-  "python -m pip install --no-binary confluent-kafka confluent-kafka==2.5.0",
+  "python -m pip install --no-binary confluent-kafka confluent-kafka==2.6.1",
 ]
 
 [envs.default.env-vars]
diff --git a/kafka_consumer/pyproject.toml b/kafka_consumer/pyproject.toml
index f6f15c1917fef..7c44ca3a70897 100644
--- a/kafka_consumer/pyproject.toml
+++ b/kafka_consumer/pyproject.toml
@@ -36,7 +36,7 @@ license = "BSD-3-Clause"
 
 [project.optional-dependencies]
 deps = [
-    "confluent-kafka==2.5.0",
+    "confluent-kafka==2.6.1",
 ]
 
 [project.urls]
diff --git a/kafka_consumer/tests/test_integration.py b/kafka_consumer/tests/test_integration.py
index 4886cd74633b7..f94d8e213ed66 100644
--- a/kafka_consumer/tests/test_integration.py
+++ b/kafka_consumer/tests/test_integration.py
@@ -467,3 +467,42 @@ def test_regex_consumer_groups(
     aggregator.assert_metric("kafka.estimated_consumer_lag", count=consumer_lag_seconds_count)
 
     assert expected_warning in caplog.text
+
+
+@pytest.mark.parametrize(
+    'read_persistent_cache, kafka_instance_config, consumer_lag_seconds_count',
+    [
+        pytest.param(
+            "",
+            {
+                'consumer_groups': {},
+                'data_streams_enabled': 'true',
+                'monitor_unlisted_consumer_groups': True,
+            },
+            0,
+            id='Read from cache failed',
+        ),
+    ],
+)
+def test_load_broker_timestamps_empty(
+    read_persistent_cache,
+    kafka_instance_config,
+    consumer_lag_seconds_count,
+    kafka_instance,
+    dd_run_check,
+    caplog,
+    aggregator,
+    check,
+):
+
+    kafka_instance.update(kafka_instance_config)
+    check = check(kafka_instance)
+    check.read_persistent_cache = mock.Mock(return_value=read_persistent_cache)
+    dd_run_check(check)
+
+    caplog.set_level(logging.WARN)
+    expected_warning = " Could not read broker timestamps from cache"
+
+    assert expected_warning in caplog.text
+    aggregator.assert_metric("kafka.estimated_consumer_lag", count=consumer_lag_seconds_count)
+    assert check.read_persistent_cache.mock_calls == [mock.call("broker_timestamps_")]
diff --git a/kafka_consumer/tests/test_unit.py b/kafka_consumer/tests/test_unit.py
index ac593a9761e94..f38bda65e8c23 100644
--- a/kafka_consumer/tests/test_unit.py
+++ b/kafka_consumer/tests/test_unit.py
@@ -1,20 +1,50 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-import concurrent.futures
 import logging
 from contextlib import nullcontext as does_not_raise
 
 import mock
 import pytest
-from confluent_kafka.admin._group import ConsumerGroupListing, ListConsumerGroupsResult
 
 from datadog_checks.kafka_consumer import KafkaCheck
+from datadog_checks.kafka_consumer.client import KafkaClient
 from datadog_checks.kafka_consumer.kafka_consumer import _get_interpolated_timestamp
 
 pytestmark = [pytest.mark.unit]
 
 
+def fake_consumer_offsets_for_times(partitions):
+    """In our testing environment the offset is 80 for all partitions and topics."""
+
+    return [(t, p, 80) for t, p in partitions]
+
+
+def seed_mock_client():
+    """Set some common defaults for the mock client to kafka."""
+    client = mock.create_autospec(KafkaClient)
+    client.list_consumer_groups.return_value = ["consumer_group1"]
+    client.get_partitions_for_topic.return_value = ['partition1']
+    client.list_consumer_group_offsets.return_value = [("consumer_group1", [("topic1", "partition1", 2)])]
+    client.describe_consumer_groups.return_value = ('consumer_group', 'STABLE')
+    client.consumer_get_cluster_id_and_list_topics.return_value = (
+        "cluster_id",
+        # topics
+        [
+            # Used in unit tets
+            ('topic1', ["partition1"]),
+            ('topic2', ["partition2"]),
+            # Copied from integration tests
+            ('dc', [0, 1]),
+            ('unconsumed_topic', [0, 1]),
+            ('marvel', [0, 1]),
+            ('__consumer_offsets', [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        ],
+    )
+    client.consumer_offsets_for_times = fake_consumer_offsets_for_times
+    return client
+
+
 @pytest.mark.parametrize(
     'legacy_config, kafka_client_config, value',
     [
@@ -149,24 +179,15 @@ def test_oauth_config(
 
 # TODO: After these tests are finished and the revamp is complete,
 # the tests should be refactored to be parameters instead of separate tests
-@mock.patch("datadog_checks.kafka_consumer.kafka_consumer.KafkaClient")
-def test_when_consumer_lag_less_than_zero_then_emit_event(
-    mock_generic_client, check, kafka_instance, dd_run_check, aggregator
-):
+def test_when_consumer_lag_less_than_zero_then_emit_event(check, kafka_instance, dd_run_check, aggregator):
     # Given
-    # consumer_offset = {(consumer_group, topic, partition): offset}
-    consumer_offset = {("consumer_group1", "topic1", "partition1"): 2}
-    # highwater_offset = {(topic, partition): offset}
-    highwater_offset = {("topic1", "partition1"): 1}
-    mock_client = mock.MagicMock()
-    mock_client.get_consumer_offsets.return_value = consumer_offset
-    mock_client.get_highwater_offsets.return_value = (highwater_offset, "cluster_id")
-    mock_client.get_partitions_for_topic.return_value = ['partition1']
-    mock_client.get_consumer_group_state.return_value = "STABLE"
-    mock_generic_client.return_value = mock_client
+    mock_client = seed_mock_client()
+    # We need the consumer offset to be higher than the highwater offset.
+    mock_client.list_consumer_group_offsets.return_value = [("consumer_group1", [("topic1", "partition1", 81)])]
+    kafka_consumer_check = check(kafka_instance)
+    kafka_consumer_check.client = mock_client
 
     # When
-    kafka_consumer_check = check(kafka_instance)
     dd_run_check(kafka_consumer_check)
 
     # Then
@@ -216,24 +237,16 @@ def test_when_consumer_lag_less_than_zero_then_emit_event(
     )
 
 
-@mock.patch("datadog_checks.kafka_consumer.kafka_consumer.KafkaClient")
-def test_when_partition_is_none_then_emit_warning_log(
-    mock_generic_client, check, kafka_instance, dd_run_check, aggregator, caplog
-):
+def test_when_no_partitions_then_emit_warning_log(check, kafka_instance, dd_run_check, aggregator, caplog):
     # Given
-    # consumer_offset = {(consumer_group, topic, partition): offset}
-    consumer_offset = {("consumer_group1", "topic1", "partition1"): 2}
-    # highwater_offset = {(topic, partition): offset}
-    highwater_offset = {("topic1", "partition1"): 1}
-    mock_client = mock.MagicMock()
-    mock_client.get_consumer_offsets.return_value = consumer_offset
-    mock_client.get_highwater_offsets.return_value = (highwater_offset, "cluster_id")
-    mock_client.get_partitions_for_topic.return_value = None
-    mock_generic_client.return_value = mock_client
     caplog.set_level(logging.WARNING)
 
-    # When
+    mock_client = seed_mock_client()
+    mock_client.get_partitions_for_topic.return_value = []
     kafka_consumer_check = check(kafka_instance)
+    kafka_consumer_check.client = mock_client
+
+    # When
     dd_run_check(kafka_consumer_check)
 
     # Then
@@ -261,24 +274,18 @@ def test_when_partition_is_none_then_emit_warning_log(
     assert expected_warning in caplog.text
 
 
-@mock.patch("datadog_checks.kafka_consumer.kafka_consumer.KafkaClient")
 def test_when_partition_not_in_partitions_then_emit_warning_log(
-    mock_generic_client, check, kafka_instance, dd_run_check, aggregator, caplog
+    check, kafka_instance, dd_run_check, aggregator, caplog
 ):
     # Given
-    # consumer_offset = {(consumer_group, topic, partition): offset}
-    consumer_offset = {("consumer_group1", "topic1", "partition1"): 2}
-    # highwater_offset = {(topic, partition): offset}
-    highwater_offset = {("topic1", "partition1"): 1}
-    mock_client = mock.MagicMock()
-    mock_client.get_consumer_offsets.return_value = consumer_offset
-    mock_client.get_highwater_offsets.return_value = (highwater_offset, "cluster_id")
-    mock_client.get_partitions_for_topic.return_value = ['partition2']
-    mock_generic_client.return_value = mock_client
     caplog.set_level(logging.WARNING)
 
-    # When
+    mock_client = seed_mock_client()
+    mock_client.get_partitions_for_topic.return_value = ['partition2']
     kafka_consumer_check = check(kafka_instance)
+    kafka_consumer_check.client = mock_client
+
+    # When
     dd_run_check(kafka_consumer_check)
 
     # Then
@@ -306,54 +313,44 @@ def test_when_partition_not_in_partitions_then_emit_warning_log(
     assert expected_warning in caplog.text
 
 
-@mock.patch("datadog_checks.kafka_consumer.kafka_consumer.KafkaClient")
 def test_when_highwater_metric_count_hit_context_limit_then_no_more_highwater_metrics(
-    mock_generic_client, kafka_instance, dd_run_check, aggregator, caplog
+    check, kafka_instance, dd_run_check, aggregator, caplog
 ):
     # Given
-    # consumer_offset = {(consumer_group, topic, partition): offset}
-    consumer_offset = {("consumer_group1", "topic1", "partition1"): 2}
-    # highwater_offset = {(topic, partition): offset}
-    highwater_offset = {("topic1", "partition1"): 3, ("topic2", "partition2"): 3}
-    mock_client = mock.MagicMock()
-    mock_client.get_consumer_offsets.return_value = consumer_offset
-    mock_client.get_highwater_offsets.return_value = (highwater_offset, "cluster_id")
-    mock_client.get_partitions_for_topic.return_value = ['partition1']
-    mock_generic_client.return_value = mock_client
     caplog.set_level(logging.WARNING)
 
+    mock_client = seed_mock_client()
+    kafka_consumer_check = check(kafka_instance, init_config={'max_partition_contexts': 2})
+    kafka_consumer_check.client = mock_client
+
     # When
-    kafka_consumer_check = KafkaCheck('kafka_consumer', {'max_partition_contexts': 2}, [kafka_instance])
     dd_run_check(kafka_consumer_check)
 
     # Then
-    aggregator.assert_metric("kafka.broker_offset", count=2)
-    aggregator.assert_metric("kafka.consumer_offset", count=0)
+    aggregator.assert_metric("kafka.broker_offset", count=1)
+    aggregator.assert_metric("kafka.consumer_offset", count=1)
     aggregator.assert_metric("kafka.consumer_lag", count=0)
 
-    expected_warning = "Discovered 3 metric contexts"
+    expected_warning = "Discovered 2 metric contexts"
 
     assert expected_warning in caplog.text
 
 
-@mock.patch("datadog_checks.kafka_consumer.kafka_consumer.KafkaClient")
 def test_when_consumer_metric_count_hit_context_limit_then_no_more_consumer_metrics(
-    mock_generic_client, kafka_instance, dd_run_check, aggregator, caplog
+    check, kafka_instance, dd_run_check, aggregator, caplog
 ):
     # Given
-    # consumer_offset = {(consumer_group, topic, partition): offset}
-    consumer_offset = {("consumer_group1", "topic1", "partition1"): 2, ("consumer_group1", "topic2", "partition2"): 2}
-    # highwater_offset = {(topic, partition): offset}
-    highwater_offset = {("topic1", "partition1"): 3, ("topic2", "partition2"): 3}
-    mock_client = mock.MagicMock()
-    mock_client.get_consumer_offsets.return_value = consumer_offset
-    mock_client.get_highwater_offsets.return_value = (highwater_offset, "cluster_id")
-    mock_client.get_partitions_for_topic.return_value = ['partition1']
-    mock_generic_client.return_value = mock_client
     caplog.set_level(logging.DEBUG)
 
+    mock_client = seed_mock_client()
+    mock_client.list_consumer_group_offsets.return_value = [
+        ("consumer_group1", [("topic1", "partition1", 2)]),
+        ("consumer_group1", [("topic2", "partition2", 2)]),
+    ]
+    kafka_consumer_check = check(kafka_instance, init_config={'max_partition_contexts': 3})
+    kafka_consumer_check.client = mock_client
+
     # When
-    kafka_consumer_check = KafkaCheck('kafka_consumer', {'max_partition_contexts': 3}, [kafka_instance])
     dd_run_check(kafka_consumer_check)
 
     # Then
@@ -369,19 +366,13 @@ def test_when_consumer_metric_count_hit_context_limit_then_no_more_consumer_metr
 
 
 def test_when_empty_string_consumer_group_then_skip(kafka_instance):
-    consumer_groups_result = ListConsumerGroupsResult(
-        valid=[
-            ConsumerGroupListing(group_id="", is_simple_consumer_group=True),  # Should be filtered out
-            ConsumerGroupListing(group_id="my_consumer", is_simple_consumer_group=True),
-        ]
-    )
-    kafka_instance['monitor_unlisted_consumer_groups'] = True
-    future = concurrent.futures.Future()
-    future.set_result(consumer_groups_result)
-
-    with mock.patch("datadog_checks.kafka_consumer.client.AdminClient.list_consumer_groups", return_value=future):
+    kafka_instance["monitor_unlisted_consumer_groups"] = True
+    with mock.patch(
+        "datadog_checks.kafka_consumer.kafka_consumer.KafkaClient.list_consumer_groups",
+        return_value=["", "my_consumer"],
+    ):
         kafka_consumer_check = KafkaCheck('kafka_consumer', {}, [kafka_instance])
-        assert kafka_consumer_check.client._get_consumer_groups() == ["my_consumer"]
+        assert kafka_consumer_check._get_consumer_groups() == ["my_consumer"]
 
 
 def test_get_interpolated_timestamp():
@@ -389,42 +380,3 @@ def test_get_interpolated_timestamp():
     assert _get_interpolated_timestamp({10: 100, 20: 200}, 5) == 50
     assert _get_interpolated_timestamp({0: 100, 10: 200}, 15) == 250
     assert _get_interpolated_timestamp({10: 200}, 15) is None
-
-
-@pytest.mark.parametrize(
-    'read_persistent_cache, kafka_instance_config, consumer_lag_seconds_count',
-    [
-        pytest.param(
-            "",
-            {
-                'consumer_groups': {},
-                'data_streams_enabled': 'true',
-                'monitor_unlisted_consumer_groups': True,
-            },
-            0,
-            id='Read from cache failed',
-        ),
-    ],
-)
-def test_load_broker_timestamps_empty(
-    read_persistent_cache,
-    kafka_instance_config,
-    consumer_lag_seconds_count,
-    kafka_instance,
-    dd_run_check,
-    caplog,
-    aggregator,
-    check,
-):
-
-    kafka_instance.update(kafka_instance_config)
-    check = check(kafka_instance)
-    check.read_persistent_cache = mock.Mock(return_value=read_persistent_cache)
-    dd_run_check(check)
-
-    caplog.set_level(logging.WARN)
-    expected_warning = " Could not read broker timestamps from cache"
-
-    assert expected_warning in caplog.text
-    aggregator.assert_metric("kafka.estimated_consumer_lag", count=consumer_lag_seconds_count)
-    assert check.read_persistent_cache.mock_calls == [mock.call("broker_timestamps_")]
diff --git a/karpenter/CHANGELOG.md b/karpenter/CHANGELOG.md
index eb64c39fa17ca..4449d023b6150 100644
--- a/karpenter/CHANGELOG.md
+++ b/karpenter/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.6.0 / 2024-09-23
 
 ***Added***:
diff --git a/karpenter/changelog.d/18207.added b/karpenter/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/karpenter/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/karpenter/changelog.d/18617.fixed b/karpenter/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/karpenter/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/karpenter/datadog_checks/karpenter/__about__.py b/karpenter/datadog_checks/karpenter/__about__.py
index 2ce3bcb822978..0f0226125e7bf 100644
--- a/karpenter/datadog_checks/karpenter/__about__.py
+++ b/karpenter/datadog_checks/karpenter/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/keda/CHANGELOG.md b/keda/CHANGELOG.md
new file mode 100644
index 0000000000000..4882ed5d592a7
--- /dev/null
+++ b/keda/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - Keda
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-12-26
+
+***Added***:
+
+* Initial Release ([#19303](https://github.com/DataDog/integrations-core/pull/19303))
diff --git a/keda/README.md b/keda/README.md
new file mode 100644
index 0000000000000..0577faf7a08d8
--- /dev/null
+++ b/keda/README.md
@@ -0,0 +1,60 @@
+# Agent Check: Keda
+
+## Overview
+
+This check monitors [Keda][1] through the Datadog Agent. 
+
+Include a high level overview of what this integration does:
+- What does your product do (in 1-2 sentences)?
+- What value will customers get from this integration, and why is it valuable to them?
+- What specific data will your integration monitor, and what's the value of that data?
+
+## Setup
+
+Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+### Installation
+
+The Keda check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+1. Edit the `keda.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your keda performance data. See the [sample keda.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `keda` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The Keda integration does not include any events.
+
+### Service Checks
+
+The Keda integration does not include any service checks.
+
+See [service_checks.json][8] for a list of service checks provided by this integration.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][9].
+
+
+[1]: **LINK_TO_INTEGRATION_SITE**
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/keda/datadog_checks/keda/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/keda/metadata.csv
+[8]: https://github.com/DataDog/integrations-core/blob/master/keda/assets/service_checks.json
+[9]: https://docs.datadoghq.com/help/
diff --git a/keda/assets/configuration/spec.yaml b/keda/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..e12e7436cd9ed
--- /dev/null
+++ b/keda/assets/configuration/spec.yaml
@@ -0,0 +1,10 @@
+name: Keda
+files:
+- name: keda.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/default
+  - template: instances
+    options:
+    - template: instances/default
diff --git a/keda/assets/dashboards/keda_overview.json b/keda/assets/dashboards/keda_overview.json
new file mode 100644
index 0000000000000..5b8e456397e3a
--- /dev/null
+++ b/keda/assets/dashboards/keda_overview.json
@@ -0,0 +1,77 @@
+{
+    "title": "Keda Overview",
+    "description": "## Keda\n",
+    "widgets": [
+        {
+            "id": 4717263751542750,
+            "definition": {
+                "title": "",
+                "banner_img": "/static/images/logos/keda_large.svg",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5685022835071772,
+                        "definition": {
+                            "type": "note",
+                            "content": "## Keda\n",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8921963557059570,
+                        "definition": {
+                            "type": "note",
+                            "content": "",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "host",
+            "prefix": "host",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/keda/assets/service_checks.json b/keda/assets/service_checks.json
new file mode 100644
index 0000000000000..3409a32a68141
--- /dev/null
+++ b/keda/assets/service_checks.json
@@ -0,0 +1,17 @@
+[
+    {
+        "agent_version": "7.62.0",
+        "integration": "Keda",
+        "check": "keda.openmetrics.health",
+        "statuses": [
+            "ok",
+            "critical"
+        ],
+        "groups": [
+            "host",
+            "endpoint"
+        ],
+        "name": "Keda OpenMetrics endpoint health",
+        "description": "Returns `CRITICAL` if the Agent is unable to connect to the Keda OpenMetrics endpoint, otherwise returns `OK`."
+    }
+]
\ No newline at end of file
diff --git a/keda/datadog_checks/__init__.py b/keda/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/keda/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/keda/datadog_checks/keda/__about__.py b/keda/datadog_checks/keda/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/keda/datadog_checks/keda/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/keda/datadog_checks/keda/__init__.py b/keda/datadog_checks/keda/__init__.py
new file mode 100644
index 0000000000000..5c1f9b950e5e6
--- /dev/null
+++ b/keda/datadog_checks/keda/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import KedaCheck
+
+__all__ = ['__version__', 'KedaCheck']
diff --git a/keda/datadog_checks/keda/check.py b/keda/datadog_checks/keda/check.py
new file mode 100644
index 0000000000000..e511c429a1d43
--- /dev/null
+++ b/keda/datadog_checks/keda/check.py
@@ -0,0 +1,26 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.base import OpenMetricsBaseCheckV2
+
+from .metrics import METRIC_MAP, RENAME_LABELS_MAP
+
+
+class KedaCheck(OpenMetricsBaseCheckV2):
+    DEFAULT_METRIC_LIMIT = 0
+    __NAMESPACE__ = 'keda'
+
+    def __init__(self, name, init_config, instances=None):
+
+        super(KedaCheck, self).__init__(
+            name,
+            init_config,
+            instances,
+        )
+
+    def get_default_config(self):
+        return {
+            'metrics': [METRIC_MAP],
+            "rename_labels": RENAME_LABELS_MAP,
+        }
diff --git a/keda/datadog_checks/keda/config_models/__init__.py b/keda/datadog_checks/keda/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/keda/datadog_checks/keda/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/keda/datadog_checks/keda/config_models/defaults.py b/keda/datadog_checks/keda/config_models/defaults.py
new file mode 100644
index 0000000000000..4d46152df5d40
--- /dev/null
+++ b/keda/datadog_checks/keda/config_models/defaults.py
@@ -0,0 +1,20 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_min_collection_interval():
+    return 15
diff --git a/keda/datadog_checks/keda/config_models/instance.py b/keda/datadog_checks/keda/config_models/instance.py
new file mode 100644
index 0000000000000..56acae21ba432
--- /dev/null
+++ b/keda/datadog_checks/keda/config_models/instance.py
@@ -0,0 +1,61 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    min_collection_interval: Optional[float] = None
+    service: Optional[str] = None
+    tags: Optional[tuple[str, ...]] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/keda/datadog_checks/keda/config_models/shared.py b/keda/datadog_checks/keda/config_models/shared.py
new file mode 100644
index 0000000000000..e39d447dfc4b9
--- /dev/null
+++ b/keda/datadog_checks/keda/config_models/shared.py
@@ -0,0 +1,45 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import validators
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    service: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/keda/datadog_checks/keda/config_models/validators.py b/keda/datadog_checks/keda/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/keda/datadog_checks/keda/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/keda/datadog_checks/keda/data/conf.yaml.example b/keda/datadog_checks/keda/data/conf.yaml.example
new file mode 100644
index 0000000000000..57b46cc14ac44
--- /dev/null
+++ b/keda/datadog_checks/keda/data/conf.yaml.example
@@ -0,0 +1,55 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+  -
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 15
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    #
+    # min_collection_interval: 15
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
diff --git a/keda/datadog_checks/keda/metrics.py b/keda/datadog_checks/keda/metrics.py
new file mode 100644
index 0000000000000..0883b2b390946
--- /dev/null
+++ b/keda/datadog_checks/keda/metrics.py
@@ -0,0 +1,145 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Some metrics mapping are too long. This turns off the 120 line limit for this file:
+# ruff: noqa: E501
+
+
+METRIC_MAP = {
+    # Operator
+    "keda_build_info": "build_info",
+    "keda_scaler_active": "scaler.active",
+    "keda_scaled_object_paused": "scaled_object.paused",
+    "keda_scaler_metrics_value": "scaler.metrics_value",
+    "keda_scaler_metrics_latency_seconds": "scaler.metrics_latency_seconds",
+    "keda_scaler_detail_errors": "scaler.detail_errors",
+    "keda_scaled_object_errors": "scaled_object.errors",
+    "keda_scaled_job_errors": "scaled_job.errors",
+    "keda_resource_registered": "resource_registered",
+    "keda_trigger_registered": "trigger_registered",
+    "keda_internal_scale_loop_latency_seconds": "internal_scale.loop_latency_seconds",
+    "keda_cloudeventsource_events_emitted": "cloudeventsource.events_emitted",
+    "keda_cloudeventsource_events_queued": "cloudeventsource.events_queued",
+    "keda_internal_metricsservice_grpc_server_started": "internal_metricsservice.grpc_server_started",
+    "keda_internal_metricsservice_grpc_server_handled": "internal_metricsservice.grpc_server_handled",
+    "keda_internal_metricsservice_grpc_server_msg_received": "internal_metricsservice.grpc_server_msg_received",
+    "keda_internal_metricsservice_grpc_server_msg_sent": "internal_metricsservice.grpc_server_msg_sent",
+    "keda_internal_metricsservice_grpc_server_handling_seconds": "internal_metricsservice.grpc_server_handling_seconds",
+    # Operator soon to be deprecated in v2.16
+    "keda_scaler_metrics_latency": "scaler.metrics_latency",
+    "keda_scaler_errors": "scaler.errors",
+    "keda_resource_totals": "resource_totals",
+    "keda_trigger_totals": "trigger_totals",
+    "keda_internal_scale_loop_latency": "internal_scale.loop_latency",
+    # Admission Webhook
+    "keda_webhook_scaled_object_validation": "webhook_scaled.object_validation",
+    "keda_webhook_scaled_object_validation_errors": "webhook_scaled.object_validation_errors",
+    # Metrics Server
+    "keda_internal_metricsservice_grpc_client_started": "internal_metricsservice.grpc_client_started",
+    "keda_internal_metricsservice_grpc_client_handled": "internal_metricsservice.grpc_client_handled",
+    "keda_internal_metricsservice_grpc_client_msg_received": "internal_metricsservice.grpc_client_msg_received",
+    "keda_internal_metricsservice_grpc_client_msg_sent": "internal_metricsservice.grpc_client_msg_sent",
+    "keda_internal_metricsservice_grpc_client_handling_seconds": "internal_metricsservice.grpc_client_handling_seconds",
+    # Metric Server
+    "aggregator_discovery_aggregation_count": "aggregator_discovery_aggregation",
+    "apiserver_audit_event": "apiserver_audit_event",
+    "apiserver_audit_requests_rejected": "apiserver_audit_requests_rejected",
+    "apiserver_client_certificate_expiration_seconds": "apiserver_client_certificate_expiration_seconds",
+    "apiserver_current_inflight_requests": "apiserver_current_inflight_requests",
+    "apiserver_delegated_authz_request": "apiserver_delegated_authz_request",
+    "apiserver_delegated_authz_request_duration_seconds": "apiserver_delegated_authz_request_duration_seconds",
+    "apiserver_envelope_encryption_dek_cache_fill_percent": "apiserver_envelope_encryption_dek_cache_fill_percent",
+    "apiserver_flowcontrol_read_vs_write_current_requests": "apiserver_flowcontrol_read_vs_write_current_requests",
+    "apiserver_flowcontrol_seat_fair_frac": "apiserver_flowcontrol_seat_fair_frac",
+    "apiserver_request": "apiserver_request",
+    "apiserver_request_duration_seconds": "apiserver_request_duration_seconds",
+    "apiserver_request_filter_duration_seconds": "apiserver_request_filter_duration_seconds",
+    "apiserver_request_sli_duration_seconds": "apiserver_request_sli_duration_seconds",
+    "apiserver_request_slo_duration_seconds": "apiserver_request_slo_duration_seconds",
+    "apiserver_response_sizes": "apiserver_response_sizes",
+    "apiserver_storage_data_key_generation_duration_seconds": "apiserver_storage_data_key_generation_duration_seconds",
+    "apiserver_storage_data_key_generation_failures": "apiserver_storage_data_key_generation_failures",
+    "apiserver_storage_envelope_transformation_cache_misses": "apiserver_storage_envelope_transformation_cache_misses",
+    "apiserver_tls_handshake_errors": "apiserver_tls_handshake_errors",
+    "apiserver_webhooks_x509_insecure_sha1": "apiserver_webhooks_x509_insecure_sha1",
+    "apiserver_webhooks_x509_missing_san": "apiserver_webhooks_x509_missing_san",
+    "authenticated_user_requests": "authenticated_user_requests",
+    "authentication_attempts": "authentication_attempts",
+    "authentication_duration_seconds": "authentication_duration_seconds",
+    "authorization_attempts": "authorization_attempts",
+    "authorization_duration_seconds": "authorization_duration_seconds",
+    "cardinality_enforcement_unexpected_categorizations": "cardinality_enforcement_unexpected_categorizations",
+    "disabled_metrics": "disabled_metrics",
+    "field_validation_request_duration_seconds": "field_validation_request_duration_seconds",
+    "hidden_metrics": "hidden_metrics",
+    "registered_metrics": "registered_metrics",
+    # Generic Metrics
+    'controller_clientset_k8s_request': 'controller.clientset.k8s.request',
+    'go_gc_duration_seconds': 'go.gc.duration.seconds',
+    'go_goroutines': 'go.goroutines',
+    'go_info': "go.info",
+    'go_memstats_alloc_bytes': {'name': 'go.memstats.alloc_bytes', 'type': 'native_dynamic'},
+    'go_memstats_buck_hash_sys_bytes': 'go.memstats.buck_hash.sys_bytes',
+    'go_memstats_frees': 'go.memstats.frees',
+    'go_memstats_gc_cpu_fraction': 'go.memstats.gc.cpu_fraction',
+    'go_memstats_gc_sys_bytes': 'go.memstats.gc.sys_bytes',
+    'go_memstats_heap_alloc_bytes': 'go.memstats.heap.alloc_bytes',
+    'go_memstats_heap_idle_bytes': 'go.memstats.heap.idle_bytes',
+    'go_memstats_heap_inuse_bytes': 'go.memstats.heap.inuse_bytes',
+    'go_memstats_heap_objects': 'go.memstats.heap.objects',
+    'go_memstats_heap_released_bytes': 'go.memstats.heap.released_bytes',
+    'go_memstats_heap_sys_bytes': 'go.memstats.heap.sys_bytes',
+    'go_memstats_lookups': 'go.memstats.lookups',
+    'go_memstats_mallocs': 'go.memstats.mallocs',
+    'go_memstats_mcache_inuse_bytes': 'go.memstats.mcache.inuse_bytes',
+    'go_memstats_mcache_sys_bytes': 'go.memstats.mcache.sys_bytes',
+    'go_memstats_mspan_inuse_bytes': 'go.memstats.mspan.inuse_bytes',
+    'go_memstats_mspan_sys_bytes': 'go.memstats.mspan.sys_bytes',
+    'go_memstats_next_gc_bytes': 'go.memstats.next.gc_bytes',
+    'go_memstats_other_sys_bytes': 'go.memstats.other.sys_bytes',
+    'go_memstats_stack_inuse_bytes': 'go.memstats.stack.inuse_bytes',
+    'go_memstats_stack_sys_bytes': 'go.memstats.stack.sys_bytes',
+    'go_memstats_sys_bytes': 'go.memstats.sys_bytes',
+    'go_threads': 'go.threads',
+    'process_cpu_seconds': 'process.cpu.seconds',
+    'process_max_fds': 'process.max_fds',
+    'process_open_fds': 'process.open_fds',
+    'process_resident_memory_bytes': 'process.resident_memory.bytes',
+    'process_start_time_seconds': {
+        'name': 'process.uptime.seconds',
+        'type': 'time_elapsed',
+    },
+    'process_virtual_memory_bytes': 'process.virtual_memory.bytes',
+    'process_virtual_memory_max_bytes': 'process.virtual_memory.max_bytes',
+    'workqueue_adds': 'workqueue.adds',
+    'workqueue_depth': 'workqueue.depth',
+    'workqueue_longest_running_processor_seconds': 'workqueue.longest.running_processor.seconds',
+    'workqueue_queue_duration_seconds': 'workqueue.queue.duration.seconds',
+    'workqueue_retries': 'workqueue.retries',
+    'workqueue_unfinished_work_seconds': 'workqueue.unfinished_work.seconds',
+    'workqueue_work_duration_seconds': 'workqueue.work.duration.seconds',
+    'certwatcher_read_certificate': 'certwatcher.read_certificate',
+    'certwatcher_read_certificate_errors': 'certwatcher.read_certificate_errors',
+    'controller_runtime_active_workers': 'controller.runtime.active_workers',
+    'controller_runtime_max_concurrent_reconciles': 'controller.runtime.max_concurrent_reconciles',
+    'controller_runtime_reconcile': 'controller.runtime.reconcile',
+    'controller_runtime_reconcile_errors': 'controller.runtime.reconcile_errors',
+    'controller_runtime_reconcile_panics': 'controller.runtime.reconcile_panics',
+    'controller_runtime_reconcile_time_seconds': 'controller.runtime.reconcile_time.seconds',
+    'controller_runtime_terminal_reconcile_errors': 'controller.runtime.terminal_reconcile_errors',
+    'controller_runtime_webhook_panics': 'controller.runtime.webhook_panics',
+    'controller_runtime_webhook_requests': 'controller.runtime.webhook_requests',
+    'controller_runtime_webhook_requests_in_flight': 'controller.runtime.webhook_requests_in_flight',
+    'go_memstats_last_gc_time_seconds': {
+        'name': 'go.memstats.time_since_last_gc.seconds',
+        'type': 'time_elapsed',
+    },
+    'leader_election_master_status': 'leader_election.master_status',
+    'rest_client_requests': 'rest.client.requests',
+}
+
+RENAME_LABELS_MAP = {
+    'version': 'keda_version',
+    'host': 'keda_host',
+}
diff --git a/keda/hatch.toml b/keda/hatch.toml
new file mode 100644
index 0000000000000..c8e94079d3721
--- /dev/null
+++ b/keda/hatch.toml
@@ -0,0 +1,5 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
+version = ["2.16.0"]
\ No newline at end of file
diff --git a/keda/manifest.json b/keda/manifest.json
new file mode 100644
index 0000000000000..df68f70639b97
--- /dev/null
+++ b/keda/manifest.json
@@ -0,0 +1,55 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "961d21ab-c2c9-409f-8d2a-e54132004d1e",
+  "app_id": "keda",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "<FILL IN - A brief description of what this offering provides>",
+    "title": "Keda",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Metrics",
+      "Category::Kubernetes",
+      "Category::Security",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 33795545,
+      "source_type_name": "Keda",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "keda.",
+        "check": "keda.process.uptime.seconds",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+        "Keda Overview": "assets/dashboards/keda_overview.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/keda/metadata.csv b/keda/metadata.csv
new file mode 100644
index 0000000000000..bebba661e3f72
--- /dev/null
+++ b/keda/metadata.csv
@@ -0,0 +1,132 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+keda.aggregator_discovery_aggregation.count,count,,,,,0,keda,,,
+keda.apiserver_audit_event.count,count,,,,,0,keda,,,
+keda.apiserver_audit_requests_rejected.count,count,,,,,0,keda,,,
+keda.apiserver_client_certificate_expiration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_client_certificate_expiration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_client_certificate_expiration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_current_inflight_requests,gauge,,,,,0,keda,,,
+keda.apiserver_delegated_authz_request.count,count,,,,,0,keda,,,
+keda.apiserver_delegated_authz_request_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_delegated_authz_request_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_delegated_authz_request_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_envelope_encryption_dek_cache_fill_percent,gauge,,,,,0,keda,,,
+keda.apiserver_flowcontrol_read_vs_write_current_requests.bucket,count,,,,,0,keda,,,
+keda.apiserver_flowcontrol_read_vs_write_current_requests.count,count,,,,,0,keda,,,
+keda.apiserver_flowcontrol_read_vs_write_current_requests.sum,count,,,,,0,keda,,,
+keda.apiserver_flowcontrol_seat_fair_frac,gauge,,,,,0,keda,,,
+keda.apiserver_request.count,count,,,,,0,keda,,,
+keda.apiserver_request_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_request_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_request_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_request_filter_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_request_filter_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_request_filter_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_request_sli_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_request_sli_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_request_sli_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_request_slo_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_request_slo_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_request_slo_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_response_sizes.bucket,count,,,,,0,keda,,,
+keda.apiserver_response_sizes.count,count,,,,,0,keda,,,
+keda.apiserver_response_sizes.sum,count,,,,,0,keda,,,
+keda.apiserver_storage_data_key_generation_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.apiserver_storage_data_key_generation_duration_seconds.count,count,,,,,0,keda,,,
+keda.apiserver_storage_data_key_generation_duration_seconds.sum,count,,,,,0,keda,,,
+keda.apiserver_storage_data_key_generation_failures.count,count,,,,,0,keda,,,
+keda.apiserver_storage_envelope_transformation_cache_misses.count,count,,,,,0,keda,,,
+keda.apiserver_tls_handshake_errors.count,count,,,,,0,keda,,,
+keda.apiserver_webhooks_x509_insecure_sha1.count,count,,,,,0,keda,,,
+keda.apiserver_webhooks_x509_missing_san.count,count,,,,,0,keda,,,
+keda.authenticated_user_requests.count,count,,,,,0,keda,,,
+keda.authentication_attempts.count,count,,,,,0,keda,,,
+keda.authentication_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.authentication_duration_seconds.count,count,,,,,0,keda,,,
+keda.authentication_duration_seconds.sum,count,,,,,0,keda,,,
+keda.authorization_attempts.count,count,,,,,0,keda,,,
+keda.authorization_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.authorization_duration_seconds.count,count,,,,,0,keda,,,
+keda.authorization_duration_seconds.sum,count,,,,,0,keda,,,
+keda.build_info,gauge,,,,,0,keda,,,
+keda.cardinality_enforcement_unexpected_categorizations.count,count,,,,,0,keda,,,
+keda.certwatcher.read_certificate.count,count,,,,,0,keda,,,
+keda.certwatcher.read_certificate_errors.count,count,,,,,0,keda,,,
+keda.controller.runtime.active_workers,gauge,,,,,0,keda,,,
+keda.controller.runtime.max_concurrent_reconciles,gauge,,,,,0,keda,,,
+keda.controller.runtime.reconcile.count,count,,,,,0,keda,,,
+keda.controller.runtime.reconcile_errors.count,count,,,,,0,keda,,,
+keda.controller.runtime.reconcile_panics.count,count,,,,,0,keda,,,
+keda.controller.runtime.reconcile_time.seconds.bucket,count,,,,,0,keda,,,
+keda.controller.runtime.reconcile_time.seconds.count,count,,,,,0,keda,,,
+keda.controller.runtime.reconcile_time.seconds.sum,count,,,,,0,keda,,,
+keda.controller.runtime.terminal_reconcile_errors.count,count,,,,,0,keda,,,
+keda.controller.runtime.webhook_panics.count,count,,,,,0,keda,,,
+keda.controller.runtime.webhook_requests.count,count,,,,,0,keda,,,
+keda.controller.runtime.webhook_requests_in_flight,gauge,,,,,0,keda,,,
+keda.disabled_metrics.count,count,,,,,0,keda,,,
+keda.field_validation_request_duration_seconds.bucket,count,,,,,0,keda,,,
+keda.field_validation_request_duration_seconds.count,count,,,,,0,keda,,,
+keda.field_validation_request_duration_seconds.sum,count,,,,,0,keda,,,
+keda.go.gc.duration.seconds.count,count,,,,,0,keda,,,
+keda.go.gc.duration.seconds.quantile,gauge,,,,,0,keda,,,
+keda.go.gc.duration.seconds.sum,count,,,,,0,keda,,,
+keda.go.goroutines,gauge,,,,,0,keda,,,
+keda.go.info,gauge,,,,,0,keda,,,
+keda.go.memstats.alloc_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.alloc_bytes.count,count,,,,,0,keda,,,
+keda.go.memstats.buck_hash.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.frees.count,count,,,,,0,keda,,,
+keda.go.memstats.gc.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.alloc_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.idle_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.inuse_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.objects,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.released_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.heap.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.lookups.count,count,,,,,0,keda,,,
+keda.go.memstats.mallocs.count,count,,,,,0,keda,,,
+keda.go.memstats.mcache.inuse_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.mcache.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.mspan.inuse_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.mspan.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.next.gc_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.other.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.stack.inuse_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.stack.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.sys_bytes,gauge,,,,,0,keda,,,
+keda.go.memstats.time_since_last_gc.seconds,gauge,,,,,0,keda,,,
+keda.go.threads,gauge,,,,,0,keda,,,
+keda.hidden_metrics.count,count,,,,,0,keda,,,
+keda.internal_scale.loop_latency,gauge,,,,,0,keda,,,
+keda.internal_scale.loop_latency_seconds,gauge,,,,,0,keda,,,
+keda.leader_election.master_status,gauge,,,,,0,keda,,,
+keda.process.cpu.seconds.count,count,,,,,0,keda,,,
+keda.process.max_fds,gauge,,,,,0,keda,,,
+keda.process.open_fds,gauge,,,,,0,keda,,,
+keda.process.resident_memory.bytes,gauge,,,,,0,keda,,,
+keda.process.uptime.seconds,gauge,,,,,0,keda,,,
+keda.process.virtual_memory.bytes,gauge,,,,,0,keda,,,
+keda.process.virtual_memory.max_bytes,gauge,,,,,0,keda,,,
+keda.registered_metrics.count,count,,,,,0,keda,,,
+keda.resource_totals,gauge,,,,,0,keda,,,
+keda.rest.client.requests.count,count,,,,,0,keda,,,
+keda.scaled_job.errors.count,count,,,,,0,keda,,,
+keda.scaler.active,gauge,,,,,0,keda,,,
+keda.scaler.detail_errors.count,count,,,,,0,keda,,,
+keda.scaler.errors.count,count,,,,,0,keda,,,
+keda.scaler.metrics_latency,gauge,,,,,0,keda,,,
+keda.scaler.metrics_latency_seconds,gauge,,,,,0,keda,,,
+keda.scaler.metrics_value,gauge,,,,,0,keda,,,
+keda.trigger_totals,gauge,,,,,0,keda,,,
+keda.workqueue.adds.count,count,,,,,0,keda,,,
+keda.workqueue.depth,gauge,,,,,0,keda,,,
+keda.workqueue.longest.running_processor.seconds,gauge,,,,,0,keda,,,
+keda.workqueue.queue.duration.seconds.bucket,count,,,,,0,keda,,,
+keda.workqueue.queue.duration.seconds.count,count,,,,,0,keda,,,
+keda.workqueue.queue.duration.seconds.sum,count,,,,,0,keda,,,
+keda.workqueue.retries.count,count,,,,,0,keda,,,
+keda.workqueue.unfinished_work.seconds,gauge,,,,,0,keda,,,
+keda.workqueue.work.duration.seconds.bucket,count,,,,,0,keda,,,
+keda.workqueue.work.duration.seconds.count,count,,,,,0,keda,,,
+keda.workqueue.work.duration.seconds.sum,count,,,,,0,keda,,,
diff --git a/keda/pyproject.toml b/keda/pyproject.toml
new file mode 100644
index 0000000000000..52d46b5adcf56
--- /dev/null
+++ b/keda/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-keda"
+description = "The Keda check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "keda",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=37.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/keda/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/keda",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/keda/tests/__init__.py b/keda/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/keda/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/keda/tests/common.py b/keda/tests/common.py
new file mode 100644
index 0000000000000..2dd1d9b669da2
--- /dev/null
+++ b/keda/tests/common.py
@@ -0,0 +1,157 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import os
+
+from datadog_checks.dev import get_docker_hostname, get_here
+
+HERE = get_here()
+HOST = get_docker_hostname()
+PORT = 8080
+
+
+def get_fixture_path(filename):
+    return os.path.join(HERE, 'fixtures', filename)
+
+
+MOCKED_INSTANCE = {
+    "openmetrics_endpoint": f"http://{HOST}:{PORT}/metrics",
+    'tags': ['test:tag'],
+}
+
+COMPOSE_FILE = os.path.join(HERE, 'docker', 'docker-compose.yaml')
+
+TEST_METRICS = [
+    'keda.aggregator_discovery_aggregation.count',
+    'keda.apiserver_audit_event.count',
+    'keda.apiserver_audit_requests_rejected.count',
+    'keda.apiserver_client_certificate_expiration_seconds.bucket',
+    'keda.apiserver_client_certificate_expiration_seconds.count',
+    'keda.apiserver_client_certificate_expiration_seconds.sum',
+    'keda.apiserver_current_inflight_requests',
+    'keda.apiserver_delegated_authz_request.count',
+    'keda.apiserver_delegated_authz_request_duration_seconds.bucket',
+    'keda.apiserver_delegated_authz_request_duration_seconds.count',
+    'keda.apiserver_delegated_authz_request_duration_seconds.sum',
+    'keda.apiserver_envelope_encryption_dek_cache_fill_percent',
+    'keda.apiserver_flowcontrol_read_vs_write_current_requests.bucket',
+    'keda.apiserver_flowcontrol_read_vs_write_current_requests.count',
+    'keda.apiserver_flowcontrol_read_vs_write_current_requests.sum',
+    'keda.apiserver_flowcontrol_seat_fair_frac',
+    'keda.apiserver_request.count',
+    'keda.apiserver_request_duration_seconds.bucket',
+    'keda.apiserver_request_duration_seconds.count',
+    'keda.apiserver_request_duration_seconds.sum',
+    'keda.apiserver_request_filter_duration_seconds.bucket',
+    'keda.apiserver_request_filter_duration_seconds.count',
+    'keda.apiserver_request_filter_duration_seconds.sum',
+    'keda.apiserver_request_sli_duration_seconds.bucket',
+    'keda.apiserver_request_sli_duration_seconds.count',
+    'keda.apiserver_request_sli_duration_seconds.sum',
+    'keda.apiserver_request_slo_duration_seconds.bucket',
+    'keda.apiserver_request_slo_duration_seconds.count',
+    'keda.apiserver_request_slo_duration_seconds.sum',
+    'keda.apiserver_response_sizes.bucket',
+    'keda.apiserver_response_sizes.count',
+    'keda.apiserver_response_sizes.sum',
+    'keda.apiserver_storage_data_key_generation_duration_seconds.bucket',
+    'keda.apiserver_storage_data_key_generation_duration_seconds.count',
+    'keda.apiserver_storage_data_key_generation_duration_seconds.sum',
+    'keda.apiserver_storage_data_key_generation_failures.count',
+    'keda.apiserver_storage_envelope_transformation_cache_misses.count',
+    'keda.apiserver_tls_handshake_errors.count',
+    'keda.apiserver_webhooks_x509_insecure_sha1.count',
+    'keda.apiserver_webhooks_x509_missing_san.count',
+    'keda.authenticated_user_requests.count',
+    'keda.authentication_attempts.count',
+    'keda.authentication_duration_seconds.bucket',
+    'keda.authentication_duration_seconds.count',
+    'keda.authentication_duration_seconds.sum',
+    'keda.authorization_attempts.count',
+    'keda.authorization_duration_seconds.bucket',
+    'keda.authorization_duration_seconds.count',
+    'keda.authorization_duration_seconds.sum',
+    'keda.build_info',
+    'keda.cardinality_enforcement_unexpected_categorizations.count',
+    'keda.certwatcher.read_certificate.count',
+    'keda.certwatcher.read_certificate_errors.count',
+    'keda.controller.runtime.active_workers',
+    'keda.controller.runtime.max_concurrent_reconciles',
+    'keda.controller.runtime.reconcile.count',
+    'keda.controller.runtime.reconcile_errors.count',
+    'keda.controller.runtime.reconcile_panics.count',
+    'keda.controller.runtime.reconcile_time.seconds.bucket',
+    'keda.controller.runtime.reconcile_time.seconds.count',
+    'keda.controller.runtime.reconcile_time.seconds.sum',
+    'keda.controller.runtime.terminal_reconcile_errors.count',
+    'keda.controller.runtime.webhook_panics.count',
+    'keda.controller.runtime.webhook_requests.count',
+    'keda.controller.runtime.webhook_requests_in_flight',
+    'keda.disabled_metrics.count',
+    'keda.field_validation_request_duration_seconds.bucket',
+    'keda.field_validation_request_duration_seconds.count',
+    'keda.field_validation_request_duration_seconds.sum',
+    'keda.go.gc.duration.seconds.count',
+    'keda.go.gc.duration.seconds.quantile',
+    'keda.go.gc.duration.seconds.sum',
+    'keda.go.goroutines',
+    'keda.go.info',
+    'keda.go.memstats.alloc_bytes',
+    'keda.go.memstats.alloc_bytes.count',
+    'keda.go.memstats.buck_hash.sys_bytes',
+    'keda.go.memstats.frees.count',
+    'keda.go.memstats.gc.sys_bytes',
+    'keda.go.memstats.heap.alloc_bytes',
+    'keda.go.memstats.heap.idle_bytes',
+    'keda.go.memstats.heap.inuse_bytes',
+    'keda.go.memstats.heap.objects',
+    'keda.go.memstats.heap.released_bytes',
+    'keda.go.memstats.heap.sys_bytes',
+    'keda.go.memstats.time_since_last_gc.seconds',
+    'keda.go.memstats.lookups.count',
+    'keda.go.memstats.mallocs.count',
+    'keda.go.memstats.mcache.inuse_bytes',
+    'keda.go.memstats.mcache.sys_bytes',
+    'keda.go.memstats.mspan.inuse_bytes',
+    'keda.go.memstats.mspan.sys_bytes',
+    'keda.go.memstats.next.gc_bytes',
+    'keda.go.memstats.other.sys_bytes',
+    'keda.go.memstats.stack.inuse_bytes',
+    'keda.go.memstats.stack.sys_bytes',
+    'keda.go.memstats.sys_bytes',
+    'keda.go.threads',
+    'keda.hidden_metrics.count',
+    'keda.internal_scale.loop_latency',
+    'keda.internal_scale.loop_latency_seconds',
+    'keda.leader_election.master_status',
+    'keda.process.cpu.seconds.count',
+    'keda.process.max_fds',
+    'keda.process.open_fds',
+    'keda.process.resident_memory.bytes',
+    'keda.process.uptime.seconds',
+    'keda.process.virtual_memory.bytes',
+    'keda.process.virtual_memory.max_bytes',
+    'keda.registered_metrics.count',
+    'keda.resource_totals',
+    'keda.rest.client.requests.count',
+    'keda.scaled_job.errors.count',
+    'keda.scaler.active',
+    'keda.scaler.detail_errors.count',
+    'keda.scaler.errors.count',
+    'keda.scaler.metrics_latency',
+    'keda.scaler.metrics_latency_seconds',
+    'keda.scaler.metrics_value',
+    'keda.trigger_totals',
+    'keda.workqueue.adds.count',
+    'keda.workqueue.depth',
+    'keda.workqueue.longest.running_processor.seconds',
+    'keda.workqueue.queue.duration.seconds.bucket',
+    'keda.workqueue.queue.duration.seconds.count',
+    'keda.workqueue.queue.duration.seconds.sum',
+    'keda.workqueue.retries.count',
+    'keda.workqueue.unfinished_work.seconds',
+    'keda.workqueue.work.duration.seconds.bucket',
+    'keda.workqueue.work.duration.seconds.count',
+    'keda.workqueue.work.duration.seconds.sum',
+]
diff --git a/keda/tests/conftest.py b/keda/tests/conftest.py
new file mode 100644
index 0000000000000..44f8cb07eb0d4
--- /dev/null
+++ b/keda/tests/conftest.py
@@ -0,0 +1,41 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import copy
+import os
+from contextlib import ExitStack
+
+import pytest
+
+from datadog_checks.dev.kind import kind_run
+from datadog_checks.dev.kube_port_forward import port_forward
+from datadog_checks.dev.subprocess import run_command
+
+from . import common
+
+HERE = common.HERE
+
+
+def setup_ked():
+    run_command(['kubectl', 'create', 'ns', 'keda'])
+    run_command(['kubectl', 'apply', '-f', os.path.join(HERE, 'kind', 'keda_install.yaml')])
+
+    # Tries to ensure that the Kubernetes resources are deployed and ready before we do anything else
+    run_command(['kubectl', 'rollout', 'status', 'deployment/keda-operator-metrics-apiserver', '-n', 'keda'])
+    run_command(['kubectl', 'wait', 'pods', '--all', '-n', 'keda', '--for=condition=Ready', '--timeout=600s'])
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    with kind_run(conditions=[setup_ked], sleep=30) as kubeconfig, ExitStack() as stack:
+        keda_host, keda_port = stack.enter_context(
+            port_forward(kubeconfig, 'keda', 8080, 'deployment', 'keda-operator-metrics-apiserver')
+        )
+        instances = [{'openmetrics_endpoint': f'http://{keda_host}:{keda_port}/metrics'}]
+
+        yield {'instances': instances}
+
+
+@pytest.fixture
+def instance():
+    return copy.deepcopy(common.MOCKED_INSTANCE)
diff --git a/keda/tests/fixtures/keda_metrics.txt b/keda/tests/fixtures/keda_metrics.txt
new file mode 100644
index 0000000000000..878f5966fc2d0
--- /dev/null
+++ b/keda/tests/fixtures/keda_metrics.txt
@@ -0,0 +1,1162 @@
+# HELP certwatcher_read_certificate_errors_total Total number of certificate read errors
+# TYPE certwatcher_read_certificate_errors_total counter
+certwatcher_read_certificate_errors_total 0
+# HELP controller_runtime_webhook_panics_total Total number of webhook panics
+# TYPE controller_runtime_webhook_panics_total counter
+controller_runtime_webhook_panics_total 0
+# HELP controller_runtime_webhook_requests_in_flight Current number of admission requests being served.
+# TYPE controller_runtime_webhook_requests_in_flight gauge
+controller_runtime_webhook_requests_in_flight{webhook="/validate-eventing-keda-sh-v1alpha1-cloudeventsource"} 0
+controller_runtime_webhook_requests_in_flight{webhook="/validate-eventing-keda-sh-v1alpha1-clustercloudeventsource"} 0
+controller_runtime_webhook_requests_in_flight{webhook="/validate-keda-sh-v1alpha1-clustertriggerauthentication"} 0
+controller_runtime_webhook_requests_in_flight{webhook="/validate-keda-sh-v1alpha1-scaledjob"} 0
+controller_runtime_webhook_requests_in_flight{webhook="/validate-keda-sh-v1alpha1-scaledobject"} 0
+controller_runtime_webhook_requests_in_flight{webhook="/validate-keda-sh-v1alpha1-triggerauthentication"} 0
+# HELP controller_runtime_webhook_requests_total Total number of admission requests by HTTP status code.
+# TYPE controller_runtime_webhook_requests_total counter
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-eventing-keda-sh-v1alpha1-cloudeventsource"} 0
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-eventing-keda-sh-v1alpha1-clustercloudeventsource"} 0
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-keda-sh-v1alpha1-clustertriggerauthentication"} 0
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-keda-sh-v1alpha1-scaledjob"} 0
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-keda-sh-v1alpha1-scaledobject"} 0
+controller_runtime_webhook_requests_total{code="200",webhook="/validate-keda-sh-v1alpha1-triggerauthentication"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-eventing-keda-sh-v1alpha1-cloudeventsource"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-eventing-keda-sh-v1alpha1-clustercloudeventsource"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-keda-sh-v1alpha1-clustertriggerauthentication"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-keda-sh-v1alpha1-scaledjob"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-keda-sh-v1alpha1-scaledobject"} 0
+controller_runtime_webhook_requests_total{code="500",webhook="/validate-keda-sh-v1alpha1-triggerauthentication"} 0
+# HELP go_gc_duration_seconds A summary of the pause duration of garbage collection cycles.
+# TYPE go_gc_duration_seconds summary
+go_gc_duration_seconds{quantile="0"} 8.042e-06
+go_gc_duration_seconds{quantile="0.25"} 8.042e-06
+go_gc_duration_seconds{quantile="0.5"} 0.000170208
+go_gc_duration_seconds{quantile="0.75"} 0.000170208
+go_gc_duration_seconds{quantile="1"} 0.000170208
+go_gc_duration_seconds_sum 0.00017825
+go_gc_duration_seconds_count 2
+# HELP go_memstats_alloc_bytes Number of bytes allocated and still in use.
+# TYPE go_memstats_alloc_bytes gauge
+go_memstats_alloc_bytes 3.223464e+06
+# HELP go_memstats_frees_total Total number of frees.
+# TYPE go_memstats_frees_total counter
+go_memstats_frees_total 22526
+# HELP go_memstats_heap_idle_bytes Number of heap bytes waiting to be used.
+# TYPE go_memstats_heap_idle_bytes gauge
+go_memstats_heap_idle_bytes 2.736128e+06
+# HELP go_memstats_heap_objects Number of allocated objects.
+# TYPE go_memstats_heap_objects gauge
+go_memstats_heap_objects 12431
+# HELP go_memstats_last_gc_time_seconds Number of seconds since 1970 of last garbage collection.
+# TYPE go_memstats_last_gc_time_seconds gauge
+go_memstats_last_gc_time_seconds 1.7326008802889886e+09
+# HELP go_memstats_mallocs_total Total number of mallocs.
+# TYPE go_memstats_mallocs_total counter
+go_memstats_mallocs_total 34957
+# HELP go_memstats_mspan_inuse_bytes Number of bytes in use by mspan structures.
+# TYPE go_memstats_mspan_inuse_bytes gauge
+go_memstats_mspan_inuse_bytes 75040
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes 81600
+# HELP go_memstats_stack_inuse_bytes Number of bytes in use by the stack allocator.
+# TYPE go_memstats_stack_inuse_bytes gauge
+go_memstats_stack_inuse_bytes 557056
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds 1.048576e+06
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes 3.7474304e+07
+# HELP process_virtual_memory_max_bytes Maximum amount of virtual memory available in bytes.
+# TYPE process_virtual_memory_max_bytes gauge
+process_virtual_memory_max_bytes 1.8446744073709552e+19
+# HELP aggregator_discovery_aggregation_count_total [ALPHA] Counter of number of times discovery was aggregated
+# TYPE aggregator_discovery_aggregation_count_total counter
+aggregator_discovery_aggregation_count_total 1
+# HELP apiserver_audit_event_total [ALPHA] Counter of audit events generated and sent to the audit backend.
+# TYPE apiserver_audit_event_total counter
+apiserver_audit_event_total 0
+# HELP apiserver_audit_requests_rejected_total [ALPHA] Counter of apiserver requests rejected due to an error in audit logging backend.
+# TYPE apiserver_audit_requests_rejected_total counter
+apiserver_audit_requests_rejected_total 0
+# HELP apiserver_client_certificate_expiration_seconds [ALPHA] Distribution of the remaining lifetime on the certificate used to authenticate a request.
+# TYPE apiserver_client_certificate_expiration_seconds histogram
+apiserver_client_certificate_expiration_seconds_bucket{le="0"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="1800"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="3600"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="7200"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="21600"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="43200"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="86400"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="172800"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="345600"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="604800"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="2.592e+06"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="7.776e+06"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="1.5552e+07"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="3.1104e+07"} 0
+apiserver_client_certificate_expiration_seconds_bucket{le="+Inf"} 0
+apiserver_client_certificate_expiration_seconds_sum 0
+apiserver_client_certificate_expiration_seconds_count 0
+# HELP apiserver_current_inflight_requests [STABLE] Maximal number of currently used inflight request limit of this apiserver per request kind in last second.
+# TYPE apiserver_current_inflight_requests gauge
+apiserver_current_inflight_requests{request_kind="mutating"} 0
+apiserver_current_inflight_requests{request_kind="readOnly"} 0
+# HELP apiserver_delegated_authz_request_duration_seconds [ALPHA] Request latency in seconds. Broken down by status code.
+# TYPE apiserver_delegated_authz_request_duration_seconds histogram
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="0.25"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="0.5"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="0.7"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="1"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="1.5"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="3"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="5"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="10"} 12
+apiserver_delegated_authz_request_duration_seconds_bucket{code="201",le="+Inf"} 12
+apiserver_delegated_authz_request_duration_seconds_sum{code="201"} 0.045623252
+apiserver_delegated_authz_request_duration_seconds_count{code="201"} 12
+# HELP apiserver_delegated_authz_request_total [ALPHA] Number of HTTP requests partitioned by status code.
+# TYPE apiserver_delegated_authz_request_total counter
+apiserver_delegated_authz_request_total{code="201"} 12
+# HELP apiserver_envelope_encryption_dek_cache_fill_percent [ALPHA] Percent of the cache slots currently occupied by cached DEKs.
+# TYPE apiserver_envelope_encryption_dek_cache_fill_percent gauge
+apiserver_envelope_encryption_dek_cache_fill_percent 0
+# HELP apiserver_flowcontrol_read_vs_write_current_requests EXPERIMENTAL: [ALPHA] Observations, at the end of every nanosecond, of the number of requests (as a fraction of the relevant limit) waiting or in regular stage of execution
+# TYPE apiserver_flowcontrol_read_vs_write_current_requests histogram
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0"} 3.43803666325e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.001"} 3.43803666325e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.01"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.1"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.2"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.3"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.4"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.5"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.6"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.7"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.8"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.9"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.95"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="0.99"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="1"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_bucket{phase="executing",request_kind="readOnly",le="+Inf"} 3.43861560783e+11
+apiserver_flowcontrol_read_vs_write_current_requests_sum{phase="executing",request_kind="readOnly"} 195506.455
+apiserver_flowcontrol_read_vs_write_current_requests_count{phase="executing",request_kind="readOnly"} 3.43861560783e+11
+# HELP apiserver_flowcontrol_seat_fair_frac [ALPHA] Fair fraction of server's concurrency to allocate to each priority level that can use it
+# TYPE apiserver_flowcontrol_seat_fair_frac gauge
+apiserver_flowcontrol_seat_fair_frac 0
+# HELP apiserver_request_duration_seconds [STABLE] Response latency distribution in seconds for each verb, dry run value, group, version, resource, subresource, scope and component.
+# TYPE apiserver_request_duration_seconds histogram
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.005"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.025"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.05"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.1"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.2"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.4"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.6"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.8"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.25"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.5"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="2"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="3"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="4"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="5"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="6"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="8"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="10"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="15"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="20"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="30"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="45"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="60"} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="+Inf"} 34
+apiserver_request_duration_seconds_sum{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 0.010738917999999998
+apiserver_request_duration_seconds_count{component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 34
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.005"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.025"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.05"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.1"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.2"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.4"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.6"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.8"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.25"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.5"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="2"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="3"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="4"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="5"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="6"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="8"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="10"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="15"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="20"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="30"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="45"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="60"} 115
+apiserver_request_duration_seconds_bucket{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="+Inf"} 115
+apiserver_request_duration_seconds_sum{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 0.034279792
+apiserver_request_duration_seconds_count{component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 115
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.005"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.025"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.05"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.1"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.2"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.4"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.6"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.8"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.25"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.5"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="2"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="3"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="4"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="5"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="6"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="8"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="10"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="15"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="20"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="30"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="45"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="60"} 7
+apiserver_request_duration_seconds_bucket{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="+Inf"} 7
+apiserver_request_duration_seconds_sum{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 0.004998374999999999
+apiserver_request_duration_seconds_count{component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 7
+# HELP apiserver_request_filter_duration_seconds [ALPHA] Request filter latency distribution in seconds, for each filter type
+# TYPE apiserver_request_filter_duration_seconds histogram
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.0001"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.0003"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.001"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.003"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.01"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.03"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="0.3"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="5"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="10"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="15"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="30"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="audit",le="+Inf"} 239
+apiserver_request_filter_duration_seconds_sum{filter="audit"} 0.0001087550000000001
+apiserver_request_filter_duration_seconds_count{filter="audit"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.0001"} 183
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.0003"} 232
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.001"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.003"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.01"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.03"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="0.3"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="5"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="10"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="15"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="30"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authentication",le="+Inf"} 239
+apiserver_request_filter_duration_seconds_sum{filter="authentication"} 0.017057584000000008
+apiserver_request_filter_duration_seconds_count{filter="authentication"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.0001"} 227
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.0003"} 227
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.001"} 227
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.003"} 232
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.01"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.03"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="0.3"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="5"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="10"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="15"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="30"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="authorization",le="+Inf"} 239
+apiserver_request_filter_duration_seconds_sum{filter="authorization"} 0.04983261600000001
+apiserver_request_filter_duration_seconds_count{filter="authorization"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.0001"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.0003"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.001"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.003"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.01"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.03"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="0.3"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="1"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="5"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="10"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="15"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="30"} 239
+apiserver_request_filter_duration_seconds_bucket{filter="impersonation",le="+Inf"} 239
+apiserver_request_filter_duration_seconds_sum{filter="impersonation"} 0.002865845
+apiserver_request_filter_duration_seconds_count{filter="impersonation"} 239
+# HELP apiserver_request_sli_duration_seconds [ALPHA] Response latency distribution (not counting webhook duration and priority & fairness queue wait times) in seconds for each verb, group, version, resource, subresource, scope and component.
+# TYPE apiserver_request_sli_duration_seconds histogram
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.05"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.1"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.2"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.4"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.6"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.8"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.25"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.5"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="2"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="3"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="4"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="5"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="6"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="8"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="10"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="15"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="20"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="30"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="45"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="60"} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="+Inf"} 34
+apiserver_request_sli_duration_seconds_sum{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 0.010738917999999998
+apiserver_request_sli_duration_seconds_count{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 34
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.05"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.1"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.2"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.4"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.6"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.8"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.25"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.5"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="2"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="3"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="4"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="5"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="6"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="8"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="10"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="15"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="20"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="30"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="45"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="60"} 115
+apiserver_request_sli_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="+Inf"} 115
+apiserver_request_sli_duration_seconds_sum{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 0.034279792
+apiserver_request_sli_duration_seconds_count{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 115
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.05"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.1"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.2"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.4"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.6"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.8"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.25"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.5"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="2"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="3"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="4"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="5"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="6"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="8"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="10"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="15"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="20"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="30"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="45"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="60"} 7
+apiserver_request_sli_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="+Inf"} 7
+apiserver_request_sli_duration_seconds_sum{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 0.004998374999999999
+apiserver_request_sli_duration_seconds_count{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 7
+# HELP apiserver_request_slo_duration_seconds [ALPHA] Response latency distribution (not counting webhook duration and priority & fairness queue wait times) in seconds for each verb, group, version, resource, subresource, scope and component.
+# TYPE apiserver_request_slo_duration_seconds histogram
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.05"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.1"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.2"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.4"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.6"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="0.8"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.25"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1.5"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="2"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="3"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="4"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="5"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="6"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="8"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="10"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="15"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="20"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="30"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="45"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="60"} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="+Inf"} 34
+apiserver_request_slo_duration_seconds_sum{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 0.010738917999999998
+apiserver_request_slo_duration_seconds_count{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 34
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.05"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.1"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.2"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.4"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.6"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="0.8"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.25"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1.5"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="2"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="3"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="4"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="5"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="6"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="8"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="10"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="15"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="20"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="30"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="45"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="60"} 115
+apiserver_request_slo_duration_seconds_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="+Inf"} 115
+apiserver_request_slo_duration_seconds_sum{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 0.034279792
+apiserver_request_slo_duration_seconds_count{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 115
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.05"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.1"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.2"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.4"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.6"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="0.8"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.25"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1.5"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="2"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="3"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="4"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="5"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="6"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="8"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="10"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="15"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="20"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="30"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="45"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="60"} 7
+apiserver_request_slo_duration_seconds_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="+Inf"} 7
+apiserver_request_slo_duration_seconds_sum{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 0.004998374999999999
+apiserver_request_slo_duration_seconds_count{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 7
+# HELP apiserver_request_total [STABLE] Counter of apiserver requests broken out for each verb, dry run value, group, version, resource, scope, component, and HTTP response code.
+# TYPE apiserver_request_total counter
+apiserver_request_total{code="200",component="",dry_run="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 34
+apiserver_request_total{code="200",component="",dry_run="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 115
+apiserver_request_total{code="304",component="apiserver",dry_run="",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 7
+# HELP apiserver_response_sizes [STABLE] Response size distribution in bytes for each group, version, verb, resource, subresource, scope and component.
+# TYPE apiserver_response_sizes histogram
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1000"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="10000"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="100000"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1e+06"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1e+07"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1e+08"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="1e+09"} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version="",le="+Inf"} 34
+apiserver_response_sizes_sum{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 68
+apiserver_response_sizes_count{component="",group="",resource="",scope="",subresource="/healthz",verb="GET",version=""} 34
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1000"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="10000"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="100000"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1e+06"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1e+07"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1e+08"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="1e+09"} 115
+apiserver_response_sizes_bucket{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version="",le="+Inf"} 115
+apiserver_response_sizes_sum{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 230
+apiserver_response_sizes_count{component="",group="",resource="",scope="",subresource="/readyz",verb="GET",version=""} 115
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1000"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="10000"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="100000"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1e+06"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1e+07"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1e+08"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="1e+09"} 7
+apiserver_response_sizes_bucket{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version="",le="+Inf"} 7
+apiserver_response_sizes_sum{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 0
+apiserver_response_sizes_count{component="apiserver",group="",resource="",scope="",subresource="apis",verb="GET",version=""} 7
+# HELP apiserver_storage_data_key_generation_duration_seconds [ALPHA] Latencies in seconds of data encryption key(DEK) generation operations.
+# TYPE apiserver_storage_data_key_generation_duration_seconds histogram
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="5e-06"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="1e-05"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="2e-05"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="4e-05"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="8e-05"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00016"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00032"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00064"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00128"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00256"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.00512"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.01024"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.02048"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="0.04096"} 0
+apiserver_storage_data_key_generation_duration_seconds_bucket{le="+Inf"} 0
+apiserver_storage_data_key_generation_duration_seconds_sum 0
+apiserver_storage_data_key_generation_duration_seconds_count 0
+# HELP apiserver_storage_data_key_generation_failures_total [ALPHA] Total number of failed data encryption key(DEK) generation operations.
+# TYPE apiserver_storage_data_key_generation_failures_total counter
+apiserver_storage_data_key_generation_failures_total 0
+# HELP apiserver_storage_envelope_transformation_cache_misses_total [ALPHA] Total number of cache misses while accessing key decryption key(KEK).
+# TYPE apiserver_storage_envelope_transformation_cache_misses_total counter
+apiserver_storage_envelope_transformation_cache_misses_total 0
+# HELP apiserver_tls_handshake_errors_total [ALPHA] Number of requests dropped with 'TLS handshake error from' error
+# TYPE apiserver_tls_handshake_errors_total counter
+apiserver_tls_handshake_errors_total 2
+# HELP apiserver_webhooks_x509_insecure_sha1_total [ALPHA] Counts the number of requests to servers with insecure SHA1 signatures in their serving certificate OR the number of connection failures due to the insecure SHA1 signatures (either/or, based on the runtime environment)
+# TYPE apiserver_webhooks_x509_insecure_sha1_total counter
+apiserver_webhooks_x509_insecure_sha1_total 0
+# HELP apiserver_webhooks_x509_missing_san_total [ALPHA] Counts the number of requests to servers missing SAN extension in their serving certificate OR the number of connection failures due to the lack of x509 certificate SAN extension missing (either/or, based on the runtime environment)
+# TYPE apiserver_webhooks_x509_missing_san_total counter
+apiserver_webhooks_x509_missing_san_total 0
+# HELP authenticated_user_requests [ALPHA] Counter of authenticated requests broken out by username.
+# TYPE authenticated_user_requests counter
+authenticated_user_requests{username="other"} 239
+# HELP authentication_attempts [ALPHA] Counter of authenticated attempts.
+# TYPE authentication_attempts counter
+authentication_attempts{result="success"} 239
+# HELP authentication_duration_seconds [ALPHA] Authentication duration in seconds broken out by result.
+# TYPE authentication_duration_seconds histogram
+authentication_duration_seconds_bucket{result="success",le="0.001"} 239
+authentication_duration_seconds_bucket{result="success",le="0.002"} 239
+authentication_duration_seconds_bucket{result="success",le="0.004"} 239
+authentication_duration_seconds_bucket{result="success",le="0.008"} 239
+authentication_duration_seconds_bucket{result="success",le="0.016"} 239
+authentication_duration_seconds_bucket{result="success",le="0.032"} 239
+authentication_duration_seconds_bucket{result="success",le="0.064"} 239
+authentication_duration_seconds_bucket{result="success",le="0.128"} 239
+authentication_duration_seconds_bucket{result="success",le="0.256"} 239
+authentication_duration_seconds_bucket{result="success",le="0.512"} 239
+authentication_duration_seconds_bucket{result="success",le="1.024"} 239
+authentication_duration_seconds_bucket{result="success",le="2.048"} 239
+authentication_duration_seconds_bucket{result="success",le="4.096"} 239
+authentication_duration_seconds_bucket{result="success",le="8.192"} 239
+authentication_duration_seconds_bucket{result="success",le="16.384"} 239
+authentication_duration_seconds_bucket{result="success",le="+Inf"} 239
+authentication_duration_seconds_sum{result="success"} 0.013010210000000003
+authentication_duration_seconds_count{result="success"} 239
+# HELP authorization_attempts_total [ALPHA] Counter of authorization attempts broken down by result. It can be either 'allowed', 'denied', 'no-opinion' or 'error'.
+# TYPE authorization_attempts_total counter
+authorization_attempts_total{result="allowed"} 239
+# HELP authorization_duration_seconds [ALPHA] Authorization duration in seconds broken out by result.
+# TYPE authorization_duration_seconds histogram
+authorization_duration_seconds_bucket{result="allowed",le="0.001"} 227
+authorization_duration_seconds_bucket{result="allowed",le="0.002"} 228
+authorization_duration_seconds_bucket{result="allowed",le="0.004"} 235
+authorization_duration_seconds_bucket{result="allowed",le="0.008"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.016"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.032"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.064"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.128"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.256"} 239
+authorization_duration_seconds_bucket{result="allowed",le="0.512"} 239
+authorization_duration_seconds_bucket{result="allowed",le="1.024"} 239
+authorization_duration_seconds_bucket{result="allowed",le="2.048"} 239
+authorization_duration_seconds_bucket{result="allowed",le="4.096"} 239
+authorization_duration_seconds_bucket{result="allowed",le="8.192"} 239
+authorization_duration_seconds_bucket{result="allowed",le="16.384"} 239
+authorization_duration_seconds_bucket{result="allowed",le="+Inf"} 239
+authorization_duration_seconds_sum{result="allowed"} 0.048879254000000004
+authorization_duration_seconds_count{result="allowed"} 239
+# HELP cardinality_enforcement_unexpected_categorizations_total [ALPHA] The count of unexpected categorizations during cardinality enforcement.
+# TYPE cardinality_enforcement_unexpected_categorizations_total counter
+cardinality_enforcement_unexpected_categorizations_total 0
+# HELP disabled_metrics_total [BETA] The count of disabled metrics.
+# TYPE disabled_metrics_total counter
+disabled_metrics_total 0
+# HELP field_validation_request_duration_seconds [ALPHA] Response latency distribution in seconds for each field validation value
+# TYPE field_validation_request_duration_seconds histogram
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.05"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.1"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.2"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.4"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.6"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="0.8"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="1"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="1.25"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="1.5"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="2"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="3"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="4"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="5"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="6"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="8"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="10"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="15"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="20"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="30"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="45"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="60"} 0
+field_validation_request_duration_seconds_bucket{field_validation="",le="+Inf"} 0
+field_validation_request_duration_seconds_sum{field_validation=""} 0
+field_validation_request_duration_seconds_count{field_validation=""} 0
+# HELP hidden_metrics_total [BETA] The count of hidden metrics.
+# TYPE hidden_metrics_total counter
+hidden_metrics_total 0
+# HELP registered_metrics_total [BETA] The count of registered metrics broken by stability level and deprecation version.
+# TYPE registered_metrics_total counter
+registered_metrics_total{deprecated_version="",stability_level="ALPHA"} 120
+registered_metrics_total{deprecated_version="",stability_level="BETA"} 13
+registered_metrics_total{deprecated_version="",stability_level="STABLE"} 12
+registered_metrics_total{deprecated_version="1.27.0",stability_level="ALPHA"} 1
+registered_metrics_total{deprecated_version="1.28.0",stability_level="ALPHA"} 1
+registered_metrics_total{deprecated_version="1.30.0",stability_level="ALPHA"} 3
+registered_metrics_total{deprecated_version="1.31.0",stability_level="ALPHA"} 1
+# HELP workqueue_adds_total [ALPHA] Total number of adds handled by workqueue
+# TYPE workqueue_adds_total counter
+workqueue_adds_total{name="DynamicCABundle-client-ca-bundle"} 1
+workqueue_adds_total{name="DynamicCABundle-serving-cert"} 1
+workqueue_adds_total{name="DynamicConfigMapCABundle-client-ca"} 7
+workqueue_adds_total{name="DynamicServingCertificateController"} 7
+workqueue_adds_total{name="RequestHeaderAuthRequestController"} 1
+# HELP workqueue_depth [ALPHA] Current depth of workqueue
+# TYPE workqueue_depth gauge
+workqueue_depth{name="DynamicCABundle-client-ca-bundle"} 0
+workqueue_depth{name="DynamicCABundle-serving-cert"} 0
+workqueue_depth{name="DynamicConfigMapCABundle-client-ca"} 0
+workqueue_depth{name="DynamicServingCertificateController"} 0
+workqueue_depth{name="RequestHeaderAuthRequestController"} 0
+# HELP certwatcher_read_certificate_total Total number of certificate reads
+# TYPE certwatcher_read_certificate_total counter
+certwatcher_read_certificate_total 0
+# HELP go_goroutines Number of goroutines that currently exist.
+# TYPE go_goroutines gauge
+go_goroutines 88
+# HELP go_memstats_alloc_bytes_total Total number of bytes allocated, even if freed.
+# TYPE go_memstats_alloc_bytes_total counter
+go_memstats_alloc_bytes_total 4.5449336e+07
+# HELP go_memstats_gc_sys_bytes Number of bytes used for garbage collection system metadata.
+# TYPE go_memstats_gc_sys_bytes gauge
+go_memstats_gc_sys_bytes 3.909936e+06
+# HELP go_memstats_heap_inuse_bytes Number of heap bytes that are in use.
+# TYPE go_memstats_heap_inuse_bytes gauge
+go_memstats_heap_inuse_bytes 1.9595264e+07
+# HELP go_memstats_heap_released_bytes Number of heap bytes released to OS.
+# TYPE go_memstats_heap_released_bytes gauge
+go_memstats_heap_released_bytes 1.900544e+06
+# HELP go_memstats_lookups_total Total number of pointer lookups.
+# TYPE go_memstats_lookups_total counter
+go_memstats_lookups_total 0
+# HELP go_memstats_mcache_inuse_bytes Number of bytes in use by mcache structures.
+# TYPE go_memstats_mcache_inuse_bytes gauge
+go_memstats_mcache_inuse_bytes 1200
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes 326400
+# HELP go_memstats_next_gc_bytes Number of heap bytes when next garbage collection will take place.
+# TYPE go_memstats_next_gc_bytes gauge
+go_memstats_next_gc_bytes 2.7305824e+07
+# HELP go_memstats_stack_sys_bytes Number of bytes obtained from system for stack allocator.
+# TYPE go_memstats_stack_sys_bytes gauge
+go_memstats_stack_sys_bytes 1.212416e+06
+# HELP go_memstats_sys_bytes Number of bytes obtained from system.
+# TYPE go_memstats_sys_bytes gauge
+go_memstats_sys_bytes 3.1806728e+07
+# HELP go_threads Number of OS threads created.
+# TYPE go_threads gauge
+go_threads 8
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds 1.73260052073e+09
+# HELP rest_client_requests_total Number of HTTP requests, partitioned by status code, method, and host.
+# TYPE rest_client_requests_total counter
+rest_client_requests_total{code="200",host="10.96.0.1:443",method="GET"} 7
+rest_client_requests_total{code="201",host="10.96.0.1:443",method="POST"} 12
+# HELP controller_runtime_active_workers Number of currently used workers per controller
+# TYPE controller_runtime_active_workers gauge
+controller_runtime_active_workers{controller="cert-rotator"} 0
+controller_runtime_active_workers{controller="cloudeventsource"} 0
+controller_runtime_active_workers{controller="clustercloudeventsource"} 0
+controller_runtime_active_workers{controller="clustertriggerauthentication"} 0
+controller_runtime_active_workers{controller="scaledjob"} 0
+controller_runtime_active_workers{controller="scaledobject"} 0
+controller_runtime_active_workers{controller="triggerauthentication"} 0
+# HELP controller_runtime_max_concurrent_reconciles Maximum number of concurrent reconciles per controller
+# TYPE controller_runtime_max_concurrent_reconciles gauge
+controller_runtime_max_concurrent_reconciles{controller="cert-rotator"} 1
+controller_runtime_max_concurrent_reconciles{controller="cloudeventsource"} 1
+controller_runtime_max_concurrent_reconciles{controller="clustercloudeventsource"} 1
+controller_runtime_max_concurrent_reconciles{controller="clustertriggerauthentication"} 1
+controller_runtime_max_concurrent_reconciles{controller="scaledjob"} 1
+controller_runtime_max_concurrent_reconciles{controller="scaledobject"} 5
+controller_runtime_max_concurrent_reconciles{controller="triggerauthentication"} 1
+# HELP controller_runtime_reconcile_errors_total Total number of reconciliation errors per controller
+# TYPE controller_runtime_reconcile_errors_total counter
+controller_runtime_reconcile_errors_total{controller="cert-rotator"} 0
+controller_runtime_reconcile_errors_total{controller="cloudeventsource"} 0
+controller_runtime_reconcile_errors_total{controller="clustercloudeventsource"} 0
+controller_runtime_reconcile_errors_total{controller="clustertriggerauthentication"} 0
+controller_runtime_reconcile_errors_total{controller="scaledjob"} 0
+controller_runtime_reconcile_errors_total{controller="scaledobject"} 0
+controller_runtime_reconcile_errors_total{controller="triggerauthentication"} 0
+# HELP controller_runtime_reconcile_panics_total Total number of reconciliation panics per controller
+# TYPE controller_runtime_reconcile_panics_total counter
+controller_runtime_reconcile_panics_total{controller="cert-rotator"} 0
+controller_runtime_reconcile_panics_total{controller="cloudeventsource"} 0
+controller_runtime_reconcile_panics_total{controller="clustercloudeventsource"} 0
+controller_runtime_reconcile_panics_total{controller="clustertriggerauthentication"} 0
+controller_runtime_reconcile_panics_total{controller="scaledjob"} 0
+controller_runtime_reconcile_panics_total{controller="scaledobject"} 0
+controller_runtime_reconcile_panics_total{controller="triggerauthentication"} 0
+# HELP controller_runtime_reconcile_time_seconds Length of time per reconciliation per controller
+# TYPE controller_runtime_reconcile_time_seconds histogram
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.005"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.01"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.025"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.05"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.1"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.15"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.2"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.25"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.3"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.35"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.4"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.45"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.6"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.7"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.8"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="0.9"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="1"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="1.25"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="1.5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="1.75"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="2"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="2.5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="3"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="3.5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="4"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="4.5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="5"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="6"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="7"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="8"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="9"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="10"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="15"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="20"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="25"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="30"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="40"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="50"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="60"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="cert-rotator",le="+Inf"} 2
+controller_runtime_reconcile_time_seconds_sum{controller="cert-rotator"} 0.014531625
+controller_runtime_reconcile_time_seconds_count{controller="cert-rotator"} 2
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.005"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.01"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.025"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.05"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.1"} 0
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.15"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.2"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.25"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.3"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.35"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.4"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.45"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.6"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.7"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.8"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="0.9"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="1"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="1.25"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="1.5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="1.75"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="2"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="2.5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="3"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="3.5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="4"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="4.5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="5"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="6"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="7"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="8"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="9"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="10"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="15"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="20"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="25"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="30"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="40"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="50"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="60"} 1
+controller_runtime_reconcile_time_seconds_bucket{controller="scaledjob",le="+Inf"} 1
+controller_runtime_reconcile_time_seconds_sum{controller="scaledjob"} 0.123412833
+controller_runtime_reconcile_time_seconds_count{controller="scaledjob"} 1
+# HELP controller_runtime_reconcile_total Total number of reconciliations per controller
+# TYPE controller_runtime_reconcile_total counter
+controller_runtime_reconcile_total{controller="cert-rotator",result="error"} 0
+controller_runtime_reconcile_total{controller="cert-rotator",result="requeue"} 0
+controller_runtime_reconcile_total{controller="cert-rotator",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="cert-rotator",result="success"} 2
+controller_runtime_reconcile_total{controller="cloudeventsource",result="error"} 0
+controller_runtime_reconcile_total{controller="cloudeventsource",result="requeue"} 0
+controller_runtime_reconcile_total{controller="cloudeventsource",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="cloudeventsource",result="success"} 0
+controller_runtime_reconcile_total{controller="clustercloudeventsource",result="error"} 0
+controller_runtime_reconcile_total{controller="clustercloudeventsource",result="requeue"} 0
+controller_runtime_reconcile_total{controller="clustercloudeventsource",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="clustercloudeventsource",result="success"} 0
+controller_runtime_reconcile_total{controller="clustertriggerauthentication",result="error"} 0
+controller_runtime_reconcile_total{controller="clustertriggerauthentication",result="requeue"} 0
+controller_runtime_reconcile_total{controller="clustertriggerauthentication",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="clustertriggerauthentication",result="success"} 0
+controller_runtime_reconcile_total{controller="scaledjob",result="error"} 0
+controller_runtime_reconcile_total{controller="scaledjob",result="requeue"} 0
+controller_runtime_reconcile_total{controller="scaledjob",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="scaledjob",result="success"} 1
+controller_runtime_reconcile_total{controller="scaledobject",result="error"} 0
+controller_runtime_reconcile_total{controller="scaledobject",result="requeue"} 0
+controller_runtime_reconcile_total{controller="scaledobject",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="scaledobject",result="success"} 0
+controller_runtime_reconcile_total{controller="triggerauthentication",result="error"} 0
+controller_runtime_reconcile_total{controller="triggerauthentication",result="requeue"} 0
+controller_runtime_reconcile_total{controller="triggerauthentication",result="requeue_after"} 0
+controller_runtime_reconcile_total{controller="triggerauthentication",result="success"} 0
+# HELP controller_runtime_terminal_reconcile_errors_total Total number of terminal reconciliation errors per controller
+# TYPE controller_runtime_terminal_reconcile_errors_total counter
+controller_runtime_terminal_reconcile_errors_total{controller="cert-rotator"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="cloudeventsource"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="clustercloudeventsource"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="clustertriggerauthentication"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="scaledjob"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="scaledobject"} 0
+controller_runtime_terminal_reconcile_errors_total{controller="triggerauthentication"} 0
+# HELP go_info Information about the Go environment.
+# TYPE go_info gauge
+go_info{version="go1.23.3"} 1
+# HELP go_memstats_buck_hash_sys_bytes Number of bytes used by the profiling bucket hash table.
+# TYPE go_memstats_buck_hash_sys_bytes gauge
+go_memstats_buck_hash_sys_bytes 1.475087e+06
+# HELP go_memstats_heap_alloc_bytes Number of heap bytes allocated and still in use.
+# TYPE go_memstats_heap_alloc_bytes gauge
+go_memstats_heap_alloc_bytes 1.4489752e+07
+# HELP go_memstats_heap_sys_bytes Number of heap bytes obtained from system.
+# TYPE go_memstats_heap_sys_bytes gauge
+go_memstats_heap_sys_bytes 3.2342016e+07
+# HELP go_memstats_mcache_sys_bytes Number of bytes used for mcache structures obtained from system.
+# TYPE go_memstats_mcache_sys_bytes gauge
+go_memstats_mcache_sys_bytes 15600
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes 408000
+# HELP go_memstats_other_sys_bytes Number of bytes used for other system allocations.
+# TYPE go_memstats_other_sys_bytes gauge
+go_memstats_other_sys_bytes 885817
+# HELP keda_build_info Info metric, with static information about KEDA build like: version, git commit and Golang runtime info.
+# TYPE keda_build_info gauge
+keda_build_info{git_commit="5c52d032931b8ecf855d0c298f8d5e48937aecd7",goarch="arm64",goos="linux",goversion="go1.23.3",version="2.16.0"} 1
+# HELP keda_internal_scale_loop_latency DEPRECATED - will be removed in 2.16: use 'keda_internal_scale_loop_latency_seconds' instead.
+# TYPE keda_internal_scale_loop_latency gauge
+keda_internal_scale_loop_latency{namespace="default",resource="csv-processor",type="scaledjob"} 0
+# HELP keda_internal_scale_loop_latency_seconds Total deviation (in seconds) between the expected execution time and the actual execution time for the scaling loop.
+# TYPE keda_internal_scale_loop_latency_seconds gauge
+keda_internal_scale_loop_latency_seconds{namespace="default",resource="csv-processor",type="scaledjob"} 0.000345505
+# HELP keda_resource_registered_total Total number of KEDA custom resources per namespace for each custom resource type (CRD) registered.
+# TYPE keda_resource_registered_total gauge
+keda_resource_registered_total{namespace="default",type="scaled_job"} 1
+# HELP keda_resource_totals DEPRECATED - will be removed in 2.16: use 'keda_resource_registered_total' instead.
+# TYPE keda_resource_totals gauge
+keda_resource_totals{namespace="default",type="scaled_job"} 1
+# HELP keda_scaled_job_errors_total Number of scaled job errors
+# TYPE keda_scaled_job_errors_total counter
+keda_scaled_job_errors_total{namespace="default",scaledJob="csv-processor"} 0
+# HELP keda_scaler_active Indicates whether a scaler is active (1), or not (0).
+# TYPE keda_scaler_active gauge
+keda_scaler_active{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 0
+# HELP keda_scaler_detail_errors_total The total number of errors encountered for each scaler.
+# TYPE keda_scaler_detail_errors_total counter
+keda_scaler_detail_errors_total{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 0
+# HELP keda_scaler_errors DEPRECATED - will be removed in 2.16: use 'keda_scaler_detail_errors_total' instead.
+# TYPE keda_scaler_errors counter
+keda_scaler_errors{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 0
+# HELP keda_scaler_metrics_latency DEPRECATED - will be removed in 2.16: use 'keda_scaler_metrics_latency_seconds' instead.
+# TYPE keda_scaler_metrics_latency gauge
+keda_scaler_metrics_latency{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 1
+# HELP keda_scaler_metrics_latency_seconds The latency of retrieving current metric from each scaler, in seconds.
+# TYPE keda_scaler_metrics_latency_seconds gauge
+keda_scaler_metrics_latency_seconds{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 0.001407625
+# HELP keda_scaler_metrics_value The current value for each scaler's metric that would be used by the HPA in computing the target average.
+# TYPE keda_scaler_metrics_value gauge
+keda_scaler_metrics_value{metric="s0-redis-csvs-to-process",namespace="default",scaledObject="csv-processor",scaler="redisScaler",triggerIndex="0",type="scaledjob"} 0
+# HELP keda_trigger_registered_total Total number of triggers per trigger type registered.
+# TYPE keda_trigger_registered_total gauge
+keda_trigger_registered_total{type="redis"} 1
+# HELP keda_trigger_totals DEPRECATED - will be removed in 2.16: use 'keda_trigger_registered_total' instead.
+# TYPE keda_trigger_totals gauge
+keda_trigger_totals{type="redis"} 1
+# HELP leader_election_master_status Gauge of if the reporting system is master of the relevant lease, 0 indicates backup, 1 indicates master. 'name' is the string used to identify the lease. Please make sure to group by name.
+# TYPE leader_election_master_status gauge
+leader_election_master_status{name="operator.keda.sh"} 1
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total 0.24
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds 11
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes 1.377685504e+09
+# HELP workqueue_adds_total Total number of adds handled by workqueue
+# TYPE workqueue_adds_total counter
+workqueue_adds_total{controller="cert-rotator",name="cert-rotator"} 2
+workqueue_adds_total{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_adds_total{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_adds_total{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_adds_total{controller="scaledjob",name="scaledjob"} 1
+workqueue_adds_total{controller="scaledobject",name="scaledobject"} 0
+workqueue_adds_total{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_depth Current depth of workqueue
+# TYPE workqueue_depth gauge
+workqueue_depth{controller="cert-rotator",name="cert-rotator"} 0
+workqueue_depth{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_depth{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_depth{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_depth{controller="scaledjob",name="scaledjob"} 0
+workqueue_depth{controller="scaledobject",name="scaledobject"} 0
+workqueue_depth{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_longest_running_processor_seconds How many seconds has the longest running processor for workqueue been running.
+# TYPE workqueue_longest_running_processor_seconds gauge
+workqueue_longest_running_processor_seconds{controller="cert-rotator",name="cert-rotator"} 0
+workqueue_longest_running_processor_seconds{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_longest_running_processor_seconds{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_longest_running_processor_seconds{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_longest_running_processor_seconds{controller="scaledjob",name="scaledjob"} 0
+workqueue_longest_running_processor_seconds{controller="scaledobject",name="scaledobject"} 0
+workqueue_longest_running_processor_seconds{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_queue_duration_seconds How long in seconds an item stays in workqueue before being requested
+# TYPE workqueue_queue_duration_seconds histogram
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="9.999999999999999e-05"} 1
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.001"} 1
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.01"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.1"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="10"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="100"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1000"} 2
+workqueue_queue_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="+Inf"} 2
+workqueue_queue_duration_seconds_sum{controller="cert-rotator",name="cert-rotator"} 0.007450832
+workqueue_queue_duration_seconds_count{controller="cert-rotator",name="cert-rotator"} 2
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="9.999999999999999e-05"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.001"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.01"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.1"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="10"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="100"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1000"} 0
+workqueue_queue_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="+Inf"} 0
+workqueue_queue_duration_seconds_sum{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_queue_duration_seconds_count{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="9.999999999999999e-05"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.001"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.01"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.1"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="10"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="100"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1000"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="+Inf"} 0
+workqueue_queue_duration_seconds_sum{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_queue_duration_seconds_count{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="9.999999999999999e-05"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.001"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.01"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.1"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="10"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="100"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1000"} 0
+workqueue_queue_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="+Inf"} 0
+workqueue_queue_duration_seconds_sum{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_queue_duration_seconds_count{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="9.999999999999999e-06"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="9.999999999999999e-05"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.001"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.01"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.1"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="10"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="100"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1000"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="+Inf"} 1
+workqueue_queue_duration_seconds_sum{controller="scaledjob",name="scaledjob"} 9.333e-06
+workqueue_queue_duration_seconds_count{controller="scaledjob",name="scaledjob"} 1
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="9.999999999999999e-05"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.001"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.01"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.1"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="10"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="100"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1000"} 0
+workqueue_queue_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="+Inf"} 0
+workqueue_queue_duration_seconds_sum{controller="scaledobject",name="scaledobject"} 0
+workqueue_queue_duration_seconds_count{controller="scaledobject",name="scaledobject"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-08"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-07"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="9.999999999999999e-06"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="9.999999999999999e-05"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.001"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.01"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.1"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="10"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="100"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1000"} 0
+workqueue_queue_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="+Inf"} 0
+workqueue_queue_duration_seconds_sum{controller="triggerauthentication",name="triggerauthentication"} 0
+workqueue_queue_duration_seconds_count{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_retries_total Total number of retries handled by workqueue
+# TYPE workqueue_retries_total counter
+workqueue_retries_total{controller="cert-rotator",name="cert-rotator"} 0
+workqueue_retries_total{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_retries_total{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_retries_total{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_retries_total{controller="scaledjob",name="scaledjob"} 0
+workqueue_retries_total{controller="scaledobject",name="scaledobject"} 0
+workqueue_retries_total{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_unfinished_work_seconds How many seconds of work has been done that is in progress and hasn't been observed by work_duration. Large values indicate stuck threads. One can deduce the number of stuck threads by observing the rate at which this increases.
+# TYPE workqueue_unfinished_work_seconds gauge
+workqueue_unfinished_work_seconds{controller="cert-rotator",name="cert-rotator"} 0
+workqueue_unfinished_work_seconds{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_unfinished_work_seconds{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_unfinished_work_seconds{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_unfinished_work_seconds{controller="scaledjob",name="scaledjob"} 0
+workqueue_unfinished_work_seconds{controller="scaledobject",name="scaledobject"} 0
+workqueue_unfinished_work_seconds{controller="triggerauthentication",name="triggerauthentication"} 0
+# HELP workqueue_work_duration_seconds How long in seconds processing an item from workqueue takes.
+# TYPE workqueue_work_duration_seconds histogram
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.01"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="0.1"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="10"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="100"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="1000"} 2
+workqueue_work_duration_seconds_bucket{controller="cert-rotator",name="cert-rotator",le="+Inf"} 2
+workqueue_work_duration_seconds_sum{controller="cert-rotator",name="cert-rotator"} 0.014563709000000001
+workqueue_work_duration_seconds_count{controller="cert-rotator",name="cert-rotator"} 2
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="10"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="100"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="1000"} 0
+workqueue_work_duration_seconds_bucket{controller="cloudeventsource",name="cloudeventsource",le="+Inf"} 0
+workqueue_work_duration_seconds_sum{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_work_duration_seconds_count{controller="cloudeventsource",name="cloudeventsource"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="10"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="100"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="1000"} 0
+workqueue_work_duration_seconds_bucket{controller="clustercloudeventsource",name="clustercloudeventsource",le="+Inf"} 0
+workqueue_work_duration_seconds_sum{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_work_duration_seconds_count{controller="clustercloudeventsource",name="clustercloudeventsource"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="10"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="100"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="1000"} 0
+workqueue_work_duration_seconds_bucket{controller="clustertriggerauthentication",name="clustertriggerauthentication",le="+Inf"} 0
+workqueue_work_duration_seconds_sum{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_work_duration_seconds_count{controller="clustertriggerauthentication",name="clustertriggerauthentication"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1"} 1
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="10"} 1
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="100"} 1
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="1000"} 1
+workqueue_work_duration_seconds_bucket{controller="scaledjob",name="scaledjob",le="+Inf"} 1
+workqueue_work_duration_seconds_sum{controller="scaledjob",name="scaledjob"} 0.123438292
+workqueue_work_duration_seconds_count{controller="scaledjob",name="scaledjob"} 1
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="10"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="100"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="1000"} 0
+workqueue_work_duration_seconds_bucket{controller="scaledobject",name="scaledobject",le="+Inf"} 0
+workqueue_work_duration_seconds_sum{controller="scaledobject",name="scaledobject"} 0
+workqueue_work_duration_seconds_count{controller="scaledobject",name="scaledobject"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-08"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-07"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="9.999999999999999e-06"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="9.999999999999999e-05"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.001"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.01"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="0.1"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="10"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="100"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="1000"} 0
+workqueue_work_duration_seconds_bucket{controller="triggerauthentication",name="triggerauthentication",le="+Inf"} 0
+workqueue_work_duration_seconds_sum{controller="triggerauthentication",name="triggerauthentication"} 0
+workqueue_work_duration_seconds_count{controller="triggerauthentication",name="triggerauthentication"} 0
\ No newline at end of file
diff --git a/keda/tests/kind/keda_install.yaml b/keda/tests/kind/keda_install.yaml
new file mode 100644
index 0000000000000..4dd12e61907c6
--- /dev/null
+++ b/keda/tests/kind/keda_install.yaml
@@ -0,0 +1,11031 @@
+---
+# Source: keda/templates/manager/serviceaccount.yaml
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator
+    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator
+  namespace: keda
+automountServiceAccountToken: true
+---
+# Source: keda/templates/metrics-server/serviceaccount.yaml
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-metrics-server
+    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  annotations:
+  name: keda-metrics-server
+  namespace: keda
+automountServiceAccountToken: true
+---
+# Source: keda/templates/webhooks/serviceaccount.yaml
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-webhook
+    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  annotations:
+  name: keda-webhook
+  namespace: keda
+automountServiceAccountToken: true
+---
+# Source: keda/templates/crds/crd-cloudeventsources.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.14.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: cloudeventsources.eventing.keda.sh
+spec:
+  group: eventing.keda.sh
+  names:
+    kind: CloudEventSource
+    listKind: CloudEventSourceList
+    plural: cloudeventsources
+    singular: cloudeventsource
+  scope: Namespaced
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .status.conditions[?(@.type=="Active")].status
+      name: Active
+      type: string
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: CloudEventSource defines how a KEDA event will be sent to event
+          sink
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: CloudEventSourceSpec defines the spec of CloudEventSource
+            properties:
+              authenticationRef:
+                description: |-
+                  AuthenticationRef points to the TriggerAuthentication or ClusterTriggerAuthentication object that
+                  is used to authenticate the scaler with the environment
+                properties:
+                  kind:
+                    description: Kind of the resource being referred to. Defaults
+                      to TriggerAuthentication.
+                    type: string
+                  name:
+                    type: string
+                required:
+                - name
+                type: object
+              clusterName:
+                type: string
+              destination:
+                description: Destination defines the various ways to emit events
+                properties:
+                  azureEventGridTopic:
+                    properties:
+                      endpoint:
+                        type: string
+                    required:
+                    - endpoint
+                    type: object
+                  http:
+                    properties:
+                      uri:
+                        type: string
+                    required:
+                    - uri
+                    type: object
+                type: object
+              eventSubscription:
+                description: EventSubscription defines filters for events
+                properties:
+                  excludedEventTypes:
+                    items:
+                      description: CloudEventType contains the list of cloudevent
+                        types
+                      enum:
+                      - keda.scaledobject.ready.v1
+                      - keda.scaledobject.failed.v1
+                      - keda.scaledobject.removed.v1
+                      - keda.scaledjob.ready.v1
+                      - keda.scaledjob.failed.v1
+                      - keda.scaledjob.removed.v1
+                      - keda.authentication.triggerauthentication.created.v1
+                      - keda.authentication.triggerauthentication.updated.v1
+                      - keda.authentication.triggerauthentication.removed.v1
+                      - keda.authentication.clustertriggerauthentication.created.v1
+                      - keda.authentication.clustertriggerauthentication.updated.v1
+                      - keda.authentication.clustertriggerauthentication.removed.v1
+                      type: string
+                    type: array
+                  includedEventTypes:
+                    items:
+                      description: CloudEventType contains the list of cloudevent
+                        types
+                      enum:
+                      - keda.scaledobject.ready.v1
+                      - keda.scaledobject.failed.v1
+                      - keda.scaledobject.removed.v1
+                      - keda.scaledjob.ready.v1
+                      - keda.scaledjob.failed.v1
+                      - keda.scaledjob.removed.v1
+                      - keda.authentication.triggerauthentication.created.v1
+                      - keda.authentication.triggerauthentication.updated.v1
+                      - keda.authentication.triggerauthentication.removed.v1
+                      - keda.authentication.clustertriggerauthentication.created.v1
+                      - keda.authentication.clustertriggerauthentication.updated.v1
+                      - keda.authentication.clustertriggerauthentication.removed.v1
+                      type: string
+                    type: array
+                type: object
+            required:
+            - destination
+            type: object
+          status:
+            description: CloudEventSourceStatus defines the observed state of CloudEventSource
+            properties:
+              conditions:
+                description: Conditions an array representation to store multiple
+                  Conditions
+                items:
+                  description: Condition to store the condition state
+                  properties:
+                    message:
+                      description: A human readable message indicating details about
+                        the transition.
+                      type: string
+                    reason:
+                      description: The reason for the condition's last transition.
+                      type: string
+                    status:
+                      description: Status of the condition, one of True, False, Unknown.
+                      type: string
+                    type:
+                      description: Type of condition
+                      type: string
+                  required:
+                  - status
+                  - type
+                  type: object
+                type: array
+            type: object
+        required:
+        - spec
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/crds/crd-clustercloudeventsources.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.13.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: clustercloudeventsources.eventing.keda.sh
+spec:
+  group: eventing.keda.sh
+  names:
+    kind: ClusterCloudEventSource
+    listKind: ClusterCloudEventSourceList
+    plural: clustercloudeventsources
+    singular: clustercloudeventsource
+  scope: Cluster
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .status.conditions[?(@.type=="Active")].status
+      name: Active
+      type: string
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: CloudEventSourceSpec defines the spec of CloudEventSource
+            properties:
+              authenticationRef:
+                description: |-
+                  AuthenticationRef points to the TriggerAuthentication or ClusterTriggerAuthentication object that
+                  is used to authenticate the scaler with the environment
+                properties:
+                  kind:
+                    description: Kind of the resource being referred to. Defaults
+                      to TriggerAuthentication.
+                    type: string
+                  name:
+                    type: string
+                required:
+                - name
+                type: object
+              clusterName:
+                type: string
+              destination:
+                description: Destination defines the various ways to emit events
+                properties:
+                  azureEventGridTopic:
+                    properties:
+                      endpoint:
+                        type: string
+                    required:
+                    - endpoint
+                    type: object
+                  http:
+                    properties:
+                      uri:
+                        type: string
+                    required:
+                    - uri
+                    type: object
+                type: object
+              eventSubscription:
+                description: EventSubscription defines filters for events
+                properties:
+                  excludedEventTypes:
+                    items:
+                      description: CloudEventType contains the list of cloudevent
+                        types
+                      enum:
+                      - keda.scaledobject.ready.v1
+                      - keda.scaledobject.failed.v1
+                      - keda.scaledobject.removed.v1
+                      - keda.scaledjob.ready.v1
+                      - keda.scaledjob.failed.v1
+                      - keda.scaledjob.removed.v1
+                      - keda.authentication.triggerauthentication.created.v1
+                      - keda.authentication.triggerauthentication.updated.v1
+                      - keda.authentication.triggerauthentication.removed.v1
+                      - keda.authentication.clustertriggerauthentication.created.v1
+                      - keda.authentication.clustertriggerauthentication.updated.v1
+                      - keda.authentication.clustertriggerauthentication.removed.v1
+                      type: string
+                    type: array
+                  includedEventTypes:
+                    items:
+                      description: CloudEventType contains the list of cloudevent
+                        types
+                      enum:
+                      - keda.scaledobject.ready.v1
+                      - keda.scaledobject.failed.v1
+                      - keda.scaledobject.removed.v1
+                      - keda.scaledjob.ready.v1
+                      - keda.scaledjob.failed.v1
+                      - keda.scaledjob.removed.v1
+                      - keda.authentication.triggerauthentication.created.v1
+                      - keda.authentication.triggerauthentication.updated.v1
+                      - keda.authentication.triggerauthentication.removed.v1
+                      - keda.authentication.clustertriggerauthentication.created.v1
+                      - keda.authentication.clustertriggerauthentication.updated.v1
+                      - keda.authentication.clustertriggerauthentication.removed.v1
+                      type: string
+                    type: array
+                type: object
+            required:
+            - destination
+            type: object
+          status:
+            description: CloudEventSourceStatus defines the observed state of CloudEventSource
+            properties:
+              conditions:
+                description: Conditions an array representation to store multiple
+                  Conditions
+                items:
+                  description: Condition to store the condition state
+                  properties:
+                    message:
+                      description: A human readable message indicating details about
+                        the transition.
+                      type: string
+                    reason:
+                      description: The reason for the condition's last transition.
+                      type: string
+                    status:
+                      description: Status of the condition, one of True, False, Unknown.
+                      type: string
+                    type:
+                      description: Type of condition
+                      type: string
+                  required:
+                  - status
+                  - type
+                  type: object
+                type: array
+            type: object
+        required:
+        - spec
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/crds/crd-clustertriggerauthentications.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.14.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: clustertriggerauthentications.keda.sh
+spec:
+  group: keda.sh
+  names:
+    kind: ClusterTriggerAuthentication
+    listKind: ClusterTriggerAuthenticationList
+    plural: clustertriggerauthentications
+    shortNames:
+    - cta
+    - clustertriggerauth
+    singular: clustertriggerauthentication
+  scope: Cluster
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .spec.podIdentity.provider
+      name: PodIdentity
+      type: string
+    - jsonPath: .spec.secretTargetRef[*].name
+      name: Secret
+      type: string
+    - jsonPath: .spec.env[*].name
+      name: Env
+      type: string
+    - jsonPath: .spec.hashiCorpVault.address
+      name: VaultAddress
+      type: string
+    - jsonPath: .status.scaledobjects
+      name: ScaledObjects
+      priority: 1
+      type: string
+    - jsonPath: .status.scaledjobs
+      name: ScaledJobs
+      priority: 1
+      type: string
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: ClusterTriggerAuthentication defines how a trigger can authenticate
+          globally
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: TriggerAuthenticationSpec defines the various ways to authenticate
+            properties:
+              awsSecretManager:
+                description: AwsSecretManager is used to authenticate using AwsSecretManager
+                properties:
+                  credentials:
+                    properties:
+                      accessKey:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      accessSecretKey:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      accessToken:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                    required:
+                    - accessKey
+                    - accessSecretKey
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  region:
+                    type: string
+                  secrets:
+                    items:
+                      properties:
+                        name:
+                          type: string
+                        parameter:
+                          type: string
+                        versionId:
+                          type: string
+                        versionStage:
+                          type: string
+                      required:
+                      - name
+                      - parameter
+                      type: object
+                    type: array
+                required:
+                - secrets
+                type: object
+              azureKeyVault:
+                description: AzureKeyVault is used to authenticate using Azure Key
+                  Vault
+                properties:
+                  cloud:
+                    properties:
+                      activeDirectoryEndpoint:
+                        type: string
+                      keyVaultResourceURL:
+                        type: string
+                      type:
+                        type: string
+                    required:
+                    - type
+                    type: object
+                  credentials:
+                    properties:
+                      clientId:
+                        type: string
+                      clientSecret:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      tenantId:
+                        type: string
+                    required:
+                    - clientId
+                    - clientSecret
+                    - tenantId
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  secrets:
+                    items:
+                      properties:
+                        name:
+                          type: string
+                        parameter:
+                          type: string
+                        version:
+                          type: string
+                      required:
+                      - name
+                      - parameter
+                      type: object
+                    type: array
+                  vaultUri:
+                    type: string
+                required:
+                - secrets
+                - vaultUri
+                type: object
+              configMapTargetRef:
+                items:
+                  description: AuthConfigMapTargetRef is used to authenticate using
+                    a reference to a config map
+                  properties:
+                    key:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - key
+                  - name
+                  - parameter
+                  type: object
+                type: array
+              env:
+                items:
+                  description: |-
+                    AuthEnvironment is used to authenticate using environment variables
+                    in the destination ScaleTarget spec
+                  properties:
+                    containerName:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - name
+                  - parameter
+                  type: object
+                type: array
+              gcpSecretManager:
+                properties:
+                  credentials:
+                    properties:
+                      clientSecret:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                    required:
+                    - clientSecret
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  secrets:
+                    items:
+                      properties:
+                        id:
+                          type: string
+                        parameter:
+                          type: string
+                        version:
+                          type: string
+                      required:
+                      - id
+                      - parameter
+                      type: object
+                    type: array
+                required:
+                - secrets
+                type: object
+              hashiCorpVault:
+                description: HashiCorpVault is used to authenticate using Hashicorp
+                  Vault
+                properties:
+                  address:
+                    type: string
+                  authentication:
+                    description: VaultAuthentication contains the list of Hashicorp
+                      Vault authentication methods
+                    type: string
+                  credential:
+                    description: Credential defines the Hashicorp Vault credentials
+                      depending on the authentication method
+                    properties:
+                      serviceAccount:
+                        type: string
+                      token:
+                        type: string
+                    type: object
+                  mount:
+                    type: string
+                  namespace:
+                    type: string
+                  role:
+                    type: string
+                  secrets:
+                    items:
+                      description: VaultSecret defines the mapping between the path
+                        of the secret in Vault to the parameter
+                      properties:
+                        key:
+                          type: string
+                        parameter:
+                          type: string
+                        path:
+                          type: string
+                        pkiData:
+                          properties:
+                            altNames:
+                              type: string
+                            commonName:
+                              type: string
+                            format:
+                              type: string
+                            ipSans:
+                              type: string
+                            otherSans:
+                              type: string
+                            ttl:
+                              type: string
+                            uriSans:
+                              type: string
+                          type: object
+                        type:
+                          description: VaultSecretType defines the type of vault secret
+                          type: string
+                      required:
+                      - key
+                      - parameter
+                      - path
+                      type: object
+                    type: array
+                required:
+                - address
+                - authentication
+                - secrets
+                type: object
+              podIdentity:
+                description: |-
+                  AuthPodIdentity allows users to select the platform native identity
+                  mechanism
+                properties:
+                  identityAuthorityHost:
+                    description: Set identityAuthorityHost to override the default
+                      Azure authority host. If this is set, then the IdentityTenantID
+                      must also be set
+                    type: string
+                  identityId:
+                    type: string
+                  identityOwner:
+                    description: IdentityOwner configures which identity has to be
+                      used during auto discovery, keda or the scaled workload. Mutually
+                      exclusive with roleArn
+                    enum:
+                    - keda
+                    - workload
+                    type: string
+                  identityTenantId:
+                    description: Set identityTenantId to override the default Azure
+                      tenant id. If this is set, then the IdentityID must also be
+                      set
+                    type: string
+                  provider:
+                    description: PodIdentityProvider contains the list of providers
+                    enum:
+                    - azure-workload
+                    - gcp
+                    - aws
+                    - aws-eks
+                    - none
+                    type: string
+                  roleArn:
+                    description: RoleArn sets the AWS RoleArn to be used. Mutually
+                      exclusive with IdentityOwner
+                    type: string
+                required:
+                - provider
+                type: object
+              secretTargetRef:
+                items:
+                  description: AuthSecretTargetRef is used to authenticate using a
+                    reference to a secret
+                  properties:
+                    key:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - key
+                  - name
+                  - parameter
+                  type: object
+                type: array
+            type: object
+          status:
+            description: TriggerAuthenticationStatus defines the observed state of
+              TriggerAuthentication
+            properties:
+              scaledjobs:
+                type: string
+              scaledobjects:
+                type: string
+            type: object
+        required:
+        - spec
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/crds/crd-scaledjobs.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.14.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: scaledjobs.keda.sh
+spec:
+  group: keda.sh
+  names:
+    kind: ScaledJob
+    listKind: ScaledJobList
+    plural: scaledjobs
+    shortNames:
+    - sj
+    singular: scaledjob
+  scope: Namespaced
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .spec.minReplicaCount
+      name: Min
+      type: integer
+    - jsonPath: .spec.maxReplicaCount
+      name: Max
+      type: integer
+    - jsonPath: .status.conditions[?(@.type=="Ready")].status
+      name: Ready
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Active")].status
+      name: Active
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Paused")].status
+      name: Paused
+      type: string
+    - jsonPath: .status.triggersTypes
+      name: Triggers
+      type: string
+    - jsonPath: .status.authenticationsTypes
+      name: Authentications
+      type: string
+    - jsonPath: .metadata.creationTimestamp
+      name: Age
+      type: date
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: ScaledJob is the Schema for the scaledjobs API
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: ScaledJobSpec defines the desired state of ScaledJob
+            properties:
+              envSourceContainerName:
+                type: string
+              failedJobsHistoryLimit:
+                format: int32
+                type: integer
+              jobTargetRef:
+                description: JobSpec describes how the job execution will look like.
+                properties:
+                  activeDeadlineSeconds:
+                    description: |-
+                      Specifies the duration in seconds relative to the startTime that the job
+                      may be continuously active before the system tries to terminate it; value
+                      must be positive integer. If a Job is suspended (at creation or through an
+                      update), this timer will effectively be stopped and reset when the Job is
+                      resumed again.
+                    format: int64
+                    type: integer
+                  backoffLimit:
+                    description: |-
+                      Specifies the number of retries before marking this job failed.
+                      Defaults to 6
+                    format: int32
+                    type: integer
+                  backoffLimitPerIndex:
+                    description: |-
+                      Specifies the limit for the number of retries within an
+                      index before marking this index as failed. When enabled the number of
+                      failures per index is kept in the pod's
+                      batch.kubernetes.io/job-index-failure-count annotation. It can only
+                      be set when Job's completionMode=Indexed, and the Pod's restart
+                      policy is Never. The field is immutable.
+                      This field is beta-level. It can be used when the `JobBackoffLimitPerIndex`
+                      feature gate is enabled (enabled by default).
+                    format: int32
+                    type: integer
+                  completionMode:
+                    description: |-
+                      completionMode specifies how Pod completions are tracked. It can be
+                      `NonIndexed` (default) or `Indexed`.
+
+
+                      `NonIndexed` means that the Job is considered complete when there have
+                      been .spec.completions successfully completed Pods. Each Pod completion is
+                      homologous to each other.
+
+
+                      `Indexed` means that the Pods of a
+                      Job get an associated completion index from 0 to (.spec.completions - 1),
+                      available in the annotation batch.kubernetes.io/job-completion-index.
+                      The Job is considered complete when there is one successfully completed Pod
+                      for each index.
+                      When value is `Indexed`, .spec.completions must be specified and
+                      `.spec.parallelism` must be less than or equal to 10^5.
+                      In addition, The Pod name takes the form
+                      `$(job-name)-$(index)-$(random-string)`,
+                      the Pod hostname takes the form `$(job-name)-$(index)`.
+
+
+                      More completion modes can be added in the future.
+                      If the Job controller observes a mode that it doesn't recognize, which
+                      is possible during upgrades due to version skew, the controller
+                      skips updates for the Job.
+                    type: string
+                  completions:
+                    description: |-
+                      Specifies the desired number of successfully finished pods the
+                      job should be run with.  Setting to null means that the success of any
+                      pod signals the success of all pods, and allows parallelism to have any positive
+                      value.  Setting to 1 means that parallelism is limited to 1 and the success of that
+                      pod signals the success of the job.
+                      More info: https://kubernetes.io/docs/concepts/workloads/controllers/jobs-run-to-completion/
+                    format: int32
+                    type: integer
+                  manualSelector:
+                    description: |-
+                      manualSelector controls generation of pod labels and pod selectors.
+                      Leave `manualSelector` unset unless you are certain what you are doing.
+                      When false or unset, the system pick labels unique to this job
+                      and appends those labels to the pod template.  When true,
+                      the user is responsible for picking unique labels and specifying
+                      the selector.  Failure to pick a unique label may cause this
+                      and other jobs to not function correctly.  However, You may see
+                      `manualSelector=true` in jobs that were created with the old `extensions/v1beta1`
+                      API.
+                      More info: https://kubernetes.io/docs/concepts/workloads/controllers/jobs-run-to-completion/#specifying-your-own-pod-selector
+                    type: boolean
+                  maxFailedIndexes:
+                    description: |-
+                      Specifies the maximal number of failed indexes before marking the Job as
+                      failed, when backoffLimitPerIndex is set. Once the number of failed
+                      indexes exceeds this number the entire Job is marked as Failed and its
+                      execution is terminated. When left as null the job continues execution of
+                      all of its indexes and is marked with the `Complete` Job condition.
+                      It can only be specified when backoffLimitPerIndex is set.
+                      It can be null or up to completions. It is required and must be
+                      less than or equal to 10^4 when is completions greater than 10^5.
+                      This field is beta-level. It can be used when the `JobBackoffLimitPerIndex`
+                      feature gate is enabled (enabled by default).
+                    format: int32
+                    type: integer
+                  parallelism:
+                    description: |-
+                      Specifies the maximum desired number of pods the job should
+                      run at any given time. The actual number of pods running in steady state will
+                      be less than this number when ((.spec.completions - .status.successful) < .spec.parallelism),
+                      i.e. when the work left to do is less than max parallelism.
+                      More info: https://kubernetes.io/docs/concepts/workloads/controllers/jobs-run-to-completion/
+                    format: int32
+                    type: integer
+                  podFailurePolicy:
+                    description: |-
+                      Specifies the policy of handling failed pods. In particular, it allows to
+                      specify the set of actions and conditions which need to be
+                      satisfied to take the associated action.
+                      If empty, the default behaviour applies - the counter of failed pods,
+                      represented by the jobs's .status.failed field, is incremented and it is
+                      checked against the backoffLimit. This field cannot be used in combination
+                      with restartPolicy=OnFailure.
+
+
+                      This field is beta-level. It can be used when the `JobPodFailurePolicy`
+                      feature gate is enabled (enabled by default).
+                    properties:
+                      rules:
+                        description: |-
+                          A list of pod failure policy rules. The rules are evaluated in order.
+                          Once a rule matches a Pod failure, the remaining of the rules are ignored.
+                          When no rule matches the Pod failure, the default handling applies - the
+                          counter of pod failures is incremented and it is checked against
+                          the backoffLimit. At most 20 elements are allowed.
+                        items:
+                          description: |-
+                            PodFailurePolicyRule describes how a pod failure is handled when the requirements are met.
+                            One of onExitCodes and onPodConditions, but not both, can be used in each rule.
+                          properties:
+                            action:
+                              description: |-
+                                Specifies the action taken on a pod failure when the requirements are satisfied.
+                                Possible values are:
+
+
+                                - FailJob: indicates that the pod's job is marked as Failed and all
+                                  running pods are terminated.
+                                - FailIndex: indicates that the pod's index is marked as Failed and will
+                                  not be restarted.
+                                  This value is beta-level. It can be used when the
+                                  `JobBackoffLimitPerIndex` feature gate is enabled (enabled by default).
+                                - Ignore: indicates that the counter towards the .backoffLimit is not
+                                  incremented and a replacement pod is created.
+                                - Count: indicates that the pod is handled in the default way - the
+                                  counter towards the .backoffLimit is incremented.
+                                Additional values are considered to be added in the future. Clients should
+                                react to an unknown action by skipping the rule.
+                              type: string
+                            onExitCodes:
+                              description: Represents the requirement on the container
+                                exit codes.
+                              properties:
+                                containerName:
+                                  description: |-
+                                    Restricts the check for exit codes to the container with the
+                                    specified name. When null, the rule applies to all containers.
+                                    When specified, it should match one the container or initContainer
+                                    names in the pod template.
+                                  type: string
+                                operator:
+                                  description: |-
+                                    Represents the relationship between the container exit code(s) and the
+                                    specified values. Containers completed with success (exit code 0) are
+                                    excluded from the requirement check. Possible values are:
+
+
+                                    - In: the requirement is satisfied if at least one container exit code
+                                      (might be multiple if there are multiple containers not restricted
+                                      by the 'containerName' field) is in the set of specified values.
+                                    - NotIn: the requirement is satisfied if at least one container exit code
+                                      (might be multiple if there are multiple containers not restricted
+                                      by the 'containerName' field) is not in the set of specified values.
+                                    Additional values are considered to be added in the future. Clients should
+                                    react to an unknown operator by assuming the requirement is not satisfied.
+                                  type: string
+                                values:
+                                  description: |-
+                                    Specifies the set of values. Each returned container exit code (might be
+                                    multiple in case of multiple containers) is checked against this set of
+                                    values with respect to the operator. The list of values must be ordered
+                                    and must not contain duplicates. Value '0' cannot be used for the In operator.
+                                    At least one element is required. At most 255 elements are allowed.
+                                  items:
+                                    format: int32
+                                    type: integer
+                                  type: array
+                                  x-kubernetes-list-type: set
+                              required:
+                              - operator
+                              - values
+                              type: object
+                            onPodConditions:
+                              description: |-
+                                Represents the requirement on the pod conditions. The requirement is represented
+                                as a list of pod condition patterns. The requirement is satisfied if at
+                                least one pattern matches an actual pod condition. At most 20 elements are allowed.
+                              items:
+                                description: |-
+                                  PodFailurePolicyOnPodConditionsPattern describes a pattern for matching
+                                  an actual pod condition type.
+                                properties:
+                                  status:
+                                    description: |-
+                                      Specifies the required Pod condition status. To match a pod condition
+                                      it is required that the specified status equals the pod condition status.
+                                      Defaults to True.
+                                    type: string
+                                  type:
+                                    description: |-
+                                      Specifies the required Pod condition type. To match a pod condition
+                                      it is required that specified type equals the pod condition type.
+                                    type: string
+                                required:
+                                - status
+                                - type
+                                type: object
+                              type: array
+                              x-kubernetes-list-type: atomic
+                          required:
+                          - action
+                          type: object
+                        type: array
+                        x-kubernetes-list-type: atomic
+                    required:
+                    - rules
+                    type: object
+                  podReplacementPolicy:
+                    description: |-
+                      podReplacementPolicy specifies when to create replacement Pods.
+                      Possible values are:
+                      - TerminatingOrFailed means that we recreate pods
+                        when they are terminating (has a metadata.deletionTimestamp) or failed.
+                      - Failed means to wait until a previously created Pod is fully terminated (has phase
+                        Failed or Succeeded) before creating a replacement Pod.
+
+
+                      When using podFailurePolicy, Failed is the the only allowed value.
+                      TerminatingOrFailed and Failed are allowed values when podFailurePolicy is not in use.
+                      This is an beta field. To use this, enable the JobPodReplacementPolicy feature toggle.
+                      This is on by default.
+                    type: string
+                  selector:
+                    description: |-
+                      A label query over pods that should match the pod count.
+                      Normally, the system sets this field for you.
+                      More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/#label-selectors
+                    properties:
+                      matchExpressions:
+                        description: matchExpressions is a list of label selector
+                          requirements. The requirements are ANDed.
+                        items:
+                          description: |-
+                            A label selector requirement is a selector that contains values, a key, and an operator that
+                            relates the key and values.
+                          properties:
+                            key:
+                              description: key is the label key that the selector
+                                applies to.
+                              type: string
+                            operator:
+                              description: |-
+                                operator represents a key's relationship to a set of values.
+                                Valid operators are In, NotIn, Exists and DoesNotExist.
+                              type: string
+                            values:
+                              description: |-
+                                values is an array of string values. If the operator is In or NotIn,
+                                the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                the values array must be empty. This array is replaced during a strategic
+                                merge patch.
+                              items:
+                                type: string
+                              type: array
+                          required:
+                          - key
+                          - operator
+                          type: object
+                        type: array
+                      matchLabels:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                          map is equivalent to an element of matchExpressions, whose key field is "key", the
+                          operator is "In", and the values array contains only "value". The requirements are ANDed.
+                        type: object
+                    type: object
+                    x-kubernetes-map-type: atomic
+                  suspend:
+                    description: |-
+                      suspend specifies whether the Job controller should create Pods or not. If
+                      a Job is created with suspend set to true, no Pods are created by the Job
+                      controller. If a Job is suspended after creation (i.e. the flag goes from
+                      false to true), the Job controller will delete all active Pods associated
+                      with this Job. Users must design their workload to gracefully handle this.
+                      Suspending a Job will reset the StartTime field of the Job, effectively
+                      resetting the ActiveDeadlineSeconds timer too. Defaults to false.
+                    type: boolean
+                  template:
+                    description: |-
+                      Describes the pod that will be created when executing a job.
+                      The only allowed template.spec.restartPolicy values are "Never" or "OnFailure".
+                      More info: https://kubernetes.io/docs/concepts/workloads/controllers/jobs-run-to-completion/
+                    properties:
+                      metadata:
+                        description: |-
+                          Standard object's metadata.
+                          More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata
+                        type: object
+                        x-kubernetes-preserve-unknown-fields: true
+                      spec:
+                        description: |-
+                          Specification of the desired behavior of the pod.
+                          More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#spec-and-status
+                        properties:
+                          activeDeadlineSeconds:
+                            description: |-
+                              Optional duration in seconds the pod may be active on the node relative to
+                              StartTime before the system will actively try to mark it failed and kill associated containers.
+                              Value must be a positive integer.
+                            format: int64
+                            type: integer
+                          affinity:
+                            description: If specified, the pod's scheduling constraints
+                            properties:
+                              nodeAffinity:
+                                description: Describes node affinity scheduling rules
+                                  for the pod.
+                                properties:
+                                  preferredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      The scheduler will prefer to schedule pods to nodes that satisfy
+                                      the affinity expressions specified by this field, but it may choose
+                                      a node that violates one or more of the expressions. The node that is
+                                      most preferred is the one with the greatest sum of weights, i.e.
+                                      for each node that meets all of the scheduling requirements (resource
+                                      request, requiredDuringScheduling affinity expressions, etc.),
+                                      compute a sum by iterating through the elements of this field and adding
+                                      "weight" to the sum if the node matches the corresponding matchExpressions; the
+                                      node(s) with the highest sum are the most preferred.
+                                    items:
+                                      description: |-
+                                        An empty preferred scheduling term matches all objects with implicit weight 0
+                                        (i.e. it's a no-op). A null preferred scheduling term matches no objects (i.e. is also a no-op).
+                                      properties:
+                                        preference:
+                                          description: A node selector term, associated
+                                            with the corresponding weight.
+                                          properties:
+                                            matchExpressions:
+                                              description: A list of node selector
+                                                requirements by node's labels.
+                                              items:
+                                                description: |-
+                                                  A node selector requirement is a selector that contains values, a key, and an operator
+                                                  that relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: The label key that
+                                                      the selector applies to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      Represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      An array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. If the operator is Gt or Lt, the values
+                                                      array must have a single element, which will be interpreted as an integer.
+                                                      This array is replaced during a strategic merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchFields:
+                                              description: A list of node selector
+                                                requirements by node's fields.
+                                              items:
+                                                description: |-
+                                                  A node selector requirement is a selector that contains values, a key, and an operator
+                                                  that relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: The label key that
+                                                      the selector applies to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      Represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      An array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. If the operator is Gt or Lt, the values
+                                                      array must have a single element, which will be interpreted as an integer.
+                                                      This array is replaced during a strategic merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        weight:
+                                          description: Weight associated with matching
+                                            the corresponding nodeSelectorTerm, in
+                                            the range 1-100.
+                                          format: int32
+                                          type: integer
+                                      required:
+                                      - preference
+                                      - weight
+                                      type: object
+                                    type: array
+                                  requiredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      If the affinity requirements specified by this field are not met at
+                                      scheduling time, the pod will not be scheduled onto the node.
+                                      If the affinity requirements specified by this field cease to be met
+                                      at some point during pod execution (e.g. due to an update), the system
+                                      may or may not try to eventually evict the pod from its node.
+                                    properties:
+                                      nodeSelectorTerms:
+                                        description: Required. A list of node selector
+                                          terms. The terms are ORed.
+                                        items:
+                                          description: |-
+                                            A null or empty node selector term matches no objects. The requirements of
+                                            them are ANDed.
+                                            The TopologySelectorTerm type implements a subset of the NodeSelectorTerm.
+                                          properties:
+                                            matchExpressions:
+                                              description: A list of node selector
+                                                requirements by node's labels.
+                                              items:
+                                                description: |-
+                                                  A node selector requirement is a selector that contains values, a key, and an operator
+                                                  that relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: The label key that
+                                                      the selector applies to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      Represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      An array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. If the operator is Gt or Lt, the values
+                                                      array must have a single element, which will be interpreted as an integer.
+                                                      This array is replaced during a strategic merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchFields:
+                                              description: A list of node selector
+                                                requirements by node's fields.
+                                              items:
+                                                description: |-
+                                                  A node selector requirement is a selector that contains values, a key, and an operator
+                                                  that relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: The label key that
+                                                      the selector applies to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      Represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      An array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. If the operator is Gt or Lt, the values
+                                                      array must have a single element, which will be interpreted as an integer.
+                                                      This array is replaced during a strategic merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        type: array
+                                    required:
+                                    - nodeSelectorTerms
+                                    type: object
+                                    x-kubernetes-map-type: atomic
+                                type: object
+                              podAffinity:
+                                description: Describes pod affinity scheduling rules
+                                  (e.g. co-locate this pod in the same node, zone,
+                                  etc. as some other pod(s)).
+                                properties:
+                                  preferredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      The scheduler will prefer to schedule pods to nodes that satisfy
+                                      the affinity expressions specified by this field, but it may choose
+                                      a node that violates one or more of the expressions. The node that is
+                                      most preferred is the one with the greatest sum of weights, i.e.
+                                      for each node that meets all of the scheduling requirements (resource
+                                      request, requiredDuringScheduling affinity expressions, etc.),
+                                      compute a sum by iterating through the elements of this field and adding
+                                      "weight" to the sum if the node has pods which matches the corresponding podAffinityTerm; the
+                                      node(s) with the highest sum are the most preferred.
+                                    items:
+                                      description: The weights of all of the matched
+                                        WeightedPodAffinityTerm fields are added per-node
+                                        to find the most preferred node(s)
+                                      properties:
+                                        podAffinityTerm:
+                                          description: Required. A pod affinity term,
+                                            associated with the corresponding weight.
+                                          properties:
+                                            labelSelector:
+                                              description: |-
+                                                A label query over a set of resources, in this case pods.
+                                                If it's null, this PodAffinityTerm matches with no Pods.
+                                              properties:
+                                                matchExpressions:
+                                                  description: matchExpressions is
+                                                    a list of label selector requirements.
+                                                    The requirements are ANDed.
+                                                  items:
+                                                    description: |-
+                                                      A label selector requirement is a selector that contains values, a key, and an operator that
+                                                      relates the key and values.
+                                                    properties:
+                                                      key:
+                                                        description: key is the label
+                                                          key that the selector applies
+                                                          to.
+                                                        type: string
+                                                      operator:
+                                                        description: |-
+                                                          operator represents a key's relationship to a set of values.
+                                                          Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                        type: string
+                                                      values:
+                                                        description: |-
+                                                          values is an array of string values. If the operator is In or NotIn,
+                                                          the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                          the values array must be empty. This array is replaced during a strategic
+                                                          merge patch.
+                                                        items:
+                                                          type: string
+                                                        type: array
+                                                    required:
+                                                    - key
+                                                    - operator
+                                                    type: object
+                                                  type: array
+                                                matchLabels:
+                                                  additionalProperties:
+                                                    type: string
+                                                  description: |-
+                                                    matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                    map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                    operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                  type: object
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            matchLabelKeys:
+                                              description: |-
+                                                MatchLabelKeys is a set of pod label keys to select which pods will
+                                                be taken into consideration. The keys are used to lookup values from the
+                                                incoming pod labels, those key-value labels are merged with `LabelSelector` as `key in (value)`
+                                                to select the group of existing pods which pods will be taken into consideration
+                                                for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                                pod labels will be ignored. The default value is empty.
+                                                The same key is forbidden to exist in both MatchLabelKeys and LabelSelector.
+                                                Also, MatchLabelKeys cannot be set when LabelSelector isn't set.
+                                                This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                              items:
+                                                type: string
+                                              type: array
+                                              x-kubernetes-list-type: atomic
+                                            mismatchLabelKeys:
+                                              description: |-
+                                                MismatchLabelKeys is a set of pod label keys to select which pods will
+                                                be taken into consideration. The keys are used to lookup values from the
+                                                incoming pod labels, those key-value labels are merged with `LabelSelector` as `key notin (value)`
+                                                to select the group of existing pods which pods will be taken into consideration
+                                                for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                                pod labels will be ignored. The default value is empty.
+                                                The same key is forbidden to exist in both MismatchLabelKeys and LabelSelector.
+                                                Also, MismatchLabelKeys cannot be set when LabelSelector isn't set.
+                                                This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                              items:
+                                                type: string
+                                              type: array
+                                              x-kubernetes-list-type: atomic
+                                            namespaceSelector:
+                                              description: |-
+                                                A label query over the set of namespaces that the term applies to.
+                                                The term is applied to the union of the namespaces selected by this field
+                                                and the ones listed in the namespaces field.
+                                                null selector and null or empty namespaces list means "this pod's namespace".
+                                                An empty selector ({}) matches all namespaces.
+                                              properties:
+                                                matchExpressions:
+                                                  description: matchExpressions is
+                                                    a list of label selector requirements.
+                                                    The requirements are ANDed.
+                                                  items:
+                                                    description: |-
+                                                      A label selector requirement is a selector that contains values, a key, and an operator that
+                                                      relates the key and values.
+                                                    properties:
+                                                      key:
+                                                        description: key is the label
+                                                          key that the selector applies
+                                                          to.
+                                                        type: string
+                                                      operator:
+                                                        description: |-
+                                                          operator represents a key's relationship to a set of values.
+                                                          Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                        type: string
+                                                      values:
+                                                        description: |-
+                                                          values is an array of string values. If the operator is In or NotIn,
+                                                          the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                          the values array must be empty. This array is replaced during a strategic
+                                                          merge patch.
+                                                        items:
+                                                          type: string
+                                                        type: array
+                                                    required:
+                                                    - key
+                                                    - operator
+                                                    type: object
+                                                  type: array
+                                                matchLabels:
+                                                  additionalProperties:
+                                                    type: string
+                                                  description: |-
+                                                    matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                    map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                    operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                  type: object
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            namespaces:
+                                              description: |-
+                                                namespaces specifies a static list of namespace names that the term applies to.
+                                                The term is applied to the union of the namespaces listed in this field
+                                                and the ones selected by namespaceSelector.
+                                                null or empty namespaces list and null namespaceSelector means "this pod's namespace".
+                                              items:
+                                                type: string
+                                              type: array
+                                            topologyKey:
+                                              description: |-
+                                                This pod should be co-located (affinity) or not co-located (anti-affinity) with the pods matching
+                                                the labelSelector in the specified namespaces, where co-located is defined as running on a node
+                                                whose value of the label with key topologyKey matches that of any node on which any of the
+                                                selected pods is running.
+                                                Empty topologyKey is not allowed.
+                                              type: string
+                                          required:
+                                          - topologyKey
+                                          type: object
+                                        weight:
+                                          description: |-
+                                            weight associated with matching the corresponding podAffinityTerm,
+                                            in the range 1-100.
+                                          format: int32
+                                          type: integer
+                                      required:
+                                      - podAffinityTerm
+                                      - weight
+                                      type: object
+                                    type: array
+                                  requiredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      If the affinity requirements specified by this field are not met at
+                                      scheduling time, the pod will not be scheduled onto the node.
+                                      If the affinity requirements specified by this field cease to be met
+                                      at some point during pod execution (e.g. due to a pod label update), the
+                                      system may or may not try to eventually evict the pod from its node.
+                                      When there are multiple elements, the lists of nodes corresponding to each
+                                      podAffinityTerm are intersected, i.e. all terms must be satisfied.
+                                    items:
+                                      description: |-
+                                        Defines a set of pods (namely those matching the labelSelector
+                                        relative to the given namespace(s)) that this pod should be
+                                        co-located (affinity) or not co-located (anti-affinity) with,
+                                        where co-located is defined as running on a node whose value of
+                                        the label with key <topologyKey> matches that of any node on which
+                                        a pod of the set of pods is running
+                                      properties:
+                                        labelSelector:
+                                          description: |-
+                                            A label query over a set of resources, in this case pods.
+                                            If it's null, this PodAffinityTerm matches with no Pods.
+                                          properties:
+                                            matchExpressions:
+                                              description: matchExpressions is a list
+                                                of label selector requirements. The
+                                                requirements are ANDed.
+                                              items:
+                                                description: |-
+                                                  A label selector requirement is a selector that contains values, a key, and an operator that
+                                                  relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: key is the label
+                                                      key that the selector applies
+                                                      to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      operator represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      values is an array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. This array is replaced during a strategic
+                                                      merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchLabels:
+                                              additionalProperties:
+                                                type: string
+                                              description: |-
+                                                matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                              type: object
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        matchLabelKeys:
+                                          description: |-
+                                            MatchLabelKeys is a set of pod label keys to select which pods will
+                                            be taken into consideration. The keys are used to lookup values from the
+                                            incoming pod labels, those key-value labels are merged with `LabelSelector` as `key in (value)`
+                                            to select the group of existing pods which pods will be taken into consideration
+                                            for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                            pod labels will be ignored. The default value is empty.
+                                            The same key is forbidden to exist in both MatchLabelKeys and LabelSelector.
+                                            Also, MatchLabelKeys cannot be set when LabelSelector isn't set.
+                                            This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                          items:
+                                            type: string
+                                          type: array
+                                          x-kubernetes-list-type: atomic
+                                        mismatchLabelKeys:
+                                          description: |-
+                                            MismatchLabelKeys is a set of pod label keys to select which pods will
+                                            be taken into consideration. The keys are used to lookup values from the
+                                            incoming pod labels, those key-value labels are merged with `LabelSelector` as `key notin (value)`
+                                            to select the group of existing pods which pods will be taken into consideration
+                                            for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                            pod labels will be ignored. The default value is empty.
+                                            The same key is forbidden to exist in both MismatchLabelKeys and LabelSelector.
+                                            Also, MismatchLabelKeys cannot be set when LabelSelector isn't set.
+                                            This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                          items:
+                                            type: string
+                                          type: array
+                                          x-kubernetes-list-type: atomic
+                                        namespaceSelector:
+                                          description: |-
+                                            A label query over the set of namespaces that the term applies to.
+                                            The term is applied to the union of the namespaces selected by this field
+                                            and the ones listed in the namespaces field.
+                                            null selector and null or empty namespaces list means "this pod's namespace".
+                                            An empty selector ({}) matches all namespaces.
+                                          properties:
+                                            matchExpressions:
+                                              description: matchExpressions is a list
+                                                of label selector requirements. The
+                                                requirements are ANDed.
+                                              items:
+                                                description: |-
+                                                  A label selector requirement is a selector that contains values, a key, and an operator that
+                                                  relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: key is the label
+                                                      key that the selector applies
+                                                      to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      operator represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      values is an array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. This array is replaced during a strategic
+                                                      merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchLabels:
+                                              additionalProperties:
+                                                type: string
+                                              description: |-
+                                                matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                              type: object
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        namespaces:
+                                          description: |-
+                                            namespaces specifies a static list of namespace names that the term applies to.
+                                            The term is applied to the union of the namespaces listed in this field
+                                            and the ones selected by namespaceSelector.
+                                            null or empty namespaces list and null namespaceSelector means "this pod's namespace".
+                                          items:
+                                            type: string
+                                          type: array
+                                        topologyKey:
+                                          description: |-
+                                            This pod should be co-located (affinity) or not co-located (anti-affinity) with the pods matching
+                                            the labelSelector in the specified namespaces, where co-located is defined as running on a node
+                                            whose value of the label with key topologyKey matches that of any node on which any of the
+                                            selected pods is running.
+                                            Empty topologyKey is not allowed.
+                                          type: string
+                                      required:
+                                      - topologyKey
+                                      type: object
+                                    type: array
+                                type: object
+                              podAntiAffinity:
+                                description: Describes pod anti-affinity scheduling
+                                  rules (e.g. avoid putting this pod in the same node,
+                                  zone, etc. as some other pod(s)).
+                                properties:
+                                  preferredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      The scheduler will prefer to schedule pods to nodes that satisfy
+                                      the anti-affinity expressions specified by this field, but it may choose
+                                      a node that violates one or more of the expressions. The node that is
+                                      most preferred is the one with the greatest sum of weights, i.e.
+                                      for each node that meets all of the scheduling requirements (resource
+                                      request, requiredDuringScheduling anti-affinity expressions, etc.),
+                                      compute a sum by iterating through the elements of this field and adding
+                                      "weight" to the sum if the node has pods which matches the corresponding podAffinityTerm; the
+                                      node(s) with the highest sum are the most preferred.
+                                    items:
+                                      description: The weights of all of the matched
+                                        WeightedPodAffinityTerm fields are added per-node
+                                        to find the most preferred node(s)
+                                      properties:
+                                        podAffinityTerm:
+                                          description: Required. A pod affinity term,
+                                            associated with the corresponding weight.
+                                          properties:
+                                            labelSelector:
+                                              description: |-
+                                                A label query over a set of resources, in this case pods.
+                                                If it's null, this PodAffinityTerm matches with no Pods.
+                                              properties:
+                                                matchExpressions:
+                                                  description: matchExpressions is
+                                                    a list of label selector requirements.
+                                                    The requirements are ANDed.
+                                                  items:
+                                                    description: |-
+                                                      A label selector requirement is a selector that contains values, a key, and an operator that
+                                                      relates the key and values.
+                                                    properties:
+                                                      key:
+                                                        description: key is the label
+                                                          key that the selector applies
+                                                          to.
+                                                        type: string
+                                                      operator:
+                                                        description: |-
+                                                          operator represents a key's relationship to a set of values.
+                                                          Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                        type: string
+                                                      values:
+                                                        description: |-
+                                                          values is an array of string values. If the operator is In or NotIn,
+                                                          the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                          the values array must be empty. This array is replaced during a strategic
+                                                          merge patch.
+                                                        items:
+                                                          type: string
+                                                        type: array
+                                                    required:
+                                                    - key
+                                                    - operator
+                                                    type: object
+                                                  type: array
+                                                matchLabels:
+                                                  additionalProperties:
+                                                    type: string
+                                                  description: |-
+                                                    matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                    map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                    operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                  type: object
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            matchLabelKeys:
+                                              description: |-
+                                                MatchLabelKeys is a set of pod label keys to select which pods will
+                                                be taken into consideration. The keys are used to lookup values from the
+                                                incoming pod labels, those key-value labels are merged with `LabelSelector` as `key in (value)`
+                                                to select the group of existing pods which pods will be taken into consideration
+                                                for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                                pod labels will be ignored. The default value is empty.
+                                                The same key is forbidden to exist in both MatchLabelKeys and LabelSelector.
+                                                Also, MatchLabelKeys cannot be set when LabelSelector isn't set.
+                                                This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                              items:
+                                                type: string
+                                              type: array
+                                              x-kubernetes-list-type: atomic
+                                            mismatchLabelKeys:
+                                              description: |-
+                                                MismatchLabelKeys is a set of pod label keys to select which pods will
+                                                be taken into consideration. The keys are used to lookup values from the
+                                                incoming pod labels, those key-value labels are merged with `LabelSelector` as `key notin (value)`
+                                                to select the group of existing pods which pods will be taken into consideration
+                                                for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                                pod labels will be ignored. The default value is empty.
+                                                The same key is forbidden to exist in both MismatchLabelKeys and LabelSelector.
+                                                Also, MismatchLabelKeys cannot be set when LabelSelector isn't set.
+                                                This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                              items:
+                                                type: string
+                                              type: array
+                                              x-kubernetes-list-type: atomic
+                                            namespaceSelector:
+                                              description: |-
+                                                A label query over the set of namespaces that the term applies to.
+                                                The term is applied to the union of the namespaces selected by this field
+                                                and the ones listed in the namespaces field.
+                                                null selector and null or empty namespaces list means "this pod's namespace".
+                                                An empty selector ({}) matches all namespaces.
+                                              properties:
+                                                matchExpressions:
+                                                  description: matchExpressions is
+                                                    a list of label selector requirements.
+                                                    The requirements are ANDed.
+                                                  items:
+                                                    description: |-
+                                                      A label selector requirement is a selector that contains values, a key, and an operator that
+                                                      relates the key and values.
+                                                    properties:
+                                                      key:
+                                                        description: key is the label
+                                                          key that the selector applies
+                                                          to.
+                                                        type: string
+                                                      operator:
+                                                        description: |-
+                                                          operator represents a key's relationship to a set of values.
+                                                          Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                        type: string
+                                                      values:
+                                                        description: |-
+                                                          values is an array of string values. If the operator is In or NotIn,
+                                                          the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                          the values array must be empty. This array is replaced during a strategic
+                                                          merge patch.
+                                                        items:
+                                                          type: string
+                                                        type: array
+                                                    required:
+                                                    - key
+                                                    - operator
+                                                    type: object
+                                                  type: array
+                                                matchLabels:
+                                                  additionalProperties:
+                                                    type: string
+                                                  description: |-
+                                                    matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                    map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                    operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                  type: object
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            namespaces:
+                                              description: |-
+                                                namespaces specifies a static list of namespace names that the term applies to.
+                                                The term is applied to the union of the namespaces listed in this field
+                                                and the ones selected by namespaceSelector.
+                                                null or empty namespaces list and null namespaceSelector means "this pod's namespace".
+                                              items:
+                                                type: string
+                                              type: array
+                                            topologyKey:
+                                              description: |-
+                                                This pod should be co-located (affinity) or not co-located (anti-affinity) with the pods matching
+                                                the labelSelector in the specified namespaces, where co-located is defined as running on a node
+                                                whose value of the label with key topologyKey matches that of any node on which any of the
+                                                selected pods is running.
+                                                Empty topologyKey is not allowed.
+                                              type: string
+                                          required:
+                                          - topologyKey
+                                          type: object
+                                        weight:
+                                          description: |-
+                                            weight associated with matching the corresponding podAffinityTerm,
+                                            in the range 1-100.
+                                          format: int32
+                                          type: integer
+                                      required:
+                                      - podAffinityTerm
+                                      - weight
+                                      type: object
+                                    type: array
+                                  requiredDuringSchedulingIgnoredDuringExecution:
+                                    description: |-
+                                      If the anti-affinity requirements specified by this field are not met at
+                                      scheduling time, the pod will not be scheduled onto the node.
+                                      If the anti-affinity requirements specified by this field cease to be met
+                                      at some point during pod execution (e.g. due to a pod label update), the
+                                      system may or may not try to eventually evict the pod from its node.
+                                      When there are multiple elements, the lists of nodes corresponding to each
+                                      podAffinityTerm are intersected, i.e. all terms must be satisfied.
+                                    items:
+                                      description: |-
+                                        Defines a set of pods (namely those matching the labelSelector
+                                        relative to the given namespace(s)) that this pod should be
+                                        co-located (affinity) or not co-located (anti-affinity) with,
+                                        where co-located is defined as running on a node whose value of
+                                        the label with key <topologyKey> matches that of any node on which
+                                        a pod of the set of pods is running
+                                      properties:
+                                        labelSelector:
+                                          description: |-
+                                            A label query over a set of resources, in this case pods.
+                                            If it's null, this PodAffinityTerm matches with no Pods.
+                                          properties:
+                                            matchExpressions:
+                                              description: matchExpressions is a list
+                                                of label selector requirements. The
+                                                requirements are ANDed.
+                                              items:
+                                                description: |-
+                                                  A label selector requirement is a selector that contains values, a key, and an operator that
+                                                  relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: key is the label
+                                                      key that the selector applies
+                                                      to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      operator represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      values is an array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. This array is replaced during a strategic
+                                                      merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchLabels:
+                                              additionalProperties:
+                                                type: string
+                                              description: |-
+                                                matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                              type: object
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        matchLabelKeys:
+                                          description: |-
+                                            MatchLabelKeys is a set of pod label keys to select which pods will
+                                            be taken into consideration. The keys are used to lookup values from the
+                                            incoming pod labels, those key-value labels are merged with `LabelSelector` as `key in (value)`
+                                            to select the group of existing pods which pods will be taken into consideration
+                                            for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                            pod labels will be ignored. The default value is empty.
+                                            The same key is forbidden to exist in both MatchLabelKeys and LabelSelector.
+                                            Also, MatchLabelKeys cannot be set when LabelSelector isn't set.
+                                            This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                          items:
+                                            type: string
+                                          type: array
+                                          x-kubernetes-list-type: atomic
+                                        mismatchLabelKeys:
+                                          description: |-
+                                            MismatchLabelKeys is a set of pod label keys to select which pods will
+                                            be taken into consideration. The keys are used to lookup values from the
+                                            incoming pod labels, those key-value labels are merged with `LabelSelector` as `key notin (value)`
+                                            to select the group of existing pods which pods will be taken into consideration
+                                            for the incoming pod's pod (anti) affinity. Keys that don't exist in the incoming
+                                            pod labels will be ignored. The default value is empty.
+                                            The same key is forbidden to exist in both MismatchLabelKeys and LabelSelector.
+                                            Also, MismatchLabelKeys cannot be set when LabelSelector isn't set.
+                                            This is an alpha field and requires enabling MatchLabelKeysInPodAffinity feature gate.
+                                          items:
+                                            type: string
+                                          type: array
+                                          x-kubernetes-list-type: atomic
+                                        namespaceSelector:
+                                          description: |-
+                                            A label query over the set of namespaces that the term applies to.
+                                            The term is applied to the union of the namespaces selected by this field
+                                            and the ones listed in the namespaces field.
+                                            null selector and null or empty namespaces list means "this pod's namespace".
+                                            An empty selector ({}) matches all namespaces.
+                                          properties:
+                                            matchExpressions:
+                                              description: matchExpressions is a list
+                                                of label selector requirements. The
+                                                requirements are ANDed.
+                                              items:
+                                                description: |-
+                                                  A label selector requirement is a selector that contains values, a key, and an operator that
+                                                  relates the key and values.
+                                                properties:
+                                                  key:
+                                                    description: key is the label
+                                                      key that the selector applies
+                                                      to.
+                                                    type: string
+                                                  operator:
+                                                    description: |-
+                                                      operator represents a key's relationship to a set of values.
+                                                      Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                    type: string
+                                                  values:
+                                                    description: |-
+                                                      values is an array of string values. If the operator is In or NotIn,
+                                                      the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                      the values array must be empty. This array is replaced during a strategic
+                                                      merge patch.
+                                                    items:
+                                                      type: string
+                                                    type: array
+                                                required:
+                                                - key
+                                                - operator
+                                                type: object
+                                              type: array
+                                            matchLabels:
+                                              additionalProperties:
+                                                type: string
+                                              description: |-
+                                                matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                              type: object
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        namespaces:
+                                          description: |-
+                                            namespaces specifies a static list of namespace names that the term applies to.
+                                            The term is applied to the union of the namespaces listed in this field
+                                            and the ones selected by namespaceSelector.
+                                            null or empty namespaces list and null namespaceSelector means "this pod's namespace".
+                                          items:
+                                            type: string
+                                          type: array
+                                        topologyKey:
+                                          description: |-
+                                            This pod should be co-located (affinity) or not co-located (anti-affinity) with the pods matching
+                                            the labelSelector in the specified namespaces, where co-located is defined as running on a node
+                                            whose value of the label with key topologyKey matches that of any node on which any of the
+                                            selected pods is running.
+                                            Empty topologyKey is not allowed.
+                                          type: string
+                                      required:
+                                      - topologyKey
+                                      type: object
+                                    type: array
+                                type: object
+                            type: object
+                          automountServiceAccountToken:
+                            description: AutomountServiceAccountToken indicates whether
+                              a service account token should be automatically mounted.
+                            type: boolean
+                          containers:
+                            description: |-
+                              List of containers belonging to the pod.
+                              Containers cannot currently be added or removed.
+                              There must be at least one container in a Pod.
+                              Cannot be updated.
+                            items:
+                              description: A single application container that you
+                                want to run within a pod.
+                              properties:
+                                args:
+                                  description: |-
+                                    Arguments to the entrypoint.
+                                    The container image's CMD is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                command:
+                                  description: |-
+                                    Entrypoint array. Not executed within a shell.
+                                    The container image's ENTRYPOINT is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                env:
+                                  description: |-
+                                    List of environment variables to set in the container.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvVar represents an environment
+                                      variable present in a Container.
+                                    properties:
+                                      name:
+                                        description: Name of the environment variable.
+                                          Must be a C_IDENTIFIER.
+                                        type: string
+                                      value:
+                                        description: |-
+                                          Variable references $(VAR_NAME) are expanded
+                                          using the previously defined environment variables in the container and
+                                          any service environment variables. If a variable cannot be resolved,
+                                          the reference in the input string will be unchanged. Double $$ are reduced
+                                          to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e.
+                                          "$$(VAR_NAME)" will produce the string literal "$(VAR_NAME)".
+                                          Escaped references will never be expanded, regardless of whether the variable
+                                          exists or not.
+                                          Defaults to "".
+                                        type: string
+                                      valueFrom:
+                                        description: Source for the environment variable's
+                                          value. Cannot be used if value is not empty.
+                                        properties:
+                                          configMapKeyRef:
+                                            description: Selects a key of a ConfigMap.
+                                            properties:
+                                              key:
+                                                description: The key to select.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the ConfigMap
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          fieldRef:
+                                            description: |-
+                                              Selects a field of the pod: supports metadata.name, metadata.namespace, `metadata.labels['<KEY>']`, `metadata.annotations['<KEY>']`,
+                                              spec.nodeName, spec.serviceAccountName, status.hostIP, status.podIP, status.podIPs.
+                                            properties:
+                                              apiVersion:
+                                                description: Version of the schema
+                                                  the FieldPath is written in terms
+                                                  of, defaults to "v1".
+                                                type: string
+                                              fieldPath:
+                                                description: Path of the field to
+                                                  select in the specified API version.
+                                                type: string
+                                            required:
+                                            - fieldPath
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          resourceFieldRef:
+                                            description: |-
+                                              Selects a resource of the container: only resources limits and requests
+                                              (limits.cpu, limits.memory, limits.ephemeral-storage, requests.cpu, requests.memory and requests.ephemeral-storage) are currently supported.
+                                            properties:
+                                              containerName:
+                                                description: 'Container name: required
+                                                  for volumes, optional for env vars'
+                                                type: string
+                                              divisor:
+                                                anyOf:
+                                                - type: integer
+                                                - type: string
+                                                description: Specifies the output
+                                                  format of the exposed resources,
+                                                  defaults to "1"
+                                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                x-kubernetes-int-or-string: true
+                                              resource:
+                                                description: 'Required: resource to
+                                                  select'
+                                                type: string
+                                            required:
+                                            - resource
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          secretKeyRef:
+                                            description: Selects a key of a secret
+                                              in the pod's namespace
+                                            properties:
+                                              key:
+                                                description: The key of the secret
+                                                  to select from.  Must be a valid
+                                                  secret key.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the Secret
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                        type: object
+                                    required:
+                                    - name
+                                    type: object
+                                  type: array
+                                envFrom:
+                                  description: |-
+                                    List of sources to populate environment variables in the container.
+                                    The keys defined within a source must be a C_IDENTIFIER. All invalid keys
+                                    will be reported as an event when the container is starting. When a key exists in multiple
+                                    sources, the value associated with the last source will take precedence.
+                                    Values defined by an Env with a duplicate key will take precedence.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvFromSource represents the source
+                                      of a set of ConfigMaps
+                                    properties:
+                                      configMapRef:
+                                        description: The ConfigMap to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the ConfigMap
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                      prefix:
+                                        description: An optional identifier to prepend
+                                          to each key in the ConfigMap. Must be a
+                                          C_IDENTIFIER.
+                                        type: string
+                                      secretRef:
+                                        description: The Secret to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the Secret
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                  type: array
+                                image:
+                                  description: |-
+                                    Container image name.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images
+                                    This field is optional to allow higher level config management to default or override
+                                    container images in workload controllers like Deployments and StatefulSets.
+                                  type: string
+                                imagePullPolicy:
+                                  description: |-
+                                    Image pull policy.
+                                    One of Always, Never, IfNotPresent.
+                                    Defaults to Always if :latest tag is specified, or IfNotPresent otherwise.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images#updating-images
+                                  type: string
+                                lifecycle:
+                                  description: |-
+                                    Actions that the management system should take in response to container lifecycle events.
+                                    Cannot be updated.
+                                  properties:
+                                    postStart:
+                                      description: |-
+                                        PostStart is called immediately after a container is created. If the handler fails,
+                                        the container is terminated and restarted according to its restart policy.
+                                        Other management of the container blocks until the hook completes.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                    preStop:
+                                      description: |-
+                                        PreStop is called immediately before a container is terminated due to an
+                                        API request or management event such as liveness/startup probe failure,
+                                        preemption, resource contention, etc. The handler is not called if the
+                                        container crashes or exits. The Pod's termination grace period countdown begins before the
+                                        PreStop hook is executed. Regardless of the outcome of the handler, the
+                                        container will eventually terminate within the Pod's termination grace
+                                        period (unless delayed by finalizers). Other management of the container blocks until the hook completes
+                                        or until the termination grace period is reached.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                  type: object
+                                livenessProbe:
+                                  description: |-
+                                    Periodic probe of container liveness.
+                                    Container will be restarted if the probe fails.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                name:
+                                  description: |-
+                                    Name of the container specified as a DNS_LABEL.
+                                    Each container in a pod must have a unique name (DNS_LABEL).
+                                    Cannot be updated.
+                                  type: string
+                                ports:
+                                  description: |-
+                                    List of ports to expose from the container. Not specifying a port here
+                                    DOES NOT prevent that port from being exposed. Any port which is
+                                    listening on the default "0.0.0.0" address inside a container will be
+                                    accessible from the network.
+                                    Modifying this array with strategic merge patch may corrupt the data.
+                                    For more information See https://github.com/kubernetes/kubernetes/issues/108255.
+                                    Cannot be updated.
+                                  items:
+                                    description: ContainerPort represents a network
+                                      port in a single container.
+                                    properties:
+                                      containerPort:
+                                        description: |-
+                                          Number of port to expose on the pod's IP address.
+                                          This must be a valid port number, 0 < x < 65536.
+                                        format: int32
+                                        type: integer
+                                      hostIP:
+                                        description: What host IP to bind the external
+                                          port to.
+                                        type: string
+                                      hostPort:
+                                        description: |-
+                                          Number of port to expose on the host.
+                                          If specified, this must be a valid port number, 0 < x < 65536.
+                                          If HostNetwork is specified, this must match ContainerPort.
+                                          Most containers do not need this.
+                                        format: int32
+                                        type: integer
+                                      name:
+                                        description: |-
+                                          If specified, this must be an IANA_SVC_NAME and unique within the pod. Each
+                                          named port in a pod must have a unique name. Name for the port that can be
+                                          referred to by services.
+                                        type: string
+                                      protocol:
+                                        default: TCP
+                                        description: |-
+                                          Protocol for port. Must be UDP, TCP, or SCTP.
+                                          Defaults to "TCP".
+                                        type: string
+                                    required:
+                                    - containerPort
+                                    - protocol
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-map-keys:
+                                  - containerPort
+                                  - protocol
+                                  x-kubernetes-list-type: map
+                                readinessProbe:
+                                  description: |-
+                                    Periodic probe of container service readiness.
+                                    Container will be removed from service endpoints if the probe fails.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                resizePolicy:
+                                  description: Resources resize policy for the container.
+                                  items:
+                                    description: ContainerResizePolicy represents
+                                      resource resize policy for the container.
+                                    properties:
+                                      resourceName:
+                                        description: |-
+                                          Name of the resource to which this resource resize policy applies.
+                                          Supported values: cpu, memory.
+                                        type: string
+                                      restartPolicy:
+                                        description: |-
+                                          Restart policy to apply when specified resource is resized.
+                                          If not specified, it defaults to NotRequired.
+                                        type: string
+                                    required:
+                                    - resourceName
+                                    - restartPolicy
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-type: atomic
+                                resources:
+                                  description: |-
+                                    Compute Resources required by this container.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                  properties:
+                                    claims:
+                                      description: |-
+                                        Claims lists the names of resources, defined in spec.resourceClaims,
+                                        that are used by this container.
+
+
+                                        This is an alpha field and requires enabling the
+                                        DynamicResourceAllocation feature gate.
+
+
+                                        This field is immutable. It can only be set for containers.
+                                      items:
+                                        description: ResourceClaim references one
+                                          entry in PodSpec.ResourceClaims.
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name must match the name of one entry in pod.spec.resourceClaims of
+                                              the Pod where this field is used. It makes that resource available
+                                              inside a container.
+                                            type: string
+                                        required:
+                                        - name
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-map-keys:
+                                      - name
+                                      x-kubernetes-list-type: map
+                                    limits:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Limits describes the maximum amount of compute resources allowed.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                    requests:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Requests describes the minimum amount of compute resources required.
+                                        If Requests is omitted for a container, it defaults to Limits if that is explicitly specified,
+                                        otherwise to an implementation-defined value. Requests cannot exceed Limits.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                  type: object
+                                restartPolicy:
+                                  description: |-
+                                    RestartPolicy defines the restart behavior of individual containers in a pod.
+                                    This field may only be set for init containers, and the only allowed value is "Always".
+                                    For non-init containers or when this field is not specified,
+                                    the restart behavior is defined by the Pod's restart policy and the container type.
+                                    Setting the RestartPolicy as "Always" for the init container will have the following effect:
+                                    this init container will be continually restarted on
+                                    exit until all regular containers have terminated. Once all regular
+                                    containers have completed, all init containers with restartPolicy "Always"
+                                    will be shut down. This lifecycle differs from normal init containers and
+                                    is often referred to as a "sidecar" container. Although this init
+                                    container still starts in the init container sequence, it does not wait
+                                    for the container to complete before proceeding to the next init
+                                    container. Instead, the next init container starts immediately after this
+                                    init container is started, or after any startupProbe has successfully
+                                    completed.
+                                  type: string
+                                securityContext:
+                                  description: |-
+                                    SecurityContext defines the security options the container should be run with.
+                                    If set, the fields of SecurityContext override the equivalent fields of PodSecurityContext.
+                                    More info: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/
+                                  properties:
+                                    allowPrivilegeEscalation:
+                                      description: |-
+                                        AllowPrivilegeEscalation controls whether a process can gain more
+                                        privileges than its parent process. This bool directly controls if
+                                        the no_new_privs flag will be set on the container process.
+                                        AllowPrivilegeEscalation is true always when the container is:
+                                        1) run as Privileged
+                                        2) has CAP_SYS_ADMIN
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    capabilities:
+                                      description: |-
+                                        The capabilities to add/drop when running containers.
+                                        Defaults to the default set of capabilities granted by the container runtime.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        add:
+                                          description: Added capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                        drop:
+                                          description: Removed capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                      type: object
+                                    privileged:
+                                      description: |-
+                                        Run container in privileged mode.
+                                        Processes in privileged containers are essentially equivalent to root on the host.
+                                        Defaults to false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    procMount:
+                                      description: |-
+                                        procMount denotes the type of proc mount to use for the containers.
+                                        The default is DefaultProcMount which uses the container runtime defaults for
+                                        readonly paths and masked paths.
+                                        This requires the ProcMountType feature flag to be enabled.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: string
+                                    readOnlyRootFilesystem:
+                                      description: |-
+                                        Whether this container has a read-only root filesystem.
+                                        Default is false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    runAsGroup:
+                                      description: |-
+                                        The GID to run the entrypoint of the container process.
+                                        Uses runtime default if unset.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    runAsNonRoot:
+                                      description: |-
+                                        Indicates that the container must run as a non-root user.
+                                        If true, the Kubelet will validate the image at runtime to ensure that it
+                                        does not run as UID 0 (root) and fail to start the container if it does.
+                                        If unset or false, no such validation will be performed.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                      type: boolean
+                                    runAsUser:
+                                      description: |-
+                                        The UID to run the entrypoint of the container process.
+                                        Defaults to user specified in image metadata if unspecified.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    seLinuxOptions:
+                                      description: |-
+                                        The SELinux context to be applied to the container.
+                                        If unspecified, the container runtime will allocate a random SELinux context for each
+                                        container.  May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        level:
+                                          description: Level is SELinux level label
+                                            that applies to the container.
+                                          type: string
+                                        role:
+                                          description: Role is a SELinux role label
+                                            that applies to the container.
+                                          type: string
+                                        type:
+                                          description: Type is a SELinux type label
+                                            that applies to the container.
+                                          type: string
+                                        user:
+                                          description: User is a SELinux user label
+                                            that applies to the container.
+                                          type: string
+                                      type: object
+                                    seccompProfile:
+                                      description: |-
+                                        The seccomp options to use by this container. If seccomp options are
+                                        provided at both the pod & container level, the container options
+                                        override the pod options.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        localhostProfile:
+                                          description: |-
+                                            localhostProfile indicates a profile defined in a file on the node should be used.
+                                            The profile must be preconfigured on the node to work.
+                                            Must be a descending path, relative to the kubelet's configured seccomp profile location.
+                                            Must be set if type is "Localhost". Must NOT be set for any other type.
+                                          type: string
+                                        type:
+                                          description: |-
+                                            type indicates which kind of seccomp profile will be applied.
+                                            Valid options are:
+
+
+                                            Localhost - a profile defined in a file on the node should be used.
+                                            RuntimeDefault - the container runtime default profile should be used.
+                                            Unconfined - no profile should be applied.
+                                          type: string
+                                      required:
+                                      - type
+                                      type: object
+                                    windowsOptions:
+                                      description: |-
+                                        The Windows specific settings applied to all containers.
+                                        If unspecified, the options from the PodSecurityContext will be used.
+                                        If set in both SecurityContext and PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is linux.
+                                      properties:
+                                        gmsaCredentialSpec:
+                                          description: |-
+                                            GMSACredentialSpec is where the GMSA admission webhook
+                                            (https://github.com/kubernetes-sigs/windows-gmsa) inlines the contents of the
+                                            GMSA credential spec named by the GMSACredentialSpecName field.
+                                          type: string
+                                        gmsaCredentialSpecName:
+                                          description: GMSACredentialSpecName is the
+                                            name of the GMSA credential spec to use.
+                                          type: string
+                                        hostProcess:
+                                          description: |-
+                                            HostProcess determines if a container should be run as a 'Host Process' container.
+                                            All of a Pod's containers must have the same effective HostProcess value
+                                            (it is not allowed to have a mix of HostProcess containers and non-HostProcess containers).
+                                            In addition, if HostProcess is true then HostNetwork must also be set to true.
+                                          type: boolean
+                                        runAsUserName:
+                                          description: |-
+                                            The UserName in Windows to run the entrypoint of the container process.
+                                            Defaults to the user specified in image metadata if unspecified.
+                                            May also be set in PodSecurityContext. If set in both SecurityContext and
+                                            PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                          type: string
+                                      type: object
+                                  type: object
+                                startupProbe:
+                                  description: |-
+                                    StartupProbe indicates that the Pod has successfully initialized.
+                                    If specified, no other probes are executed until this completes successfully.
+                                    If this probe fails, the Pod will be restarted, just as if the livenessProbe failed.
+                                    This can be used to provide different probe parameters at the beginning of a Pod's lifecycle,
+                                    when it might take a long time to load data or warm a cache, than during steady-state operation.
+                                    This cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                stdin:
+                                  description: |-
+                                    Whether this container should allocate a buffer for stdin in the container runtime. If this
+                                    is not set, reads from stdin in the container will always result in EOF.
+                                    Default is false.
+                                  type: boolean
+                                stdinOnce:
+                                  description: |-
+                                    Whether the container runtime should close the stdin channel after it has been opened by
+                                    a single attach. When stdin is true the stdin stream will remain open across multiple attach
+                                    sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the
+                                    first client attaches to stdin, and then remains open and accepts data until the client disconnects,
+                                    at which time stdin is closed and remains closed until the container is restarted. If this
+                                    flag is false, a container processes that reads from stdin will never receive an EOF.
+                                    Default is false
+                                  type: boolean
+                                terminationMessagePath:
+                                  description: |-
+                                    Optional: Path at which the file to which the container's termination message
+                                    will be written is mounted into the container's filesystem.
+                                    Message written is intended to be brief final status, such as an assertion failure message.
+                                    Will be truncated by the node if greater than 4096 bytes. The total message length across
+                                    all containers will be limited to 12kb.
+                                    Defaults to /dev/termination-log.
+                                    Cannot be updated.
+                                  type: string
+                                terminationMessagePolicy:
+                                  description: |-
+                                    Indicate how the termination message should be populated. File will use the contents of
+                                    terminationMessagePath to populate the container status message on both success and failure.
+                                    FallbackToLogsOnError will use the last chunk of container log output if the termination
+                                    message file is empty and the container exited with an error.
+                                    The log output is limited to 2048 bytes or 80 lines, whichever is smaller.
+                                    Defaults to File.
+                                    Cannot be updated.
+                                  type: string
+                                tty:
+                                  description: |-
+                                    Whether this container should allocate a TTY for itself, also requires 'stdin' to be true.
+                                    Default is false.
+                                  type: boolean
+                                volumeDevices:
+                                  description: volumeDevices is the list of block
+                                    devices to be used by the container.
+                                  items:
+                                    description: volumeDevice describes a mapping
+                                      of a raw block device within a container.
+                                    properties:
+                                      devicePath:
+                                        description: devicePath is the path inside
+                                          of the container that the device will be
+                                          mapped to.
+                                        type: string
+                                      name:
+                                        description: name must match the name of a
+                                          persistentVolumeClaim in the pod
+                                        type: string
+                                    required:
+                                    - devicePath
+                                    - name
+                                    type: object
+                                  type: array
+                                volumeMounts:
+                                  description: |-
+                                    Pod volumes to mount into the container's filesystem.
+                                    Cannot be updated.
+                                  items:
+                                    description: VolumeMount describes a mounting
+                                      of a Volume within a container.
+                                    properties:
+                                      mountPath:
+                                        description: |-
+                                          Path within the container at which the volume should be mounted.  Must
+                                          not contain ':'.
+                                        type: string
+                                      mountPropagation:
+                                        description: |-
+                                          mountPropagation determines how mounts are propagated from the host
+                                          to container and the other way around.
+                                          When not set, MountPropagationNone is used.
+                                          This field is beta in 1.10.
+                                        type: string
+                                      name:
+                                        description: This must match the Name of a
+                                          Volume.
+                                        type: string
+                                      readOnly:
+                                        description: |-
+                                          Mounted read-only if true, read-write otherwise (false or unspecified).
+                                          Defaults to false.
+                                        type: boolean
+                                      subPath:
+                                        description: |-
+                                          Path within the volume from which the container's volume should be mounted.
+                                          Defaults to "" (volume's root).
+                                        type: string
+                                      subPathExpr:
+                                        description: |-
+                                          Expanded path within the volume from which the container's volume should be mounted.
+                                          Behaves similarly to SubPath but environment variable references $(VAR_NAME) are expanded using the container's environment.
+                                          Defaults to "" (volume's root).
+                                          SubPathExpr and SubPath are mutually exclusive.
+                                        type: string
+                                    required:
+                                    - mountPath
+                                    - name
+                                    type: object
+                                  type: array
+                                workingDir:
+                                  description: |-
+                                    Container's working directory.
+                                    If not specified, the container runtime's default will be used, which
+                                    might be configured in the container image.
+                                    Cannot be updated.
+                                  type: string
+                              required:
+                              - name
+                              type: object
+                            type: array
+                          dnsConfig:
+                            description: |-
+                              Specifies the DNS parameters of a pod.
+                              Parameters specified here will be merged to the generated DNS
+                              configuration based on DNSPolicy.
+                            properties:
+                              nameservers:
+                                description: |-
+                                  A list of DNS name server IP addresses.
+                                  This will be appended to the base nameservers generated from DNSPolicy.
+                                  Duplicated nameservers will be removed.
+                                items:
+                                  type: string
+                                type: array
+                              options:
+                                description: |-
+                                  A list of DNS resolver options.
+                                  This will be merged with the base options generated from DNSPolicy.
+                                  Duplicated entries will be removed. Resolution options given in Options
+                                  will override those that appear in the base DNSPolicy.
+                                items:
+                                  description: PodDNSConfigOption defines DNS resolver
+                                    options of a pod.
+                                  properties:
+                                    name:
+                                      description: Required.
+                                      type: string
+                                    value:
+                                      type: string
+                                  type: object
+                                type: array
+                              searches:
+                                description: |-
+                                  A list of DNS search domains for host-name lookup.
+                                  This will be appended to the base search paths generated from DNSPolicy.
+                                  Duplicated search paths will be removed.
+                                items:
+                                  type: string
+                                type: array
+                            type: object
+                          dnsPolicy:
+                            description: |-
+                              Set DNS policy for the pod.
+                              Defaults to "ClusterFirst".
+                              Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'.
+                              DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy.
+                              To have DNS options set along with hostNetwork, you have to specify DNS policy
+                              explicitly to 'ClusterFirstWithHostNet'.
+                            type: string
+                          enableServiceLinks:
+                            description: |-
+                              EnableServiceLinks indicates whether information about services should be injected into pod's
+                              environment variables, matching the syntax of Docker links.
+                              Optional: Defaults to true.
+                            type: boolean
+                          ephemeralContainers:
+                            description: |-
+                              List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing
+                              pod to perform user-initiated actions such as debugging. This list cannot be specified when
+                              creating a pod, and it cannot be modified by updating the pod spec. In order to add an
+                              ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource.
+                            items:
+                              description: |-
+                                An EphemeralContainer is a temporary container that you may add to an existing Pod for
+                                user-initiated activities such as debugging. Ephemeral containers have no resource or
+                                scheduling guarantees, and they will not be restarted when they exit or when a Pod is
+                                removed or restarted. The kubelet may evict a Pod if an ephemeral container causes the
+                                Pod to exceed its resource allocation.
+
+
+                                To add an ephemeral container, use the ephemeralcontainers subresource of an existing
+                                Pod. Ephemeral containers may not be removed or restarted.
+                              properties:
+                                args:
+                                  description: |-
+                                    Arguments to the entrypoint.
+                                    The image's CMD is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                command:
+                                  description: |-
+                                    Entrypoint array. Not executed within a shell.
+                                    The image's ENTRYPOINT is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                env:
+                                  description: |-
+                                    List of environment variables to set in the container.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvVar represents an environment
+                                      variable present in a Container.
+                                    properties:
+                                      name:
+                                        description: Name of the environment variable.
+                                          Must be a C_IDENTIFIER.
+                                        type: string
+                                      value:
+                                        description: |-
+                                          Variable references $(VAR_NAME) are expanded
+                                          using the previously defined environment variables in the container and
+                                          any service environment variables. If a variable cannot be resolved,
+                                          the reference in the input string will be unchanged. Double $$ are reduced
+                                          to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e.
+                                          "$$(VAR_NAME)" will produce the string literal "$(VAR_NAME)".
+                                          Escaped references will never be expanded, regardless of whether the variable
+                                          exists or not.
+                                          Defaults to "".
+                                        type: string
+                                      valueFrom:
+                                        description: Source for the environment variable's
+                                          value. Cannot be used if value is not empty.
+                                        properties:
+                                          configMapKeyRef:
+                                            description: Selects a key of a ConfigMap.
+                                            properties:
+                                              key:
+                                                description: The key to select.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the ConfigMap
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          fieldRef:
+                                            description: |-
+                                              Selects a field of the pod: supports metadata.name, metadata.namespace, `metadata.labels['<KEY>']`, `metadata.annotations['<KEY>']`,
+                                              spec.nodeName, spec.serviceAccountName, status.hostIP, status.podIP, status.podIPs.
+                                            properties:
+                                              apiVersion:
+                                                description: Version of the schema
+                                                  the FieldPath is written in terms
+                                                  of, defaults to "v1".
+                                                type: string
+                                              fieldPath:
+                                                description: Path of the field to
+                                                  select in the specified API version.
+                                                type: string
+                                            required:
+                                            - fieldPath
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          resourceFieldRef:
+                                            description: |-
+                                              Selects a resource of the container: only resources limits and requests
+                                              (limits.cpu, limits.memory, limits.ephemeral-storage, requests.cpu, requests.memory and requests.ephemeral-storage) are currently supported.
+                                            properties:
+                                              containerName:
+                                                description: 'Container name: required
+                                                  for volumes, optional for env vars'
+                                                type: string
+                                              divisor:
+                                                anyOf:
+                                                - type: integer
+                                                - type: string
+                                                description: Specifies the output
+                                                  format of the exposed resources,
+                                                  defaults to "1"
+                                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                x-kubernetes-int-or-string: true
+                                              resource:
+                                                description: 'Required: resource to
+                                                  select'
+                                                type: string
+                                            required:
+                                            - resource
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          secretKeyRef:
+                                            description: Selects a key of a secret
+                                              in the pod's namespace
+                                            properties:
+                                              key:
+                                                description: The key of the secret
+                                                  to select from.  Must be a valid
+                                                  secret key.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the Secret
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                        type: object
+                                    required:
+                                    - name
+                                    type: object
+                                  type: array
+                                envFrom:
+                                  description: |-
+                                    List of sources to populate environment variables in the container.
+                                    The keys defined within a source must be a C_IDENTIFIER. All invalid keys
+                                    will be reported as an event when the container is starting. When a key exists in multiple
+                                    sources, the value associated with the last source will take precedence.
+                                    Values defined by an Env with a duplicate key will take precedence.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvFromSource represents the source
+                                      of a set of ConfigMaps
+                                    properties:
+                                      configMapRef:
+                                        description: The ConfigMap to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the ConfigMap
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                      prefix:
+                                        description: An optional identifier to prepend
+                                          to each key in the ConfigMap. Must be a
+                                          C_IDENTIFIER.
+                                        type: string
+                                      secretRef:
+                                        description: The Secret to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the Secret
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                  type: array
+                                image:
+                                  description: |-
+                                    Container image name.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images
+                                  type: string
+                                imagePullPolicy:
+                                  description: |-
+                                    Image pull policy.
+                                    One of Always, Never, IfNotPresent.
+                                    Defaults to Always if :latest tag is specified, or IfNotPresent otherwise.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images#updating-images
+                                  type: string
+                                lifecycle:
+                                  description: Lifecycle is not allowed for ephemeral
+                                    containers.
+                                  properties:
+                                    postStart:
+                                      description: |-
+                                        PostStart is called immediately after a container is created. If the handler fails,
+                                        the container is terminated and restarted according to its restart policy.
+                                        Other management of the container blocks until the hook completes.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                    preStop:
+                                      description: |-
+                                        PreStop is called immediately before a container is terminated due to an
+                                        API request or management event such as liveness/startup probe failure,
+                                        preemption, resource contention, etc. The handler is not called if the
+                                        container crashes or exits. The Pod's termination grace period countdown begins before the
+                                        PreStop hook is executed. Regardless of the outcome of the handler, the
+                                        container will eventually terminate within the Pod's termination grace
+                                        period (unless delayed by finalizers). Other management of the container blocks until the hook completes
+                                        or until the termination grace period is reached.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                  type: object
+                                livenessProbe:
+                                  description: Probes are not allowed for ephemeral
+                                    containers.
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                name:
+                                  description: |-
+                                    Name of the ephemeral container specified as a DNS_LABEL.
+                                    This name must be unique among all containers, init containers and ephemeral containers.
+                                  type: string
+                                ports:
+                                  description: Ports are not allowed for ephemeral
+                                    containers.
+                                  items:
+                                    description: ContainerPort represents a network
+                                      port in a single container.
+                                    properties:
+                                      containerPort:
+                                        description: |-
+                                          Number of port to expose on the pod's IP address.
+                                          This must be a valid port number, 0 < x < 65536.
+                                        format: int32
+                                        type: integer
+                                      hostIP:
+                                        description: What host IP to bind the external
+                                          port to.
+                                        type: string
+                                      hostPort:
+                                        description: |-
+                                          Number of port to expose on the host.
+                                          If specified, this must be a valid port number, 0 < x < 65536.
+                                          If HostNetwork is specified, this must match ContainerPort.
+                                          Most containers do not need this.
+                                        format: int32
+                                        type: integer
+                                      name:
+                                        description: |-
+                                          If specified, this must be an IANA_SVC_NAME and unique within the pod. Each
+                                          named port in a pod must have a unique name. Name for the port that can be
+                                          referred to by services.
+                                        type: string
+                                      protocol:
+                                        default: TCP
+                                        description: |-
+                                          Protocol for port. Must be UDP, TCP, or SCTP.
+                                          Defaults to "TCP".
+                                        type: string
+                                    required:
+                                    - containerPort
+                                    - protocol
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-map-keys:
+                                  - containerPort
+                                  - protocol
+                                  x-kubernetes-list-type: map
+                                readinessProbe:
+                                  description: Probes are not allowed for ephemeral
+                                    containers.
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                resizePolicy:
+                                  description: Resources resize policy for the container.
+                                  items:
+                                    description: ContainerResizePolicy represents
+                                      resource resize policy for the container.
+                                    properties:
+                                      resourceName:
+                                        description: |-
+                                          Name of the resource to which this resource resize policy applies.
+                                          Supported values: cpu, memory.
+                                        type: string
+                                      restartPolicy:
+                                        description: |-
+                                          Restart policy to apply when specified resource is resized.
+                                          If not specified, it defaults to NotRequired.
+                                        type: string
+                                    required:
+                                    - resourceName
+                                    - restartPolicy
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-type: atomic
+                                resources:
+                                  description: |-
+                                    Resources are not allowed for ephemeral containers. Ephemeral containers use spare resources
+                                    already allocated to the pod.
+                                  properties:
+                                    claims:
+                                      description: |-
+                                        Claims lists the names of resources, defined in spec.resourceClaims,
+                                        that are used by this container.
+
+
+                                        This is an alpha field and requires enabling the
+                                        DynamicResourceAllocation feature gate.
+
+
+                                        This field is immutable. It can only be set for containers.
+                                      items:
+                                        description: ResourceClaim references one
+                                          entry in PodSpec.ResourceClaims.
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name must match the name of one entry in pod.spec.resourceClaims of
+                                              the Pod where this field is used. It makes that resource available
+                                              inside a container.
+                                            type: string
+                                        required:
+                                        - name
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-map-keys:
+                                      - name
+                                      x-kubernetes-list-type: map
+                                    limits:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Limits describes the maximum amount of compute resources allowed.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                    requests:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Requests describes the minimum amount of compute resources required.
+                                        If Requests is omitted for a container, it defaults to Limits if that is explicitly specified,
+                                        otherwise to an implementation-defined value. Requests cannot exceed Limits.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                  type: object
+                                restartPolicy:
+                                  description: |-
+                                    Restart policy for the container to manage the restart behavior of each
+                                    container within a pod.
+                                    This may only be set for init containers. You cannot set this field on
+                                    ephemeral containers.
+                                  type: string
+                                securityContext:
+                                  description: |-
+                                    Optional: SecurityContext defines the security options the ephemeral container should be run with.
+                                    If set, the fields of SecurityContext override the equivalent fields of PodSecurityContext.
+                                  properties:
+                                    allowPrivilegeEscalation:
+                                      description: |-
+                                        AllowPrivilegeEscalation controls whether a process can gain more
+                                        privileges than its parent process. This bool directly controls if
+                                        the no_new_privs flag will be set on the container process.
+                                        AllowPrivilegeEscalation is true always when the container is:
+                                        1) run as Privileged
+                                        2) has CAP_SYS_ADMIN
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    capabilities:
+                                      description: |-
+                                        The capabilities to add/drop when running containers.
+                                        Defaults to the default set of capabilities granted by the container runtime.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        add:
+                                          description: Added capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                        drop:
+                                          description: Removed capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                      type: object
+                                    privileged:
+                                      description: |-
+                                        Run container in privileged mode.
+                                        Processes in privileged containers are essentially equivalent to root on the host.
+                                        Defaults to false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    procMount:
+                                      description: |-
+                                        procMount denotes the type of proc mount to use for the containers.
+                                        The default is DefaultProcMount which uses the container runtime defaults for
+                                        readonly paths and masked paths.
+                                        This requires the ProcMountType feature flag to be enabled.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: string
+                                    readOnlyRootFilesystem:
+                                      description: |-
+                                        Whether this container has a read-only root filesystem.
+                                        Default is false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    runAsGroup:
+                                      description: |-
+                                        The GID to run the entrypoint of the container process.
+                                        Uses runtime default if unset.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    runAsNonRoot:
+                                      description: |-
+                                        Indicates that the container must run as a non-root user.
+                                        If true, the Kubelet will validate the image at runtime to ensure that it
+                                        does not run as UID 0 (root) and fail to start the container if it does.
+                                        If unset or false, no such validation will be performed.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                      type: boolean
+                                    runAsUser:
+                                      description: |-
+                                        The UID to run the entrypoint of the container process.
+                                        Defaults to user specified in image metadata if unspecified.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    seLinuxOptions:
+                                      description: |-
+                                        The SELinux context to be applied to the container.
+                                        If unspecified, the container runtime will allocate a random SELinux context for each
+                                        container.  May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        level:
+                                          description: Level is SELinux level label
+                                            that applies to the container.
+                                          type: string
+                                        role:
+                                          description: Role is a SELinux role label
+                                            that applies to the container.
+                                          type: string
+                                        type:
+                                          description: Type is a SELinux type label
+                                            that applies to the container.
+                                          type: string
+                                        user:
+                                          description: User is a SELinux user label
+                                            that applies to the container.
+                                          type: string
+                                      type: object
+                                    seccompProfile:
+                                      description: |-
+                                        The seccomp options to use by this container. If seccomp options are
+                                        provided at both the pod & container level, the container options
+                                        override the pod options.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        localhostProfile:
+                                          description: |-
+                                            localhostProfile indicates a profile defined in a file on the node should be used.
+                                            The profile must be preconfigured on the node to work.
+                                            Must be a descending path, relative to the kubelet's configured seccomp profile location.
+                                            Must be set if type is "Localhost". Must NOT be set for any other type.
+                                          type: string
+                                        type:
+                                          description: |-
+                                            type indicates which kind of seccomp profile will be applied.
+                                            Valid options are:
+
+
+                                            Localhost - a profile defined in a file on the node should be used.
+                                            RuntimeDefault - the container runtime default profile should be used.
+                                            Unconfined - no profile should be applied.
+                                          type: string
+                                      required:
+                                      - type
+                                      type: object
+                                    windowsOptions:
+                                      description: |-
+                                        The Windows specific settings applied to all containers.
+                                        If unspecified, the options from the PodSecurityContext will be used.
+                                        If set in both SecurityContext and PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is linux.
+                                      properties:
+                                        gmsaCredentialSpec:
+                                          description: |-
+                                            GMSACredentialSpec is where the GMSA admission webhook
+                                            (https://github.com/kubernetes-sigs/windows-gmsa) inlines the contents of the
+                                            GMSA credential spec named by the GMSACredentialSpecName field.
+                                          type: string
+                                        gmsaCredentialSpecName:
+                                          description: GMSACredentialSpecName is the
+                                            name of the GMSA credential spec to use.
+                                          type: string
+                                        hostProcess:
+                                          description: |-
+                                            HostProcess determines if a container should be run as a 'Host Process' container.
+                                            All of a Pod's containers must have the same effective HostProcess value
+                                            (it is not allowed to have a mix of HostProcess containers and non-HostProcess containers).
+                                            In addition, if HostProcess is true then HostNetwork must also be set to true.
+                                          type: boolean
+                                        runAsUserName:
+                                          description: |-
+                                            The UserName in Windows to run the entrypoint of the container process.
+                                            Defaults to the user specified in image metadata if unspecified.
+                                            May also be set in PodSecurityContext. If set in both SecurityContext and
+                                            PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                          type: string
+                                      type: object
+                                  type: object
+                                startupProbe:
+                                  description: Probes are not allowed for ephemeral
+                                    containers.
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                stdin:
+                                  description: |-
+                                    Whether this container should allocate a buffer for stdin in the container runtime. If this
+                                    is not set, reads from stdin in the container will always result in EOF.
+                                    Default is false.
+                                  type: boolean
+                                stdinOnce:
+                                  description: |-
+                                    Whether the container runtime should close the stdin channel after it has been opened by
+                                    a single attach. When stdin is true the stdin stream will remain open across multiple attach
+                                    sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the
+                                    first client attaches to stdin, and then remains open and accepts data until the client disconnects,
+                                    at which time stdin is closed and remains closed until the container is restarted. If this
+                                    flag is false, a container processes that reads from stdin will never receive an EOF.
+                                    Default is false
+                                  type: boolean
+                                targetContainerName:
+                                  description: |-
+                                    If set, the name of the container from PodSpec that this ephemeral container targets.
+                                    The ephemeral container will be run in the namespaces (IPC, PID, etc) of this container.
+                                    If not set then the ephemeral container uses the namespaces configured in the Pod spec.
+
+
+                                    The container runtime must implement support for this feature. If the runtime does not
+                                    support namespace targeting then the result of setting this field is undefined.
+                                  type: string
+                                terminationMessagePath:
+                                  description: |-
+                                    Optional: Path at which the file to which the container's termination message
+                                    will be written is mounted into the container's filesystem.
+                                    Message written is intended to be brief final status, such as an assertion failure message.
+                                    Will be truncated by the node if greater than 4096 bytes. The total message length across
+                                    all containers will be limited to 12kb.
+                                    Defaults to /dev/termination-log.
+                                    Cannot be updated.
+                                  type: string
+                                terminationMessagePolicy:
+                                  description: |-
+                                    Indicate how the termination message should be populated. File will use the contents of
+                                    terminationMessagePath to populate the container status message on both success and failure.
+                                    FallbackToLogsOnError will use the last chunk of container log output if the termination
+                                    message file is empty and the container exited with an error.
+                                    The log output is limited to 2048 bytes or 80 lines, whichever is smaller.
+                                    Defaults to File.
+                                    Cannot be updated.
+                                  type: string
+                                tty:
+                                  description: |-
+                                    Whether this container should allocate a TTY for itself, also requires 'stdin' to be true.
+                                    Default is false.
+                                  type: boolean
+                                volumeDevices:
+                                  description: volumeDevices is the list of block
+                                    devices to be used by the container.
+                                  items:
+                                    description: volumeDevice describes a mapping
+                                      of a raw block device within a container.
+                                    properties:
+                                      devicePath:
+                                        description: devicePath is the path inside
+                                          of the container that the device will be
+                                          mapped to.
+                                        type: string
+                                      name:
+                                        description: name must match the name of a
+                                          persistentVolumeClaim in the pod
+                                        type: string
+                                    required:
+                                    - devicePath
+                                    - name
+                                    type: object
+                                  type: array
+                                volumeMounts:
+                                  description: |-
+                                    Pod volumes to mount into the container's filesystem. Subpath mounts are not allowed for ephemeral containers.
+                                    Cannot be updated.
+                                  items:
+                                    description: VolumeMount describes a mounting
+                                      of a Volume within a container.
+                                    properties:
+                                      mountPath:
+                                        description: |-
+                                          Path within the container at which the volume should be mounted.  Must
+                                          not contain ':'.
+                                        type: string
+                                      mountPropagation:
+                                        description: |-
+                                          mountPropagation determines how mounts are propagated from the host
+                                          to container and the other way around.
+                                          When not set, MountPropagationNone is used.
+                                          This field is beta in 1.10.
+                                        type: string
+                                      name:
+                                        description: This must match the Name of a
+                                          Volume.
+                                        type: string
+                                      readOnly:
+                                        description: |-
+                                          Mounted read-only if true, read-write otherwise (false or unspecified).
+                                          Defaults to false.
+                                        type: boolean
+                                      subPath:
+                                        description: |-
+                                          Path within the volume from which the container's volume should be mounted.
+                                          Defaults to "" (volume's root).
+                                        type: string
+                                      subPathExpr:
+                                        description: |-
+                                          Expanded path within the volume from which the container's volume should be mounted.
+                                          Behaves similarly to SubPath but environment variable references $(VAR_NAME) are expanded using the container's environment.
+                                          Defaults to "" (volume's root).
+                                          SubPathExpr and SubPath are mutually exclusive.
+                                        type: string
+                                    required:
+                                    - mountPath
+                                    - name
+                                    type: object
+                                  type: array
+                                workingDir:
+                                  description: |-
+                                    Container's working directory.
+                                    If not specified, the container runtime's default will be used, which
+                                    might be configured in the container image.
+                                    Cannot be updated.
+                                  type: string
+                              required:
+                              - name
+                              type: object
+                            type: array
+                          hostAliases:
+                            description: |-
+                              HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts
+                              file if specified. This is only valid for non-hostNetwork pods.
+                            items:
+                              description: |-
+                                HostAlias holds the mapping between IP and hostnames that will be injected as an entry in the
+                                pod's hosts file.
+                              properties:
+                                hostnames:
+                                  description: Hostnames for the above IP address.
+                                  items:
+                                    type: string
+                                  type: array
+                                ip:
+                                  description: IP address of the host file entry.
+                                  type: string
+                              type: object
+                            type: array
+                          hostIPC:
+                            description: |-
+                              Use the host's ipc namespace.
+                              Optional: Default to false.
+                            type: boolean
+                          hostNetwork:
+                            description: |-
+                              Host networking requested for this pod. Use the host's network namespace.
+                              If this option is set, the ports that will be used must be specified.
+                              Default to false.
+                            type: boolean
+                          hostPID:
+                            description: |-
+                              Use the host's pid namespace.
+                              Optional: Default to false.
+                            type: boolean
+                          hostUsers:
+                            description: |-
+                              Use the host's user namespace.
+                              Optional: Default to true.
+                              If set to true or not present, the pod will be run in the host user namespace, useful
+                              for when the pod needs a feature only available to the host user namespace, such as
+                              loading a kernel module with CAP_SYS_MODULE.
+                              When set to false, a new userns is created for the pod. Setting false is useful for
+                              mitigating container breakout vulnerabilities even allowing users to run their
+                              containers as root without actually having root privileges on the host.
+                              This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature.
+                            type: boolean
+                          hostname:
+                            description: |-
+                              Specifies the hostname of the Pod
+                              If not specified, the pod's hostname will be set to a system-defined value.
+                            type: string
+                          imagePullSecrets:
+                            description: |-
+                              ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec.
+                              If specified, these secrets will be passed to individual puller implementations for them to use.
+                              More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod
+                            items:
+                              description: |-
+                                LocalObjectReference contains enough information to let you locate the
+                                referenced object inside the same namespace.
+                              properties:
+                                name:
+                                  description: |-
+                                    Name of the referent.
+                                    More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                    TODO: Add other useful fields. apiVersion, kind, uid?
+                                  type: string
+                              type: object
+                              x-kubernetes-map-type: atomic
+                            type: array
+                          initContainers:
+                            description: |-
+                              List of initialization containers belonging to the pod.
+                              Init containers are executed in order prior to containers being started. If any
+                              init container fails, the pod is considered to have failed and is handled according
+                              to its restartPolicy. The name for an init container or normal container must be
+                              unique among all containers.
+                              Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes.
+                              The resourceRequirements of an init container are taken into account during scheduling
+                              by finding the highest request/limit for each resource type, and then using the max of
+                              of that value or the sum of the normal containers. Limits are applied to init containers
+                              in a similar fashion.
+                              Init containers cannot currently be added or removed.
+                              Cannot be updated.
+                              More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/
+                            items:
+                              description: A single application container that you
+                                want to run within a pod.
+                              properties:
+                                args:
+                                  description: |-
+                                    Arguments to the entrypoint.
+                                    The container image's CMD is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                command:
+                                  description: |-
+                                    Entrypoint array. Not executed within a shell.
+                                    The container image's ENTRYPOINT is used if this is not provided.
+                                    Variable references $(VAR_NAME) are expanded using the container's environment. If a variable
+                                    cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced
+                                    to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. "$$(VAR_NAME)" will
+                                    produce the string literal "$(VAR_NAME)". Escaped references will never be expanded, regardless
+                                    of whether the variable exists or not. Cannot be updated.
+                                    More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell
+                                  items:
+                                    type: string
+                                  type: array
+                                env:
+                                  description: |-
+                                    List of environment variables to set in the container.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvVar represents an environment
+                                      variable present in a Container.
+                                    properties:
+                                      name:
+                                        description: Name of the environment variable.
+                                          Must be a C_IDENTIFIER.
+                                        type: string
+                                      value:
+                                        description: |-
+                                          Variable references $(VAR_NAME) are expanded
+                                          using the previously defined environment variables in the container and
+                                          any service environment variables. If a variable cannot be resolved,
+                                          the reference in the input string will be unchanged. Double $$ are reduced
+                                          to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e.
+                                          "$$(VAR_NAME)" will produce the string literal "$(VAR_NAME)".
+                                          Escaped references will never be expanded, regardless of whether the variable
+                                          exists or not.
+                                          Defaults to "".
+                                        type: string
+                                      valueFrom:
+                                        description: Source for the environment variable's
+                                          value. Cannot be used if value is not empty.
+                                        properties:
+                                          configMapKeyRef:
+                                            description: Selects a key of a ConfigMap.
+                                            properties:
+                                              key:
+                                                description: The key to select.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the ConfigMap
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          fieldRef:
+                                            description: |-
+                                              Selects a field of the pod: supports metadata.name, metadata.namespace, `metadata.labels['<KEY>']`, `metadata.annotations['<KEY>']`,
+                                              spec.nodeName, spec.serviceAccountName, status.hostIP, status.podIP, status.podIPs.
+                                            properties:
+                                              apiVersion:
+                                                description: Version of the schema
+                                                  the FieldPath is written in terms
+                                                  of, defaults to "v1".
+                                                type: string
+                                              fieldPath:
+                                                description: Path of the field to
+                                                  select in the specified API version.
+                                                type: string
+                                            required:
+                                            - fieldPath
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          resourceFieldRef:
+                                            description: |-
+                                              Selects a resource of the container: only resources limits and requests
+                                              (limits.cpu, limits.memory, limits.ephemeral-storage, requests.cpu, requests.memory and requests.ephemeral-storage) are currently supported.
+                                            properties:
+                                              containerName:
+                                                description: 'Container name: required
+                                                  for volumes, optional for env vars'
+                                                type: string
+                                              divisor:
+                                                anyOf:
+                                                - type: integer
+                                                - type: string
+                                                description: Specifies the output
+                                                  format of the exposed resources,
+                                                  defaults to "1"
+                                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                x-kubernetes-int-or-string: true
+                                              resource:
+                                                description: 'Required: resource to
+                                                  select'
+                                                type: string
+                                            required:
+                                            - resource
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          secretKeyRef:
+                                            description: Selects a key of a secret
+                                              in the pod's namespace
+                                            properties:
+                                              key:
+                                                description: The key of the secret
+                                                  to select from.  Must be a valid
+                                                  secret key.
+                                                type: string
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: Specify whether the Secret
+                                                  or its key must be defined
+                                                type: boolean
+                                            required:
+                                            - key
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                        type: object
+                                    required:
+                                    - name
+                                    type: object
+                                  type: array
+                                envFrom:
+                                  description: |-
+                                    List of sources to populate environment variables in the container.
+                                    The keys defined within a source must be a C_IDENTIFIER. All invalid keys
+                                    will be reported as an event when the container is starting. When a key exists in multiple
+                                    sources, the value associated with the last source will take precedence.
+                                    Values defined by an Env with a duplicate key will take precedence.
+                                    Cannot be updated.
+                                  items:
+                                    description: EnvFromSource represents the source
+                                      of a set of ConfigMaps
+                                    properties:
+                                      configMapRef:
+                                        description: The ConfigMap to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the ConfigMap
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                      prefix:
+                                        description: An optional identifier to prepend
+                                          to each key in the ConfigMap. Must be a
+                                          C_IDENTIFIER.
+                                        type: string
+                                      secretRef:
+                                        description: The Secret to select from
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name of the referent.
+                                              More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                              TODO: Add other useful fields. apiVersion, kind, uid?
+                                            type: string
+                                          optional:
+                                            description: Specify whether the Secret
+                                              must be defined
+                                            type: boolean
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                  type: array
+                                image:
+                                  description: |-
+                                    Container image name.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images
+                                    This field is optional to allow higher level config management to default or override
+                                    container images in workload controllers like Deployments and StatefulSets.
+                                  type: string
+                                imagePullPolicy:
+                                  description: |-
+                                    Image pull policy.
+                                    One of Always, Never, IfNotPresent.
+                                    Defaults to Always if :latest tag is specified, or IfNotPresent otherwise.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/containers/images#updating-images
+                                  type: string
+                                lifecycle:
+                                  description: |-
+                                    Actions that the management system should take in response to container lifecycle events.
+                                    Cannot be updated.
+                                  properties:
+                                    postStart:
+                                      description: |-
+                                        PostStart is called immediately after a container is created. If the handler fails,
+                                        the container is terminated and restarted according to its restart policy.
+                                        Other management of the container blocks until the hook completes.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                    preStop:
+                                      description: |-
+                                        PreStop is called immediately before a container is terminated due to an
+                                        API request or management event such as liveness/startup probe failure,
+                                        preemption, resource contention, etc. The handler is not called if the
+                                        container crashes or exits. The Pod's termination grace period countdown begins before the
+                                        PreStop hook is executed. Regardless of the outcome of the handler, the
+                                        container will eventually terminate within the Pod's termination grace
+                                        period (unless delayed by finalizers). Other management of the container blocks until the hook completes
+                                        or until the termination grace period is reached.
+                                        More info: https://kubernetes.io/docs/concepts/containers/container-lifecycle-hooks/#container-hooks
+                                      properties:
+                                        exec:
+                                          description: Exec specifies the action to
+                                            take.
+                                          properties:
+                                            command:
+                                              description: |-
+                                                Command is the command line to execute inside the container, the working directory for the
+                                                command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                                not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                                a shell, you need to explicitly call out to that shell.
+                                                Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                              items:
+                                                type: string
+                                              type: array
+                                          type: object
+                                        httpGet:
+                                          description: HTTPGet specifies the http
+                                            request to perform.
+                                          properties:
+                                            host:
+                                              description: |-
+                                                Host name to connect to, defaults to the pod IP. You probably want to set
+                                                "Host" in httpHeaders instead.
+                                              type: string
+                                            httpHeaders:
+                                              description: Custom headers to set in
+                                                the request. HTTP allows repeated
+                                                headers.
+                                              items:
+                                                description: HTTPHeader describes
+                                                  a custom header to be used in HTTP
+                                                  probes
+                                                properties:
+                                                  name:
+                                                    description: |-
+                                                      The header field name.
+                                                      This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                    type: string
+                                                  value:
+                                                    description: The header field
+                                                      value
+                                                    type: string
+                                                required:
+                                                - name
+                                                - value
+                                                type: object
+                                              type: array
+                                            path:
+                                              description: Path to access on the HTTP
+                                                server.
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Name or number of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                            scheme:
+                                              description: |-
+                                                Scheme to use for connecting to the host.
+                                                Defaults to HTTP.
+                                              type: string
+                                          required:
+                                          - port
+                                          type: object
+                                        sleep:
+                                          description: Sleep represents the duration
+                                            that the container should sleep before
+                                            being terminated.
+                                          properties:
+                                            seconds:
+                                              description: Seconds is the number of
+                                                seconds to sleep.
+                                              format: int64
+                                              type: integer
+                                          required:
+                                          - seconds
+                                          type: object
+                                        tcpSocket:
+                                          description: |-
+                                            Deprecated. TCPSocket is NOT supported as a LifecycleHandler and kept
+                                            for the backward compatibility. There are no validation of this field and
+                                            lifecycle hooks will fail in runtime when tcp handler is specified.
+                                          properties:
+                                            host:
+                                              description: 'Optional: Host name to
+                                                connect to, defaults to the pod IP.'
+                                              type: string
+                                            port:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: |-
+                                                Number or name of the port to access on the container.
+                                                Number must be in the range 1 to 65535.
+                                                Name must be an IANA_SVC_NAME.
+                                              x-kubernetes-int-or-string: true
+                                          required:
+                                          - port
+                                          type: object
+                                      type: object
+                                  type: object
+                                livenessProbe:
+                                  description: |-
+                                    Periodic probe of container liveness.
+                                    Container will be restarted if the probe fails.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                name:
+                                  description: |-
+                                    Name of the container specified as a DNS_LABEL.
+                                    Each container in a pod must have a unique name (DNS_LABEL).
+                                    Cannot be updated.
+                                  type: string
+                                ports:
+                                  description: |-
+                                    List of ports to expose from the container. Not specifying a port here
+                                    DOES NOT prevent that port from being exposed. Any port which is
+                                    listening on the default "0.0.0.0" address inside a container will be
+                                    accessible from the network.
+                                    Modifying this array with strategic merge patch may corrupt the data.
+                                    For more information See https://github.com/kubernetes/kubernetes/issues/108255.
+                                    Cannot be updated.
+                                  items:
+                                    description: ContainerPort represents a network
+                                      port in a single container.
+                                    properties:
+                                      containerPort:
+                                        description: |-
+                                          Number of port to expose on the pod's IP address.
+                                          This must be a valid port number, 0 < x < 65536.
+                                        format: int32
+                                        type: integer
+                                      hostIP:
+                                        description: What host IP to bind the external
+                                          port to.
+                                        type: string
+                                      hostPort:
+                                        description: |-
+                                          Number of port to expose on the host.
+                                          If specified, this must be a valid port number, 0 < x < 65536.
+                                          If HostNetwork is specified, this must match ContainerPort.
+                                          Most containers do not need this.
+                                        format: int32
+                                        type: integer
+                                      name:
+                                        description: |-
+                                          If specified, this must be an IANA_SVC_NAME and unique within the pod. Each
+                                          named port in a pod must have a unique name. Name for the port that can be
+                                          referred to by services.
+                                        type: string
+                                      protocol:
+                                        default: TCP
+                                        description: |-
+                                          Protocol for port. Must be UDP, TCP, or SCTP.
+                                          Defaults to "TCP".
+                                        type: string
+                                    required:
+                                    - containerPort
+                                    - protocol
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-map-keys:
+                                  - containerPort
+                                  - protocol
+                                  x-kubernetes-list-type: map
+                                readinessProbe:
+                                  description: |-
+                                    Periodic probe of container service readiness.
+                                    Container will be removed from service endpoints if the probe fails.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                resizePolicy:
+                                  description: Resources resize policy for the container.
+                                  items:
+                                    description: ContainerResizePolicy represents
+                                      resource resize policy for the container.
+                                    properties:
+                                      resourceName:
+                                        description: |-
+                                          Name of the resource to which this resource resize policy applies.
+                                          Supported values: cpu, memory.
+                                        type: string
+                                      restartPolicy:
+                                        description: |-
+                                          Restart policy to apply when specified resource is resized.
+                                          If not specified, it defaults to NotRequired.
+                                        type: string
+                                    required:
+                                    - resourceName
+                                    - restartPolicy
+                                    type: object
+                                  type: array
+                                  x-kubernetes-list-type: atomic
+                                resources:
+                                  description: |-
+                                    Compute Resources required by this container.
+                                    Cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                  properties:
+                                    claims:
+                                      description: |-
+                                        Claims lists the names of resources, defined in spec.resourceClaims,
+                                        that are used by this container.
+
+
+                                        This is an alpha field and requires enabling the
+                                        DynamicResourceAllocation feature gate.
+
+
+                                        This field is immutable. It can only be set for containers.
+                                      items:
+                                        description: ResourceClaim references one
+                                          entry in PodSpec.ResourceClaims.
+                                        properties:
+                                          name:
+                                            description: |-
+                                              Name must match the name of one entry in pod.spec.resourceClaims of
+                                              the Pod where this field is used. It makes that resource available
+                                              inside a container.
+                                            type: string
+                                        required:
+                                        - name
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-map-keys:
+                                      - name
+                                      x-kubernetes-list-type: map
+                                    limits:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Limits describes the maximum amount of compute resources allowed.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                    requests:
+                                      additionalProperties:
+                                        anyOf:
+                                        - type: integer
+                                        - type: string
+                                        pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                        x-kubernetes-int-or-string: true
+                                      description: |-
+                                        Requests describes the minimum amount of compute resources required.
+                                        If Requests is omitted for a container, it defaults to Limits if that is explicitly specified,
+                                        otherwise to an implementation-defined value. Requests cannot exceed Limits.
+                                        More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                      type: object
+                                  type: object
+                                restartPolicy:
+                                  description: |-
+                                    RestartPolicy defines the restart behavior of individual containers in a pod.
+                                    This field may only be set for init containers, and the only allowed value is "Always".
+                                    For non-init containers or when this field is not specified,
+                                    the restart behavior is defined by the Pod's restart policy and the container type.
+                                    Setting the RestartPolicy as "Always" for the init container will have the following effect:
+                                    this init container will be continually restarted on
+                                    exit until all regular containers have terminated. Once all regular
+                                    containers have completed, all init containers with restartPolicy "Always"
+                                    will be shut down. This lifecycle differs from normal init containers and
+                                    is often referred to as a "sidecar" container. Although this init
+                                    container still starts in the init container sequence, it does not wait
+                                    for the container to complete before proceeding to the next init
+                                    container. Instead, the next init container starts immediately after this
+                                    init container is started, or after any startupProbe has successfully
+                                    completed.
+                                  type: string
+                                securityContext:
+                                  description: |-
+                                    SecurityContext defines the security options the container should be run with.
+                                    If set, the fields of SecurityContext override the equivalent fields of PodSecurityContext.
+                                    More info: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/
+                                  properties:
+                                    allowPrivilegeEscalation:
+                                      description: |-
+                                        AllowPrivilegeEscalation controls whether a process can gain more
+                                        privileges than its parent process. This bool directly controls if
+                                        the no_new_privs flag will be set on the container process.
+                                        AllowPrivilegeEscalation is true always when the container is:
+                                        1) run as Privileged
+                                        2) has CAP_SYS_ADMIN
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    capabilities:
+                                      description: |-
+                                        The capabilities to add/drop when running containers.
+                                        Defaults to the default set of capabilities granted by the container runtime.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        add:
+                                          description: Added capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                        drop:
+                                          description: Removed capabilities
+                                          items:
+                                            description: Capability represent POSIX
+                                              capabilities type
+                                            type: string
+                                          type: array
+                                      type: object
+                                    privileged:
+                                      description: |-
+                                        Run container in privileged mode.
+                                        Processes in privileged containers are essentially equivalent to root on the host.
+                                        Defaults to false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    procMount:
+                                      description: |-
+                                        procMount denotes the type of proc mount to use for the containers.
+                                        The default is DefaultProcMount which uses the container runtime defaults for
+                                        readonly paths and masked paths.
+                                        This requires the ProcMountType feature flag to be enabled.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: string
+                                    readOnlyRootFilesystem:
+                                      description: |-
+                                        Whether this container has a read-only root filesystem.
+                                        Default is false.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      type: boolean
+                                    runAsGroup:
+                                      description: |-
+                                        The GID to run the entrypoint of the container process.
+                                        Uses runtime default if unset.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    runAsNonRoot:
+                                      description: |-
+                                        Indicates that the container must run as a non-root user.
+                                        If true, the Kubelet will validate the image at runtime to ensure that it
+                                        does not run as UID 0 (root) and fail to start the container if it does.
+                                        If unset or false, no such validation will be performed.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                      type: boolean
+                                    runAsUser:
+                                      description: |-
+                                        The UID to run the entrypoint of the container process.
+                                        Defaults to user specified in image metadata if unspecified.
+                                        May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      format: int64
+                                      type: integer
+                                    seLinuxOptions:
+                                      description: |-
+                                        The SELinux context to be applied to the container.
+                                        If unspecified, the container runtime will allocate a random SELinux context for each
+                                        container.  May also be set in PodSecurityContext.  If set in both SecurityContext and
+                                        PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        level:
+                                          description: Level is SELinux level label
+                                            that applies to the container.
+                                          type: string
+                                        role:
+                                          description: Role is a SELinux role label
+                                            that applies to the container.
+                                          type: string
+                                        type:
+                                          description: Type is a SELinux type label
+                                            that applies to the container.
+                                          type: string
+                                        user:
+                                          description: User is a SELinux user label
+                                            that applies to the container.
+                                          type: string
+                                      type: object
+                                    seccompProfile:
+                                      description: |-
+                                        The seccomp options to use by this container. If seccomp options are
+                                        provided at both the pod & container level, the container options
+                                        override the pod options.
+                                        Note that this field cannot be set when spec.os.name is windows.
+                                      properties:
+                                        localhostProfile:
+                                          description: |-
+                                            localhostProfile indicates a profile defined in a file on the node should be used.
+                                            The profile must be preconfigured on the node to work.
+                                            Must be a descending path, relative to the kubelet's configured seccomp profile location.
+                                            Must be set if type is "Localhost". Must NOT be set for any other type.
+                                          type: string
+                                        type:
+                                          description: |-
+                                            type indicates which kind of seccomp profile will be applied.
+                                            Valid options are:
+
+
+                                            Localhost - a profile defined in a file on the node should be used.
+                                            RuntimeDefault - the container runtime default profile should be used.
+                                            Unconfined - no profile should be applied.
+                                          type: string
+                                      required:
+                                      - type
+                                      type: object
+                                    windowsOptions:
+                                      description: |-
+                                        The Windows specific settings applied to all containers.
+                                        If unspecified, the options from the PodSecurityContext will be used.
+                                        If set in both SecurityContext and PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                        Note that this field cannot be set when spec.os.name is linux.
+                                      properties:
+                                        gmsaCredentialSpec:
+                                          description: |-
+                                            GMSACredentialSpec is where the GMSA admission webhook
+                                            (https://github.com/kubernetes-sigs/windows-gmsa) inlines the contents of the
+                                            GMSA credential spec named by the GMSACredentialSpecName field.
+                                          type: string
+                                        gmsaCredentialSpecName:
+                                          description: GMSACredentialSpecName is the
+                                            name of the GMSA credential spec to use.
+                                          type: string
+                                        hostProcess:
+                                          description: |-
+                                            HostProcess determines if a container should be run as a 'Host Process' container.
+                                            All of a Pod's containers must have the same effective HostProcess value
+                                            (it is not allowed to have a mix of HostProcess containers and non-HostProcess containers).
+                                            In addition, if HostProcess is true then HostNetwork must also be set to true.
+                                          type: boolean
+                                        runAsUserName:
+                                          description: |-
+                                            The UserName in Windows to run the entrypoint of the container process.
+                                            Defaults to the user specified in image metadata if unspecified.
+                                            May also be set in PodSecurityContext. If set in both SecurityContext and
+                                            PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                          type: string
+                                      type: object
+                                  type: object
+                                startupProbe:
+                                  description: |-
+                                    StartupProbe indicates that the Pod has successfully initialized.
+                                    If specified, no other probes are executed until this completes successfully.
+                                    If this probe fails, the Pod will be restarted, just as if the livenessProbe failed.
+                                    This can be used to provide different probe parameters at the beginning of a Pod's lifecycle,
+                                    when it might take a long time to load data or warm a cache, than during steady-state operation.
+                                    This cannot be updated.
+                                    More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                  properties:
+                                    exec:
+                                      description: Exec specifies the action to take.
+                                      properties:
+                                        command:
+                                          description: |-
+                                            Command is the command line to execute inside the container, the working directory for the
+                                            command  is root ('/') in the container's filesystem. The command is simply exec'd, it is
+                                            not run inside a shell, so traditional shell instructions ('|', etc) won't work. To use
+                                            a shell, you need to explicitly call out to that shell.
+                                            Exit status of 0 is treated as live/healthy and non-zero is unhealthy.
+                                          items:
+                                            type: string
+                                          type: array
+                                      type: object
+                                    failureThreshold:
+                                      description: |-
+                                        Minimum consecutive failures for the probe to be considered failed after having succeeded.
+                                        Defaults to 3. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    grpc:
+                                      description: GRPC specifies an action involving
+                                        a GRPC port.
+                                      properties:
+                                        port:
+                                          description: Port number of the gRPC service.
+                                            Number must be in the range 1 to 65535.
+                                          format: int32
+                                          type: integer
+                                        service:
+                                          description: |-
+                                            Service is the name of the service to place in the gRPC HealthCheckRequest
+                                            (see https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
+
+
+                                            If this is not specified, the default behavior is defined by gRPC.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    httpGet:
+                                      description: HTTPGet specifies the http request
+                                        to perform.
+                                      properties:
+                                        host:
+                                          description: |-
+                                            Host name to connect to, defaults to the pod IP. You probably want to set
+                                            "Host" in httpHeaders instead.
+                                          type: string
+                                        httpHeaders:
+                                          description: Custom headers to set in the
+                                            request. HTTP allows repeated headers.
+                                          items:
+                                            description: HTTPHeader describes a custom
+                                              header to be used in HTTP probes
+                                            properties:
+                                              name:
+                                                description: |-
+                                                  The header field name.
+                                                  This will be canonicalized upon output, so case-variant names will be understood as the same header.
+                                                type: string
+                                              value:
+                                                description: The header field value
+                                                type: string
+                                            required:
+                                            - name
+                                            - value
+                                            type: object
+                                          type: array
+                                        path:
+                                          description: Path to access on the HTTP
+                                            server.
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Name or number of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                        scheme:
+                                          description: |-
+                                            Scheme to use for connecting to the host.
+                                            Defaults to HTTP.
+                                          type: string
+                                      required:
+                                      - port
+                                      type: object
+                                    initialDelaySeconds:
+                                      description: |-
+                                        Number of seconds after the container has started before liveness probes are initiated.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                    periodSeconds:
+                                      description: |-
+                                        How often (in seconds) to perform the probe.
+                                        Default to 10 seconds. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    successThreshold:
+                                      description: |-
+                                        Minimum consecutive successes for the probe to be considered successful after having failed.
+                                        Defaults to 1. Must be 1 for liveness and startup. Minimum value is 1.
+                                      format: int32
+                                      type: integer
+                                    tcpSocket:
+                                      description: TCPSocket specifies an action involving
+                                        a TCP port.
+                                      properties:
+                                        host:
+                                          description: 'Optional: Host name to connect
+                                            to, defaults to the pod IP.'
+                                          type: string
+                                        port:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: |-
+                                            Number or name of the port to access on the container.
+                                            Number must be in the range 1 to 65535.
+                                            Name must be an IANA_SVC_NAME.
+                                          x-kubernetes-int-or-string: true
+                                      required:
+                                      - port
+                                      type: object
+                                    terminationGracePeriodSeconds:
+                                      description: |-
+                                        Optional duration in seconds the pod needs to terminate gracefully upon probe failure.
+                                        The grace period is the duration in seconds after the processes running in the pod are sent
+                                        a termination signal and the time when the processes are forcibly halted with a kill signal.
+                                        Set this value longer than the expected cleanup time for your process.
+                                        If this value is nil, the pod's terminationGracePeriodSeconds will be used. Otherwise, this
+                                        value overrides the value provided by the pod spec.
+                                        Value must be non-negative integer. The value zero indicates stop immediately via
+                                        the kill signal (no opportunity to shut down).
+                                        This is a beta field and requires enabling ProbeTerminationGracePeriod feature gate.
+                                        Minimum value is 1. spec.terminationGracePeriodSeconds is used if unset.
+                                      format: int64
+                                      type: integer
+                                    timeoutSeconds:
+                                      description: |-
+                                        Number of seconds after which the probe times out.
+                                        Defaults to 1 second. Minimum value is 1.
+                                        More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle#container-probes
+                                      format: int32
+                                      type: integer
+                                  type: object
+                                stdin:
+                                  description: |-
+                                    Whether this container should allocate a buffer for stdin in the container runtime. If this
+                                    is not set, reads from stdin in the container will always result in EOF.
+                                    Default is false.
+                                  type: boolean
+                                stdinOnce:
+                                  description: |-
+                                    Whether the container runtime should close the stdin channel after it has been opened by
+                                    a single attach. When stdin is true the stdin stream will remain open across multiple attach
+                                    sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the
+                                    first client attaches to stdin, and then remains open and accepts data until the client disconnects,
+                                    at which time stdin is closed and remains closed until the container is restarted. If this
+                                    flag is false, a container processes that reads from stdin will never receive an EOF.
+                                    Default is false
+                                  type: boolean
+                                terminationMessagePath:
+                                  description: |-
+                                    Optional: Path at which the file to which the container's termination message
+                                    will be written is mounted into the container's filesystem.
+                                    Message written is intended to be brief final status, such as an assertion failure message.
+                                    Will be truncated by the node if greater than 4096 bytes. The total message length across
+                                    all containers will be limited to 12kb.
+                                    Defaults to /dev/termination-log.
+                                    Cannot be updated.
+                                  type: string
+                                terminationMessagePolicy:
+                                  description: |-
+                                    Indicate how the termination message should be populated. File will use the contents of
+                                    terminationMessagePath to populate the container status message on both success and failure.
+                                    FallbackToLogsOnError will use the last chunk of container log output if the termination
+                                    message file is empty and the container exited with an error.
+                                    The log output is limited to 2048 bytes or 80 lines, whichever is smaller.
+                                    Defaults to File.
+                                    Cannot be updated.
+                                  type: string
+                                tty:
+                                  description: |-
+                                    Whether this container should allocate a TTY for itself, also requires 'stdin' to be true.
+                                    Default is false.
+                                  type: boolean
+                                volumeDevices:
+                                  description: volumeDevices is the list of block
+                                    devices to be used by the container.
+                                  items:
+                                    description: volumeDevice describes a mapping
+                                      of a raw block device within a container.
+                                    properties:
+                                      devicePath:
+                                        description: devicePath is the path inside
+                                          of the container that the device will be
+                                          mapped to.
+                                        type: string
+                                      name:
+                                        description: name must match the name of a
+                                          persistentVolumeClaim in the pod
+                                        type: string
+                                    required:
+                                    - devicePath
+                                    - name
+                                    type: object
+                                  type: array
+                                volumeMounts:
+                                  description: |-
+                                    Pod volumes to mount into the container's filesystem.
+                                    Cannot be updated.
+                                  items:
+                                    description: VolumeMount describes a mounting
+                                      of a Volume within a container.
+                                    properties:
+                                      mountPath:
+                                        description: |-
+                                          Path within the container at which the volume should be mounted.  Must
+                                          not contain ':'.
+                                        type: string
+                                      mountPropagation:
+                                        description: |-
+                                          mountPropagation determines how mounts are propagated from the host
+                                          to container and the other way around.
+                                          When not set, MountPropagationNone is used.
+                                          This field is beta in 1.10.
+                                        type: string
+                                      name:
+                                        description: This must match the Name of a
+                                          Volume.
+                                        type: string
+                                      readOnly:
+                                        description: |-
+                                          Mounted read-only if true, read-write otherwise (false or unspecified).
+                                          Defaults to false.
+                                        type: boolean
+                                      subPath:
+                                        description: |-
+                                          Path within the volume from which the container's volume should be mounted.
+                                          Defaults to "" (volume's root).
+                                        type: string
+                                      subPathExpr:
+                                        description: |-
+                                          Expanded path within the volume from which the container's volume should be mounted.
+                                          Behaves similarly to SubPath but environment variable references $(VAR_NAME) are expanded using the container's environment.
+                                          Defaults to "" (volume's root).
+                                          SubPathExpr and SubPath are mutually exclusive.
+                                        type: string
+                                    required:
+                                    - mountPath
+                                    - name
+                                    type: object
+                                  type: array
+                                workingDir:
+                                  description: |-
+                                    Container's working directory.
+                                    If not specified, the container runtime's default will be used, which
+                                    might be configured in the container image.
+                                    Cannot be updated.
+                                  type: string
+                              required:
+                              - name
+                              type: object
+                            type: array
+                          nodeName:
+                            description: |-
+                              NodeName is a request to schedule this pod onto a specific node. If it is non-empty,
+                              the scheduler simply schedules this pod onto that node, assuming that it fits resource
+                              requirements.
+                            type: string
+                          nodeSelector:
+                            additionalProperties:
+                              type: string
+                            description: |-
+                              NodeSelector is a selector which must be true for the pod to fit on a node.
+                              Selector which must match a node's labels for the pod to be scheduled on that node.
+                              More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/
+                            type: object
+                            x-kubernetes-map-type: atomic
+                          os:
+                            description: |-
+                              Specifies the OS of the containers in the pod.
+                              Some pod and container fields are restricted if this is set.
+
+
+                              If the OS field is set to linux, the following fields must be unset:
+                              -securityContext.windowsOptions
+
+
+                              If the OS field is set to windows, following fields must be unset:
+                              - spec.hostPID
+                              - spec.hostIPC
+                              - spec.hostUsers
+                              - spec.securityContext.seLinuxOptions
+                              - spec.securityContext.seccompProfile
+                              - spec.securityContext.fsGroup
+                              - spec.securityContext.fsGroupChangePolicy
+                              - spec.securityContext.sysctls
+                              - spec.shareProcessNamespace
+                              - spec.securityContext.runAsUser
+                              - spec.securityContext.runAsGroup
+                              - spec.securityContext.supplementalGroups
+                              - spec.containers[*].securityContext.seLinuxOptions
+                              - spec.containers[*].securityContext.seccompProfile
+                              - spec.containers[*].securityContext.capabilities
+                              - spec.containers[*].securityContext.readOnlyRootFilesystem
+                              - spec.containers[*].securityContext.privileged
+                              - spec.containers[*].securityContext.allowPrivilegeEscalation
+                              - spec.containers[*].securityContext.procMount
+                              - spec.containers[*].securityContext.runAsUser
+                              - spec.containers[*].securityContext.runAsGroup
+                            properties:
+                              name:
+                                description: |-
+                                  Name is the name of the operating system. The currently supported values are linux and windows.
+                                  Additional value may be defined in future and can be one of:
+                                  https://github.com/opencontainers/runtime-spec/blob/master/config.md#platform-specific-configuration
+                                  Clients should expect to handle additional values and treat unrecognized values in this field as os: null
+                                type: string
+                            required:
+                            - name
+                            type: object
+                          overhead:
+                            additionalProperties:
+                              anyOf:
+                              - type: integer
+                              - type: string
+                              pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                              x-kubernetes-int-or-string: true
+                            description: |-
+                              Overhead represents the resource overhead associated with running a pod for a given RuntimeClass.
+                              This field will be autopopulated at admission time by the RuntimeClass admission controller. If
+                              the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests.
+                              The RuntimeClass admission controller will reject Pod create requests which have the overhead already
+                              set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value
+                              defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero.
+                              More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md
+                            type: object
+                          preemptionPolicy:
+                            description: |-
+                              PreemptionPolicy is the Policy for preempting pods with lower priority.
+                              One of Never, PreemptLowerPriority.
+                              Defaults to PreemptLowerPriority if unset.
+                            type: string
+                          priority:
+                            description: |-
+                              The priority value. Various system components use this field to find the
+                              priority of the pod. When Priority Admission Controller is enabled, it
+                              prevents users from setting this field. The admission controller populates
+                              this field from PriorityClassName.
+                              The higher the value, the higher the priority.
+                            format: int32
+                            type: integer
+                          priorityClassName:
+                            description: |-
+                              If specified, indicates the pod's priority. "system-node-critical" and
+                              "system-cluster-critical" are two special keywords which indicate the
+                              highest priorities with the former being the highest priority. Any other
+                              name must be defined by creating a PriorityClass object with that name.
+                              If not specified, the pod priority will be default or zero if there is no
+                              default.
+                            type: string
+                          readinessGates:
+                            description: |-
+                              If specified, all readiness gates will be evaluated for pod readiness.
+                              A pod is ready when all its containers are ready AND
+                              all conditions specified in the readiness gates have status equal to "True"
+                              More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates
+                            items:
+                              description: PodReadinessGate contains the reference
+                                to a pod condition
+                              properties:
+                                conditionType:
+                                  description: ConditionType refers to a condition
+                                    in the pod's condition list with matching type.
+                                  type: string
+                              required:
+                              - conditionType
+                              type: object
+                            type: array
+                          resourceClaims:
+                            description: |-
+                              ResourceClaims defines which ResourceClaims must be allocated
+                              and reserved before the Pod is allowed to start. The resources
+                              will be made available to those containers which consume them
+                              by name.
+
+
+                              This is an alpha field and requires enabling the
+                              DynamicResourceAllocation feature gate.
+
+
+                              This field is immutable.
+                            items:
+                              description: |-
+                                PodResourceClaim references exactly one ResourceClaim through a ClaimSource.
+                                It adds a name to it that uniquely identifies the ResourceClaim inside the Pod.
+                                Containers that need access to the ResourceClaim reference it with this name.
+                              properties:
+                                name:
+                                  description: |-
+                                    Name uniquely identifies this resource claim inside the pod.
+                                    This must be a DNS_LABEL.
+                                  type: string
+                                source:
+                                  description: Source describes where to find the
+                                    ResourceClaim.
+                                  properties:
+                                    resourceClaimName:
+                                      description: |-
+                                        ResourceClaimName is the name of a ResourceClaim object in the same
+                                        namespace as this pod.
+                                      type: string
+                                    resourceClaimTemplateName:
+                                      description: |-
+                                        ResourceClaimTemplateName is the name of a ResourceClaimTemplate
+                                        object in the same namespace as this pod.
+
+
+                                        The template will be used to create a new ResourceClaim, which will
+                                        be bound to this pod. When this pod is deleted, the ResourceClaim
+                                        will also be deleted. The pod name and resource name, along with a
+                                        generated component, will be used to form a unique name for the
+                                        ResourceClaim, which will be recorded in pod.status.resourceClaimStatuses.
+
+
+                                        This field is immutable and no changes will be made to the
+                                        corresponding ResourceClaim by the control plane after creating the
+                                        ResourceClaim.
+                                      type: string
+                                  type: object
+                              required:
+                              - name
+                              type: object
+                            type: array
+                            x-kubernetes-list-map-keys:
+                            - name
+                            x-kubernetes-list-type: map
+                          restartPolicy:
+                            description: |-
+                              Restart policy for all containers within the pod.
+                              One of Always, OnFailure, Never. In some contexts, only a subset of those values may be permitted.
+                              Default to Always.
+                              More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy
+                            type: string
+                          runtimeClassName:
+                            description: |-
+                              RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used
+                              to run this pod.  If no RuntimeClass resource matches the named class, the pod will not be run.
+                              If unset or empty, the "legacy" RuntimeClass will be used, which is an implicit class with an
+                              empty definition that uses the default runtime handler.
+                              More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class
+                            type: string
+                          schedulerName:
+                            description: |-
+                              If specified, the pod will be dispatched by specified scheduler.
+                              If not specified, the pod will be dispatched by default scheduler.
+                            type: string
+                          schedulingGates:
+                            description: |-
+                              SchedulingGates is an opaque list of values that if specified will block scheduling the pod.
+                              If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the
+                              scheduler will not attempt to schedule the pod.
+
+
+                              SchedulingGates can only be set at pod creation time, and be removed only afterwards.
+
+
+                              This is a beta feature enabled by the PodSchedulingReadiness feature gate.
+                            items:
+                              description: PodSchedulingGate is associated to a Pod
+                                to guard its scheduling.
+                              properties:
+                                name:
+                                  description: |-
+                                    Name of the scheduling gate.
+                                    Each scheduling gate must have a unique name field.
+                                  type: string
+                              required:
+                              - name
+                              type: object
+                            type: array
+                            x-kubernetes-list-map-keys:
+                            - name
+                            x-kubernetes-list-type: map
+                          securityContext:
+                            description: |-
+                              SecurityContext holds pod-level security attributes and common container settings.
+                              Optional: Defaults to empty.  See type description for default values of each field.
+                            properties:
+                              fsGroup:
+                                description: |-
+                                  A special supplemental group that applies to all containers in a pod.
+                                  Some volume types allow the Kubelet to change the ownership of that volume
+                                  to be owned by the pod:
+
+
+                                  1. The owning GID will be the FSGroup
+                                  2. The setgid bit is set (new files created in the volume will be owned by FSGroup)
+                                  3. The permission bits are OR'd with rw-rw----
+
+
+                                  If unset, the Kubelet will not modify the ownership and permissions of any volume.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                format: int64
+                                type: integer
+                              fsGroupChangePolicy:
+                                description: |-
+                                  fsGroupChangePolicy defines behavior of changing ownership and permission of the volume
+                                  before being exposed inside Pod. This field will only apply to
+                                  volume types which support fsGroup based ownership(and permissions).
+                                  It will have no effect on ephemeral volume types such as: secret, configmaps
+                                  and emptydir.
+                                  Valid values are "OnRootMismatch" and "Always". If not specified, "Always" is used.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                type: string
+                              runAsGroup:
+                                description: |-
+                                  The GID to run the entrypoint of the container process.
+                                  Uses runtime default if unset.
+                                  May also be set in SecurityContext.  If set in both SecurityContext and
+                                  PodSecurityContext, the value specified in SecurityContext takes precedence
+                                  for that container.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                format: int64
+                                type: integer
+                              runAsNonRoot:
+                                description: |-
+                                  Indicates that the container must run as a non-root user.
+                                  If true, the Kubelet will validate the image at runtime to ensure that it
+                                  does not run as UID 0 (root) and fail to start the container if it does.
+                                  If unset or false, no such validation will be performed.
+                                  May also be set in SecurityContext.  If set in both SecurityContext and
+                                  PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                type: boolean
+                              runAsUser:
+                                description: |-
+                                  The UID to run the entrypoint of the container process.
+                                  Defaults to user specified in image metadata if unspecified.
+                                  May also be set in SecurityContext.  If set in both SecurityContext and
+                                  PodSecurityContext, the value specified in SecurityContext takes precedence
+                                  for that container.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                format: int64
+                                type: integer
+                              seLinuxOptions:
+                                description: |-
+                                  The SELinux context to be applied to all containers.
+                                  If unspecified, the container runtime will allocate a random SELinux context for each
+                                  container.  May also be set in SecurityContext.  If set in
+                                  both SecurityContext and PodSecurityContext, the value specified in SecurityContext
+                                  takes precedence for that container.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                properties:
+                                  level:
+                                    description: Level is SELinux level label that
+                                      applies to the container.
+                                    type: string
+                                  role:
+                                    description: Role is a SELinux role label that
+                                      applies to the container.
+                                    type: string
+                                  type:
+                                    description: Type is a SELinux type label that
+                                      applies to the container.
+                                    type: string
+                                  user:
+                                    description: User is a SELinux user label that
+                                      applies to the container.
+                                    type: string
+                                type: object
+                              seccompProfile:
+                                description: |-
+                                  The seccomp options to use by the containers in this pod.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                properties:
+                                  localhostProfile:
+                                    description: |-
+                                      localhostProfile indicates a profile defined in a file on the node should be used.
+                                      The profile must be preconfigured on the node to work.
+                                      Must be a descending path, relative to the kubelet's configured seccomp profile location.
+                                      Must be set if type is "Localhost". Must NOT be set for any other type.
+                                    type: string
+                                  type:
+                                    description: |-
+                                      type indicates which kind of seccomp profile will be applied.
+                                      Valid options are:
+
+
+                                      Localhost - a profile defined in a file on the node should be used.
+                                      RuntimeDefault - the container runtime default profile should be used.
+                                      Unconfined - no profile should be applied.
+                                    type: string
+                                required:
+                                - type
+                                type: object
+                              supplementalGroups:
+                                description: |-
+                                  A list of groups applied to the first process run in each container, in addition
+                                  to the container's primary GID, the fsGroup (if specified), and group memberships
+                                  defined in the container image for the uid of the container process. If unspecified,
+                                  no additional groups are added to any container. Note that group memberships
+                                  defined in the container image for the uid of the container process are still effective,
+                                  even if they are not included in this list.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                items:
+                                  format: int64
+                                  type: integer
+                                type: array
+                              sysctls:
+                                description: |-
+                                  Sysctls hold a list of namespaced sysctls used for the pod. Pods with unsupported
+                                  sysctls (by the container runtime) might fail to launch.
+                                  Note that this field cannot be set when spec.os.name is windows.
+                                items:
+                                  description: Sysctl defines a kernel parameter to
+                                    be set
+                                  properties:
+                                    name:
+                                      description: Name of a property to set
+                                      type: string
+                                    value:
+                                      description: Value of a property to set
+                                      type: string
+                                  required:
+                                  - name
+                                  - value
+                                  type: object
+                                type: array
+                              windowsOptions:
+                                description: |-
+                                  The Windows specific settings applied to all containers.
+                                  If unspecified, the options within a container's SecurityContext will be used.
+                                  If set in both SecurityContext and PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                  Note that this field cannot be set when spec.os.name is linux.
+                                properties:
+                                  gmsaCredentialSpec:
+                                    description: |-
+                                      GMSACredentialSpec is where the GMSA admission webhook
+                                      (https://github.com/kubernetes-sigs/windows-gmsa) inlines the contents of the
+                                      GMSA credential spec named by the GMSACredentialSpecName field.
+                                    type: string
+                                  gmsaCredentialSpecName:
+                                    description: GMSACredentialSpecName is the name
+                                      of the GMSA credential spec to use.
+                                    type: string
+                                  hostProcess:
+                                    description: |-
+                                      HostProcess determines if a container should be run as a 'Host Process' container.
+                                      All of a Pod's containers must have the same effective HostProcess value
+                                      (it is not allowed to have a mix of HostProcess containers and non-HostProcess containers).
+                                      In addition, if HostProcess is true then HostNetwork must also be set to true.
+                                    type: boolean
+                                  runAsUserName:
+                                    description: |-
+                                      The UserName in Windows to run the entrypoint of the container process.
+                                      Defaults to the user specified in image metadata if unspecified.
+                                      May also be set in PodSecurityContext. If set in both SecurityContext and
+                                      PodSecurityContext, the value specified in SecurityContext takes precedence.
+                                    type: string
+                                type: object
+                            type: object
+                          serviceAccount:
+                            description: |-
+                              DeprecatedServiceAccount is a depreciated alias for ServiceAccountName.
+                              Deprecated: Use serviceAccountName instead.
+                            type: string
+                          serviceAccountName:
+                            description: |-
+                              ServiceAccountName is the name of the ServiceAccount to use to run this pod.
+                              More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/
+                            type: string
+                          setHostnameAsFQDN:
+                            description: |-
+                              If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default).
+                              In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname).
+                              In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN.
+                              If a pod does not have FQDN, this has no effect.
+                              Default to false.
+                            type: boolean
+                          shareProcessNamespace:
+                            description: |-
+                              Share a single process namespace between all of the containers in a pod.
+                              When this is set containers will be able to view and signal processes from other containers
+                              in the same pod, and the first process in each container will not be assigned PID 1.
+                              HostPID and ShareProcessNamespace cannot both be set.
+                              Optional: Default to false.
+                            type: boolean
+                          subdomain:
+                            description: |-
+                              If specified, the fully qualified Pod hostname will be "<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>".
+                              If not specified, the pod will not have a domainname at all.
+                            type: string
+                          terminationGracePeriodSeconds:
+                            description: |-
+                              Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request.
+                              Value must be non-negative integer. The value zero indicates stop immediately via
+                              the kill signal (no opportunity to shut down).
+                              If this value is nil, the default grace period will be used instead.
+                              The grace period is the duration in seconds after the processes running in the pod are sent
+                              a termination signal and the time when the processes are forcibly halted with a kill signal.
+                              Set this value longer than the expected cleanup time for your process.
+                              Defaults to 30 seconds.
+                            format: int64
+                            type: integer
+                          tolerations:
+                            description: If specified, the pod's tolerations.
+                            items:
+                              description: |-
+                                The pod this Toleration is attached to tolerates any taint that matches
+                                the triple <key,value,effect> using the matching operator <operator>.
+                              properties:
+                                effect:
+                                  description: |-
+                                    Effect indicates the taint effect to match. Empty means match all taint effects.
+                                    When specified, allowed values are NoSchedule, PreferNoSchedule and NoExecute.
+                                  type: string
+                                key:
+                                  description: |-
+                                    Key is the taint key that the toleration applies to. Empty means match all taint keys.
+                                    If the key is empty, operator must be Exists; this combination means to match all values and all keys.
+                                  type: string
+                                operator:
+                                  description: |-
+                                    Operator represents a key's relationship to the value.
+                                    Valid operators are Exists and Equal. Defaults to Equal.
+                                    Exists is equivalent to wildcard for value, so that a pod can
+                                    tolerate all taints of a particular category.
+                                  type: string
+                                tolerationSeconds:
+                                  description: |-
+                                    TolerationSeconds represents the period of time the toleration (which must be
+                                    of effect NoExecute, otherwise this field is ignored) tolerates the taint. By default,
+                                    it is not set, which means tolerate the taint forever (do not evict). Zero and
+                                    negative values will be treated as 0 (evict immediately) by the system.
+                                  format: int64
+                                  type: integer
+                                value:
+                                  description: |-
+                                    Value is the taint value the toleration matches to.
+                                    If the operator is Exists, the value should be empty, otherwise just a regular string.
+                                  type: string
+                              type: object
+                            type: array
+                          topologySpreadConstraints:
+                            description: |-
+                              TopologySpreadConstraints describes how a group of pods ought to spread across topology
+                              domains. Scheduler will schedule pods in a way which abides by the constraints.
+                              All topologySpreadConstraints are ANDed.
+                            items:
+                              description: TopologySpreadConstraint specifies how
+                                to spread matching pods among the given topology.
+                              properties:
+                                labelSelector:
+                                  description: |-
+                                    LabelSelector is used to find matching pods.
+                                    Pods that match this label selector are counted to determine the number of pods
+                                    in their corresponding topology domain.
+                                  properties:
+                                    matchExpressions:
+                                      description: matchExpressions is a list of label
+                                        selector requirements. The requirements are
+                                        ANDed.
+                                      items:
+                                        description: |-
+                                          A label selector requirement is a selector that contains values, a key, and an operator that
+                                          relates the key and values.
+                                        properties:
+                                          key:
+                                            description: key is the label key that
+                                              the selector applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              operator represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists and DoesNotExist.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              values is an array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                              the values array must be empty. This array is replaced during a strategic
+                                              merge patch.
+                                            items:
+                                              type: string
+                                            type: array
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                    matchLabels:
+                                      additionalProperties:
+                                        type: string
+                                      description: |-
+                                        matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                        map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                        operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                      type: object
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                                matchLabelKeys:
+                                  description: |-
+                                    MatchLabelKeys is a set of pod label keys to select the pods over which
+                                    spreading will be calculated. The keys are used to lookup values from the
+                                    incoming pod labels, those key-value labels are ANDed with labelSelector
+                                    to select the group of existing pods over which spreading will be calculated
+                                    for the incoming pod. The same key is forbidden to exist in both MatchLabelKeys and LabelSelector.
+                                    MatchLabelKeys cannot be set when LabelSelector isn't set.
+                                    Keys that don't exist in the incoming pod labels will
+                                    be ignored. A null or empty list means only match against labelSelector.
+
+
+                                    This is a beta field and requires the MatchLabelKeysInPodTopologySpread feature gate to be enabled (enabled by default).
+                                  items:
+                                    type: string
+                                  type: array
+                                  x-kubernetes-list-type: atomic
+                                maxSkew:
+                                  description: |-
+                                    MaxSkew describes the degree to which pods may be unevenly distributed.
+                                    When `whenUnsatisfiable=DoNotSchedule`, it is the maximum permitted difference
+                                    between the number of matching pods in the target topology and the global minimum.
+                                    The global minimum is the minimum number of matching pods in an eligible domain
+                                    or zero if the number of eligible domains is less than MinDomains.
+                                    For example, in a 3-zone cluster, MaxSkew is set to 1, and pods with the same
+                                    labelSelector spread as 2/2/1:
+                                    In this case, the global minimum is 1.
+                                    | zone1 | zone2 | zone3 |
+                                    |  P P  |  P P  |   P   |
+                                    - if MaxSkew is 1, incoming pod can only be scheduled to zone3 to become 2/2/2;
+                                    scheduling it onto zone1(zone2) would make the ActualSkew(3-1) on zone1(zone2)
+                                    violate MaxSkew(1).
+                                    - if MaxSkew is 2, incoming pod can be scheduled onto any zone.
+                                    When `whenUnsatisfiable=ScheduleAnyway`, it is used to give higher precedence
+                                    to topologies that satisfy it.
+                                    It's a required field. Default value is 1 and 0 is not allowed.
+                                  format: int32
+                                  type: integer
+                                minDomains:
+                                  description: |-
+                                    MinDomains indicates a minimum number of eligible domains.
+                                    When the number of eligible domains with matching topology keys is less than minDomains,
+                                    Pod Topology Spread treats "global minimum" as 0, and then the calculation of Skew is performed.
+                                    And when the number of eligible domains with matching topology keys equals or greater than minDomains,
+                                    this value has no effect on scheduling.
+                                    As a result, when the number of eligible domains is less than minDomains,
+                                    scheduler won't schedule more than maxSkew Pods to those domains.
+                                    If value is nil, the constraint behaves as if MinDomains is equal to 1.
+                                    Valid values are integers greater than 0.
+                                    When value is not nil, WhenUnsatisfiable must be DoNotSchedule.
+
+
+                                    For example, in a 3-zone cluster, MaxSkew is set to 2, MinDomains is set to 5 and pods with the same
+                                    labelSelector spread as 2/2/2:
+                                    | zone1 | zone2 | zone3 |
+                                    |  P P  |  P P  |  P P  |
+                                    The number of domains is less than 5(MinDomains), so "global minimum" is treated as 0.
+                                    In this situation, new pod with the same labelSelector cannot be scheduled,
+                                    because computed skew will be 3(3 - 0) if new Pod is scheduled to any of the three zones,
+                                    it will violate MaxSkew.
+
+
+                                    This is a beta field and requires the MinDomainsInPodTopologySpread feature gate to be enabled (enabled by default).
+                                  format: int32
+                                  type: integer
+                                nodeAffinityPolicy:
+                                  description: |-
+                                    NodeAffinityPolicy indicates how we will treat Pod's nodeAffinity/nodeSelector
+                                    when calculating pod topology spread skew. Options are:
+                                    - Honor: only nodes matching nodeAffinity/nodeSelector are included in the calculations.
+                                    - Ignore: nodeAffinity/nodeSelector are ignored. All nodes are included in the calculations.
+
+
+                                    If this value is nil, the behavior is equivalent to the Honor policy.
+                                    This is a beta-level feature default enabled by the NodeInclusionPolicyInPodTopologySpread feature flag.
+                                  type: string
+                                nodeTaintsPolicy:
+                                  description: |-
+                                    NodeTaintsPolicy indicates how we will treat node taints when calculating
+                                    pod topology spread skew. Options are:
+                                    - Honor: nodes without taints, along with tainted nodes for which the incoming pod
+                                    has a toleration, are included.
+                                    - Ignore: node taints are ignored. All nodes are included.
+
+
+                                    If this value is nil, the behavior is equivalent to the Ignore policy.
+                                    This is a beta-level feature default enabled by the NodeInclusionPolicyInPodTopologySpread feature flag.
+                                  type: string
+                                topologyKey:
+                                  description: |-
+                                    TopologyKey is the key of node labels. Nodes that have a label with this key
+                                    and identical values are considered to be in the same topology.
+                                    We consider each <key, value> as a "bucket", and try to put balanced number
+                                    of pods into each bucket.
+                                    We define a domain as a particular instance of a topology.
+                                    Also, we define an eligible domain as a domain whose nodes meet the requirements of
+                                    nodeAffinityPolicy and nodeTaintsPolicy.
+                                    e.g. If TopologyKey is "kubernetes.io/hostname", each Node is a domain of that topology.
+                                    And, if TopologyKey is "topology.kubernetes.io/zone", each zone is a domain of that topology.
+                                    It's a required field.
+                                  type: string
+                                whenUnsatisfiable:
+                                  description: |-
+                                    WhenUnsatisfiable indicates how to deal with a pod if it doesn't satisfy
+                                    the spread constraint.
+                                    - DoNotSchedule (default) tells the scheduler not to schedule it.
+                                    - ScheduleAnyway tells the scheduler to schedule the pod in any location,
+                                      but giving higher precedence to topologies that would help reduce the
+                                      skew.
+                                    A constraint is considered "Unsatisfiable" for an incoming pod
+                                    if and only if every possible node assignment for that pod would violate
+                                    "MaxSkew" on some topology.
+                                    For example, in a 3-zone cluster, MaxSkew is set to 1, and pods with the same
+                                    labelSelector spread as 3/1/1:
+                                    | zone1 | zone2 | zone3 |
+                                    | P P P |   P   |   P   |
+                                    If WhenUnsatisfiable is set to DoNotSchedule, incoming pod can only be scheduled
+                                    to zone2(zone3) to become 3/2/1(3/1/2) as ActualSkew(2-1) on zone2(zone3) satisfies
+                                    MaxSkew(1). In other words, the cluster can still be imbalanced, but scheduler
+                                    won't make it *more* imbalanced.
+                                    It's a required field.
+                                  type: string
+                              required:
+                              - maxSkew
+                              - topologyKey
+                              - whenUnsatisfiable
+                              type: object
+                            type: array
+                            x-kubernetes-list-map-keys:
+                            - topologyKey
+                            - whenUnsatisfiable
+                            x-kubernetes-list-type: map
+                          volumes:
+                            description: |-
+                              List of volumes that can be mounted by containers belonging to the pod.
+                              More info: https://kubernetes.io/docs/concepts/storage/volumes
+                            items:
+                              description: Volume represents a named volume in a pod
+                                that may be accessed by any container in the pod.
+                              properties:
+                                awsElasticBlockStore:
+                                  description: |-
+                                    awsElasticBlockStore represents an AWS Disk resource that is attached to a
+                                    kubelet's host machine and then exposed to the pod.
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#awselasticblockstore
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type of the volume that you want to mount.
+                                        Tip: Ensure that the filesystem type is supported by the host operating system.
+                                        Examples: "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#awselasticblockstore
+                                        TODO: how do we prevent errors in the filesystem from compromising the machine
+                                      type: string
+                                    partition:
+                                      description: |-
+                                        partition is the partition in the volume that you want to mount.
+                                        If omitted, the default is to mount by volume name.
+                                        Examples: For volume /dev/sda1, you specify the partition as "1".
+                                        Similarly, the volume partition for /dev/sda is "0" (or you can leave the property empty).
+                                      format: int32
+                                      type: integer
+                                    readOnly:
+                                      description: |-
+                                        readOnly value true will force the readOnly setting in VolumeMounts.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#awselasticblockstore
+                                      type: boolean
+                                    volumeID:
+                                      description: |-
+                                        volumeID is unique ID of the persistent disk resource in AWS (Amazon EBS volume).
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#awselasticblockstore
+                                      type: string
+                                  required:
+                                  - volumeID
+                                  type: object
+                                azureDisk:
+                                  description: azureDisk represents an Azure Data
+                                    Disk mount on the host and bind mount to the pod.
+                                  properties:
+                                    cachingMode:
+                                      description: 'cachingMode is the Host Caching
+                                        mode: None, Read Only, Read Write.'
+                                      type: string
+                                    diskName:
+                                      description: diskName is the Name of the data
+                                        disk in the blob storage
+                                      type: string
+                                    diskURI:
+                                      description: diskURI is the URI of data disk
+                                        in the blob storage
+                                      type: string
+                                    fsType:
+                                      description: |-
+                                        fsType is Filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                      type: string
+                                    kind:
+                                      description: 'kind expected values are Shared:
+                                        multiple blob disks per storage account  Dedicated:
+                                        single blob disk per storage account  Managed:
+                                        azure managed data disk (only in managed availability
+                                        set). defaults to shared'
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly Defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                  required:
+                                  - diskName
+                                  - diskURI
+                                  type: object
+                                azureFile:
+                                  description: azureFile represents an Azure File
+                                    Service mount on the host and bind mount to the
+                                    pod.
+                                  properties:
+                                    readOnly:
+                                      description: |-
+                                        readOnly defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    secretName:
+                                      description: secretName is the  name of secret
+                                        that contains Azure Storage Account Name and
+                                        Key
+                                      type: string
+                                    shareName:
+                                      description: shareName is the azure share Name
+                                      type: string
+                                  required:
+                                  - secretName
+                                  - shareName
+                                  type: object
+                                cephfs:
+                                  description: cephFS represents a Ceph FS mount on
+                                    the host that shares a pod's lifetime
+                                  properties:
+                                    monitors:
+                                      description: |-
+                                        monitors is Required: Monitors is a collection of Ceph monitors
+                                        More info: https://examples.k8s.io/volumes/cephfs/README.md#how-to-use-it
+                                      items:
+                                        type: string
+                                      type: array
+                                    path:
+                                      description: 'path is Optional: Used as the
+                                        mounted root, rather than the full Ceph tree,
+                                        default is /'
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly is Optional: Defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                        More info: https://examples.k8s.io/volumes/cephfs/README.md#how-to-use-it
+                                      type: boolean
+                                    secretFile:
+                                      description: |-
+                                        secretFile is Optional: SecretFile is the path to key ring for User, default is /etc/ceph/user.secret
+                                        More info: https://examples.k8s.io/volumes/cephfs/README.md#how-to-use-it
+                                      type: string
+                                    secretRef:
+                                      description: |-
+                                        secretRef is Optional: SecretRef is reference to the authentication secret for User, default is empty.
+                                        More info: https://examples.k8s.io/volumes/cephfs/README.md#how-to-use-it
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    user:
+                                      description: |-
+                                        user is optional: User is the rados user name, default is admin
+                                        More info: https://examples.k8s.io/volumes/cephfs/README.md#how-to-use-it
+                                      type: string
+                                  required:
+                                  - monitors
+                                  type: object
+                                cinder:
+                                  description: |-
+                                    cinder represents a cinder volume attached and mounted on kubelets host machine.
+                                    More info: https://examples.k8s.io/mysql-cinder-pd/README.md
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Examples: "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        More info: https://examples.k8s.io/mysql-cinder-pd/README.md
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                        More info: https://examples.k8s.io/mysql-cinder-pd/README.md
+                                      type: boolean
+                                    secretRef:
+                                      description: |-
+                                        secretRef is optional: points to a secret object containing parameters used to connect
+                                        to OpenStack.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    volumeID:
+                                      description: |-
+                                        volumeID used to identify the volume in cinder.
+                                        More info: https://examples.k8s.io/mysql-cinder-pd/README.md
+                                      type: string
+                                  required:
+                                  - volumeID
+                                  type: object
+                                configMap:
+                                  description: configMap represents a configMap that
+                                    should populate this volume
+                                  properties:
+                                    defaultMode:
+                                      description: |-
+                                        defaultMode is optional: mode bits used to set permissions on created files by default.
+                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                        Defaults to 0644.
+                                        Directories within the path are not affected by this setting.
+                                        This might be in conflict with other options that affect the file
+                                        mode, like fsGroup, and the result can be other mode bits set.
+                                      format: int32
+                                      type: integer
+                                    items:
+                                      description: |-
+                                        items if unspecified, each key-value pair in the Data field of the referenced
+                                        ConfigMap will be projected into the volume as a file whose name is the
+                                        key and content is the value. If specified, the listed keys will be
+                                        projected into the specified paths, and unlisted keys will not be
+                                        present. If a key is specified which is not present in the ConfigMap,
+                                        the volume setup will error unless it is marked optional. Paths must be
+                                        relative and may not contain the '..' path or start with '..'.
+                                      items:
+                                        description: Maps a string key to a path within
+                                          a volume.
+                                        properties:
+                                          key:
+                                            description: key is the key to project.
+                                            type: string
+                                          mode:
+                                            description: |-
+                                              mode is Optional: mode bits used to set permissions on this file.
+                                              Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                              YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                              If not specified, the volume defaultMode will be used.
+                                              This might be in conflict with other options that affect the file
+                                              mode, like fsGroup, and the result can be other mode bits set.
+                                            format: int32
+                                            type: integer
+                                          path:
+                                            description: |-
+                                              path is the relative path of the file to map the key to.
+                                              May not be an absolute path.
+                                              May not contain the path element '..'.
+                                              May not start with the string '..'.
+                                            type: string
+                                        required:
+                                        - key
+                                        - path
+                                        type: object
+                                      type: array
+                                    name:
+                                      description: |-
+                                        Name of the referent.
+                                        More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                        TODO: Add other useful fields. apiVersion, kind, uid?
+                                      type: string
+                                    optional:
+                                      description: optional specify whether the ConfigMap
+                                        or its keys must be defined
+                                      type: boolean
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                                csi:
+                                  description: csi (Container Storage Interface) represents
+                                    ephemeral storage that is handled by certain external
+                                    CSI drivers (Beta feature).
+                                  properties:
+                                    driver:
+                                      description: |-
+                                        driver is the name of the CSI driver that handles this volume.
+                                        Consult with your admin for the correct name as registered in the cluster.
+                                      type: string
+                                    fsType:
+                                      description: |-
+                                        fsType to mount. Ex. "ext4", "xfs", "ntfs".
+                                        If not provided, the empty value is passed to the associated CSI driver
+                                        which will determine the default filesystem to apply.
+                                      type: string
+                                    nodePublishSecretRef:
+                                      description: |-
+                                        nodePublishSecretRef is a reference to the secret object containing
+                                        sensitive information to pass to the CSI driver to complete the CSI
+                                        NodePublishVolume and NodeUnpublishVolume calls.
+                                        This field is optional, and  may be empty if no secret is required. If the
+                                        secret object contains more than one secret, all secret references are passed.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    readOnly:
+                                      description: |-
+                                        readOnly specifies a read-only configuration for the volume.
+                                        Defaults to false (read/write).
+                                      type: boolean
+                                    volumeAttributes:
+                                      additionalProperties:
+                                        type: string
+                                      description: |-
+                                        volumeAttributes stores driver-specific properties that are passed to the CSI
+                                        driver. Consult your driver's documentation for supported values.
+                                      type: object
+                                  required:
+                                  - driver
+                                  type: object
+                                downwardAPI:
+                                  description: downwardAPI represents downward API
+                                    about the pod that should populate this volume
+                                  properties:
+                                    defaultMode:
+                                      description: |-
+                                        Optional: mode bits to use on created files by default. Must be a
+                                        Optional: mode bits used to set permissions on created files by default.
+                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                        Defaults to 0644.
+                                        Directories within the path are not affected by this setting.
+                                        This might be in conflict with other options that affect the file
+                                        mode, like fsGroup, and the result can be other mode bits set.
+                                      format: int32
+                                      type: integer
+                                    items:
+                                      description: Items is a list of downward API
+                                        volume file
+                                      items:
+                                        description: DownwardAPIVolumeFile represents
+                                          information to create the file containing
+                                          the pod field
+                                        properties:
+                                          fieldRef:
+                                            description: 'Required: Selects a field
+                                              of the pod: only annotations, labels,
+                                              name and namespace are supported.'
+                                            properties:
+                                              apiVersion:
+                                                description: Version of the schema
+                                                  the FieldPath is written in terms
+                                                  of, defaults to "v1".
+                                                type: string
+                                              fieldPath:
+                                                description: Path of the field to
+                                                  select in the specified API version.
+                                                type: string
+                                            required:
+                                            - fieldPath
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          mode:
+                                            description: |-
+                                              Optional: mode bits used to set permissions on this file, must be an octal value
+                                              between 0000 and 0777 or a decimal value between 0 and 511.
+                                              YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                              If not specified, the volume defaultMode will be used.
+                                              This might be in conflict with other options that affect the file
+                                              mode, like fsGroup, and the result can be other mode bits set.
+                                            format: int32
+                                            type: integer
+                                          path:
+                                            description: 'Required: Path is  the relative
+                                              path name of the file to be created.
+                                              Must not be absolute or contain the
+                                              ''..'' path. Must be utf-8 encoded.
+                                              The first item of the relative path
+                                              must not start with ''..'''
+                                            type: string
+                                          resourceFieldRef:
+                                            description: |-
+                                              Selects a resource of the container: only resources limits and requests
+                                              (limits.cpu, limits.memory, requests.cpu and requests.memory) are currently supported.
+                                            properties:
+                                              containerName:
+                                                description: 'Container name: required
+                                                  for volumes, optional for env vars'
+                                                type: string
+                                              divisor:
+                                                anyOf:
+                                                - type: integer
+                                                - type: string
+                                                description: Specifies the output
+                                                  format of the exposed resources,
+                                                  defaults to "1"
+                                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                x-kubernetes-int-or-string: true
+                                              resource:
+                                                description: 'Required: resource to
+                                                  select'
+                                                type: string
+                                            required:
+                                            - resource
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                        required:
+                                        - path
+                                        type: object
+                                      type: array
+                                  type: object
+                                emptyDir:
+                                  description: |-
+                                    emptyDir represents a temporary directory that shares a pod's lifetime.
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#emptydir
+                                  properties:
+                                    medium:
+                                      description: |-
+                                        medium represents what type of storage medium should back this directory.
+                                        The default is "" which means to use the node's default medium.
+                                        Must be an empty string (default) or Memory.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#emptydir
+                                      type: string
+                                    sizeLimit:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      description: |-
+                                        sizeLimit is the total amount of local storage required for this EmptyDir volume.
+                                        The size limit is also applicable for memory medium.
+                                        The maximum usage on memory medium EmptyDir would be the minimum value between
+                                        the SizeLimit specified here and the sum of memory limits of all containers in a pod.
+                                        The default is nil which means that the limit is undefined.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#emptydir
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                  type: object
+                                ephemeral:
+                                  description: |-
+                                    ephemeral represents a volume that is handled by a cluster storage driver.
+                                    The volume's lifecycle is tied to the pod that defines it - it will be created before the pod starts,
+                                    and deleted when the pod is removed.
+
+
+                                    Use this if:
+                                    a) the volume is only needed while the pod runs,
+                                    b) features of normal volumes like restoring from snapshot or capacity
+                                       tracking are needed,
+                                    c) the storage driver is specified through a storage class, and
+                                    d) the storage driver supports dynamic volume provisioning through
+                                       a PersistentVolumeClaim (see EphemeralVolumeSource for more
+                                       information on the connection between this volume type
+                                       and PersistentVolumeClaim).
+
+
+                                    Use PersistentVolumeClaim or one of the vendor-specific
+                                    APIs for volumes that persist for longer than the lifecycle
+                                    of an individual pod.
+
+
+                                    Use CSI for light-weight local ephemeral volumes if the CSI driver is meant to
+                                    be used that way - see the documentation of the driver for
+                                    more information.
+
+
+                                    A pod can use both types of ephemeral volumes and
+                                    persistent volumes at the same time.
+                                  properties:
+                                    volumeClaimTemplate:
+                                      description: |-
+                                        Will be used to create a stand-alone PVC to provision the volume.
+                                        The pod in which this EphemeralVolumeSource is embedded will be the
+                                        owner of the PVC, i.e. the PVC will be deleted together with the
+                                        pod.  The name of the PVC will be `<pod name>-<volume name>` where
+                                        `<volume name>` is the name from the `PodSpec.Volumes` array
+                                        entry. Pod validation will reject the pod if the concatenated name
+                                        is not valid for a PVC (for example, too long).
+
+
+                                        An existing PVC with that name that is not owned by the pod
+                                        will *not* be used for the pod to avoid using an unrelated
+                                        volume by mistake. Starting the pod is then blocked until
+                                        the unrelated PVC is removed. If such a pre-created PVC is
+                                        meant to be used by the pod, the PVC has to updated with an
+                                        owner reference to the pod once the pod exists. Normally
+                                        this should not be necessary, but it may be useful when
+                                        manually reconstructing a broken cluster.
+
+
+                                        This field is read-only and no changes will be made by Kubernetes
+                                        to the PVC after it has been created.
+
+
+                                        Required, must not be nil.
+                                      properties:
+                                        metadata:
+                                          description: |-
+                                            May contain labels and annotations that will be copied into the PVC
+                                            when creating it. No other fields are allowed and will be rejected during
+                                            validation.
+                                          type: object
+                                        spec:
+                                          description: |-
+                                            The specification for the PersistentVolumeClaim. The entire content is
+                                            copied unchanged into the PVC that gets created from this
+                                            template. The same fields as in a PersistentVolumeClaim
+                                            are also valid here.
+                                          properties:
+                                            accessModes:
+                                              description: |-
+                                                accessModes contains the desired access modes the volume should have.
+                                                More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#access-modes-1
+                                              items:
+                                                type: string
+                                              type: array
+                                            dataSource:
+                                              description: |-
+                                                dataSource field can be used to specify either:
+                                                * An existing VolumeSnapshot object (snapshot.storage.k8s.io/VolumeSnapshot)
+                                                * An existing PVC (PersistentVolumeClaim)
+                                                If the provisioner or an external controller can support the specified data source,
+                                                it will create a new volume based on the contents of the specified data source.
+                                                When the AnyVolumeDataSource feature gate is enabled, dataSource contents will be copied to dataSourceRef,
+                                                and dataSourceRef contents will be copied to dataSource when dataSourceRef.namespace is not specified.
+                                                If the namespace is specified, then dataSourceRef will not be copied to dataSource.
+                                              properties:
+                                                apiGroup:
+                                                  description: |-
+                                                    APIGroup is the group for the resource being referenced.
+                                                    If APIGroup is not specified, the specified Kind must be in the core API group.
+                                                    For any other third-party types, APIGroup is required.
+                                                  type: string
+                                                kind:
+                                                  description: Kind is the type of
+                                                    resource being referenced
+                                                  type: string
+                                                name:
+                                                  description: Name is the name of
+                                                    resource being referenced
+                                                  type: string
+                                              required:
+                                              - kind
+                                              - name
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            dataSourceRef:
+                                              description: |-
+                                                dataSourceRef specifies the object from which to populate the volume with data, if a non-empty
+                                                volume is desired. This may be any object from a non-empty API group (non
+                                                core object) or a PersistentVolumeClaim object.
+                                                When this field is specified, volume binding will only succeed if the type of
+                                                the specified object matches some installed volume populator or dynamic
+                                                provisioner.
+                                                This field will replace the functionality of the dataSource field and as such
+                                                if both fields are non-empty, they must have the same value. For backwards
+                                                compatibility, when namespace isn't specified in dataSourceRef,
+                                                both fields (dataSource and dataSourceRef) will be set to the same
+                                                value automatically if one of them is empty and the other is non-empty.
+                                                When namespace is specified in dataSourceRef,
+                                                dataSource isn't set to the same value and must be empty.
+                                                There are three important differences between dataSource and dataSourceRef:
+                                                * While dataSource only allows two specific types of objects, dataSourceRef
+                                                  allows any non-core object, as well as PersistentVolumeClaim objects.
+                                                * While dataSource ignores disallowed values (dropping them), dataSourceRef
+                                                  preserves all values, and generates an error if a disallowed value is
+                                                  specified.
+                                                * While dataSource only allows local objects, dataSourceRef allows objects
+                                                  in any namespaces.
+                                                (Beta) Using this field requires the AnyVolumeDataSource feature gate to be enabled.
+                                                (Alpha) Using the namespace field of dataSourceRef requires the CrossNamespaceVolumeDataSource feature gate to be enabled.
+                                              properties:
+                                                apiGroup:
+                                                  description: |-
+                                                    APIGroup is the group for the resource being referenced.
+                                                    If APIGroup is not specified, the specified Kind must be in the core API group.
+                                                    For any other third-party types, APIGroup is required.
+                                                  type: string
+                                                kind:
+                                                  description: Kind is the type of
+                                                    resource being referenced
+                                                  type: string
+                                                name:
+                                                  description: Name is the name of
+                                                    resource being referenced
+                                                  type: string
+                                                namespace:
+                                                  description: |-
+                                                    Namespace is the namespace of resource being referenced
+                                                    Note that when a namespace is specified, a gateway.networking.k8s.io/ReferenceGrant object is required in the referent namespace to allow that namespace's owner to accept the reference. See the ReferenceGrant documentation for details.
+                                                    (Alpha) This field requires the CrossNamespaceVolumeDataSource feature gate to be enabled.
+                                                  type: string
+                                              required:
+                                              - kind
+                                              - name
+                                              type: object
+                                            resources:
+                                              description: |-
+                                                resources represents the minimum resources the volume should have.
+                                                If RecoverVolumeExpansionFailure feature is enabled users are allowed to specify resource requirements
+                                                that are lower than previous value but must still be higher than capacity recorded in the
+                                                status field of the claim.
+                                                More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#resources
+                                              properties:
+                                                limits:
+                                                  additionalProperties:
+                                                    anyOf:
+                                                    - type: integer
+                                                    - type: string
+                                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                    x-kubernetes-int-or-string: true
+                                                  description: |-
+                                                    Limits describes the maximum amount of compute resources allowed.
+                                                    More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                                  type: object
+                                                requests:
+                                                  additionalProperties:
+                                                    anyOf:
+                                                    - type: integer
+                                                    - type: string
+                                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                    x-kubernetes-int-or-string: true
+                                                  description: |-
+                                                    Requests describes the minimum amount of compute resources required.
+                                                    If Requests is omitted for a container, it defaults to Limits if that is explicitly specified,
+                                                    otherwise to an implementation-defined value. Requests cannot exceed Limits.
+                                                    More info: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/
+                                                  type: object
+                                              type: object
+                                            selector:
+                                              description: selector is a label query
+                                                over volumes to consider for binding.
+                                              properties:
+                                                matchExpressions:
+                                                  description: matchExpressions is
+                                                    a list of label selector requirements.
+                                                    The requirements are ANDed.
+                                                  items:
+                                                    description: |-
+                                                      A label selector requirement is a selector that contains values, a key, and an operator that
+                                                      relates the key and values.
+                                                    properties:
+                                                      key:
+                                                        description: key is the label
+                                                          key that the selector applies
+                                                          to.
+                                                        type: string
+                                                      operator:
+                                                        description: |-
+                                                          operator represents a key's relationship to a set of values.
+                                                          Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                        type: string
+                                                      values:
+                                                        description: |-
+                                                          values is an array of string values. If the operator is In or NotIn,
+                                                          the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                          the values array must be empty. This array is replaced during a strategic
+                                                          merge patch.
+                                                        items:
+                                                          type: string
+                                                        type: array
+                                                    required:
+                                                    - key
+                                                    - operator
+                                                    type: object
+                                                  type: array
+                                                matchLabels:
+                                                  additionalProperties:
+                                                    type: string
+                                                  description: |-
+                                                    matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                    map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                    operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                  type: object
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            storageClassName:
+                                              description: |-
+                                                storageClassName is the name of the StorageClass required by the claim.
+                                                More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#class-1
+                                              type: string
+                                            volumeAttributesClassName:
+                                              description: |-
+                                                volumeAttributesClassName may be used to set the VolumeAttributesClass used by this claim.
+                                                If specified, the CSI driver will create or update the volume with the attributes defined
+                                                in the corresponding VolumeAttributesClass. This has a different purpose than storageClassName,
+                                                it can be changed after the claim is created. An empty string value means that no VolumeAttributesClass
+                                                will be applied to the claim but it's not allowed to reset this field to empty string once it is set.
+                                                If unspecified and the PersistentVolumeClaim is unbound, the default VolumeAttributesClass
+                                                will be set by the persistentvolume controller if it exists.
+                                                If the resource referred to by volumeAttributesClass does not exist, this PersistentVolumeClaim will be
+                                                set to a Pending state, as reflected by the modifyVolumeStatus field, until such as a resource
+                                                exists.
+                                                More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#volumeattributesclass
+                                                (Alpha) Using this field requires the VolumeAttributesClass feature gate to be enabled.
+                                              type: string
+                                            volumeMode:
+                                              description: |-
+                                                volumeMode defines what type of volume is required by the claim.
+                                                Value of Filesystem is implied when not included in claim spec.
+                                              type: string
+                                            volumeName:
+                                              description: volumeName is the binding
+                                                reference to the PersistentVolume
+                                                backing this claim.
+                                              type: string
+                                          type: object
+                                      required:
+                                      - spec
+                                      type: object
+                                  type: object
+                                fc:
+                                  description: fc represents a Fibre Channel resource
+                                    that is attached to a kubelet's host machine and
+                                    then exposed to the pod.
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        TODO: how do we prevent errors in the filesystem from compromising the machine
+                                      type: string
+                                    lun:
+                                      description: 'lun is Optional: FC target lun
+                                        number'
+                                      format: int32
+                                      type: integer
+                                    readOnly:
+                                      description: |-
+                                        readOnly is Optional: Defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    targetWWNs:
+                                      description: 'targetWWNs is Optional: FC target
+                                        worldwide names (WWNs)'
+                                      items:
+                                        type: string
+                                      type: array
+                                    wwids:
+                                      description: |-
+                                        wwids Optional: FC volume world wide identifiers (wwids)
+                                        Either wwids or combination of targetWWNs and lun must be set, but not both simultaneously.
+                                      items:
+                                        type: string
+                                      type: array
+                                  type: object
+                                flexVolume:
+                                  description: |-
+                                    flexVolume represents a generic volume resource that is
+                                    provisioned/attached using an exec based plugin.
+                                  properties:
+                                    driver:
+                                      description: driver is the name of the driver
+                                        to use for this volume.
+                                      type: string
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". The default filesystem depends on FlexVolume script.
+                                      type: string
+                                    options:
+                                      additionalProperties:
+                                        type: string
+                                      description: 'options is Optional: this field
+                                        holds extra command options if any.'
+                                      type: object
+                                    readOnly:
+                                      description: |-
+                                        readOnly is Optional: defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    secretRef:
+                                      description: |-
+                                        secretRef is Optional: secretRef is reference to the secret object containing
+                                        sensitive information to pass to the plugin scripts. This may be
+                                        empty if no secret object is specified. If the secret object
+                                        contains more than one secret, all secrets are passed to the plugin
+                                        scripts.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                  required:
+                                  - driver
+                                  type: object
+                                flocker:
+                                  description: flocker represents a Flocker volume
+                                    attached to a kubelet's host machine. This depends
+                                    on the Flocker control service being running
+                                  properties:
+                                    datasetName:
+                                      description: |-
+                                        datasetName is Name of the dataset stored as metadata -> name on the dataset for Flocker
+                                        should be considered as deprecated
+                                      type: string
+                                    datasetUUID:
+                                      description: datasetUUID is the UUID of the
+                                        dataset. This is unique identifier of a Flocker
+                                        dataset
+                                      type: string
+                                  type: object
+                                gcePersistentDisk:
+                                  description: |-
+                                    gcePersistentDisk represents a GCE Disk resource that is attached to a
+                                    kubelet's host machine and then exposed to the pod.
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#gcepersistentdisk
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is filesystem type of the volume that you want to mount.
+                                        Tip: Ensure that the filesystem type is supported by the host operating system.
+                                        Examples: "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#gcepersistentdisk
+                                        TODO: how do we prevent errors in the filesystem from compromising the machine
+                                      type: string
+                                    partition:
+                                      description: |-
+                                        partition is the partition in the volume that you want to mount.
+                                        If omitted, the default is to mount by volume name.
+                                        Examples: For volume /dev/sda1, you specify the partition as "1".
+                                        Similarly, the volume partition for /dev/sda is "0" (or you can leave the property empty).
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#gcepersistentdisk
+                                      format: int32
+                                      type: integer
+                                    pdName:
+                                      description: |-
+                                        pdName is unique name of the PD resource in GCE. Used to identify the disk in GCE.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#gcepersistentdisk
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the ReadOnly setting in VolumeMounts.
+                                        Defaults to false.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#gcepersistentdisk
+                                      type: boolean
+                                  required:
+                                  - pdName
+                                  type: object
+                                gitRepo:
+                                  description: |-
+                                    gitRepo represents a git repository at a particular revision.
+                                    DEPRECATED: GitRepo is deprecated. To provision a container with a git repo, mount an
+                                    EmptyDir into an InitContainer that clones the repo using git, then mount the EmptyDir
+                                    into the Pod's container.
+                                  properties:
+                                    directory:
+                                      description: |-
+                                        directory is the target directory name.
+                                        Must not contain or start with '..'.  If '.' is supplied, the volume directory will be the
+                                        git repository.  Otherwise, if specified, the volume will contain the git repository in
+                                        the subdirectory with the given name.
+                                      type: string
+                                    repository:
+                                      description: repository is the URL
+                                      type: string
+                                    revision:
+                                      description: revision is the commit hash for
+                                        the specified revision.
+                                      type: string
+                                  required:
+                                  - repository
+                                  type: object
+                                glusterfs:
+                                  description: |-
+                                    glusterfs represents a Glusterfs mount on the host that shares a pod's lifetime.
+                                    More info: https://examples.k8s.io/volumes/glusterfs/README.md
+                                  properties:
+                                    endpoints:
+                                      description: |-
+                                        endpoints is the endpoint name that details Glusterfs topology.
+                                        More info: https://examples.k8s.io/volumes/glusterfs/README.md#create-a-pod
+                                      type: string
+                                    path:
+                                      description: |-
+                                        path is the Glusterfs volume path.
+                                        More info: https://examples.k8s.io/volumes/glusterfs/README.md#create-a-pod
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the Glusterfs volume to be mounted with read-only permissions.
+                                        Defaults to false.
+                                        More info: https://examples.k8s.io/volumes/glusterfs/README.md#create-a-pod
+                                      type: boolean
+                                  required:
+                                  - endpoints
+                                  - path
+                                  type: object
+                                hostPath:
+                                  description: |-
+                                    hostPath represents a pre-existing file or directory on the host
+                                    machine that is directly exposed to the container. This is generally
+                                    used for system agents or other privileged things that are allowed
+                                    to see the host machine. Most containers will NOT need this.
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#hostpath
+                                    ---
+                                    TODO(jonesdl) We need to restrict who can use host directory mounts and who can/can not
+                                    mount host directories as read/write.
+                                  properties:
+                                    path:
+                                      description: |-
+                                        path of the directory on the host.
+                                        If the path is a symlink, it will follow the link to the real path.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#hostpath
+                                      type: string
+                                    type:
+                                      description: |-
+                                        type for HostPath Volume
+                                        Defaults to ""
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#hostpath
+                                      type: string
+                                  required:
+                                  - path
+                                  type: object
+                                iscsi:
+                                  description: |-
+                                    iscsi represents an ISCSI Disk resource that is attached to a
+                                    kubelet's host machine and then exposed to the pod.
+                                    More info: https://examples.k8s.io/volumes/iscsi/README.md
+                                  properties:
+                                    chapAuthDiscovery:
+                                      description: chapAuthDiscovery defines whether
+                                        support iSCSI Discovery CHAP authentication
+                                      type: boolean
+                                    chapAuthSession:
+                                      description: chapAuthSession defines whether
+                                        support iSCSI Session CHAP authentication
+                                      type: boolean
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type of the volume that you want to mount.
+                                        Tip: Ensure that the filesystem type is supported by the host operating system.
+                                        Examples: "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#iscsi
+                                        TODO: how do we prevent errors in the filesystem from compromising the machine
+                                      type: string
+                                    initiatorName:
+                                      description: |-
+                                        initiatorName is the custom iSCSI Initiator Name.
+                                        If initiatorName is specified with iscsiInterface simultaneously, new iSCSI interface
+                                        <target portal>:<volume name> will be created for the connection.
+                                      type: string
+                                    iqn:
+                                      description: iqn is the target iSCSI Qualified
+                                        Name.
+                                      type: string
+                                    iscsiInterface:
+                                      description: |-
+                                        iscsiInterface is the interface Name that uses an iSCSI transport.
+                                        Defaults to 'default' (tcp).
+                                      type: string
+                                    lun:
+                                      description: lun represents iSCSI Target Lun
+                                        number.
+                                      format: int32
+                                      type: integer
+                                    portals:
+                                      description: |-
+                                        portals is the iSCSI Target Portal List. The portal is either an IP or ip_addr:port if the port
+                                        is other than default (typically TCP ports 860 and 3260).
+                                      items:
+                                        type: string
+                                      type: array
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the ReadOnly setting in VolumeMounts.
+                                        Defaults to false.
+                                      type: boolean
+                                    secretRef:
+                                      description: secretRef is the CHAP Secret for
+                                        iSCSI target and initiator authentication
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    targetPortal:
+                                      description: |-
+                                        targetPortal is iSCSI Target Portal. The Portal is either an IP or ip_addr:port if the port
+                                        is other than default (typically TCP ports 860 and 3260).
+                                      type: string
+                                  required:
+                                  - iqn
+                                  - lun
+                                  - targetPortal
+                                  type: object
+                                name:
+                                  description: |-
+                                    name of the volume.
+                                    Must be a DNS_LABEL and unique within the pod.
+                                    More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                  type: string
+                                nfs:
+                                  description: |-
+                                    nfs represents an NFS mount on the host that shares a pod's lifetime
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#nfs
+                                  properties:
+                                    path:
+                                      description: |-
+                                        path that is exported by the NFS server.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#nfs
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the NFS export to be mounted with read-only permissions.
+                                        Defaults to false.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#nfs
+                                      type: boolean
+                                    server:
+                                      description: |-
+                                        server is the hostname or IP address of the NFS server.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#nfs
+                                      type: string
+                                  required:
+                                  - path
+                                  - server
+                                  type: object
+                                persistentVolumeClaim:
+                                  description: |-
+                                    persistentVolumeClaimVolumeSource represents a reference to a
+                                    PersistentVolumeClaim in the same namespace.
+                                    More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#persistentvolumeclaims
+                                  properties:
+                                    claimName:
+                                      description: |-
+                                        claimName is the name of a PersistentVolumeClaim in the same namespace as the pod using this volume.
+                                        More info: https://kubernetes.io/docs/concepts/storage/persistent-volumes#persistentvolumeclaims
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly Will force the ReadOnly setting in VolumeMounts.
+                                        Default false.
+                                      type: boolean
+                                  required:
+                                  - claimName
+                                  type: object
+                                photonPersistentDisk:
+                                  description: photonPersistentDisk represents a PhotonController
+                                    persistent disk attached and mounted on kubelets
+                                    host machine
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                      type: string
+                                    pdID:
+                                      description: pdID is the ID that identifies
+                                        Photon Controller persistent disk
+                                      type: string
+                                  required:
+                                  - pdID
+                                  type: object
+                                portworxVolume:
+                                  description: portworxVolume represents a portworx
+                                    volume attached and mounted on kubelets host machine
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fSType represents the filesystem type to mount
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs". Implicitly inferred to be "ext4" if unspecified.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    volumeID:
+                                      description: volumeID uniquely identifies a
+                                        Portworx volume
+                                      type: string
+                                  required:
+                                  - volumeID
+                                  type: object
+                                projected:
+                                  description: projected items for all in one resources
+                                    secrets, configmaps, and downward API
+                                  properties:
+                                    defaultMode:
+                                      description: |-
+                                        defaultMode are the mode bits used to set permissions on created files by default.
+                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                        Directories within the path are not affected by this setting.
+                                        This might be in conflict with other options that affect the file
+                                        mode, like fsGroup, and the result can be other mode bits set.
+                                      format: int32
+                                      type: integer
+                                    sources:
+                                      description: sources is the list of volume projections
+                                      items:
+                                        description: Projection that may be projected
+                                          along with other supported volume types
+                                        properties:
+                                          clusterTrustBundle:
+                                            description: |-
+                                              ClusterTrustBundle allows a pod to access the `.spec.trustBundle` field
+                                              of ClusterTrustBundle objects in an auto-updating file.
+
+
+                                              Alpha, gated by the ClusterTrustBundleProjection feature gate.
+
+
+                                              ClusterTrustBundle objects can either be selected by name, or by the
+                                              combination of signer name and a label selector.
+
+
+                                              Kubelet performs aggressive normalization of the PEM contents written
+                                              into the pod filesystem.  Esoteric PEM features such as inter-block
+                                              comments and block headers are stripped.  Certificates are deduplicated.
+                                              The ordering of certificates within the file is arbitrary, and Kubelet
+                                              may change the order over time.
+                                            properties:
+                                              labelSelector:
+                                                description: |-
+                                                  Select all ClusterTrustBundles that match this label selector.  Only has
+                                                  effect if signerName is set.  Mutually-exclusive with name.  If unset,
+                                                  interpreted as "match nothing".  If set but empty, interpreted as "match
+                                                  everything".
+                                                properties:
+                                                  matchExpressions:
+                                                    description: matchExpressions
+                                                      is a list of label selector
+                                                      requirements. The requirements
+                                                      are ANDed.
+                                                    items:
+                                                      description: |-
+                                                        A label selector requirement is a selector that contains values, a key, and an operator that
+                                                        relates the key and values.
+                                                      properties:
+                                                        key:
+                                                          description: key is the
+                                                            label key that the selector
+                                                            applies to.
+                                                          type: string
+                                                        operator:
+                                                          description: |-
+                                                            operator represents a key's relationship to a set of values.
+                                                            Valid operators are In, NotIn, Exists and DoesNotExist.
+                                                          type: string
+                                                        values:
+                                                          description: |-
+                                                            values is an array of string values. If the operator is In or NotIn,
+                                                            the values array must be non-empty. If the operator is Exists or DoesNotExist,
+                                                            the values array must be empty. This array is replaced during a strategic
+                                                            merge patch.
+                                                          items:
+                                                            type: string
+                                                          type: array
+                                                      required:
+                                                      - key
+                                                      - operator
+                                                      type: object
+                                                    type: array
+                                                  matchLabels:
+                                                    additionalProperties:
+                                                      type: string
+                                                    description: |-
+                                                      matchLabels is a map of {key,value} pairs. A single {key,value} in the matchLabels
+                                                      map is equivalent to an element of matchExpressions, whose key field is "key", the
+                                                      operator is "In", and the values array contains only "value". The requirements are ANDed.
+                                                    type: object
+                                                type: object
+                                                x-kubernetes-map-type: atomic
+                                              name:
+                                                description: |-
+                                                  Select a single ClusterTrustBundle by object name.  Mutually-exclusive
+                                                  with signerName and labelSelector.
+                                                type: string
+                                              optional:
+                                                description: |-
+                                                  If true, don't block pod startup if the referenced ClusterTrustBundle(s)
+                                                  aren't available.  If using name, then the named ClusterTrustBundle is
+                                                  allowed not to exist.  If using signerName, then the combination of
+                                                  signerName and labelSelector is allowed to match zero
+                                                  ClusterTrustBundles.
+                                                type: boolean
+                                              path:
+                                                description: Relative path from the
+                                                  volume root to write the bundle.
+                                                type: string
+                                              signerName:
+                                                description: |-
+                                                  Select all ClusterTrustBundles that match this signer name.
+                                                  Mutually-exclusive with name.  The contents of all selected
+                                                  ClusterTrustBundles will be unified and deduplicated.
+                                                type: string
+                                            required:
+                                            - path
+                                            type: object
+                                          configMap:
+                                            description: configMap information about
+                                              the configMap data to project
+                                            properties:
+                                              items:
+                                                description: |-
+                                                  items if unspecified, each key-value pair in the Data field of the referenced
+                                                  ConfigMap will be projected into the volume as a file whose name is the
+                                                  key and content is the value. If specified, the listed keys will be
+                                                  projected into the specified paths, and unlisted keys will not be
+                                                  present. If a key is specified which is not present in the ConfigMap,
+                                                  the volume setup will error unless it is marked optional. Paths must be
+                                                  relative and may not contain the '..' path or start with '..'.
+                                                items:
+                                                  description: Maps a string key to
+                                                    a path within a volume.
+                                                  properties:
+                                                    key:
+                                                      description: key is the key
+                                                        to project.
+                                                      type: string
+                                                    mode:
+                                                      description: |-
+                                                        mode is Optional: mode bits used to set permissions on this file.
+                                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                                        If not specified, the volume defaultMode will be used.
+                                                        This might be in conflict with other options that affect the file
+                                                        mode, like fsGroup, and the result can be other mode bits set.
+                                                      format: int32
+                                                      type: integer
+                                                    path:
+                                                      description: |-
+                                                        path is the relative path of the file to map the key to.
+                                                        May not be an absolute path.
+                                                        May not contain the path element '..'.
+                                                        May not start with the string '..'.
+                                                      type: string
+                                                  required:
+                                                  - key
+                                                  - path
+                                                  type: object
+                                                type: array
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: optional specify whether
+                                                  the ConfigMap or its keys must be
+                                                  defined
+                                                type: boolean
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          downwardAPI:
+                                            description: downwardAPI information about
+                                              the downwardAPI data to project
+                                            properties:
+                                              items:
+                                                description: Items is a list of DownwardAPIVolume
+                                                  file
+                                                items:
+                                                  description: DownwardAPIVolumeFile
+                                                    represents information to create
+                                                    the file containing the pod field
+                                                  properties:
+                                                    fieldRef:
+                                                      description: 'Required: Selects
+                                                        a field of the pod: only annotations,
+                                                        labels, name and namespace
+                                                        are supported.'
+                                                      properties:
+                                                        apiVersion:
+                                                          description: Version of
+                                                            the schema the FieldPath
+                                                            is written in terms of,
+                                                            defaults to "v1".
+                                                          type: string
+                                                        fieldPath:
+                                                          description: Path of the
+                                                            field to select in the
+                                                            specified API version.
+                                                          type: string
+                                                      required:
+                                                      - fieldPath
+                                                      type: object
+                                                      x-kubernetes-map-type: atomic
+                                                    mode:
+                                                      description: |-
+                                                        Optional: mode bits used to set permissions on this file, must be an octal value
+                                                        between 0000 and 0777 or a decimal value between 0 and 511.
+                                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                                        If not specified, the volume defaultMode will be used.
+                                                        This might be in conflict with other options that affect the file
+                                                        mode, like fsGroup, and the result can be other mode bits set.
+                                                      format: int32
+                                                      type: integer
+                                                    path:
+                                                      description: 'Required: Path
+                                                        is  the relative path name
+                                                        of the file to be created.
+                                                        Must not be absolute or contain
+                                                        the ''..'' path. Must be utf-8
+                                                        encoded. The first item of
+                                                        the relative path must not
+                                                        start with ''..'''
+                                                      type: string
+                                                    resourceFieldRef:
+                                                      description: |-
+                                                        Selects a resource of the container: only resources limits and requests
+                                                        (limits.cpu, limits.memory, requests.cpu and requests.memory) are currently supported.
+                                                      properties:
+                                                        containerName:
+                                                          description: 'Container
+                                                            name: required for volumes,
+                                                            optional for env vars'
+                                                          type: string
+                                                        divisor:
+                                                          anyOf:
+                                                          - type: integer
+                                                          - type: string
+                                                          description: Specifies the
+                                                            output format of the exposed
+                                                            resources, defaults to
+                                                            "1"
+                                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                          x-kubernetes-int-or-string: true
+                                                        resource:
+                                                          description: 'Required:
+                                                            resource to select'
+                                                          type: string
+                                                      required:
+                                                      - resource
+                                                      type: object
+                                                      x-kubernetes-map-type: atomic
+                                                  required:
+                                                  - path
+                                                  type: object
+                                                type: array
+                                            type: object
+                                          secret:
+                                            description: secret information about
+                                              the secret data to project
+                                            properties:
+                                              items:
+                                                description: |-
+                                                  items if unspecified, each key-value pair in the Data field of the referenced
+                                                  Secret will be projected into the volume as a file whose name is the
+                                                  key and content is the value. If specified, the listed keys will be
+                                                  projected into the specified paths, and unlisted keys will not be
+                                                  present. If a key is specified which is not present in the Secret,
+                                                  the volume setup will error unless it is marked optional. Paths must be
+                                                  relative and may not contain the '..' path or start with '..'.
+                                                items:
+                                                  description: Maps a string key to
+                                                    a path within a volume.
+                                                  properties:
+                                                    key:
+                                                      description: key is the key
+                                                        to project.
+                                                      type: string
+                                                    mode:
+                                                      description: |-
+                                                        mode is Optional: mode bits used to set permissions on this file.
+                                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                                        YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                                        If not specified, the volume defaultMode will be used.
+                                                        This might be in conflict with other options that affect the file
+                                                        mode, like fsGroup, and the result can be other mode bits set.
+                                                      format: int32
+                                                      type: integer
+                                                    path:
+                                                      description: |-
+                                                        path is the relative path of the file to map the key to.
+                                                        May not be an absolute path.
+                                                        May not contain the path element '..'.
+                                                        May not start with the string '..'.
+                                                      type: string
+                                                  required:
+                                                  - key
+                                                  - path
+                                                  type: object
+                                                type: array
+                                              name:
+                                                description: |-
+                                                  Name of the referent.
+                                                  More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                                  TODO: Add other useful fields. apiVersion, kind, uid?
+                                                type: string
+                                              optional:
+                                                description: optional field specify
+                                                  whether the Secret or its key must
+                                                  be defined
+                                                type: boolean
+                                            type: object
+                                            x-kubernetes-map-type: atomic
+                                          serviceAccountToken:
+                                            description: serviceAccountToken is information
+                                              about the serviceAccountToken data to
+                                              project
+                                            properties:
+                                              audience:
+                                                description: |-
+                                                  audience is the intended audience of the token. A recipient of a token
+                                                  must identify itself with an identifier specified in the audience of the
+                                                  token, and otherwise should reject the token. The audience defaults to the
+                                                  identifier of the apiserver.
+                                                type: string
+                                              expirationSeconds:
+                                                description: |-
+                                                  expirationSeconds is the requested duration of validity of the service
+                                                  account token. As the token approaches expiration, the kubelet volume
+                                                  plugin will proactively rotate the service account token. The kubelet will
+                                                  start trying to rotate the token if the token is older than 80 percent of
+                                                  its time to live or if the token is older than 24 hours.Defaults to 1 hour
+                                                  and must be at least 10 minutes.
+                                                format: int64
+                                                type: integer
+                                              path:
+                                                description: |-
+                                                  path is the path relative to the mount point of the file to project the
+                                                  token into.
+                                                type: string
+                                            required:
+                                            - path
+                                            type: object
+                                        type: object
+                                      type: array
+                                  type: object
+                                quobyte:
+                                  description: quobyte represents a Quobyte mount
+                                    on the host that shares a pod's lifetime
+                                  properties:
+                                    group:
+                                      description: |-
+                                        group to map volume access to
+                                        Default is no group
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the Quobyte volume to be mounted with read-only permissions.
+                                        Defaults to false.
+                                      type: boolean
+                                    registry:
+                                      description: |-
+                                        registry represents a single or multiple Quobyte Registry services
+                                        specified as a string as host:port pair (multiple entries are separated with commas)
+                                        which acts as the central registry for volumes
+                                      type: string
+                                    tenant:
+                                      description: |-
+                                        tenant owning the given Quobyte volume in the Backend
+                                        Used with dynamically provisioned Quobyte volumes, value is set by the plugin
+                                      type: string
+                                    user:
+                                      description: |-
+                                        user to map volume access to
+                                        Defaults to serivceaccount user
+                                      type: string
+                                    volume:
+                                      description: volume is a string that references
+                                        an already created Quobyte volume by name.
+                                      type: string
+                                  required:
+                                  - registry
+                                  - volume
+                                  type: object
+                                rbd:
+                                  description: |-
+                                    rbd represents a Rados Block Device mount on the host that shares a pod's lifetime.
+                                    More info: https://examples.k8s.io/volumes/rbd/README.md
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type of the volume that you want to mount.
+                                        Tip: Ensure that the filesystem type is supported by the host operating system.
+                                        Examples: "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#rbd
+                                        TODO: how do we prevent errors in the filesystem from compromising the machine
+                                      type: string
+                                    image:
+                                      description: |-
+                                        image is the rados image name.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      type: string
+                                    keyring:
+                                      description: |-
+                                        keyring is the path to key ring for RBDUser.
+                                        Default is /etc/ceph/keyring.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      type: string
+                                    monitors:
+                                      description: |-
+                                        monitors is a collection of Ceph monitors.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      items:
+                                        type: string
+                                      type: array
+                                    pool:
+                                      description: |-
+                                        pool is the rados pool name.
+                                        Default is rbd.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly here will force the ReadOnly setting in VolumeMounts.
+                                        Defaults to false.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      type: boolean
+                                    secretRef:
+                                      description: |-
+                                        secretRef is name of the authentication secret for RBDUser. If provided
+                                        overrides keyring.
+                                        Default is nil.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    user:
+                                      description: |-
+                                        user is the rados user name.
+                                        Default is admin.
+                                        More info: https://examples.k8s.io/volumes/rbd/README.md#how-to-use-it
+                                      type: string
+                                  required:
+                                  - image
+                                  - monitors
+                                  type: object
+                                scaleIO:
+                                  description: scaleIO represents a ScaleIO persistent
+                                    volume attached and mounted on Kubernetes nodes.
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs".
+                                        Default is "xfs".
+                                      type: string
+                                    gateway:
+                                      description: gateway is the host address of
+                                        the ScaleIO API Gateway.
+                                      type: string
+                                    protectionDomain:
+                                      description: protectionDomain is the name of
+                                        the ScaleIO Protection Domain for the configured
+                                        storage.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly Defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    secretRef:
+                                      description: |-
+                                        secretRef references to the secret for ScaleIO user and other
+                                        sensitive information. If this is not provided, Login operation will fail.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    sslEnabled:
+                                      description: sslEnabled Flag enable/disable
+                                        SSL communication with Gateway, default false
+                                      type: boolean
+                                    storageMode:
+                                      description: |-
+                                        storageMode indicates whether the storage for a volume should be ThickProvisioned or ThinProvisioned.
+                                        Default is ThinProvisioned.
+                                      type: string
+                                    storagePool:
+                                      description: storagePool is the ScaleIO Storage
+                                        Pool associated with the protection domain.
+                                      type: string
+                                    system:
+                                      description: system is the name of the storage
+                                        system as configured in ScaleIO.
+                                      type: string
+                                    volumeName:
+                                      description: |-
+                                        volumeName is the name of a volume already created in the ScaleIO system
+                                        that is associated with this volume source.
+                                      type: string
+                                  required:
+                                  - gateway
+                                  - secretRef
+                                  - system
+                                  type: object
+                                secret:
+                                  description: |-
+                                    secret represents a secret that should populate this volume.
+                                    More info: https://kubernetes.io/docs/concepts/storage/volumes#secret
+                                  properties:
+                                    defaultMode:
+                                      description: |-
+                                        defaultMode is Optional: mode bits used to set permissions on created files by default.
+                                        Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                        YAML accepts both octal and decimal values, JSON requires decimal values
+                                        for mode bits. Defaults to 0644.
+                                        Directories within the path are not affected by this setting.
+                                        This might be in conflict with other options that affect the file
+                                        mode, like fsGroup, and the result can be other mode bits set.
+                                      format: int32
+                                      type: integer
+                                    items:
+                                      description: |-
+                                        items If unspecified, each key-value pair in the Data field of the referenced
+                                        Secret will be projected into the volume as a file whose name is the
+                                        key and content is the value. If specified, the listed keys will be
+                                        projected into the specified paths, and unlisted keys will not be
+                                        present. If a key is specified which is not present in the Secret,
+                                        the volume setup will error unless it is marked optional. Paths must be
+                                        relative and may not contain the '..' path or start with '..'.
+                                      items:
+                                        description: Maps a string key to a path within
+                                          a volume.
+                                        properties:
+                                          key:
+                                            description: key is the key to project.
+                                            type: string
+                                          mode:
+                                            description: |-
+                                              mode is Optional: mode bits used to set permissions on this file.
+                                              Must be an octal value between 0000 and 0777 or a decimal value between 0 and 511.
+                                              YAML accepts both octal and decimal values, JSON requires decimal values for mode bits.
+                                              If not specified, the volume defaultMode will be used.
+                                              This might be in conflict with other options that affect the file
+                                              mode, like fsGroup, and the result can be other mode bits set.
+                                            format: int32
+                                            type: integer
+                                          path:
+                                            description: |-
+                                              path is the relative path of the file to map the key to.
+                                              May not be an absolute path.
+                                              May not contain the path element '..'.
+                                              May not start with the string '..'.
+                                            type: string
+                                        required:
+                                        - key
+                                        - path
+                                        type: object
+                                      type: array
+                                    optional:
+                                      description: optional field specify whether
+                                        the Secret or its keys must be defined
+                                      type: boolean
+                                    secretName:
+                                      description: |-
+                                        secretName is the name of the secret in the pod's namespace to use.
+                                        More info: https://kubernetes.io/docs/concepts/storage/volumes#secret
+                                      type: string
+                                  type: object
+                                storageos:
+                                  description: storageOS represents a StorageOS volume
+                                    attached and mounted on Kubernetes nodes.
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is the filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        readOnly defaults to false (read/write). ReadOnly here will force
+                                        the ReadOnly setting in VolumeMounts.
+                                      type: boolean
+                                    secretRef:
+                                      description: |-
+                                        secretRef specifies the secret to use for obtaining the StorageOS API
+                                        credentials.  If not specified, default values will be attempted.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the referent.
+                                            More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names
+                                            TODO: Add other useful fields. apiVersion, kind, uid?
+                                          type: string
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    volumeName:
+                                      description: |-
+                                        volumeName is the human-readable name of the StorageOS volume.  Volume
+                                        names are only unique within a namespace.
+                                      type: string
+                                    volumeNamespace:
+                                      description: |-
+                                        volumeNamespace specifies the scope of the volume within StorageOS.  If no
+                                        namespace is specified then the Pod's namespace will be used.  This allows the
+                                        Kubernetes name scoping to be mirrored within StorageOS for tighter integration.
+                                        Set VolumeName to any name to override the default behaviour.
+                                        Set to "default" if you are not using namespaces within StorageOS.
+                                        Namespaces that do not pre-exist within StorageOS will be created.
+                                      type: string
+                                  type: object
+                                vsphereVolume:
+                                  description: vsphereVolume represents a vSphere
+                                    volume attached and mounted on kubelets host machine
+                                  properties:
+                                    fsType:
+                                      description: |-
+                                        fsType is filesystem type to mount.
+                                        Must be a filesystem type supported by the host operating system.
+                                        Ex. "ext4", "xfs", "ntfs". Implicitly inferred to be "ext4" if unspecified.
+                                      type: string
+                                    storagePolicyID:
+                                      description: storagePolicyID is the storage
+                                        Policy Based Management (SPBM) profile ID
+                                        associated with the StoragePolicyName.
+                                      type: string
+                                    storagePolicyName:
+                                      description: storagePolicyName is the storage
+                                        Policy Based Management (SPBM) profile name.
+                                      type: string
+                                    volumePath:
+                                      description: volumePath is the path that identifies
+                                        vSphere volume vmdk
+                                      type: string
+                                  required:
+                                  - volumePath
+                                  type: object
+                              required:
+                              - name
+                              type: object
+                            type: array
+                        required:
+                        - containers
+                        type: object
+                    type: object
+                  ttlSecondsAfterFinished:
+                    description: |-
+                      ttlSecondsAfterFinished limits the lifetime of a Job that has finished
+                      execution (either Complete or Failed). If this field is set,
+                      ttlSecondsAfterFinished after the Job finishes, it is eligible to be
+                      automatically deleted. When the Job is being deleted, its lifecycle
+                      guarantees (e.g. finalizers) will be honored. If this field is unset,
+                      the Job won't be automatically deleted. If this field is set to zero,
+                      the Job becomes eligible to be deleted immediately after it finishes.
+                    format: int32
+                    type: integer
+                required:
+                - template
+                type: object
+              maxReplicaCount:
+                format: int32
+                type: integer
+              minReplicaCount:
+                format: int32
+                type: integer
+              pollingInterval:
+                format: int32
+                type: integer
+              rollout:
+                description: Rollout defines the strategy for job rollouts
+                properties:
+                  propagationPolicy:
+                    type: string
+                  strategy:
+                    type: string
+                type: object
+              rolloutStrategy:
+                type: string
+              scalingStrategy:
+                description: ScalingStrategy defines the strategy of Scaling
+                properties:
+                  customScalingQueueLengthDeduction:
+                    format: int32
+                    type: integer
+                  customScalingRunningJobPercentage:
+                    type: string
+                  multipleScalersCalculation:
+                    type: string
+                  pendingPodConditions:
+                    items:
+                      type: string
+                    type: array
+                  strategy:
+                    type: string
+                type: object
+              successfulJobsHistoryLimit:
+                format: int32
+                type: integer
+              triggers:
+                items:
+                  description: ScaleTriggers reference the scaler that will be used
+                  properties:
+                    authenticationRef:
+                      description: |-
+                        AuthenticationRef points to the TriggerAuthentication or ClusterTriggerAuthentication object that
+                        is used to authenticate the scaler with the environment
+                      properties:
+                        kind:
+                          description: Kind of the resource being referred to. Defaults
+                            to TriggerAuthentication.
+                          type: string
+                        name:
+                          type: string
+                      required:
+                      - name
+                      type: object
+                    metadata:
+                      additionalProperties:
+                        type: string
+                      type: object
+                    name:
+                      type: string
+                    type:
+                      type: string
+                    useCachedMetrics:
+                      type: boolean
+                  required:
+                  - metadata
+                  - type
+                  type: object
+                type: array
+            required:
+            - jobTargetRef
+            - triggers
+            type: object
+          status:
+            description: ScaledJobStatus defines the observed state of ScaledJob
+            properties:
+              Paused:
+                type: string
+              conditions:
+                description: Conditions an array representation to store multiple
+                  Conditions
+                items:
+                  description: Condition to store the condition state
+                  properties:
+                    message:
+                      description: A human readable message indicating details about
+                        the transition.
+                      type: string
+                    reason:
+                      description: The reason for the condition's last transition.
+                      type: string
+                    status:
+                      description: Status of the condition, one of True, False, Unknown.
+                      type: string
+                    type:
+                      description: Type of condition
+                      type: string
+                  required:
+                  - status
+                  - type
+                  type: object
+                type: array
+              lastActiveTime:
+                format: date-time
+                type: string
+            type: object
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/crds/crd-scaledobjects.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.14.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: scaledobjects.keda.sh
+spec:
+  group: keda.sh
+  names:
+    kind: ScaledObject
+    listKind: ScaledObjectList
+    plural: scaledobjects
+    shortNames:
+    - so
+    singular: scaledobject
+  scope: Namespaced
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .status.scaleTargetKind
+      name: ScaleTargetKind
+      type: string
+    - jsonPath: .spec.scaleTargetRef.name
+      name: ScaleTargetName
+      type: string
+    - jsonPath: .spec.minReplicaCount
+      name: Min
+      type: integer
+    - jsonPath: .spec.maxReplicaCount
+      name: Max
+      type: integer
+    - jsonPath: .status.conditions[?(@.type=="Ready")].status
+      name: Ready
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Active")].status
+      name: Active
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Fallback")].status
+      name: Fallback
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Paused")].status
+      name: Paused
+      type: string
+    - jsonPath: .status.triggersTypes
+      name: Triggers
+      type: string
+    - jsonPath: .status.authenticationsTypes
+      name: Authentications
+      type: string
+    - jsonPath: .metadata.creationTimestamp
+      name: Age
+      type: date
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: ScaledObject is a specification for a ScaledObject resource
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: ScaledObjectSpec is the spec for a ScaledObject resource
+            properties:
+              advanced:
+                description: AdvancedConfig specifies advance scaling options
+                properties:
+                  horizontalPodAutoscalerConfig:
+                    description: HorizontalPodAutoscalerConfig specifies horizontal
+                      scale config
+                    properties:
+                      behavior:
+                        description: |-
+                          HorizontalPodAutoscalerBehavior configures the scaling behavior of the target
+                          in both Up and Down directions (scaleUp and scaleDown fields respectively).
+                        properties:
+                          scaleDown:
+                            description: |-
+                              scaleDown is scaling policy for scaling Down.
+                              If not set, the default value is to allow to scale down to minReplicas pods, with a
+                              300 second stabilization window (i.e., the highest recommendation for
+                              the last 300sec is used).
+                            properties:
+                              policies:
+                                description: |-
+                                  policies is a list of potential scaling polices which can be used during scaling.
+                                  At least one policy must be specified, otherwise the HPAScalingRules will be discarded as invalid
+                                items:
+                                  description: HPAScalingPolicy is a single policy
+                                    which must hold true for a specified past interval.
+                                  properties:
+                                    periodSeconds:
+                                      description: |-
+                                        periodSeconds specifies the window of time for which the policy should hold true.
+                                        PeriodSeconds must be greater than zero and less than or equal to 1800 (30 min).
+                                      format: int32
+                                      type: integer
+                                    type:
+                                      description: type is used to specify the scaling
+                                        policy.
+                                      type: string
+                                    value:
+                                      description: |-
+                                        value contains the amount of change which is permitted by the policy.
+                                        It must be greater than zero
+                                      format: int32
+                                      type: integer
+                                  required:
+                                  - periodSeconds
+                                  - type
+                                  - value
+                                  type: object
+                                type: array
+                                x-kubernetes-list-type: atomic
+                              selectPolicy:
+                                description: |-
+                                  selectPolicy is used to specify which policy should be used.
+                                  If not set, the default value Max is used.
+                                type: string
+                              stabilizationWindowSeconds:
+                                description: |-
+                                  stabilizationWindowSeconds is the number of seconds for which past recommendations should be
+                                  considered while scaling up or scaling down.
+                                  StabilizationWindowSeconds must be greater than or equal to zero and less than or equal to 3600 (one hour).
+                                  If not set, use the default values:
+                                  - For scale up: 0 (i.e. no stabilization is done).
+                                  - For scale down: 300 (i.e. the stabilization window is 300 seconds long).
+                                format: int32
+                                maximum: 3600
+                                minimum: 0
+                                type: integer
+                            type: object
+                          scaleUp:
+                            description: |-
+                              scaleUp is scaling policy for scaling Up.
+                              If not set, the default value is the higher of:
+                                * increase no more than 4 pods per 60 seconds
+                                * double the number of pods per 60 seconds
+                              No stabilization is used.
+                            properties:
+                              policies:
+                                description: |-
+                                  policies is a list of potential scaling polices which can be used during scaling.
+                                  At least one policy must be specified, otherwise the HPAScalingRules will be discarded as invalid
+                                items:
+                                  description: HPAScalingPolicy is a single policy
+                                    which must hold true for a specified past interval.
+                                  properties:
+                                    periodSeconds:
+                                      description: |-
+                                        periodSeconds specifies the window of time for which the policy should hold true.
+                                        PeriodSeconds must be greater than zero and less than or equal to 1800 (30 min).
+                                      format: int32
+                                      type: integer
+                                    type:
+                                      description: type is used to specify the scaling
+                                        policy.
+                                      type: string
+                                    value:
+                                      description: |-
+                                        value contains the amount of change which is permitted by the policy.
+                                        It must be greater than zero
+                                      format: int32
+                                      type: integer
+                                  required:
+                                  - periodSeconds
+                                  - type
+                                  - value
+                                  type: object
+                                type: array
+                                x-kubernetes-list-type: atomic
+                              selectPolicy:
+                                description: |-
+                                  selectPolicy is used to specify which policy should be used.
+                                  If not set, the default value Max is used.
+                                type: string
+                              stabilizationWindowSeconds:
+                                description: |-
+                                  stabilizationWindowSeconds is the number of seconds for which past recommendations should be
+                                  considered while scaling up or scaling down.
+                                  StabilizationWindowSeconds must be greater than or equal to zero and less than or equal to 3600 (one hour).
+                                  If not set, use the default values:
+                                  - For scale up: 0 (i.e. no stabilization is done).
+                                  - For scale down: 300 (i.e. the stabilization window is 300 seconds long).
+                                format: int32
+                                maximum: 3600
+                                minimum: 0
+                                type: integer
+                            type: object
+                        type: object
+                      name:
+                        type: string
+                    type: object
+                  restoreToOriginalReplicaCount:
+                    type: boolean
+                  scalingModifiers:
+                    description: ScalingModifiers describes advanced scaling logic
+                      options like formula
+                    properties:
+                      activationTarget:
+                        type: string
+                      formula:
+                        type: string
+                      metricType:
+                        description: |-
+                          MetricTargetType specifies the type of metric being targeted, and should be either
+                          "Value", "AverageValue", or "Utilization"
+                        type: string
+                      target:
+                        type: string
+                    type: object
+                type: object
+              cooldownPeriod:
+                format: int32
+                type: integer
+              fallback:
+                description: Fallback is the spec for fallback options
+                properties:
+                  failureThreshold:
+                    format: int32
+                    type: integer
+                  replicas:
+                    format: int32
+                    type: integer
+                required:
+                - failureThreshold
+                - replicas
+                type: object
+              idleReplicaCount:
+                format: int32
+                type: integer
+              initialCooldownPeriod:
+                format: int32
+                type: integer
+              maxReplicaCount:
+                format: int32
+                type: integer
+              minReplicaCount:
+                format: int32
+                type: integer
+              pollingInterval:
+                format: int32
+                type: integer
+              scaleTargetRef:
+                description: ScaleTarget holds the reference to the scale target Object
+                properties:
+                  apiVersion:
+                    type: string
+                  envSourceContainerName:
+                    type: string
+                  kind:
+                    type: string
+                  name:
+                    type: string
+                required:
+                - name
+                type: object
+              triggers:
+                items:
+                  description: ScaleTriggers reference the scaler that will be used
+                  properties:
+                    authenticationRef:
+                      description: |-
+                        AuthenticationRef points to the TriggerAuthentication or ClusterTriggerAuthentication object that
+                        is used to authenticate the scaler with the environment
+                      properties:
+                        kind:
+                          description: Kind of the resource being referred to. Defaults
+                            to TriggerAuthentication.
+                          type: string
+                        name:
+                          type: string
+                      required:
+                      - name
+                      type: object
+                    metadata:
+                      additionalProperties:
+                        type: string
+                      type: object
+                    metricType:
+                      description: |-
+                        MetricTargetType specifies the type of metric being targeted, and should be either
+                        "Value", "AverageValue", or "Utilization"
+                      type: string
+                    name:
+                      type: string
+                    type:
+                      type: string
+                    useCachedMetrics:
+                      type: boolean
+                  required:
+                  - metadata
+                  - type
+                  type: object
+                type: array
+            required:
+            - scaleTargetRef
+            - triggers
+            type: object
+          status:
+            description: ScaledObjectStatus is the status for a ScaledObject resource
+            properties:
+              compositeScalerName:
+                type: string
+              conditions:
+                description: Conditions an array representation to store multiple
+                  Conditions
+                items:
+                  description: Condition to store the condition state
+                  properties:
+                    message:
+                      description: A human readable message indicating details about
+                        the transition.
+                      type: string
+                    reason:
+                      description: The reason for the condition's last transition.
+                      type: string
+                    status:
+                      description: Status of the condition, one of True, False, Unknown.
+                      type: string
+                    type:
+                      description: Type of condition
+                      type: string
+                  required:
+                  - status
+                  - type
+                  type: object
+                type: array
+              externalMetricNames:
+                items:
+                  type: string
+                type: array
+              health:
+                additionalProperties:
+                  description: HealthStatus is the status for a ScaledObject's health
+                  properties:
+                    numberOfFailures:
+                      format: int32
+                      type: integer
+                    status:
+                      description: HealthStatusType is an indication of whether the
+                        health status is happy or failing
+                      type: string
+                  type: object
+                type: object
+              hpaName:
+                type: string
+              lastActiveTime:
+                format: date-time
+                type: string
+              originalReplicaCount:
+                format: int32
+                type: integer
+              pausedReplicaCount:
+                format: int32
+                type: integer
+              resourceMetricNames:
+                items:
+                  type: string
+                type: array
+              scaleTargetGVKR:
+                description: GroupVersionKindResource provides unified structure for
+                  schema.GroupVersionKind and Resource
+                properties:
+                  group:
+                    type: string
+                  kind:
+                    type: string
+                  resource:
+                    type: string
+                  version:
+                    type: string
+                required:
+                - group
+                - kind
+                - resource
+                - version
+                type: object
+              scaleTargetKind:
+                type: string
+            type: object
+        required:
+        - spec
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/crds/crd-triggerauthentications.yaml
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.14.0
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+  name: triggerauthentications.keda.sh
+spec:
+  group: keda.sh
+  names:
+    kind: TriggerAuthentication
+    listKind: TriggerAuthenticationList
+    plural: triggerauthentications
+    shortNames:
+    - ta
+    - triggerauth
+    singular: triggerauthentication
+  scope: Namespaced
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .spec.podIdentity.provider
+      name: PodIdentity
+      type: string
+    - jsonPath: .spec.secretTargetRef[*].name
+      name: Secret
+      type: string
+    - jsonPath: .spec.env[*].name
+      name: Env
+      type: string
+    - jsonPath: .spec.hashiCorpVault.address
+      name: VaultAddress
+      type: string
+    - jsonPath: .status.scaledobjects
+      name: ScaledObjects
+      priority: 1
+      type: string
+    - jsonPath: .status.scaledjobs
+      name: ScaledJobs
+      priority: 1
+      type: string
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: TriggerAuthentication defines how a trigger can authenticate
+        properties:
+          apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
+            type: string
+          kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: TriggerAuthenticationSpec defines the various ways to authenticate
+            properties:
+              awsSecretManager:
+                description: AwsSecretManager is used to authenticate using AwsSecretManager
+                properties:
+                  credentials:
+                    properties:
+                      accessKey:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      accessSecretKey:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      accessToken:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                    required:
+                    - accessKey
+                    - accessSecretKey
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  region:
+                    type: string
+                  secrets:
+                    items:
+                      properties:
+                        name:
+                          type: string
+                        parameter:
+                          type: string
+                        versionId:
+                          type: string
+                        versionStage:
+                          type: string
+                      required:
+                      - name
+                      - parameter
+                      type: object
+                    type: array
+                required:
+                - secrets
+                type: object
+              azureKeyVault:
+                description: AzureKeyVault is used to authenticate using Azure Key
+                  Vault
+                properties:
+                  cloud:
+                    properties:
+                      activeDirectoryEndpoint:
+                        type: string
+                      keyVaultResourceURL:
+                        type: string
+                      type:
+                        type: string
+                    required:
+                    - type
+                    type: object
+                  credentials:
+                    properties:
+                      clientId:
+                        type: string
+                      clientSecret:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                      tenantId:
+                        type: string
+                    required:
+                    - clientId
+                    - clientSecret
+                    - tenantId
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  secrets:
+                    items:
+                      properties:
+                        name:
+                          type: string
+                        parameter:
+                          type: string
+                        version:
+                          type: string
+                      required:
+                      - name
+                      - parameter
+                      type: object
+                    type: array
+                  vaultUri:
+                    type: string
+                required:
+                - secrets
+                - vaultUri
+                type: object
+              configMapTargetRef:
+                items:
+                  description: AuthConfigMapTargetRef is used to authenticate using
+                    a reference to a config map
+                  properties:
+                    key:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - key
+                  - name
+                  - parameter
+                  type: object
+                type: array
+              env:
+                items:
+                  description: |-
+                    AuthEnvironment is used to authenticate using environment variables
+                    in the destination ScaleTarget spec
+                  properties:
+                    containerName:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - name
+                  - parameter
+                  type: object
+                type: array
+              gcpSecretManager:
+                properties:
+                  credentials:
+                    properties:
+                      clientSecret:
+                        properties:
+                          valueFrom:
+                            properties:
+                              secretKeyRef:
+                                properties:
+                                  key:
+                                    type: string
+                                  name:
+                                    type: string
+                                required:
+                                - key
+                                - name
+                                type: object
+                            required:
+                            - secretKeyRef
+                            type: object
+                        required:
+                        - valueFrom
+                        type: object
+                    required:
+                    - clientSecret
+                    type: object
+                  podIdentity:
+                    description: |-
+                      AuthPodIdentity allows users to select the platform native identity
+                      mechanism
+                    properties:
+                      identityAuthorityHost:
+                        description: Set identityAuthorityHost to override the default
+                          Azure authority host. If this is set, then the IdentityTenantID
+                          must also be set
+                        type: string
+                      identityId:
+                        type: string
+                      identityOwner:
+                        description: IdentityOwner configures which identity has to
+                          be used during auto discovery, keda or the scaled workload.
+                          Mutually exclusive with roleArn
+                        enum:
+                        - keda
+                        - workload
+                        type: string
+                      identityTenantId:
+                        description: Set identityTenantId to override the default
+                          Azure tenant id. If this is set, then the IdentityID must
+                          also be set
+                        type: string
+                      provider:
+                        description: PodIdentityProvider contains the list of providers
+                        enum:
+                        - azure-workload
+                        - gcp
+                        - aws
+                        - aws-eks
+                        - none
+                        type: string
+                      roleArn:
+                        description: RoleArn sets the AWS RoleArn to be used. Mutually
+                          exclusive with IdentityOwner
+                        type: string
+                    required:
+                    - provider
+                    type: object
+                  secrets:
+                    items:
+                      properties:
+                        id:
+                          type: string
+                        parameter:
+                          type: string
+                        version:
+                          type: string
+                      required:
+                      - id
+                      - parameter
+                      type: object
+                    type: array
+                required:
+                - secrets
+                type: object
+              hashiCorpVault:
+                description: HashiCorpVault is used to authenticate using Hashicorp
+                  Vault
+                properties:
+                  address:
+                    type: string
+                  authentication:
+                    description: VaultAuthentication contains the list of Hashicorp
+                      Vault authentication methods
+                    type: string
+                  credential:
+                    description: Credential defines the Hashicorp Vault credentials
+                      depending on the authentication method
+                    properties:
+                      serviceAccount:
+                        type: string
+                      token:
+                        type: string
+                    type: object
+                  mount:
+                    type: string
+                  namespace:
+                    type: string
+                  role:
+                    type: string
+                  secrets:
+                    items:
+                      description: VaultSecret defines the mapping between the path
+                        of the secret in Vault to the parameter
+                      properties:
+                        key:
+                          type: string
+                        parameter:
+                          type: string
+                        path:
+                          type: string
+                        pkiData:
+                          properties:
+                            altNames:
+                              type: string
+                            commonName:
+                              type: string
+                            format:
+                              type: string
+                            ipSans:
+                              type: string
+                            otherSans:
+                              type: string
+                            ttl:
+                              type: string
+                            uriSans:
+                              type: string
+                          type: object
+                        type:
+                          description: VaultSecretType defines the type of vault secret
+                          type: string
+                      required:
+                      - key
+                      - parameter
+                      - path
+                      type: object
+                    type: array
+                required:
+                - address
+                - authentication
+                - secrets
+                type: object
+              podIdentity:
+                description: |-
+                  AuthPodIdentity allows users to select the platform native identity
+                  mechanism
+                properties:
+                  identityAuthorityHost:
+                    description: Set identityAuthorityHost to override the default
+                      Azure authority host. If this is set, then the IdentityTenantID
+                      must also be set
+                    type: string
+                  identityId:
+                    type: string
+                  identityOwner:
+                    description: IdentityOwner configures which identity has to be
+                      used during auto discovery, keda or the scaled workload. Mutually
+                      exclusive with roleArn
+                    enum:
+                    - keda
+                    - workload
+                    type: string
+                  identityTenantId:
+                    description: Set identityTenantId to override the default Azure
+                      tenant id. If this is set, then the IdentityID must also be
+                      set
+                    type: string
+                  provider:
+                    description: PodIdentityProvider contains the list of providers
+                    enum:
+                    - azure-workload
+                    - gcp
+                    - aws
+                    - aws-eks
+                    - none
+                    type: string
+                  roleArn:
+                    description: RoleArn sets the AWS RoleArn to be used. Mutually
+                      exclusive with IdentityOwner
+                    type: string
+                required:
+                - provider
+                type: object
+              secretTargetRef:
+                items:
+                  description: AuthSecretTargetRef is used to authenticate using a
+                    reference to a secret
+                  properties:
+                    key:
+                      type: string
+                    name:
+                      type: string
+                    parameter:
+                      type: string
+                  required:
+                  - key
+                  - name
+                  - parameter
+                  type: object
+                type: array
+            type: object
+          status:
+            description: TriggerAuthenticationStatus defines the observed state of
+              TriggerAuthentication
+            properties:
+              scaledjobs:
+                type: string
+              scaledobjects:
+                type: string
+            type: object
+        required:
+        - spec
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
+---
+# Source: keda/templates/manager/clusterrole.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - configmaps
+  - configmaps/status
+  - limitranges
+  - pods
+  - services
+  - serviceaccounts
+  verbs:
+  - get
+  - list
+  - watch
+- apiGroups:
+  - ""
+  resources:
+  - events
+  verbs:
+  - create
+  - patch
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  verbs:
+  - list
+  - watch
+- apiGroups:
+  - "*"
+  resources:
+  - "*/scale"
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - "*"
+  resources:
+  - "*"
+  verbs:
+  - get
+- apiGroups:
+  - apps
+  resources:
+  - deployments/scale
+  - statefulsets/scale
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - apps
+  resources:
+  - deployments
+  - statefulsets
+  verbs:
+  - get
+  - list
+  - watch
+- apiGroups:
+  - autoscaling
+  resources:
+  - horizontalpodautoscalers
+  verbs:
+  - create
+  - delete
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - batch
+  resources:
+  - jobs
+  verbs:
+  - create
+  - delete
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - eventing.keda.sh
+  resources:
+  - cloudeventsources
+  - cloudeventsources/status
+  - clustercloudeventsources
+  - clustercloudeventsources/status
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - keda.sh
+  resources:
+  - scaledjobs
+  - scaledjobs/finalizers
+  - scaledjobs/status
+  - scaledobjects
+  - scaledobjects/finalizers
+  - scaledobjects/status
+  - triggerauthentications
+  - triggerauthentications/status
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+---
+# Source: keda/templates/manager/minimal-rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-minimal-cluster-role    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-minimal-cluster-role
+rules:
+- apiGroups:
+  - keda.sh
+  resources:
+  - clustertriggerauthentications
+  - clustertriggerauthentications/status
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - admissionregistration.k8s.io
+  resources:
+  - validatingwebhookconfigurations
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - apiregistration.k8s.io
+  resources:
+  - apiservices
+  verbs:
+  - get
+  - list
+  - patch
+  - update
+  - watch
+---
+# Source: keda/templates/metrics-server/clusterrole.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-external-metrics-reader    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-external-metrics-reader
+rules:
+- apiGroups:
+  - external.metrics.k8s.io
+  resources:
+  - 'externalmetrics'
+  verbs:
+  - 'get'
+---
+# Source: keda/templates/webhooks/clusterrole.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-webhook    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-webhook
+rules:
+- apiGroups:
+  - autoscaling
+  resources:
+  - horizontalpodautoscalers
+  verbs:
+  - list
+  - watch
+- apiGroups:
+  - keda.sh
+  resources:
+  - scaledobjects
+  verbs:
+  - list
+  - watch
+- apiGroups:
+  - apps
+  resources:
+  - deployments
+  - statefulsets
+  verbs:
+  - get
+  - list
+  - watch
+- apiGroups:
+  - ""
+  resources:
+  - limitranges
+  verbs:
+  - list
+---
+# Source: keda/templates/manager/clusterrolebindings.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: keda-operator
+subjects:
+- kind: ServiceAccount
+  name: keda-operator
+  namespace: keda
+---
+# Source: keda/templates/manager/minimal-rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-minimal    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-minimal
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: keda-operator-minimal-cluster-role
+subjects:
+- kind: ServiceAccount
+  name: keda-operator
+  namespace: keda
+---
+# Source: keda/templates/metrics-server/clusterrolebinding.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-system-auth-delegator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-system-auth-delegator
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: system:auth-delegator
+subjects:
+- kind: ServiceAccount
+  name: keda-metrics-server
+  namespace: keda
+---
+# Source: keda/templates/metrics-server/clusterrolebinding.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-hpa-controller-external-metrics    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-hpa-controller-external-metrics
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: keda-operator-external-metrics-reader
+subjects:
+- kind: ServiceAccount
+  name: horizontal-pod-autoscaler
+  namespace: kube-system
+---
+# Source: keda/templates/webhooks/clusterrolebindings.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-webhook    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-webhook
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: keda-operator-webhook
+subjects:
+- kind: ServiceAccount
+  name: keda-webhook
+  namespace: keda
+---
+# Source: keda/templates/manager/minimal-rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-certs    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-certs
+  namespace: keda
+rules:
+- apiGroups:
+  - coordination.k8s.io
+  resources:
+  - leases
+  verbs:
+  - create
+  - delete
+  - get
+  - list
+  - patch
+  - update
+  - watch
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  verbs:
+  - get
+  resourceNames:
+  - "kedaorg-certs"
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  verbs:
+  - create
+  - update
+---
+# Source: keda/templates/manager/minimal-rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-certs    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-certs
+  namespace: keda
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: keda-operator-certs
+subjects:
+- kind: ServiceAccount
+  name: keda-operator
+  namespace: keda
+---
+# Source: keda/templates/metrics-server/clusterrolebinding.yaml
+# https://kubernetes.io/docs/tasks/extend-kubernetes/configure-aggregation-layer/#extension-apiserver-authenticates-the-request
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-auth-reader    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-auth-reader
+  namespace: kube-system
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: extension-apiserver-authentication-reader
+subjects:
+- kind: ServiceAccount
+  name: keda-metrics-server
+  namespace: keda
+---
+# Source: keda/templates/manager/service.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    prometheus.io/scrape: "true"
+    prometheus.io/port: "8080"
+    prometheus.io/path: "/metrics"
+  labels:
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator
+  namespace: keda
+spec:
+  ports:
+  - name: metricsservice
+    port: 9666
+    targetPort: 9666
+  - name: metrics
+    port: 8080
+    targetPort: 8080
+  selector:
+    app: keda-operator
+---
+# Source: keda/templates/metrics-server/service.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-operator-metrics-apiserver
+    app: keda-operator-metrics-apiserver    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-operator-metrics-apiserver
+  namespace: keda
+  annotations:
+    prometheus.io/scrape: "true"
+    prometheus.io/port: "8080"
+    prometheus.io/path: "/metrics"
+spec:
+  type: ClusterIP
+  ports:
+  - name: https
+    port: 443
+    targetPort: 6443
+    protocol: TCP
+    appProtocol: https
+  - name: metrics
+    port: 8080
+    targetPort: 8080
+    protocol: TCP
+  selector:
+    app: keda-operator-metrics-apiserver
+---
+# Source: keda/templates/webhooks/service.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    prometheus.io/scrape: "true"
+    prometheus.io/port: "8080"
+    prometheus.io/path: "/metrics"
+  labels:
+    app.kubernetes.io/name: keda-admission-webhooks    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-admission-webhooks
+  namespace: keda
+spec:
+  ports:
+  - name: https
+    port: 443
+    protocol: TCP
+    targetPort: 9443
+    appProtocol: https
+  - name: metrics
+    port: 8080
+    targetPort: 8080
+  selector:
+    app: keda-admission-webhooks
+---
+# Source: keda/templates/manager/deployment.yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: keda-operator
+  namespace: keda
+  labels:
+    app: keda-operator
+    name: keda-operator
+    app.kubernetes.io/name: keda-operator    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+spec:
+  revisionHistoryLimit: 10
+  replicas: 1
+  selector:
+    matchLabels:
+      app: keda-operator
+  template:
+    metadata:
+      labels:
+        app: keda-operator
+        name: keda-operator
+        app.kubernetes.io/name: keda-operator        
+        helm.sh/chart: keda-2.16.0
+        app.kubernetes.io/component: operator
+        app.kubernetes.io/managed-by: Helm
+        app.kubernetes.io/part-of: keda-operator
+        app.kubernetes.io/version: 2.16.0
+        app.kubernetes.io/instance: keda
+    spec:
+      serviceAccountName: keda-operator
+      automountServiceAccountToken: true
+      securityContext:
+        runAsNonRoot: true
+      containers:
+        - name: keda-operator
+          securityContext:
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+              - ALL
+            readOnlyRootFilesystem: true
+            seccompProfile:
+              type: RuntimeDefault
+          image: "ghcr.io/kedacore/keda:2.16.0"
+          command:
+          - "/keda"
+          args:
+          - "--leader-elect"
+          - "--disable-compression=true"
+          - "--zap-log-level=info"
+          - "--zap-encoder=console"
+          - "--zap-time-encoding=rfc3339"
+          - "--cert-dir=/certs"
+          - "--enable-cert-rotation=true"          
+          - "--cert-secret-name=kedaorg-certs"
+          - "--operator-service-name=keda-operator"
+          - "--metrics-server-service-name=keda-operator-metrics-apiserver"
+          - "--webhooks-service-name=keda-admission-webhooks"
+          - "--k8s-cluster-name=kubernetes-default"
+          - "--k8s-cluster-domain=cluster.local"
+          - "--enable-prometheus-metrics=true"
+          - "--metrics-bind-address=:8080"
+          imagePullPolicy: Always
+          livenessProbe:
+            httpGet:
+              path: /healthz
+              port: 8081
+            initialDelaySeconds: 25
+            periodSeconds: 10
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          readinessProbe:
+            httpGet:
+              path: /readyz
+              port: 8081
+            initialDelaySeconds: 20
+            periodSeconds: 3
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          ports:
+          - containerPort: 8080
+            name: metrics
+            protocol: TCP
+          - containerPort: 9666
+            name: metricsservice
+            protocol: TCP
+          env:
+            - name: WATCH_NAMESPACE
+              value: ""
+            - name: POD_NAME
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.name
+            - name: POD_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: OPERATOR_NAME
+              value: keda-operator
+            - name: KEDA_HTTP_DEFAULT_TIMEOUT
+              value: "3000"
+            - name: KEDA_HTTP_MIN_TLS_VERSION
+              value: TLS12
+          volumeMounts:         
+          - mountPath: /certs
+            name: certificates
+            readOnly: true
+          resources:
+            limits:
+              cpu: 1
+              memory: 1000Mi
+            requests:
+              cpu: 100m
+              memory: 100Mi
+      volumes:
+      - name: certificates
+        secret:
+          defaultMode: 420
+          secretName: kedaorg-certs
+          optional: true
+      nodeSelector:
+        kubernetes.io/os: linux
+---
+# Source: keda/templates/metrics-server/deployment.yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: keda-operator-metrics-apiserver
+  namespace: keda
+  labels:
+    app: keda-operator-metrics-apiserver
+    app.kubernetes.io/name: keda-operator-metrics-apiserver    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+spec:
+  revisionHistoryLimit: 10
+  replicas: 1
+  selector:
+    matchLabels:
+      app: keda-operator-metrics-apiserver
+  template:
+    metadata:
+      labels:
+        app: keda-operator-metrics-apiserver
+        app.kubernetes.io/name: keda-operator-metrics-apiserver        
+        helm.sh/chart: keda-2.16.0
+        app.kubernetes.io/component: operator
+        app.kubernetes.io/managed-by: Helm
+        app.kubernetes.io/part-of: keda-operator
+        app.kubernetes.io/version: 2.16.0
+        app.kubernetes.io/instance: keda
+      annotations:
+        prometheus.io/scrape: "true"
+        prometheus.io/port: "8080"
+    spec:
+      serviceAccountName: keda-metrics-server
+      automountServiceAccountToken: true
+      securityContext:
+        runAsNonRoot: true
+      containers:
+        - name: keda-operator-metrics-apiserver
+          securityContext:
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+              - ALL
+            readOnlyRootFilesystem: true
+            seccompProfile:
+              type: RuntimeDefault
+          image: "ghcr.io/kedacore/keda-metrics-apiserver:2.16.0"
+          imagePullPolicy: Always
+          livenessProbe:
+            httpGet:
+              path: /healthz
+              port: 6443
+              scheme: HTTPS
+            initialDelaySeconds: 5
+            periodSeconds: 10
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          readinessProbe:
+            httpGet:
+              path: /readyz
+              port: 6443
+              scheme: HTTPS
+            initialDelaySeconds: 5
+            periodSeconds: 3
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          env:
+            - name: WATCH_NAMESPACE
+              value: ""
+            - name: POD_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: KEDA_HTTP_DEFAULT_TIMEOUT
+              value: "3000"
+            - name: KEDA_HTTP_MIN_TLS_VERSION
+              value: TLS12
+          command:
+           - /keda-adapter
+          args:
+          - --port=8080
+          - --secure-port=6443
+          - --logtostderr=true
+          - --stderrthreshold=ERROR
+          - --disable-compression=true
+          - --metrics-service-address=keda-operator.keda.svc.cluster.local:9666
+          - --client-ca-file=/certs/ca.crt
+          - --tls-cert-file=/certs/tls.crt
+          - --tls-private-key-file=/certs/tls.key
+          - --cert-dir=/certs
+          - --v=0
+          ports:
+            - containerPort: 6443
+              name: https
+              protocol: TCP
+            - containerPort: 8080
+              name: metrics
+              protocol: TCP
+          volumeMounts:
+          - mountPath: /certs
+            name: certificates
+            readOnly: true
+          resources:
+            limits:
+              cpu: 1
+              memory: 1000Mi
+            requests:
+              cpu: 100m
+              memory: 100Mi
+      volumes:
+      - name: certificates
+        secret:
+          defaultMode: 420
+          secretName: kedaorg-certs
+      dnsPolicy: ClusterFirst
+      hostNetwork: false
+      nodeSelector:
+        kubernetes.io/os: linux
+---
+# Source: keda/templates/webhooks/deployment.yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: keda-admission-webhooks
+  namespace: keda
+  labels:
+    app: keda-admission-webhooks
+    name: keda-admission-webhooks
+    app.kubernetes.io/name: keda-admission-webhooks    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+spec:
+  revisionHistoryLimit: 10
+  replicas: 1
+  selector:
+    matchLabels:
+      app: keda-admission-webhooks
+  template:
+    metadata:
+      labels:
+        app: keda-admission-webhooks
+        name: keda-admission-webhooks
+        app.kubernetes.io/name: keda-admission-webhooks        
+        helm.sh/chart: keda-2.16.0
+        app.kubernetes.io/component: operator
+        app.kubernetes.io/managed-by: Helm
+        app.kubernetes.io/part-of: keda-operator
+        app.kubernetes.io/version: 2.16.0
+        app.kubernetes.io/instance: keda
+    spec:
+      serviceAccountName: keda-webhook
+      automountServiceAccountToken: true
+      securityContext:
+        runAsNonRoot: true
+      containers:
+        - name: keda-admission-webhooks
+          securityContext:
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+              - ALL
+            readOnlyRootFilesystem: true
+            seccompProfile:
+              type: RuntimeDefault
+          image: "ghcr.io/kedacore/keda-admission-webhooks:2.16.0"
+          command:
+          - /keda-admission-webhooks
+          args:
+          - "--zap-log-level=info"
+          - "--zap-encoder=console"
+          - "--zap-time-encoding=rfc3339"
+          - "--cert-dir=/certs"
+          - "--health-probe-bind-address=:8081"
+          - --metrics-bind-address=:8080
+          imagePullPolicy: Always
+          livenessProbe:
+            httpGet:
+              path: /healthz
+              port: 8081
+            initialDelaySeconds: 25
+            periodSeconds: 10
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          readinessProbe:
+            httpGet:
+              path: /readyz
+              port: 8081
+            initialDelaySeconds: 20
+            periodSeconds: 3
+            timeoutSeconds: 1
+            failureThreshold: 3
+            successThreshold: 1
+          ports:
+          - containerPort: 9443
+            name: http
+            protocol: TCP
+          - containerPort: 8080
+            name: metrics
+            protocol: TCP
+          env:
+            - name: WATCH_NAMESPACE
+              value: ""
+            - name: POD_NAME
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.name
+            - name: POD_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+          volumeMounts:
+          - mountPath: /certs
+            name: certificates
+            readOnly: true
+          resources:
+            limits:
+              cpu: 1
+              memory: 1000Mi
+            requests:
+              cpu: 100m
+              memory: 100Mi
+      volumes:
+      - name: certificates
+        secret:
+          defaultMode: 420
+          secretName: kedaorg-certs
+      hostNetwork: false
+      nodeSelector:
+        kubernetes.io/os: linux
+---
+# Source: keda/templates/metrics-server/apiservice.yaml
+apiVersion: apiregistration.k8s.io/v1
+kind: APIService
+metadata:
+  labels:
+    app.kubernetes.io/name: v1beta1.external.metrics.k8s.io    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: v1beta1.external.metrics.k8s.io
+spec:
+  service:
+    name: keda-operator-metrics-apiserver
+    namespace: keda
+    port: 443
+  group: external.metrics.k8s.io
+  version: v1beta1
+  groupPriorityMinimum: 100
+  versionPriority: 100
+---
+# Source: keda/templates/webhooks/validatingconfiguration.yaml
+apiVersion: admissionregistration.k8s.io/v1
+kind: ValidatingWebhookConfiguration
+metadata:
+  labels:
+    app.kubernetes.io/name: keda-admission-webhooks    
+    helm.sh/chart: keda-2.16.0
+    app.kubernetes.io/component: operator
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/part-of: keda-operator
+    app.kubernetes.io/version: 2.16.0
+    app.kubernetes.io/instance: keda
+  name: keda-admission
+webhooks:
+- admissionReviewVersions:
+  - v1
+  clientConfig:
+    service:
+      name: keda-admission-webhooks
+      namespace: keda
+      path: /validate-keda-sh-v1alpha1-scaledobject
+  failurePolicy: Ignore
+  matchPolicy: Equivalent
+  name: vscaledobject.kb.io
+  namespaceSelector: {}
+  objectSelector: {}
+  rules:
+  - apiGroups:
+    - keda.sh
+    apiVersions:
+    - v1alpha1
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - scaledobjects
+  sideEffects: None
+  timeoutSeconds: 10
+- admissionReviewVersions:
+  - v1
+  clientConfig:
+    service:
+      name: keda-admission-webhooks
+      namespace: keda
+      path: /validate-keda-sh-v1alpha1-triggerauthentication
+  failurePolicy: Ignore
+  matchPolicy: Equivalent
+  name: vstriggerauthentication.kb.io
+  namespaceSelector: {}
+  objectSelector: {}
+  rules:
+  - apiGroups:
+    - keda.sh
+    apiVersions:
+    - v1alpha1
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - triggerauthentications
+  sideEffects: None
+  timeoutSeconds: 10
+- admissionReviewVersions:
+  - v1
+  clientConfig:
+    service:
+      name: keda-admission-webhooks
+      namespace: keda
+      path: /validate-keda-sh-v1alpha1-clustertriggerauthentication
+  failurePolicy: Ignore
+  matchPolicy: Equivalent
+  name: vsclustertriggerauthentication.kb.io
+  namespaceSelector: {}
+  objectSelector: {}
+  rules:
+  - apiGroups:
+    - keda.sh
+    apiVersions:
+    - v1alpha1
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - clustertriggerauthentications
+  sideEffects: None
+  timeoutSeconds: 10
+
diff --git a/keda/tests/test_e2e.py b/keda/tests/test_e2e.py
new file mode 100644
index 0000000000000..088d4ae7cda7e
--- /dev/null
+++ b/keda/tests/test_e2e.py
@@ -0,0 +1,12 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import assert_service_checks
+
+
+def test_e2e_openmetrics_v2(dd_agent_check):
+    aggregator = dd_agent_check()
+
+    aggregator.assert_service_check('keda.openmetrics.health', ServiceCheck.OK, count=1)
+    assert_service_checks(aggregator)
diff --git a/keda/tests/test_unit.py b/keda/tests/test_unit.py
new file mode 100644
index 0000000000000..14c6e3e1124ee
--- /dev/null
+++ b/keda/tests/test_unit.py
@@ -0,0 +1,34 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import pytest
+
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import get_metadata_metrics
+from datadog_checks.keda import KedaCheck
+
+from .common import TEST_METRICS, get_fixture_path
+
+
+def test_check_mock_keda_openmetrics(dd_run_check, instance, aggregator, mock_http_response):
+    mock_http_response(file_path=get_fixture_path('keda_metrics.txt'))
+    check = KedaCheck('keda', {}, [instance])
+    dd_run_check(check)
+
+    for metric in TEST_METRICS:
+        aggregator.assert_metric(metric)
+        aggregator.assert_metric_has_tag(metric, 'test:tag')
+
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+    aggregator.assert_service_check('keda.openmetrics.health', ServiceCheck.OK)
+
+
+def test_empty_instance(dd_run_check):
+    with pytest.raises(
+        Exception,
+        match='The setting `openmetrics_endpoint` is required',
+    ):
+        check = KedaCheck('keda', {}, [{}])
+        dd_run_check(check)
diff --git a/kong/CHANGELOG.md b/kong/CHANGELOG.md
index 3ca927e03efe1..8af351bd063b1 100644
--- a/kong/CHANGELOG.md
+++ b/kong/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kong/changelog.d/18207.added b/kong/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kong/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kong/changelog.d/18580.removed b/kong/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kong/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kong/changelog.d/18617.fixed b/kong/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kong/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kong/datadog_checks/kong/__about__.py b/kong/datadog_checks/kong/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/kong/datadog_checks/kong/__about__.py
+++ b/kong/datadog_checks/kong/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/kube_apiserver_metrics/CHANGELOG.md b/kube_apiserver_metrics/CHANGELOG.md
index 7e7402f301f6a..f8c3e58842219 100644
--- a/kube_apiserver_metrics/CHANGELOG.md
+++ b/kube_apiserver_metrics/CHANGELOG.md
@@ -2,12 +2,31 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Added***:
+
+* Add the apiserver_admission_webhook_request_total metric ([#17690](https://github.com/DataDog/integrations-core/pull/17690))
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_apiserver_metrics/README.md b/kube_apiserver_metrics/README.md
index 989fc6dccffb1..3cf35467622b9 100644
--- a/kube_apiserver_metrics/README.md
+++ b/kube_apiserver_metrics/README.md
@@ -14,26 +14,107 @@ The Kube_apiserver_metrics check is included in the [Datadog Agent][3] package,
 
 ### Configuration
 
-The main use case to run the kube_apiserver_metrics check is as a Cluster Level Check.
-See the documentation for [Cluster Level Checks][4].
-You can annotate the service of your apiserver with the following:
+If your Kubernetes clusters have master nodes and is running a pod and container for the `kube-apiserver` image, the Datadog Agent [automatically discovers][8] this pod and configures the integration relative to its `kube_apiserver_metrics.d/auto_conf.yaml` file. 
+
+However, if you are using a managed Kubernetes distribution like GKE, EKS, or AKS you may not have a running `kube-apiserver` pod present for the Agent to discover. 
+
+In this case, you can setup the integration against the `kubernetes` Service in the `default` namespace.
+
+- The main use case to run the `kube_apiserver_metrics` check is as a [Cluster Level Check][4]. 
+- You can do this with [annotations on your service](#annotate-service), or by using a [local file](#local-file) through the Datadog Operator, Helm Chart or manually. 
+- To collect metrics, set the following parameters and values in an [Autodiscovery][8] template. 
+
+| Parameter         | Value                                                                 |
+|-------------------|-----------------------------------------------------------------------|
+| `<INTEGRATION_NAME>`| `["kube_apiserver_metrics"]`                                            |
+| `<INIT_CONFIG>`     | `[{}]`                                                                  |
+| `<INSTANCE_CONFIG>` | `[{"prometheus_url": "https://%%host%%:%%port%%/metrics"}]` |
+
+You can review all available configuration options in the [kube_apiserver_metrics.yaml][7].
+
+#### Annotate service
+
+You can annotate the kubernetes service in your `default` namespace with the following:
+
+{{< tabs >}}
+{{% tab "Annotations v2 (for Datadog Agent v7.36+)" %}}
+
+```yaml
+ad.datadoghq.com/endpoints.checks: |
+  {
+    "kube_apiserver_metrics": {
+      "instances": [
+        {
+          "prometheus_url": "https://%%host%%:%%port%%/metrics"
+        }
+      ]
+    }
+  } 
+
+```
+{{% /tab %}}
+{{% tab "Annotations v1 (for Datadog Agent < v7.36)" %}}
 
 ```yaml
 annotations:
   ad.datadoghq.com/endpoints.check_names: '["kube_apiserver_metrics"]'
   ad.datadoghq.com/endpoints.init_configs: '[{}]'
   ad.datadoghq.com/endpoints.instances:
-    '[{ "prometheus_url": "https://%%host%%:%%port%%/metrics", "bearer_token_auth": "true" }]'
+    '[{ "prometheus_url": "https://%%host%%:%%port%%/metrics"}]'
 ```
+{{% /tab %}}
+{{< /tabs >}}
 
 Then the Datadog Cluster Agent schedules the check(s) for each endpoint onto Datadog Agent(s). 
 
-You can also run the check by configuring the endpoints directly in the `kube_apiserver_metrics.d/conf.yaml` file, in the `conf.d/` folder at the root of your [Agent's configuration directory][5].
-You must add `cluster_check: true` to your [configuration file][6] when using a static configuration file or ConfigMap to configure cluster checks. See the [sample kube_apiserver_metrics.d/conf.yaml][7] for all available configuration options.
+#### Local file
+
+You can also run the check by configuring the endpoints directly in the `kube_apiserver_metrics.yaml` file, in the `conf.d/` folder at the root of your [Agent's configuration directory][5] to dispatch as a [Cluster Check][14].
+
+**Note**: You must add `cluster_check: true` to your configuration file if using a local file or ConfigMap to configure Cluster Checks.
+
+Provide a [configuration][13] to your Cluster Agent to setup a Cluster Check:
+
+{{< tabs >}} 
+{{% tab "Helm" %}}
+```yaml
+clusterAgent:
+  confd:
+    kube_apiserver_metrics.yaml: |-
+      advanced_ad_identifiers:
+        - kube_endpoints:
+            name: "kubernetes"
+            namespace: "default"
+      cluster_check: true
+      init_config:
+      instances:
+        - prometheus_url: "https://%%host%%:%%port%%/metrics"
+```
+{{% /tab %}}
+
+{{% tab "Operator" %}}
 
-By default the Agent running the check tries to get the service account bearer token to authenticate against the APIServer. If you are not using RBACs, set `bearer_token_auth` to `false`.
+```yaml
+spec:
+#(...)
+  override:
+    clusterAgent:
+      extraConfd:
+        configDataMap:
+          kube_apiserver_metrics.yaml: |-
+            advanced_ad_identifiers:
+              - kube_endpoints:
+                  name: "kubernetes"
+                  namespace: "default"
+            cluster_check: true
+            init_config:
+            instances:
+              - prometheus_url: "https://%%host%%:%%port%%/metrics"
+```
+{{% /tab %}}
+{{< /tabs >}}
 
-Finally, if you run the Datadog Agent on the master nodes, you can rely on [Autodiscovery][8] to schedule the check. It is automatic if you are running the official image `registry.k8s.io/kube-apiserver`.
+These configurations trigger the Agent to make a request to the `kubernetes` service in the `default` namespace at its defined Endpoint IP Addresses and defined port.
 
 ### Validation
 
@@ -68,3 +149,6 @@ Need help? Contact [Datadog support][11].
 [9]: https://docs.datadoghq.com/agent/faq/agent-commands/#agent-status-and-information
 [10]: https://github.com/DataDog/integrations-core/blob/master/kube_apiserver_metrics/metadata.csv
 [11]: https://docs.datadoghq.com/help/
+[12]: https://docs.datadoghq.com/containers/kubernetes/integrations/?tab=annotations
+[13]: https://docs.datadoghq.com/containers/cluster_agent/clusterchecks/?tab=helm#configuration-from-configuration-files
+[14]: https:docs.datadoghq.com//containers/cluster_agent/clusterchecks/?tab=datadogoperator#setting-up-check-configurations
diff --git a/kube_apiserver_metrics/changelog.d/17690.added b/kube_apiserver_metrics/changelog.d/17690.added
deleted file mode 100644
index 8db50c4db624f..0000000000000
--- a/kube_apiserver_metrics/changelog.d/17690.added
+++ /dev/null
@@ -1 +0,0 @@
-Add the apiserver_admission_webhook_request_total
diff --git a/kube_apiserver_metrics/changelog.d/18207.added b/kube_apiserver_metrics/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_apiserver_metrics/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_apiserver_metrics/changelog.d/18580.removed b/kube_apiserver_metrics/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_apiserver_metrics/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_apiserver_metrics/changelog.d/18617.fixed b/kube_apiserver_metrics/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_apiserver_metrics/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_apiserver_metrics/datadog_checks/kube_apiserver_metrics/__about__.py b/kube_apiserver_metrics/datadog_checks/kube_apiserver_metrics/__about__.py
index 59ccab2a77ff8..098562e5f2817 100644
--- a/kube_apiserver_metrics/datadog_checks/kube_apiserver_metrics/__about__.py
+++ b/kube_apiserver_metrics/datadog_checks/kube_apiserver_metrics/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/kube_controller_manager/CHANGELOG.md b/kube_controller_manager/CHANGELOG.md
index 3f217bbae6391..e7169db8de71c 100644
--- a/kube_controller_manager/CHANGELOG.md
+++ b/kube_controller_manager/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.1.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_controller_manager/changelog.d/18207.added b/kube_controller_manager/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_controller_manager/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_controller_manager/changelog.d/18580.removed b/kube_controller_manager/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_controller_manager/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_controller_manager/changelog.d/18617.fixed b/kube_controller_manager/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_controller_manager/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_controller_manager/datadog_checks/kube_controller_manager/__about__.py b/kube_controller_manager/datadog_checks/kube_controller_manager/__about__.py
index 83ebcac59b965..3134ece129a2d 100644
--- a/kube_controller_manager/datadog_checks/kube_controller_manager/__about__.py
+++ b/kube_controller_manager/datadog_checks/kube_controller_manager/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '6.0.0'
+__version__ = '7.0.0'
diff --git a/kube_dns/CHANGELOG.md b/kube_dns/CHANGELOG.md
index 9012bbef87562..576b386963dcb 100644
--- a/kube_dns/CHANGELOG.md
+++ b/kube_dns/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.4.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_dns/changelog.d/18207.added b/kube_dns/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_dns/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_dns/changelog.d/18580.removed b/kube_dns/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_dns/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_dns/changelog.d/18617.fixed b/kube_dns/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_dns/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_dns/datadog_checks/kube_dns/__about__.py b/kube_dns/datadog_checks/kube_dns/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/kube_dns/datadog_checks/kube_dns/__about__.py
+++ b/kube_dns/datadog_checks/kube_dns/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/kube_metrics_server/CHANGELOG.md b/kube_metrics_server/CHANGELOG.md
index fd9c0091ffe10..df967873766a5 100644
--- a/kube_metrics_server/CHANGELOG.md
+++ b/kube_metrics_server/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_metrics_server/changelog.d/18207.added b/kube_metrics_server/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_metrics_server/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_metrics_server/changelog.d/18580.removed b/kube_metrics_server/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_metrics_server/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_metrics_server/changelog.d/18617.fixed b/kube_metrics_server/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_metrics_server/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_metrics_server/datadog_checks/kube_metrics_server/__about__.py b/kube_metrics_server/datadog_checks/kube_metrics_server/__about__.py
index 78967d676d1af..59ccab2a77ff8 100644
--- a/kube_metrics_server/datadog_checks/kube_metrics_server/__about__.py
+++ b/kube_metrics_server/datadog_checks/kube_metrics_server/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/kube_proxy/CHANGELOG.md b/kube_proxy/CHANGELOG.md
index 0346624a4b205..85f498a299594 100644
--- a/kube_proxy/CHANGELOG.md
+++ b/kube_proxy/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_proxy/changelog.d/18207.added b/kube_proxy/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_proxy/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_proxy/changelog.d/18580.removed b/kube_proxy/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_proxy/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_proxy/changelog.d/18617.fixed b/kube_proxy/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_proxy/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_proxy/datadog_checks/kube_proxy/__about__.py b/kube_proxy/datadog_checks/kube_proxy/__about__.py
index 18882fdf3298a..90c94f7125939 100644
--- a/kube_proxy/datadog_checks/kube_proxy/__about__.py
+++ b/kube_proxy/datadog_checks/kube_proxy/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "7.0.0"
+__version__ = "8.0.0"
diff --git a/kube_scheduler/CHANGELOG.md b/kube_scheduler/CHANGELOG.md
index ad5240c54dfdc..73c70354de149 100644
--- a/kube_scheduler/CHANGELOG.md
+++ b/kube_scheduler/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.10.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kube_scheduler/changelog.d/18207.added b/kube_scheduler/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kube_scheduler/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kube_scheduler/changelog.d/18580.removed b/kube_scheduler/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kube_scheduler/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kube_scheduler/changelog.d/18617.fixed b/kube_scheduler/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kube_scheduler/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kube_scheduler/datadog_checks/kube_scheduler/__about__.py b/kube_scheduler/datadog_checks/kube_scheduler/__about__.py
index 59ccab2a77ff8..098562e5f2817 100644
--- a/kube_scheduler/datadog_checks/kube_scheduler/__about__.py
+++ b/kube_scheduler/datadog_checks/kube_scheduler/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/kubeflow/CHANGELOG.md b/kubeflow/CHANGELOG.md
index 5c3bf784bb7d8..c03eddc8fde89 100644
--- a/kubeflow/CHANGELOG.md
+++ b/kubeflow/CHANGELOG.md
@@ -2,7 +2,7 @@
 
 <!-- towncrier release notes start -->
 
-## 1.0.0 / 2024-10-04
+## 1.0.0 / 2024-10-04 / Agent 7.59.0
 
 ***Fixed***:
 
diff --git a/kubeflow/README.md b/kubeflow/README.md
index b801a22c3dedf..124c83c6b5f06 100644
--- a/kubeflow/README.md
+++ b/kubeflow/README.md
@@ -7,6 +7,10 @@ This check monitors [Kubeflow][1] through the Datadog Agent.
 
 ## Setup
 
+<div class="alert alert-warning">
+This integration is currently released in Preview mode. Its availability is subject to change in the future. 
+</div>
+
 Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
 
 ### Installation
@@ -118,8 +122,6 @@ The Kubeflow integration does not include any events.
 
 ### Service Checks
 
-The Kubeflow integration does not include any service checks.
-
 See [service_checks.json][8] for a list of service checks provided by this integration.
 
 ## Troubleshooting
diff --git a/kubeflow/assets/dashboards/overview.json b/kubeflow/assets/dashboards/overview.json
index b573e5f477156..333b5652c6a7c 100644
--- a/kubeflow/assets/dashboards/overview.json
+++ b/kubeflow/assets/dashboards/overview.json
@@ -94,7 +94,7 @@
                     {
                         "definition": {
                             "background_color": "pink",
-                            "content": "If many widgets are empty, you are using a version of Kubeflow that does not expose certain metrics. Refer to the metadata.csv file for metrics list. \n\nReach out to support to indicate version incompatibilities.",
+                            "content": "This integration is currently released in Preview mode. Its availability is subject to change in the future. \n\nIf many widgets are empty, you are using a version of Kubeflow that does not expose certain metrics. Refer to the metadata.csv file for metrics list. \n\nReach out to support to indicate version incompatibilities.",
                             "font_size": "14",
                             "has_padding": true,
                             "show_tick": true,
diff --git a/kubelet/CHANGELOG.md b/kubelet/CHANGELOG.md
index 775d3f73eb902..0f8d3df2a871b 100644
--- a/kubelet/CHANGELOG.md
+++ b/kubelet/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 8.0.0 / 2024-10-01
+## 9.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 8.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 7.13.2 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kubelet/changelog.d/18207.added b/kubelet/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kubelet/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kubelet/changelog.d/18580.removed b/kubelet/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kubelet/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kubelet/datadog_checks/kubelet/__about__.py b/kubelet/datadog_checks/kubelet/__about__.py
index 90c94f7125939..bcb3cbf62d881 100644
--- a/kubelet/datadog_checks/kubelet/__about__.py
+++ b/kubelet/datadog_checks/kubelet/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "8.0.0"
+__version__ = "9.0.0"
diff --git a/kubernetes_admission/CHANGELOG.md b/kubernetes_admission/CHANGELOG.md
new file mode 100644
index 0000000000000..dbea2f3aa5061
--- /dev/null
+++ b/kubernetes_admission/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Kubernetes Admission
+
+## 1.0.0 / 2024-11-06
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/kubernetes_admission/README.md b/kubernetes_admission/README.md
new file mode 100644
index 0000000000000..d4faa7acc48aa
--- /dev/null
+++ b/kubernetes_admission/README.md
@@ -0,0 +1,52 @@
+# Agent Check: Kubernetes Admission
+
+## Overview
+
+Kubernetes Admission will generate Datadog Events for Kubernetes Admission Requests.
+
+The Kubernetes Admission for Datadog's Cluster Agent offers an easy-to-deploy solution for tracking and monitoring Kubernetes Admission activity.
+By sending real-time Datadog Events for every request, it provides comprehensive visibility and enhances security.
+
+## Setup
+
+### Installation
+
+The Kubernetes Admission check is included in the [Datadog Agent][1] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+You can activate this feature by activating the `admission_controller_kubernetes_admission_events` setting.
+
+### Validation
+
+You can check the existence of the `kubernetes_admission_events` Validation Webhook using the following command:
+
+```shell
+kubectl describe validatingwebhookconfigurations.admissionregistration.k8s.io datadog-webhook
+```
+
+You should be able to see the `datadog.webhook.kubernetes.admission.events` webhook in the output.
+
+You can also check that the Datadog Events are being sent by looking at the `kubernetes_admission` events in the Datadog Event Stream.
+
+## Data Collected
+
+### Metrics
+
+Kubernetes Admission does not include any metrics.
+
+### Service Checks
+
+Kubernetes Admission does not include any service checks.
+
+### Events
+
+Kubernetes Admission creates `kubernetes_admission` events.
+
+## Support
+
+Need help? Contact [Datadog support][2].
+
+[1]: https://app.datadoghq.com/account/settings/agent/latest
+[2]: https://docs.datadoghq.com/help/
diff --git a/kubernetes_admission/assets/service_checks.json b/kubernetes_admission/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/kubernetes_admission/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/kubernetes_admission/manifest.json b/kubernetes_admission/manifest.json
new file mode 100644
index 0000000000000..ac26aaa9a1574
--- /dev/null
+++ b/kubernetes_admission/manifest.json
@@ -0,0 +1,43 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "6d009536-3383-4071-b45e-7771e0970cf4",
+  "app_id": "kubernetes-admission",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Provides visibility into Kubernetes Admission events, including deployments modifications from human users.",
+    "title": "Kubernetes Admission",
+    "media": [],
+    "classifier_tags": [
+      "Category::Containers",
+      "Category::Kubernetes",
+      "Offering::Integration",
+      "Submitted Data Type::Events",
+      "Supported OS::Linux",
+      "Supported OS::macOS",
+      "Supported OS::Windows"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "source_type_name": "Kubernetes Admission",
+      "events": {
+        "creates_events": true
+      },
+      "source_type_id": 31009687,
+      "auto_install": true,
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/kubernetes_cluster_autoscaler/CHANGELOG.md b/kubernetes_cluster_autoscaler/CHANGELOG.md
index 70c9f5eae6789..aec66b04cddeb 100644
--- a/kubernetes_cluster_autoscaler/CHANGELOG.md
+++ b/kubernetes_cluster_autoscaler/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kubernetes_cluster_autoscaler/changelog.d/18207.added b/kubernetes_cluster_autoscaler/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kubernetes_cluster_autoscaler/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kubernetes_cluster_autoscaler/changelog.d/18617.fixed b/kubernetes_cluster_autoscaler/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kubernetes_cluster_autoscaler/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kubernetes_cluster_autoscaler/datadog_checks/kubernetes_cluster_autoscaler/__about__.py b/kubernetes_cluster_autoscaler/datadog_checks/kubernetes_cluster_autoscaler/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/kubernetes_cluster_autoscaler/datadog_checks/kubernetes_cluster_autoscaler/__about__.py
+++ b/kubernetes_cluster_autoscaler/datadog_checks/kubernetes_cluster_autoscaler/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/kubernetes_state/CHANGELOG.md b/kubernetes_state/CHANGELOG.md
index 8fa6d0c66bd1b..9853802b31fea 100644
--- a/kubernetes_state/CHANGELOG.md
+++ b/kubernetes_state/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 9.0.0 / 2024-10-01
+## 10.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 9.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 8.1.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kubernetes_state/changelog.d/18207.added b/kubernetes_state/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kubernetes_state/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kubernetes_state/changelog.d/18580.removed b/kubernetes_state/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kubernetes_state/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kubernetes_state/changelog.d/18617.fixed b/kubernetes_state/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kubernetes_state/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kubernetes_state/datadog_checks/kubernetes_state/__about__.py b/kubernetes_state/datadog_checks/kubernetes_state/__about__.py
index d028d71da95d0..df32781dfa6d5 100644
--- a/kubernetes_state/datadog_checks/kubernetes_state/__about__.py
+++ b/kubernetes_state/datadog_checks/kubernetes_state/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '9.0.0'
+__version__ = '10.0.0'
diff --git a/kubernetes_state_core/README.md b/kubernetes_state_core/README.md
index 3550f6b26b699..ca0d16233572a 100644
--- a/kubernetes_state_core/README.md
+++ b/kubernetes_state_core/README.md
@@ -305,10 +305,10 @@ Need help? Contact [Datadog support][9].
 [1]: https://kubernetes.io/blog/2021/04/13/kube-state-metrics-v-2-0/
 [2]: #migration-from-kubernetes_state-to-kubernetes_state_core
 [3]: #data-collected
-[4]: /agent/cluster_agent/
+[4]: https://docs.datadoghq.com/agent/cluster_agent/
 [5]: https://github.com/DataDog/integrations-core/blob/master/kubernetes_state_core/metadata.csv
-[6]: /getting_started/tagging/unified_service_tagging/#configuration
+[6]: https://docs.datadoghq.com/getting_started/tagging/unified_service_tagging/#configuration
 [7]: https://github.com/DataDog/integrations-core/blob/master/kubernetes/assets/service_checks.json
-[8]: /agent/guide/agent-commands/#agent-status-and-information
-[9]: /help/
+[8]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[9]: https://docs.datadoghq.com/help/
 [10]: https://www.datadoghq.com/blog/engineering/our-journey-taking-kubernetes-state-metrics-to-the-next-level/
diff --git a/kubevirt_api/CHANGELOG.md b/kubevirt_api/CHANGELOG.md
index 41fab8d0f2a51..3b44ff67d362f 100644
--- a/kubevirt_api/CHANGELOG.md
+++ b/kubevirt_api/CHANGELOG.md
@@ -2,7 +2,7 @@
 
 <!-- towncrier release notes start -->
 
-## 1.0.0 / 2024-10-04
+## 1.0.0 / 2024-10-04 / Agent 7.59.0
 
 ***Added***:
 
diff --git a/kubevirt_api/README.md b/kubevirt_api/README.md
index 0abed8b00a418..bf5d8dd4c7dc4 100644
--- a/kubevirt_api/README.md
+++ b/kubevirt_api/README.md
@@ -1,5 +1,9 @@
 # Agent Check: KubeVirt API
 
+<div class="alert alert-warning">
+This integration is in public beta and should be enabled on production workloads with caution.
+</div>
+
 ## Overview
 
 This check monitors [KubeVirt API][1] through the Datadog Agent.
diff --git a/kubevirt_api/manifest.json b/kubevirt_api/manifest.json
index 68274dbad8c03..37a18199f5631 100644
--- a/kubevirt_api/manifest.json
+++ b/kubevirt_api/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "6b760149-4a9f-4ec7-a5bf-081fcd1d75b0",
   "app_id": "kubevirt-api",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/kubevirt_controller/CHANGELOG.md b/kubevirt_controller/CHANGELOG.md
index faadd0fcdb0fc..3139bc60579da 100644
--- a/kubevirt_controller/CHANGELOG.md
+++ b/kubevirt_controller/CHANGELOG.md
@@ -2,7 +2,7 @@
 
 <!-- towncrier release notes start -->
 
-## 1.0.0 / 2024-10-04
+## 1.0.0 / 2024-10-04 / Agent 7.59.0
 
 ***Added***:
 
diff --git a/kubevirt_controller/README.md b/kubevirt_controller/README.md
index e14ae467a20b4..7256e35676f67 100644
--- a/kubevirt_controller/README.md
+++ b/kubevirt_controller/README.md
@@ -1,5 +1,9 @@
 # Agent Check: KubeVirt Controller
 
+<div class="alert alert-warning">
+This integration is in public beta and should be enabled on production workloads with caution.
+</div>
+
 ## Overview
 
 This check monitors [KubeVirt Controller][1] through the Datadog Agent.
diff --git a/kubevirt_controller/manifest.json b/kubevirt_controller/manifest.json
index 552896c23a325..78398a784ec82 100644
--- a/kubevirt_controller/manifest.json
+++ b/kubevirt_controller/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "f213050d-a54c-4a72-bf51-e9290a7d050c",
   "app_id": "kubevirt-controller",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/kubevirt_handler/CHANGELOG.md b/kubevirt_handler/CHANGELOG.md
index efb69c7b7ace0..eb367ead79890 100644
--- a/kubevirt_handler/CHANGELOG.md
+++ b/kubevirt_handler/CHANGELOG.md
@@ -2,7 +2,13 @@
 
 <!-- towncrier release notes start -->
 
-## 1.0.0 / 2024-10-04
+## 1.0.1 / 2024-11-28
+
+***Fixed***:
+
+* Bump base package dependency to get fixed pyyaml. ([#19156](https://github.com/DataDog/integrations-core/pull/19156))
+
+## 1.0.0 / 2024-10-04 / Agent 7.59.0
 
 ***Added***:
 
diff --git a/kubevirt_handler/README.md b/kubevirt_handler/README.md
index 33908b202c1e4..fb246f07d1bc9 100644
--- a/kubevirt_handler/README.md
+++ b/kubevirt_handler/README.md
@@ -1,5 +1,9 @@
 # Agent Check: KubeVirt Handler
 
+<div class="alert alert-warning">
+This integration is in public beta and should be enabled on production workloads with caution.
+</div>
+
 ## Overview
 
 This check monitors [KubeVirt Handler][1] through the Datadog Agent.
diff --git a/kubevirt_handler/datadog_checks/kubevirt_handler/__about__.py b/kubevirt_handler/datadog_checks/kubevirt_handler/__about__.py
index acbfd1c866b84..e0db4e56d553f 100644
--- a/kubevirt_handler/datadog_checks/kubevirt_handler/__about__.py
+++ b/kubevirt_handler/datadog_checks/kubevirt_handler/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '1.0.0'
+__version__ = '1.0.1'
diff --git a/kubevirt_handler/manifest.json b/kubevirt_handler/manifest.json
index a9a0d6db1620c..d033d75c44e2b 100644
--- a/kubevirt_handler/manifest.json
+++ b/kubevirt_handler/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "751006a9-b87a-4f54-acc5-2886ec49073e",
   "app_id": "kubevirt-handler",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/kubevirt_handler/pyproject.toml b/kubevirt_handler/pyproject.toml
index 41884d9e03d39..696173f60ec65 100644
--- a/kubevirt_handler/pyproject.toml
+++ b/kubevirt_handler/pyproject.toml
@@ -29,7 +29,7 @@ classifiers = [
     "Topic :: System :: Monitoring",
 ]
 dependencies = [
-    "datadog-checks-base>=32.6.0",
+    "datadog-checks-base>=36.5.0",
 ]
 dynamic = [
     "version",
diff --git a/kyototycoon/CHANGELOG.md b/kyototycoon/CHANGELOG.md
index ec97b4e7e1a8b..484df0919e797 100644
--- a/kyototycoon/CHANGELOG.md
+++ b/kyototycoon/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/kyototycoon/changelog.d/18207.added b/kyototycoon/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kyototycoon/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kyototycoon/changelog.d/18580.removed b/kyototycoon/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/kyototycoon/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/kyototycoon/changelog.d/18617.fixed b/kyototycoon/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kyototycoon/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kyototycoon/datadog_checks/kyototycoon/__about__.py b/kyototycoon/datadog_checks/kyototycoon/__about__.py
index 742f0fd7b8754..c279597cccebb 100644
--- a/kyototycoon/datadog_checks/kyototycoon/__about__.py
+++ b/kyototycoon/datadog_checks/kyototycoon/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/kyverno/CHANGELOG.md b/kyverno/CHANGELOG.md
index b9af61afdf3d6..53af87b19b594 100644
--- a/kyverno/CHANGELOG.md
+++ b/kyverno/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.2 / 2024-07-31 / Agent 7.56.0
 
 ***Fixed***:
diff --git a/kyverno/changelog.d/18207.added b/kyverno/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/kyverno/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/kyverno/changelog.d/18617.fixed b/kyverno/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/kyverno/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/kyverno/datadog_checks/kyverno/__about__.py b/kyverno/datadog_checks/kyverno/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/kyverno/datadog_checks/kyverno/__about__.py
+++ b/kyverno/datadog_checks/kyverno/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/langchain/README.md b/langchain/README.md
index a8720219dc8d3..fff417a2aa1c1 100644
--- a/langchain/README.md
+++ b/langchain/README.md
@@ -1,52 +1,150 @@
 # LangChain
 
 ## Overview
+Monitor, troubleshoot, and evaluate your LLM-powered applications (e.g. chatbot, data extraction tool, etc) built using LangChain.
+
+Use LLM Observability to investigate the root cause of issues, monitor operational performance, and evaluate the quality, privacy, and safety of your LLM applications.
+
+See the [LLM Observability tracing view video](https://imgix.datadoghq.com/video/products/llm-observability/expedite-troubleshooting.mp4?fm=webm&fit=max) for an example of how you can investigate a trace.
 
 Get cost estimation, prompt and completion sampling, error tracking, performance metrics, and more out of [LangChain][1] Python library requests using Datadog metrics, APM, and logs.
 
 ## Setup
 
-### Installation
+### LLM Observability: Get end-to-end visibility into your LLM application using LangChain
+You can enable LLM Observability in different environments. Follow the appropriate setup based on your scenario:
+
+#### Installation for Python
+
+##### If you do not have the Datadog Agent:
+1. Install the `ddtrace` package:
+
+   ```shell
+   pip install ddtrace
+   ```
+
+2. Start your application with the following command, enabling Agentless mode:
+
+   ```shell
+    DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_AGENTLESS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <YOUR_APP>.py
+   ```
+
+##### If you already have the Datadog Agent installed:
+1. Make sure the Agent is running and that APM and StatsD are enabled. For example, use the following command with Docker:
+
+   ```shell
+   docker run -d \
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
+
+2. Install the `ddtrace` package if it isn't installed yet:
+
+   ```shell
+   pip install ddtrace
+   ```
+
+3. Start your application using the `ddtrace-run` command to automatically enable tracing:
+
+   ```shell
+     DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <YOUR_APP>.py
+   ```
+
+**Note**: If the Agent is running on a custom host or port, set `DD_AGENT_HOST` and `DD_TRACE_AGENT_PORT` accordingly.
+
+##### If you are running LLM Observability in a serverless environment (AWS Lambda):
+1. Install the **Datadog-Python** and **Datadog-Extension** Lambda layers as part of your AWS Lambda setup.
+2. Enable LLM Observability by setting the following environment variables:
+
+   ```shell
+    DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME>
+   ```
+
+**Note**: In serverless environments, Datadog automatically flushes spans when the Lambda function finishes running.
+
+##### Automatic LangChain Tracing
+
+LangChain integration is automatically enabled when LLM Observability is configured. This captures latency, errors, input/output messages, and token usage for LangChain operations.
+
+The following methods are traced for both synchronous and asynchronous LangChain operations:
+
+- LLMs: `llm.invoke()`, `llm.ainvoke()`
+- Chat Models: `chat_model.invoke()`, `chat_model.ainvoke()`
+- Chains/LCEL: `chain.invoke()`, `chain.ainvoke()`, `chain.batch()`, `chain.abatch()`
+- Embeddings: `OpenAIEmbeddings.embed_documents()`, `OpenAIEmbeddings.embed_query()`
+
+No additional setup is required for these methods.
+
+##### Validation
+
+Validate that LLM Observability is properly capturing spans by checking your application logs for successful span creation. You can also run the following command to check the status of the `ddtrace` integration:
+
+   ```shell
+   ddtrace-run --info
+   ```
+
+Look for the following message to confirm the setup:
+
+   ```
+   Agent error: None
+   ```
+
+##### Debugging
+If you encounter issues during setup, enable debug logging by passing the `--debug` flag:
+
+   ```shell
+   ddtrace-run --debug
+   ```
+
+This will display any errors related to data transmission or instrumentation, including issues with LangChain traces.
+
+### APM: Get Usage Metrics for your python Applications
 
 1. Enable APM and StatsD in your Datadog Agent. For example, in Docker:
 
-```
-docker run -d --cgroupns host \
-              --pid host \
-              -v /var/run/docker.sock:/var/run/docker.sock:ro \
-              -v /proc/:/host/proc/:ro \
-              -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
-              -e DD_API_KEY=<DATADOG_API_KEY> \
-              -p 127.0.0.1:8126:8126/tcp \
-              -p 127.0.0.1:8125:8125/udp \
-              -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
-              -e DD_APM_ENABLED=true \
-              gcr.io/datadoghq/agent:latest
-```
+   ```shell
+   docker run -d --cgroupns host \
+                 --pid host \
+                 -v /var/run/docker.sock:/var/run/docker.sock:ro \
+                 -v /proc/:/host/proc/:ro \
+                 -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+                 -e DD_API_KEY=<DATADOG_API_KEY> \
+                 -p 127.0.0.1:8126:8126/tcp \
+                 -p 127.0.0.1:8125:8125/udp \
+                 -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+                 -e DD_APM_ENABLED=true \
+                 gcr.io/datadoghq/agent:latest
+   ```
 
 2. Install the Datadog APM Python library.
 
-```
-pip install ddtrace>=1.17
-```
-
+   ```shell
+   pip install ddtrace>=1.17
+   ```
 
 3. Prefix your LangChain Python application command with `ddtrace-run`.
 
-```
-DD_SERVICE="my-service" DD_ENV="staging" DD_API_KEY=<DATADOG_API_KEY> ddtrace-run python <your-app>.py
-```
+   ```shell
+   DD_SERVICE="my-service" DD_ENV="staging" DD_API_KEY=<DATADOG_API_KEY> ddtrace-run python <your-app>.py
+   ```
 
 **Note**: If the Agent is using a non-default hostname or port, be sure to also set `DD_AGENT_HOST`, `DD_TRACE_AGENT_PORT`, or `DD_DOGSTATSD_PORT`.
 
 See the [APM Python library documentation][2] for more advanced usage.
 
-
-### Configuration
+#### Configuration
 
 See the [APM Python library documentation][3] for all the available configuration options.
 
-
 #### Log Prompt & Completion Sampling
 
 To enable log prompt and completion sampling, set the `DD_LANGCHAIN_LOGS_ENABLED=1` environment variable. By default, 10% of traced requests will emit logs containing the prompts and completions.
@@ -55,36 +153,35 @@ To adjust the log sample rate, see the [APM library documentation][3].
 
 **Note**: Logs submission requires `DD_API_KEY` to be specified when running `ddtrace-run`.
 
-
-### Validation
+#### Validation
 
 Validate that the APM Python library can communicate with your Agent using:
 
-```
-ddtrace-run --info
-```
+   ```shell
+   ddtrace-run --info
+   ```
 
 You should see the following output:
 
-```
-    Agent error: None
-```
+   ```
+       Agent error: None
+   ```
 
 #### Debug Logging
 
 Pass the `--debug` flag to `ddtrace-run` to enable debug logging.
 
-```
-ddtrace-run --debug
-```
+   ```shell
+   ddtrace-run --debug
+   ```
 
 This displays any errors sending data:
 
-```
-ERROR:ddtrace.internal.writer.writer:failed to send, dropping 1 traces to intake at http://localhost:8126/v0.5/traces after 3 retries ([Errno 61] Connection refused)
-WARNING:ddtrace.vendor.dogstatsd:Error submitting packet: [Errno 61] Connection refused, dropping the packet and closing the socket
-DEBUG:ddtrace.contrib._trace_utils_llm.py:sent 2 logs to 'http-intake.logs.datadoghq.com'
-```
+   ```
+   ERROR:ddtrace.internal.writer.writer:failed to send, dropping 1 traces to intake at http://localhost:8126/v0.5/traces after 3 retries ([Errno 61] Connection refused)
+   WARNING:ddtrace.vendor.dogstatsd:Error submitting packet: [Errno 61] Connection refused, dropping the packet and closing the socket
+   DEBUG:ddtrace.contrib._trace_utils_llm.py:sent 2 logs to 'http-intake.logs.datadoghq.com'
+   ```
 
 ## Data Collected
 
@@ -100,7 +197,6 @@ The LangChain integration does not include any events.
 
 The LangChain integration does not include any service checks.
 
-
 ## Troubleshooting
 
 Need help? Contact [Datadog support][5].
diff --git a/lastpass/README.md b/lastpass/README.md
index b73232f5557f3..dc66cfe5bada4 100644
--- a/lastpass/README.md
+++ b/lastpass/README.md
@@ -1,3 +1,5 @@
+# LastPass
+
 ## Overview
 
 [LastPass][1] is a password management solution that securely stores and manages passwords and other sensitive
@@ -10,23 +12,13 @@ reporting events, while out-of-the-box detection rules enhance detection and res
 
 ## Setup
 
-### Configuration
-
-#### Get config parameters of LastPass
-
-##### Account number
+### Generate API credentials in LastPass
 
 1. Log in to the [Admin Console](https://admin.lastpass.com/) with your email address and master password.
-2. On the **Dashboard** tab, click the profile email located in the top right corner to find the account number.
-3. Alternatively, you can find the account number by navigating to **Advanced** > **Enterprise API**.
-
-##### Provisioning hash
-
-1. Log in to the [Admin Console](https://admin.lastpass.com) with your email address and master password.
 2. Navigate to **Advanced** > **Enterprise API**.
-3. From there, you can create or reset a provisioning hash if you forgot it.
+3. Locate the account number and can create a provisioning hash.
 
-##### Time zone
+### Get Timezone of LastPass
 
 1. The options in the **Time Zone** dropdown menu are based on LastPass' time zone values.
 2. You must select the time zone that is configured in your LastPass account.
@@ -36,18 +28,18 @@ reporting events, while out-of-the-box detection rules enhance detection and res
     - Navigate to **Account Settings**.
     - Find the selected time zone under the **Account Information** section.
 
-#### Configure the LastPass and Datadog integration
 
-Configure the Datadog endpoint to forward LastPass logs to Datadog.
+### Connect your LastPass account to Datadog
+
+1. Add your account number, provisioning hash and time zone.  
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Account number|The account number of your registered LastPass account.|
+    |Provisioning hash|The provisioning hash secret of your registered account on LastPass.|
+    |Time zone|The time zone of your registered account on LastPass.|
 
-1. Navigate to `LastPass` integration on Datadog platform.
-2. Add your LastPass credentials.
+2. Click the **Save** button to save your settings.
 
-| LastPass Parameters | Description                                                          |
-|---------------------|----------------------------------------------------------------------|
-| Account number      | The account number of your registered LastPass account.              |
-| Provisioning hash   | The provisioning hash secret of your registered account on LastPass. |
-| Time zone           | The time zone of your registered account on LastPass                 |
 
 ## Data Collected
 
diff --git a/lastpass/assets/logs/lastpass.yaml b/lastpass/assets/logs/lastpass.yaml
index d842adb438fa3..05d34562563b4 100644
--- a/lastpass/assets/logs/lastpass.yaml
+++ b/lastpass/assets/logs/lastpass.yaml
@@ -139,7 +139,7 @@ pipeline:
           samples:
             - Testing_data
             - "VID: 8931324857103585383 to Testing_data"
-            - "'Testing_data' 'test@abc.com' 'Read only:no Admin:yes Hide PW:yes"
+            - "'Testing_data' 'test@abc.com' 'Read only:no Admin:yes Hide PW:yes'"
             - "'Testing_data' 'test@abc.com'"
             - "VID: 4364210409355695795"
           grok:
@@ -149,7 +149,7 @@ pipeline:
               \'%{notSpace:shared_folder.modified_user}\' \'Read
               only\:%{word:shared_folder.permissions.read_only}
               Admin\:%{word:shared_folder.permissions.is_admin} Hide
-              PW\:%{word:shared_folder.permissions.hide_password}
+              PW\:%{word:shared_folder.permissions.hide_password}\'
 
               move_to VID\: %{numberStr:shared_folder.VID} to %{greedyData:shared_folder.name}
 
diff --git a/lastpass/assets/logs/lastpass_tests.yaml b/lastpass/assets/logs/lastpass_tests.yaml
index 90ab9c1d541bd..d60c5718ba9c8 100644
--- a/lastpass/assets/logs/lastpass_tests.yaml
+++ b/lastpass/assets/logs/lastpass_tests.yaml
@@ -526,4 +526,44 @@ tests:
           "timestamp" : 1.722921377E12
         }
       tags:
-        - "source:LOGS_SOURCE"
\ No newline at end of file
+        - "source:LOGS_SOURCE"
+  - sample: |-
+      {
+          "Action" : "Update folder permissions",
+          "Username" : "abc@test.com",
+          "Time" : "2024-08-06 05:16:17",
+          "Data" : "'SF5' 'cdd@test.com' 'Read only:yes Admin:yes Hide PW:yes'",
+          "IP_Address" : "10.10.10.10",
+          "timestamp" : 1.722921377E12
+      }
+    result:
+      custom:
+        Data: "'SF5' 'cdd@test.com' 'Read only:yes Admin:yes Hide PW:yes'"
+        Time: "2024-08-06 05:16:17"
+        evt:
+          name: "Update folder permissions"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        shared_folder:
+          modified_user: "cdd@test.com"
+          name: "SF5"
+          permissions:
+            hide_password: "yes"
+            is_admin: "yes"
+            read_only: "yes"
+        timestamp: 1.722921377E12
+        usr:
+          name: "abc@test.com"
+      message: |-
+        {
+          "Action" : "Update folder permissions",
+          "Username" : "abc@test.com",
+          "Time" : "2024-08-06 05:16:17",
+          "Data" : "'SF5' 'cdd@test.com' 'Read only:yes Admin:yes Hide PW:yes'",
+          "IP_Address" : "10.10.10.10",
+          "timestamp" : 1.722921377E12
+        }
+      tags:
+       - "source:LOGS_SOURCE"
diff --git a/lastpass/images/lastpass_reporting_events_3.png b/lastpass/images/lastpass_reporting_events_3.png
index 9eadfc44f34bd..6dbcd46d59948 100644
Binary files a/lastpass/images/lastpass_reporting_events_3.png and b/lastpass/images/lastpass_reporting_events_3.png differ
diff --git a/lastpass/manifest.json b/lastpass/manifest.json
index bea88819dcd0d..e292bdd8e5199 100644
--- a/lastpass/manifest.json
+++ b/lastpass/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "74cf38da-74b5-487f-9b9b-0d01776d1fea",
   "app_id": "lastpass",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/lighttpd/CHANGELOG.md b/lighttpd/CHANGELOG.md
index 1a678d760afb7..c26809adc3230 100644
--- a/lighttpd/CHANGELOG.md
+++ b/lighttpd/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/lighttpd/changelog.d/18207.added b/lighttpd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/lighttpd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/lighttpd/changelog.d/18580.removed b/lighttpd/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/lighttpd/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/lighttpd/changelog.d/18617.fixed b/lighttpd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/lighttpd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/lighttpd/datadog_checks/lighttpd/__about__.py b/lighttpd/datadog_checks/lighttpd/__about__.py
index f81a9a356ff96..b033d7b5bb770 100644
--- a/lighttpd/datadog_checks/lighttpd/__about__.py
+++ b/lighttpd/datadog_checks/lighttpd/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "4.0.0"
+__version__ = "5.0.0"
diff --git a/lighttpd/tests/docker/auth/docker-compose.yaml b/lighttpd/tests/docker/auth/docker-compose.yaml
index dd252739371b7..925e39c935217 100644
--- a/lighttpd/tests/docker/auth/docker-compose.yaml
+++ b/lighttpd/tests/docker/auth/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.5'
-
 services:
   lighttpd:
     image: ${LIGHTTPD_IMAGE}
diff --git a/lighttpd/tests/docker/noauth/docker-compose.yaml b/lighttpd/tests/docker/noauth/docker-compose.yaml
index 9cfc5ab3db2da..c6f491db44207 100644
--- a/lighttpd/tests/docker/noauth/docker-compose.yaml
+++ b/lighttpd/tests/docker/noauth/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.5'
-
 services:
   lighttpd:
     image: ${LIGHTTPD_IMAGE}
@@ -8,4 +6,4 @@ services:
     volumes:
       - ./lighttpd.conf:/etc/lighttpd/lighttpd.conf
       - ${DD_LOG_1}:/var/log/lighttpd/access.log
-      - ${DD_LOG_2}:/var/log/lighttpd/error.log
\ No newline at end of file
+      - ${DD_LOG_2}:/var/log/lighttpd/error.log
diff --git a/linkerd/CHANGELOG.md b/linkerd/CHANGELOG.md
index 624d434b5488d..455bccecd15b7 100644
--- a/linkerd/CHANGELOG.md
+++ b/linkerd/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/linkerd/changelog.d/18207.added b/linkerd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/linkerd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/linkerd/changelog.d/18580.removed b/linkerd/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/linkerd/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/linkerd/changelog.d/18617.fixed b/linkerd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/linkerd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/linkerd/datadog_checks/linkerd/__about__.py b/linkerd/datadog_checks/linkerd/__about__.py
index be76f78423b5e..226921537e53d 100644
--- a/linkerd/datadog_checks/linkerd/__about__.py
+++ b/linkerd/datadog_checks/linkerd/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/linux_proc_extras/CHANGELOG.md b/linux_proc_extras/CHANGELOG.md
index 7bd5d084e6f15..5b3812622571f 100644
--- a/linux_proc_extras/CHANGELOG.md
+++ b/linux_proc_extras/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/linux_proc_extras/changelog.d/18207.added b/linux_proc_extras/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/linux_proc_extras/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/linux_proc_extras/changelog.d/18580.removed b/linux_proc_extras/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/linux_proc_extras/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/linux_proc_extras/changelog.d/18617.fixed b/linux_proc_extras/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/linux_proc_extras/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/linux_proc_extras/datadog_checks/linux_proc_extras/__about__.py b/linux_proc_extras/datadog_checks/linux_proc_extras/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/linux_proc_extras/datadog_checks/linux_proc_extras/__about__.py
+++ b/linux_proc_extras/datadog_checks/linux_proc_extras/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/mailchimp/README.md b/mailchimp/README.md
index 0493b4f58f535..063cb6da1935d 100644
--- a/mailchimp/README.md
+++ b/mailchimp/README.md
@@ -1,34 +1,59 @@
 # Mailchimp
 
 ## Overview
-[Mailchimp][1] is an all-in-one marketing platform designed to help businesses create, send, and analyze email campaigns. It offers tools for audience management, marketing automation, and insights to boost engagement and grow your business. With its user-friendly interface, businesses can easily design emails, manage subscribers, and track campaign performance.
+
+[Mailchimp][1] is an all-in-one marketing platform designed to help businesses create, send, and analyze email campaigns. It offers tools for audience management, marketing automation, and insights to boost engagement and grow your business. Businesses can design emails, manage subscribers, and track campaign performance.
+
+This integration ingests the following metrics:
+
+- Reports (metrics related to campaigns)
+- Lists/audience (metrics related to audiences)
+
+The Mailchimp integration collects metrics from campaigns and lists, directing them into Datadog for analysis. This integration provides insights including total campaigns, email performance, click-through rates, open rates, bounce rates, unsubscribes, and abuse reports. It features consolidated statistics for campaigns sent in the last 30 days, along with many additional metrics, all accessible through out-of-the-box dashboards.
 
 ## Setup
 
-### Configuration
+### Generate API credentials in Mailchimp
+
+1. Log in to your [Mailchimp account][2]. 
+2. Check the url for the Server prefix. It is the `xxxx`part of the url(eg: `https://xxxx.admin.mailchimp.com/`).
+3. Click on the profile icon and select Profile option.
+4. Navigate to the **Extras** tab and click on **API keys** from the Dropdown.
+5. Scroll down to the **Your API Keys** section and click **Create A Key**.
+6. Enter your preferred name for the API key and click on **Generate Key**. Your API key is now generated.
 
-!!! Add list of steps to set up this integration !!!
 
-### Validation
+### Connect your Mailchimp Account to Datadog
+
+1. Add your Marketing API Key and Server Prefix    
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Marketing API key|API key for your Mailchimp marketing account.|
+    |Server prefix|Server prefix (for example: us13) of the Mailchimp account.|
+
+2. Click the Save button to save your settings.
 
-!!! Add steps to validate integration is functioning as expected !!!
 
 ## Data Collected
 
 ### Metrics
 
-The Mailchimp integration collects and forwards Campaigns and Lists(Audiences) metrics to Datadog.
+The Mailchimp integration collects and forwards campaign and list (audience) metrics to Datadog.
+
+{{< get-metrics-from-git "mailchimp" >}}
 
 ### Service Checks
 
-Mailchimp does not include any service checks.
+The Mailchimp integration does not include any service checks.
 
 ### Events
 
-Mailchimp does not include any events.
+The Mailchimp integration does not include any events.
 
 ## Troubleshooting
-Need help? Contact [Datadog support][2].
 
-[1]: **LINK_TO_INTEGRATION_SITE**
-[2]: https://docs.datadoghq.com/help/
+Need help? Contact [Datadog support][3].
+
+[1]: https://mailchimp.com/
+[2]: https://login.mailchimp.com/
+[3]: https://docs.datadoghq.com/help/
diff --git a/mailchimp/assets/dashboards/mailchimp_audience.json b/mailchimp/assets/dashboards/mailchimp_audience.json
new file mode 100644
index 0000000000000..5802438051e4a
--- /dev/null
+++ b/mailchimp/assets/dashboards/mailchimp_audience.json
@@ -0,0 +1,656 @@
+{
+    "title": "Mailchimp -  Audiences",
+    "description": "",
+    "widgets": [
+        {
+            "id": 8941493771920024,
+            "definition": {
+                "type": "image",
+                "url": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcT2XxdAHl6OwmybeKmWlbGY1mz01aNF-KadbQ&s",
+                "url_dark_theme": "https://www.signpost.com/wp-content/uploads/2021/03/Mailchimp_Logo-Horizontal_White.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 3867952414448808,
+            "definition": {
+                "title": "Total Audiences (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.count{*}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_yellow"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 2577370023576594,
+            "definition": {
+                "title": "Avg Open Rate (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "avg:mailchimp.lists.open_rate{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 8591325840832338,
+            "definition": {
+                "type": "note",
+                "content": "Mailchimp is an all-in-one marketing platform that helps businesses create, send, and analyze email campaigns. It provides tools for audience management, marketing automation, and insights to drive engagement and grow your business.\n\nThis Mailchimp **Audience** Dashboard provides comprehensive insights, including total contacts, active contacts, total campaigns completed, unsubscribing information.\n\nFor more information, see the [Mailchimp Integration Documentation](https://docs.datadoghq.com/integrations/mailchimp/).\n",
+                "background_color": "gray",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "right",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 5031174173951340,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets show the latest metric values captured for each Audience.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "16",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "right",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 3,
+                "y": 2,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 7246398951405206,
+            "definition": {
+                "title": "Total Campaigns (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.campaign_count{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 2,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 2022827613769468,
+            "definition": {
+                "title": "Avg Click Rate  (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "avg:mailchimp.lists.click_rate{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 9,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 1083428137619484,
+            "definition": {
+                "title": "Total Unsubscriptions (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.unsubscribe_count{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "red_on_white"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 4,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 1901908941423366,
+            "definition": {
+                "title": "Total Active Contacts (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.member_count{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 4255179764756608,
+            "definition": {
+                "title": "Audiences Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "week",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Total Audience Members",
+                                "formula": "query1"
+                            },
+                            {
+                                "alias": "Active Audience Members",
+                                "formula": "query2"
+                            },
+                            {
+                                "alias": "Unsubscribe Members",
+                                "formula": "query3"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.total_contacts{$audience,$audience_id}"
+                            },
+                            {
+                                "name": "query2",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.member_count{$audience,$audience_id}"
+                            },
+                            {
+                                "name": "query3",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.unsubscribe_count{$audience,$audience_id}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "color_order": "shuffled",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 4,
+                "y": 6,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 5889273041389844,
+            "definition": {
+                "title": "Total Contacts (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.total_contacts{$audience,$audience_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 5349789520571192,
+            "definition": {
+                "title": "Audience Summary (Latest)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.total_contacts{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query2",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.list_rating{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query4",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.member_count{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query5",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.campaign_count{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query6",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.unsubscribe_count{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query9",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.open_rate{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "name": "query10",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.lists.click_rate{$audience,$audience_id} by {list_name,list_id}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Total Contacts",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": ">",
+                                        "value": 0,
+                                        "palette": "black_on_light_green"
+                                    }
+                                ],
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Ratings",
+                                "formula": "query2"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Active Contacts",
+                                "formula": "query4"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Campaigns",
+                                "formula": "query5"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Unsubscriptions",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": ">",
+                                        "value": 0,
+                                        "palette": "red_on_white"
+                                    }
+                                ],
+                                "formula": "query6"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Open Rate %",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": ">",
+                                        "value": 0,
+                                        "palette": "green_on_white"
+                                    }
+                                ],
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "query9"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Click Rate %",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "conditional_formats": [
+                                    {
+                                        "comparator": ">",
+                                        "value": 0,
+                                        "palette": "green_on_white"
+                                    }
+                                ],
+                                "formula": "query10"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "always"
+            },
+            "layout": {
+                "x": 0,
+                "y": 10,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "audience",
+            "prefix": "list_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "audience_id",
+            "prefix": "list_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/mailchimp/assets/dashboards/mailchimp_campaign.json b/mailchimp/assets/dashboards/mailchimp_campaign.json
new file mode 100644
index 0000000000000..eef0fb4a37903
--- /dev/null
+++ b/mailchimp/assets/dashboards/mailchimp_campaign.json
@@ -0,0 +1,1923 @@
+{
+    "title": "Mailchimp - Campaigns",
+    "description": "",
+    "widgets": [
+        {
+            "id": 7269144025338304,
+            "definition": {
+                "type": "image",
+                "url": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcT2XxdAHl6OwmybeKmWlbGY1mz01aNF-KadbQ&s",
+                "url_dark_theme": "https://www.signpost.com/wp-content/uploads/2021/03/Mailchimp_Logo-Horizontal_White.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": true,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 5767466155604808,
+            "definition": {
+                "title": "Campaign Monitors Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:mailchimp",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 6313935354679546,
+            "definition": {
+                "type": "note",
+                "content": "**Mailchimp** is an all-in-one marketing platform that helps businesses create, send, and analyze email campaigns. It provides tools for audience management, marketing automation, and insights to drive engagement and grow your business.\n\nThis Mailchimp **Campaign** Dashboard provides comprehensive insights, including total campaigns, email performance, click rates, open rates, bounce rates, unsubscriptions, and abuse reports, with latest metrics showcasing consolidated statistics for the campaigns sent in last 30 days.\n\nFor more information, see the [Mailchimp Integration Documentation](https://docs.datadoghq.com/integrations/mailchimp/).",
+                "background_color": "gray",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "right",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 6624839806670414,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets show the latest metric values captured for each campaign sent during the last 30 days.\n- Campaigns sent before 30 days will not tracked in the dashboard.\n\n\n**Tip**:\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "16",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "right",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 3,
+                "y": 2,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 1808881518882150,
+            "definition": {
+                "title": "Total Campaigns (Last 30 days)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.campaigns.count{*}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "custom_bg",
+                                "custom_bg_color": "#71c6ea"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 4240626142953546,
+            "definition": {
+                "title": "Email Sent (Last 30 days)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.campaigns.emails_sent{$campaign_title,$campaign_id,$audience,$audience_id,$campaign_type}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 9,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 6425641590319608,
+            "definition": {
+                "title": "Top Campaigns by Email Sent (Last 30 days)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.campaigns.emails_sent{$campaign_title,$campaign_id,$audience_id,$audience,$campaign_type} by {campaign_title}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 100,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Email Sent",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4281018966859162,
+            "definition": {
+                "title": "Email Sent by Type (Last 30 days)",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:mailchimp.campaigns.emails_sent{$campaign_title,$campaign_id,$audience_id,$audience,$campaign_type} by {campaign_type}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "semantic"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "inline"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 6,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4644526884571892,
+            "definition": {
+                "title": "Email Click Statistics",
+                "background_color": "vivid_yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5692327934652966,
+                        "definition": {
+                            "title": "Email Clicks (Last 30 days)",
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+                                                    "value": 0,
+                                                    "palette": "red_on_white"
+                                                }
+                                            ]
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 48,
+                "width": 12,
+                "height": 7
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "campaign_title",
+            "prefix": "campaign_title",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "campaign_id",
+            "prefix": "campaign_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "audience",
+            "prefix": "campaign_list_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "audience_id",
+            "prefix": "campaign_list_id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "campaign_type",
+            "prefix": "campaign_type",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/mailchimp/assets/mailchimp.svg b/mailchimp/assets/mailchimp.svg
new file mode 100644
index 0000000000000..5582b1358d73b
--- /dev/null
+++ b/mailchimp/assets/mailchimp.svg
@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg version="1.1" viewBox="0 0 2048 1146" width="1280" height="1280" xmlns="http://www.w3.org/2000/svg">
+<path transform="translate(0)" d="m0 0h2048v1146h-2048z" fill="#FEFEFE"/>
+<path transform="translate(240,302)" d="m0 0h18l12 3 10 5 13 12 12 12 5 6 6-2 16-7 21-7 23-5 13-1h10l18 2 12 4 10 6 7 6 6 10 4 9 1 5v10l-4 17-5 13-9 17-7 9-9 10-6 7 2 5 4 5 9 16 5 14 3 20 2 42 11 3 22 8 12 7 9 9 4 8 3 10v13l-6 15 1 8 5 16 6 5 6 3 6 10 2 7v17l-3 19-6 20-9 20-11 17-9 12-11 13-10 9-17 13-15 9-23 11-24 8-22 5-30 3h-25l-31-3-18-4-20-6-23-10-15-8-18-12-10-8-12-11-7-8-10-11-14-22-8-15-6-2-10-2-12-4-16-8-9-7-8-7-9-12-5-8-6-17-2-15 1-17 3-12 2-4-12-11-8-7-6-7-5-8-3-14v-14l3-17 9-27 8-16 9-17 11-17 12-17 16-20 11-13 18-20 10-10 8-7 15-13 14-11 15-11 21-13 16-8 15-6z" fill="#020202"/>
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+<path transform="translate(241,321)" d="m0 0h20l6 3 10 9 10 10 5 8-22 13-33 22-12 10-11 8-11 9-16 15-15 15-7 8-10 12-12 17-7 10-15 26-11 22-10 25-12 5-19 10-10 9-5 6-5-1v-2h-2l-14-16-4-9v-18l5-19 9-22 8-16 8-14 11-17 12-17 9-11 9-10 9-11 16-17 14-13 11-9 16-13 24-16 23-12 19-7z" fill="#FEFEFE"/>
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+<path transform="translate(941,509)" d="m0 0h19l14 2 13 5 10 6 6 5 7 10 7 15 4 19 1 9 1 22v41l-1 31-1 1h-31l-11-1-2-6-1-10v-26h-3l-2 5-6 12-8 10-10 9-11 6-10 4-14 1-11-2-16-8-10-9-7-9-3-12v-19l3-11 5-9 9-10 11-7 10-4 15-3 9-1h24l15 1-3-10-6-8-8-4h-20l-20 4-17 7-17 9h-2v-30l1-18 4-3 16-6 25-6z" fill="#020202"/>
+<path transform="translate(1267,509)" d="m0 0h18l20 2 21 7 10 6 1 1 1 56-5-2-17-8-12-3-7-1h-25l-13 4-8 6-6 10-1 10 4 10 7 8 8 4 12 2h15l17-3 16-6 14-7v52l-4 4-15 8-13 5-17 4h-19l-17-3-12-5-11-6-9-7-7-7-8-14-5-13-4-20v-22l3-17 4-13 8-13 9-10 10-7 16-8 12-3z" fill="#020202"/>
+<path transform="translate(1120,463)" d="m0 0h59v207l-1 5h-58z" fill="#020202"/>
+<path transform="translate(103,583)" d="m0 0h17l12 4 9 6 8 8 6 10 6 15 2 11v28l-3 11-5 10-9 10-10 5-4 1h-24l-12-4-11-7-12-11-9-14-4-9-2-9v-15l5-19 6-10 9-10 10-6 11-4z" fill="#FEFEFE"/>
+<path transform="translate(1588,513)" d="m0 0 2 1v35l-1 126h-58l-1-160 21 2h22l12-2z" fill="#020202"/>
+<path transform="translate(1042,514)" d="m0 0 30 3h10l19-2-1 160h-57z" fill="#020202"/>
+<path transform="translate(1949,558)" d="m0 0h12l8 4 6 8 3 8 1 5v32l-3 10-7 11-6 4h-12l-8-5-6-8-4-10-1-5v-27l4-12 6-9z" fill="#FEFEFE"/>
+<path transform="translate(1549,462)" d="m0 0h20l10 3 9 6 6 7 2 5v6l-6 8-8 7-16 4h-11l-16-3-6-4-6-7-3-6v-7l6-9 5-4 10-5z" fill="#020202"/>
+<path transform="translate(1062,462)" d="m0 0h19l12 4 9 7 4 6 1 4v7l-4 7-8 6-11 4-6 1h-11l-15-3-9-6-5-5-2-5v-8l4-7 7-6 10-5z" fill="#020202"/>
+<path transform="translate(318,395)" d="m0 0h8l1 3-6 7-1 3h9l20 3 18 7 2 4h-12l-18-2h-36l-25 3-26 8-19 8-15 8-14 9h-2l2-5 8-9 5-5 12-11 18-14 21-14 4-1v6l-6 12 12-7 15-6 20-6z" fill="#FEFEFE"/>
+<path transform="translate(105,605)" d="m0 0h9l9 3 7 6 5 10 1 3v7l-6 17-1 11 3 3 10 2-1 5-2 2h-10l-7-6-3-6-1-6 3-13v-14l-5-6-4-2h-11l-6 4-5 9-2 6-1 1h-5l-1-1v-9l4-10 4-6 7-7z" fill="#020202"/>
+<path transform="translate(938,608)" d="m0 0h26l1 2-5 10-11 12-12 6-3 1h-8l-6-3-5-6v-10l5-6 11-5z" fill="#FEFEFE"/>
+<path transform="translate(392,517)" d="m0 0h7l4 4 5 13 1 4v16l-3 4h-7l-4-4-4-7-3-15v-8l2-6z" fill="#020202"/>
+<path transform="translate(306,552)" d="m0 0h12l9 3 9 6 5 6v4l-4-1-8-4-10-3h-11l-19 5-5-1 1-4 4-4 13-6z" fill="#020202"/>
+<path transform="translate(318,574)" d="m0 0h10l10 6-1 3-18-1-6 4h-8l-1-4 3-3z" fill="#020202"/>
+<path transform="translate(373,583)" d="m0 0 6 1 7 6-1 5-4 3-6-2-6-5-1-4z" fill="#020202"/>
+<path transform="translate(404,570)" d="m0 0 5 2 2 5v7l-2 3h-6l-4-5 2-9z" fill="#020202"/>
+</svg>
diff --git a/mailchimp/assets/mailchimp_dark.svg b/mailchimp/assets/mailchimp_dark.svg
new file mode 100644
index 0000000000000..cd0875f1a0a7f
--- /dev/null
+++ b/mailchimp/assets/mailchimp_dark.svg
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg version="1.1" viewBox="0 0 2560 686" width="1280" height="1280" xmlns="http://www.w3.org/2000/svg">
+<path transform="translate(473,218)" d="m0 0 11 1 8 4 6 7 5 10 3 14 1 7 3 56 3 8 3 3 10 4 24 7 14 6 11 8 5 8 1 3v12l-4 10-8 10-10 9-16 10-16 8-14 6-15 5-26 6-22 3-8 1h-39l-18-2h-8l-9 3-6 4-6 8-3 7-1 5v15l3 10 6 9 7 6 10 6 13 5 17 4 10 1h27l19-2 20-4 21-6 24-10 14-8 11-8 10-8 1-2h2l2-4 3-4-18 11-15 8-29 12-28 8-24 4-12 1h-20l-18-2-19-5-12-6-5-4-4-5-3-10 2-1 25 6 16 2h27l15-2 17-5-4-1-15 1h-20l-22-2-21-4-16-5-2-1 1-6 7-6 4-1h11l16 2h39l26-3 29-6 24-8 19-8 18-10 13-9 5-2 6 17 3 12v5l9 1 7 6 2 6v11l-4 19-7 19-9 16-9 12-9 10-14 14-18 13-23 12-15 6-21 6-19 3-7 1h-28l-25-4-19-6-21-10-14-10-10-9-9-11-9-14-7-17-3-10-2-13v-29l4-20 6-17 9-16 7-9 8-10-1-5-4-6-12-14-9-11-6-10-6-15-2-8v-28l3-11 5-12 9-12 8-8 9-6 15-6 7-1h12l24 2h29l13-4 10-5 10-8 10-7 5-2zm0 60-5 5-1 11 3 16 5 12 3 3h12l2-5v-14l-3-14-4-9-5-5zm-101 41-8 2-12 6-5 4-3 6 1 1 9-1 15-4 13-1 16 4 12 5 2-1-1-5-7-8-14-7-6-1zm112 22-4 6v9l2 4 3 2h5l4-4 1-3v-8l-4-6zm-97 4-11 4-7 6-1 3 5 1 9-3 6-1h21l-1-5-8-4-4-1zm62 11-4 3v6l4 5 3 2h10l3-3v-6l-5-5-4-2z" fill="#fff"/>
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+<path transform="translate(1586,262)" d="m0 0h32l19 3 17 5 12 5 10 7 1 1v72l-4-1-21-10-21-6-16-2h-13l-15 3-9 4-6 4h-2l-2 4-5 8-2 7v9l2 8 4 7 9 8 10 4 9 2h27l18-4 15-6 19-10 3-1v69l-7 6-16 9-16 6-16 4-9 1h-25l-13-2-18-5-17-9-10-8-10-10-10-15-7-16-4-15-2-12v-37l3-15 6-18 6-11 10-13 7-7 13-9 15-7 17-5z" fill="#fff"/>
+<path transform="translate(1403,204)" d="m0 0h74l1 1v268h-76v-268z" fill="#fff"/>
+<path transform="translate(1920,267)" d="m0 0 9 3 17 3h23l16-3 10-3 1 1v205h-76z" fill="#fff"/>
+<path transform="translate(1303,267)" d="m0 0 10 3 8 2 9 1h22l13-2 12-4h2v206h-76z" fill="#fff"/>
+<path transform="translate(136,355)" d="m0 0h13l11 3 14 7 8 7v2h2l7 10 5 10 4 13 3 19v17l-3 17-5 13-7 10-7 7-10 5-12 3h-12l-16-4-16-8-8-6-10-9-10-14-6-15-2-13v-13l3-16 5-12 7-11 7-7 10-7 12-5zm1 26-9 2-8 5-7 8-5 12-1 12 2 4 4-1 3-4 4-10 5-6 7-3h8l8 4 4 5 2 5v7l-4 15v11l3 8 5 5 6 3h7l6-3 3-3-1-4h-11l-5-3-1-2v-9l6-15 2-9v-8l-4-11-9-10-9-4z" fill="#fff"/>
+<path transform="translate(1950,202)" d="m0 0h15l16 4 10 5 7 6 4 6 2 6v7l-4 9-6 7-10 6-12 4-5 1h-18l-14-3-13-7-7-7-4-9v-9l5-10 9-8 11-5z" fill="#fff"/>
+<path transform="translate(1333,202)" d="m0 0h15l14 3 14 7 7 7 4 8v11l-4 8-5 5-8 6-14 5-6 1h-18l-16-4-12-7-7-8-2-5v-13l5-8 7-7 13-6z" fill="#fff"/>
+<path transform="translate(387,133)" d="m0 0h10l-2 4-9 9 24 4 18 5 16 7 1 4-12-1-20-3h-45l-20 3-21 5-27 9-19 8-19 11-10 7h-3l1-4 7-8 22-22 11-9 4-3h2v-2l18-12 14-8h3l-1 5-6 15 10-6 17-8 21-7z" fill="#fff"/>
+</svg>
diff --git a/mailchimp/assets/monitors/abuse_report_rate.json b/mailchimp/assets/monitors/abuse_report_rate.json
new file mode 100644
index 0000000000000..490cf8c3ecce7
--- /dev/null
+++ b/mailchimp/assets/monitors/abuse_report_rate.json
@@ -0,0 +1,35 @@
+{
+	"version": 2,
+	"created_at": "2024-08-07",
+	"last_updated_at": "2024-08-07",
+	"title": "[Mailchimp] Too Many Abuse Reports",
+	"description": "High abuse reports rate is monitored.",
+	"definition": {
+		"id": 149879636,
+		"name": "[Mailchimp] Too Many Abuse Reports",
+		"type": "query alert",
+		"query": "max(last_5m):sum:mailchimp.campaigns.abuse_reports{*} by {campaign_title,campaign_id} * 100 / sum:mailchimp.campaigns.emails_sent{*} by {campaign_title,campaign_id} >= 2",
+		"message": "{{#is_warning}}\nThe abuse report rate for campaign {{campaign_title.name}}({{campaign_id.name}}) has exceeded the threshold.  \nCurrent Abuse Rate: {{value}}%  \nThreshold: {{warn_threshold}}%\n{{/is_warning}}\n\n{{#is_alert}}\nThe abuse report rate for campaign {{campaign_title.name}}({{campaign_id.name}}) has exceeded the threshold.  \nCurrent Abuse Rate: {{value}}%  \nThreshold: {{threshold}}%\n{{/is_alert}}\n\n\n@email@example.com",
+		"tags": [
+			"mailchimp"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 2,
+				"warning": 1
+			},
+			"notify_audit": false,
+			"include_tags": false,
+			"new_group_delay": 60,
+			"notify_no_data": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:mailchimp"
+	]
+}
\ No newline at end of file
diff --git a/mailchimp/assets/monitors/unsubscribe_rate.json b/mailchimp/assets/monitors/unsubscribe_rate.json
new file mode 100644
index 0000000000000..f3452aea55bdd
--- /dev/null
+++ b/mailchimp/assets/monitors/unsubscribe_rate.json
@@ -0,0 +1,35 @@
+{
+	"version": 2,
+	"created_at": "2024-08-07",
+	"last_updated_at": "2024-08-07",
+	"title": "[Mailchimp] Too Many Unsubscribes",
+	"description": "High unsubscribe rate is monitored.",
+	"definition": {
+		"id": 149879256,
+		"name": "[Mailchimp] Too Many Unsubscribes",
+		"type": "query alert",
+		"query": "max(last_5m):sum:mailchimp.campaigns.unsubscribed{*} by {campaign_title,campaign_id} * 100 / sum:mailchimp.campaigns.emails_sent{*} by {campaign_title,campaign_id} >= 2",
+		"message": "{{#is_warning}}  \nThe unsubscribe rate for campaign {{campaign_title.name}}({{campaign_id.name}}) has exceeded the threshold.  \nCurrent Unsubscribe Rate: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe unsubscribe rate for campaign {{campaign_title.name}}({{campaign_id.name}}) has exceeded the threshold.  \nCurrent Unsubscribe Rate: {{value}}%  \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@email@example.com",
+		"tags": [
+			"mailchimp"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 2,
+				"warning": 1
+			},
+			"notify_audit": false,
+			"include_tags": false,
+			"new_group_delay": 60,
+			"notify_no_data": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:mailchimp"
+	]
+}
\ No newline at end of file
diff --git a/mailchimp/images/mailchimp_audiences.png b/mailchimp/images/mailchimp_audiences.png
new file mode 100644
index 0000000000000..47a430cd3081f
Binary files /dev/null and b/mailchimp/images/mailchimp_audiences.png differ
diff --git a/mailchimp/images/mailchimp_campaigns.png b/mailchimp/images/mailchimp_campaigns.png
new file mode 100644
index 0000000000000..a988ce2816670
Binary files /dev/null and b/mailchimp/images/mailchimp_campaigns.png differ
diff --git a/mailchimp/manifest.json b/mailchimp/manifest.json
index d3db5c6233835..34a894286813a 100644
--- a/mailchimp/manifest.json
+++ b/mailchimp/manifest.json
@@ -8,9 +8,20 @@
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "Monitor the performance and usage of Mailchimp Campaigns and Audiences.",
-    "title": "Mailchimp",
-    "media": [],
+    "description": "Monitor the performance and usage of Mailchimp Campaigns and Audiences.", 
+    "title": "Mailchimp",  
+    "media": [
+      {
+        "caption": "Mailchimp - Campaigns",
+        "image_url": "images/mailchimp_campaigns.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Mailchimp - Audiences",
+        "image_url": "images/mailchimp_audiences.png",
+        "media_type": "image"
+      }
+    ],
     "classifier_tags": [
       "Category::Metrics",
       "Offering::Integration",
@@ -27,12 +38,20 @@
       },
       "metrics": {
         "prefix": "mailchimp.",
-        "check": [],
+        "check": "mailchimp.campaigns.count",
         "metadata_path": "metadata.csv"
       },
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       }
+    },
+    "dashboards": {
+      "Mailchimp - Campaigns" : "assets/dashboards/mailchimp_campaign.json",
+      "Mailchimp - Audiences" : "assets/dashboards/mailchimp_audience.json"
+    },
+    "monitors" : {
+      "Too Many Abuse Reports" : "assets/monitors/abuse_report_rate.json",
+      "Too Many Unsubscribes" : "assets/monitors/unsubscribe_rate.json"
     }
   },
   "author": {
diff --git a/mailchimp/metadata.csv b/mailchimp/metadata.csv
index 02cde5e98381e..e2750b32e460d 100644
--- a/mailchimp/metadata.csv
+++ b/mailchimp/metadata.csv
@@ -1 +1,23 @@
 metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+mailchimp.campaigns.abuse_reports,gauge,,,,The number of abuse reports generated for this campaign,0,mailchimp,Abuse Reports,,
+mailchimp.campaigns.click_rate,gauge,,,,The number of unique clicks divided by the total number of successful deliveries,0,mailchimp,Click Rate,,
+mailchimp.campaigns.clicks_total,gauge,,,,The total number of clicks for the campaign,0,mailchimp,Total Clicks,,
+mailchimp.campaigns.count,gauge,,,,The total number of campaigns,0,mailchimp,Total Campaigns,,
+mailchimp.campaigns.emails_sent,gauge,,,,The total number of emails sent for this campaign,0,mailchimp,Email Sent,,
+mailchimp.campaigns.hard_bounces,gauge,,,,The total number of hard bounced email addresses,0,mailchimp,Hard Bounces,,
+mailchimp.campaigns.open_rate,gauge,,,,The number of unique opens divided by the total number of successful deliveries,0,mailchimp,Open Rate,,
+mailchimp.campaigns.opens_total,gauge,,,,The total number of opens for a campaign,0,mailchimp,Total Opens,,
+mailchimp.campaigns.soft_bounces,gauge,,,,The total number of soft bounced email addresses,0,mailchimp,Soft Bounces,,
+mailchimp.campaigns.syntax_errors,gauge,,,,The total number of addresses that were syntax-related bounces,0,mailchimp,Syntax Errors,,
+mailchimp.campaigns.unique_clicks,gauge,,,,The total number of unique clicks for links across a campaign,0,mailchimp,Unique Clicks,,
+mailchimp.campaigns.unique_opens,gauge,,,,The total number of unique opens,0,mailchimp,Unique Opens,,
+mailchimp.campaigns.unique_subscriber_clicks,gauge,,,,The total number of subscribers who clicked on a campaign,0,mailchimp,Unique Subscriber Clicks,,
+mailchimp.campaigns.unsubscribed,gauge,,,,The total number of unsubscribed members for this campaign,0,mailchimp,Unsubscribes,,
+mailchimp.lists.campaign_count,gauge,,,,The number of campaigns in any status that use this list,0,mailchimp,Total Campaigns,,
+mailchimp.lists.click_rate,gauge,,percent,,The average click rate per campaign for the list,0,mailchimp,Click Rate,,
+mailchimp.lists.count,gauge,,,,The total number of audiences,0,mailchimp,Total Audiences,,
+mailchimp.lists.list_rating,gauge,,,,An auto-generated activity score for the list (0-5),0,mailchimp,List Rating,,
+mailchimp.lists.member_count,gauge,,,,The number of active members in the list,0,mailchimp,Active Members,,
+mailchimp.lists.open_rate,gauge,,percent,,The average open rate per campaign for the list,0,mailchimp,Open Rate,,
+mailchimp.lists.total_contacts,gauge,,,,The number of contacts in the list,0,mailchimp,Total Contacts,,
+mailchimp.lists.unsubscribe_count,gauge,,,,The number of members who have unsubscribed from the list,0,mailchimp,Unsubscribe Count,,
diff --git a/mapr/CHANGELOG.md b/mapr/CHANGELOG.md
index 397fe4a1fe502..84da53694a1a3 100644
--- a/mapr/CHANGELOG.md
+++ b/mapr/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.11.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/mapr/changelog.d/18207.added b/mapr/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mapr/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mapr/changelog.d/18580.removed b/mapr/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mapr/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mapr/changelog.d/18617.fixed b/mapr/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/mapr/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/mapr/datadog_checks/mapr/__about__.py b/mapr/datadog_checks/mapr/__about__.py
index b33fa8cee4d9d..f046338059ddf 100644
--- a/mapr/datadog_checks/mapr/__about__.py
+++ b/mapr/datadog_checks/mapr/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/mapreduce/CHANGELOG.md b/mapreduce/CHANGELOG.md
index 946de5cc8d3ff..7e5af27d9fc03 100644
--- a/mapreduce/CHANGELOG.md
+++ b/mapreduce/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/mapreduce/changelog.d/18207.added b/mapreduce/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mapreduce/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mapreduce/changelog.d/18580.removed b/mapreduce/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mapreduce/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mapreduce/changelog.d/18617.fixed b/mapreduce/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/mapreduce/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/mapreduce/datadog_checks/mapreduce/__about__.py b/mapreduce/datadog_checks/mapreduce/__about__.py
index be76f78423b5e..226921537e53d 100644
--- a/mapreduce/datadog_checks/mapreduce/__about__.py
+++ b/mapreduce/datadog_checks/mapreduce/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/marathon/CHANGELOG.md b/marathon/CHANGELOG.md
index 41da5cdc76671..0152edd5841a6 100644
--- a/marathon/CHANGELOG.md
+++ b/marathon/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/marathon/changelog.d/18207.added b/marathon/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/marathon/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/marathon/changelog.d/18580.removed b/marathon/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/marathon/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/marathon/changelog.d/18617.fixed b/marathon/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/marathon/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/marathon/datadog_checks/marathon/__about__.py b/marathon/datadog_checks/marathon/__about__.py
index 742f0fd7b8754..c279597cccebb 100644
--- a/marathon/datadog_checks/marathon/__about__.py
+++ b/marathon/datadog_checks/marathon/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/marklogic/CHANGELOG.md b/marklogic/CHANGELOG.md
index 7bf8d3753f3b2..974518be9ddaa 100644
--- a/marklogic/CHANGELOG.md
+++ b/marklogic/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/marklogic/changelog.d/18207.added b/marklogic/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/marklogic/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/marklogic/changelog.d/18580.removed b/marklogic/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/marklogic/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/marklogic/changelog.d/18617.fixed b/marklogic/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/marklogic/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/marklogic/datadog_checks/marklogic/__about__.py b/marklogic/datadog_checks/marklogic/__about__.py
index 1fda5ed1ca206..ebf0b902cce6b 100644
--- a/marklogic/datadog_checks/marklogic/__about__.py
+++ b/marklogic/datadog_checks/marklogic/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/mcache/CHANGELOG.md b/mcache/CHANGELOG.md
index 8cc89df2597fc..97f53001d2de0 100644
--- a/mcache/CHANGELOG.md
+++ b/mcache/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.1.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/mcache/changelog.d/18207.added b/mcache/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mcache/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mcache/changelog.d/18580.removed b/mcache/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mcache/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mcache/changelog.d/18617.fixed b/mcache/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/mcache/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/mcache/changelog.d/19359.added b/mcache/changelog.d/19359.added
new file mode 100644
index 0000000000000..b9c24f8ce8fd0
--- /dev/null
+++ b/mcache/changelog.d/19359.added
@@ -0,0 +1 @@
+Support IPv6.
diff --git a/mcache/datadog_checks/mcache/__about__.py b/mcache/datadog_checks/mcache/__about__.py
index b033d7b5bb770..91262416e46c9 100644
--- a/mcache/datadog_checks/mcache/__about__.py
+++ b/mcache/datadog_checks/mcache/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/mcache/datadog_checks/mcache/mcache.py b/mcache/datadog_checks/mcache/mcache.py
index 07e945c7ea161..396aa71446531 100644
--- a/mcache/datadog_checks/mcache/mcache.py
+++ b/mcache/datadog_checks/mcache/mcache.py
@@ -3,6 +3,8 @@
 # Licensed under Simplified BSD License (see LICENSE)
 from __future__ import division
 
+from ipaddress import IPv6Address
+
 import bmemcached
 
 from datadog_checks.base import AgentCheck, ConfigurationError
@@ -175,6 +177,13 @@ def _get_metrics(self, client, tags, service_check_tags=None):
         except BadResponseError:
             raise
 
+    def _is_ipv6(self, address):
+        try:
+            IPv6Address(address)
+            return True
+        except ValueError:
+            return False
+
     def _get_optional_metrics(self, client, tags, options=None):
         for arg, metrics_args in self.OPTIONAL_STATS.items():
             if not options or options.get(arg, False):
@@ -257,6 +266,12 @@ def check(self, instance):
         if not server and not socket:
             raise InvalidConfigError('Either "url" or "socket" must be configured')
 
+        if self._is_ipv6(server):
+            # When it is already enclosed, this code path is not executed.
+            # bmemcached requires IPv6 addresses to be enclosed in brackets,
+            # because we set port with IP address at the client initialization.
+            server = "[{}]".format(server)
+
         if socket:
             server = 'unix'
             port = socket
diff --git a/mcache/pyproject.toml b/mcache/pyproject.toml
index 1e67271f4ad21..bccd1d2e20f3d 100644
--- a/mcache/pyproject.toml
+++ b/mcache/pyproject.toml
@@ -36,7 +36,7 @@ dynamic = [
 
 [project.optional-dependencies]
 deps = [
-    "python-binary-memcached==0.31.2; sys_platform != 'win32'",
+    "python-binary-memcached==0.31.4; sys_platform != 'win32'",
 ]
 
 [project.urls]
diff --git a/mcache/tests/compose/docker-compose.yaml b/mcache/tests/compose/docker-compose.yaml
index e143d73f582c8..56ae4c0450c66 100644
--- a/mcache/tests/compose/docker-compose.yaml
+++ b/mcache/tests/compose/docker-compose.yaml
@@ -16,3 +16,20 @@ services:
     volumes:
     - ${HOST_SOCKET_DIR}:${DOCKER_SOCKET_DIR}
     command: memcached -S -s ${DOCKER_SOCKET_PATH} -a 777
+
+  memcached_ipv6:
+    image: datadog/docker-library:memcached_SASL
+    environment:
+      USERNAME: testuser
+      PASSWORD: testpass
+    networks:
+      ip6net:
+        ipv6_address: 2001:db8::2
+    command: "memcached -S -l::"
+
+networks:
+  ip6net:
+    enable_ipv6: true
+    ipam:
+      config:
+        - subnet: 2001:db8::/64
diff --git a/mcache/tests/conftest.py b/mcache/tests/conftest.py
index 537916a5d20b3..1a3f52809e681 100644
--- a/mcache/tests/conftest.py
+++ b/mcache/tests/conftest.py
@@ -65,6 +65,17 @@ def dd_environment(e2e_instance):
             yield e2e_instance
 
 
+@pytest.fixture(scope='session')
+def dd_environment_ipv6(instance_ipv6):
+    with docker_run(
+        os.path.join(HERE, 'compose', 'docker-compose.yaml'),
+        service_name='memcached_ipv6',
+        env_vars={'PWD': HERE},
+        conditions=[WaitFor(connect_to_mcache, args=(['{}:{}'.format('[2001:db8::2]', PORT)], USERNAME, PASSWORD))],
+    ):
+        yield instance_ipv6
+
+
 @pytest.fixture
 def client():
     return bmemcached.Client(["{}:{}".format(HOST, PORT)], USERNAME, PASSWORD)
@@ -93,3 +104,9 @@ def e2e_instance():
 @pytest.fixture
 def instance_socket():
     return {'socket': get_host_socket_path(), 'tags': ['foo:bar'], 'username': USERNAME, 'password': PASSWORD}
+
+
+@pytest.fixture(scope='session')
+def instance_ipv6():
+    # This IPv6 address is defined in the docker-compose file.
+    return {'url': '2001:db8::2', 'port': PORT, 'tags': ['foo:bar'], 'username': USERNAME, 'password': PASSWORD}
diff --git a/mcache/tests/test_integration_e2e.py b/mcache/tests/test_integration_e2e.py
index 14be2d80beee9..53929043d2f39 100644
--- a/mcache/tests/test_integration_e2e.py
+++ b/mcache/tests/test_integration_e2e.py
@@ -154,3 +154,18 @@ def test_connections_leaks(check, instance):
     check.check(instance)
     # Verify that the count is still 0
     assert count_connections(PORT) == 0
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment_ipv6')
+def test_service_ok_ipv6(instance_ipv6, aggregator, dd_run_check):
+    """
+    Service is up
+    """
+    tags = ["host:[2001:db8::2]", "port:{}".format(PORT), "foo:bar"]
+    check = Memcache('mcache', {}, [instance_ipv6])
+    dd_run_check(check)
+    assert len(aggregator.service_checks(SERVICE_CHECK)) == 1
+    sc = aggregator.service_checks(SERVICE_CHECK)[0]
+    assert sc.status == check.OK
+    assert sc.tags == tags
diff --git a/mesos_master/CHANGELOG.md b/mesos_master/CHANGELOG.md
index 7580647e883c5..f30ce7106d362 100644
--- a/mesos_master/CHANGELOG.md
+++ b/mesos_master/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/mesos_master/changelog.d/18207.added b/mesos_master/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mesos_master/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mesos_master/changelog.d/18580.removed b/mesos_master/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mesos_master/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mesos_master/changelog.d/18617.fixed b/mesos_master/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/mesos_master/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/mesos_master/datadog_checks/mesos_master/__about__.py b/mesos_master/datadog_checks/mesos_master/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/mesos_master/datadog_checks/mesos_master/__about__.py
+++ b/mesos_master/datadog_checks/mesos_master/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/mesos_slave/CHANGELOG.md b/mesos_slave/CHANGELOG.md
index 474e1c7e53302..ebbc24993cd1a 100644
--- a/mesos_slave/CHANGELOG.md
+++ b/mesos_slave/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/mesos_slave/changelog.d/18207.added b/mesos_slave/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mesos_slave/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mesos_slave/changelog.d/18580.removed b/mesos_slave/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mesos_slave/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mesos_slave/changelog.d/18617.fixed b/mesos_slave/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/mesos_slave/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/mesos_slave/datadog_checks/mesos_slave/__about__.py b/mesos_slave/datadog_checks/mesos_slave/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/mesos_slave/datadog_checks/mesos_slave/__about__.py
+++ b/mesos_slave/datadog_checks/mesos_slave/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/milvus/CHANGELOG.md b/milvus/CHANGELOG.md
new file mode 100644
index 0000000000000..1b010e7cd74f8
--- /dev/null
+++ b/milvus/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - Milvus
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-12-26
+
+***Added***:
+
+* Initial Release ([#19055](https://github.com/DataDog/integrations-core/pull/19055))
diff --git a/milvus/README.md b/milvus/README.md
new file mode 100644
index 0000000000000..e9278fa0871f9
--- /dev/null
+++ b/milvus/README.md
@@ -0,0 +1,68 @@
+# Agent Check: Milvus
+
+## Overview
+
+This check monitors [Milvus][1] through the Datadog Agent. It provides insights into your Milvus deployment's performance by collecting information about the latency and number of executions of individual operations. This integration also allows for monitoring the size and ressource allocation of your deployment.
+
+## Setup
+
+### Installation
+
+The Milvus check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+#### Host
+
+Follow the instructions below to configure this check for an Agent running on a host. For containerized environments, see the [Containerized](#containerized) section.
+
+<!-- xxx tabs xxx -->
+<!-- xxx tab "Host" xxx -->
+
+1. Edit the `milvus.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your Milvus performance data. See the [sample milvus.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+<!-- xxz tab xxx -->
+<!-- xxx tab "Containerized" xxx -->
+
+#### Containerized
+
+For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+<!-- xxz tab xxx -->
+<!-- xxz tabs xxx -->
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `milvus` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The Milvus integration does not include any events.
+
+### Service Checks
+
+The Milvus integration does not include any service checks.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][9].
+
+
+[1]: https://milvus.io/
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/milvus/datadog_checks/milvus/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/milvus/metadata.csv
+[8]: https://github.com/DataDog/integrations-core/blob/master/milvus/assets/service_checks.json
+[9]: https://docs.datadoghq.com/help/
diff --git a/milvus/assets/configuration/spec.yaml b/milvus/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..100b70fcc547f
--- /dev/null
+++ b/milvus/assets/configuration/spec.yaml
@@ -0,0 +1,15 @@
+name: Milvus
+files:
+- name: milvus.yaml
+  options:
+    - template: init_config
+      options:
+        - template: init_config/openmetrics
+    - template: instances
+      options:
+        - template: instances/openmetrics
+          overrides:
+            openmetrics_endpoint.value.example: http://localhost:9091/metrics
+            openmetrics_endpoint.description: |
+              Endpoint exposing Milvus' Prometheus metrics. For more information, refer to 
+              https://milvus.io/docs/monitor.md#Monitor-metrics-with-Prometheus.
diff --git a/milvus/assets/service_checks.json b/milvus/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/milvus/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/milvus/datadog_checks/__init__.py b/milvus/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/milvus/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/milvus/datadog_checks/milvus/__about__.py b/milvus/datadog_checks/milvus/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/milvus/datadog_checks/milvus/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/milvus/datadog_checks/milvus/__init__.py b/milvus/datadog_checks/milvus/__init__.py
new file mode 100644
index 0000000000000..b0126262a42a2
--- /dev/null
+++ b/milvus/datadog_checks/milvus/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import MilvusCheck
+
+__all__ = ['__version__', 'MilvusCheck']
diff --git a/milvus/datadog_checks/milvus/check.py b/milvus/datadog_checks/milvus/check.py
new file mode 100644
index 0000000000000..d1be0f56ca38e
--- /dev/null
+++ b/milvus/datadog_checks/milvus/check.py
@@ -0,0 +1,21 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.base import OpenMetricsBaseCheckV2
+from datadog_checks.milvus.metrics import METRIC_MAP, RENAME_LABELS_MAP
+
+
+class MilvusCheck(OpenMetricsBaseCheckV2):
+    __NAMESPACE__ = 'milvus'
+
+    DEFAULT_METRIC_LIMIT = 0
+
+    def __init__(self, name, init_config, instances=None):
+        super(MilvusCheck, self).__init__(name, init_config, instances)
+
+    def get_default_config(self):
+        return {
+            'metrics': [METRIC_MAP],
+            'rename_labels': RENAME_LABELS_MAP,
+        }
diff --git a/milvus/datadog_checks/milvus/config_models/__init__.py b/milvus/datadog_checks/milvus/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/milvus/datadog_checks/milvus/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/milvus/datadog_checks/milvus/config_models/defaults.py b/milvus/datadog_checks/milvus/config_models/defaults.py
new file mode 100644
index 0000000000000..bf7519af75f42
--- /dev/null
+++ b/milvus/datadog_checks/milvus/config_models/defaults.py
@@ -0,0 +1,132 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def shared_skip_proxy():
+    return False
+
+
+def shared_timeout():
+    return 10
+
+
+def instance_allow_redirects():
+    return True
+
+
+def instance_auth_type():
+    return 'basic'
+
+
+def instance_cache_metric_wildcards():
+    return True
+
+
+def instance_cache_shared_labels():
+    return True
+
+
+def instance_collect_counters_with_distributions():
+    return False
+
+
+def instance_collect_histogram_buckets():
+    return True
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_enable_health_service_check():
+    return True
+
+
+def instance_histogram_buckets_as_distributions():
+    return False
+
+
+def instance_ignore_connection_errors():
+    return False
+
+
+def instance_kerberos_auth():
+    return 'disabled'
+
+
+def instance_kerberos_delegate():
+    return False
+
+
+def instance_kerberos_force_initiate():
+    return False
+
+
+def instance_log_requests():
+    return False
+
+
+def instance_min_collection_interval():
+    return 15
+
+
+def instance_non_cumulative_histogram_buckets():
+    return False
+
+
+def instance_persist_connections():
+    return False
+
+
+def instance_request_size():
+    return 16
+
+
+def instance_skip_proxy():
+    return False
+
+
+def instance_tag_by_endpoint():
+    return True
+
+
+def instance_telemetry():
+    return False
+
+
+def instance_timeout():
+    return 10
+
+
+def instance_tls_ignore_warning():
+    return False
+
+
+def instance_tls_use_host_header():
+    return False
+
+
+def instance_tls_verify():
+    return True
+
+
+def instance_use_latest_spec():
+    return False
+
+
+def instance_use_legacy_auth_encoding():
+    return True
+
+
+def instance_use_process_start_time():
+    return False
diff --git a/milvus/datadog_checks/milvus/config_models/instance.py b/milvus/datadog_checks/milvus/config_models/instance.py
new file mode 100644
index 0000000000000..8e39a0e921719
--- /dev/null
+++ b/milvus/datadog_checks/milvus/config_models/instance.py
@@ -0,0 +1,171 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from types import MappingProxyType
+from typing import Any, Optional, Union
+
+from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class AuthToken(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    reader: Optional[MappingProxyType[str, Any]] = None
+    writer: Optional[MappingProxyType[str, Any]] = None
+
+
+class ExtraMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class Metrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class ShareLabels(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    labels: Optional[tuple[str, ...]] = None
+    match: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    allow_redirects: Optional[bool] = None
+    auth_token: Optional[AuthToken] = None
+    auth_type: Optional[str] = None
+    aws_host: Optional[str] = None
+    aws_region: Optional[str] = None
+    aws_service: Optional[str] = None
+    cache_metric_wildcards: Optional[bool] = None
+    cache_shared_labels: Optional[bool] = None
+    collect_counters_with_distributions: Optional[bool] = None
+    collect_histogram_buckets: Optional[bool] = None
+    connect_timeout: Optional[float] = None
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    enable_health_service_check: Optional[bool] = None
+    exclude_labels: Optional[tuple[str, ...]] = None
+    exclude_metrics: Optional[tuple[str, ...]] = None
+    exclude_metrics_by_labels: Optional[MappingProxyType[str, Union[bool, tuple[str, ...]]]] = None
+    extra_headers: Optional[MappingProxyType[str, Any]] = None
+    extra_metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, ExtraMetrics]]], ...]] = None
+    headers: Optional[MappingProxyType[str, Any]] = None
+    histogram_buckets_as_distributions: Optional[bool] = None
+    hostname_format: Optional[str] = None
+    hostname_label: Optional[str] = None
+    ignore_connection_errors: Optional[bool] = None
+    ignore_tags: Optional[tuple[str, ...]] = None
+    include_labels: Optional[tuple[str, ...]] = None
+    kerberos_auth: Optional[str] = None
+    kerberos_cache: Optional[str] = None
+    kerberos_delegate: Optional[bool] = None
+    kerberos_force_initiate: Optional[bool] = None
+    kerberos_hostname: Optional[str] = None
+    kerberos_keytab: Optional[str] = None
+    kerberos_principal: Optional[str] = None
+    log_requests: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, Metrics]]], ...]] = None
+    min_collection_interval: Optional[float] = None
+    namespace: Optional[str] = Field(None, pattern='\\w*')
+    non_cumulative_histogram_buckets: Optional[bool] = None
+    ntlm_domain: Optional[str] = None
+    openmetrics_endpoint: str
+    password: Optional[str] = None
+    persist_connections: Optional[bool] = None
+    proxy: Optional[Proxy] = None
+    raw_line_filters: Optional[tuple[str, ...]] = None
+    raw_metric_prefix: Optional[str] = None
+    read_timeout: Optional[float] = None
+    rename_labels: Optional[MappingProxyType[str, Any]] = None
+    request_size: Optional[float] = None
+    service: Optional[str] = None
+    share_labels: Optional[MappingProxyType[str, Union[bool, ShareLabels]]] = None
+    skip_proxy: Optional[bool] = None
+    tag_by_endpoint: Optional[bool] = None
+    tags: Optional[tuple[str, ...]] = None
+    telemetry: Optional[bool] = None
+    timeout: Optional[float] = None
+    tls_ca_cert: Optional[str] = None
+    tls_cert: Optional[str] = None
+    tls_ignore_warning: Optional[bool] = None
+    tls_private_key: Optional[str] = None
+    tls_protocols_allowed: Optional[tuple[str, ...]] = None
+    tls_use_host_header: Optional[bool] = None
+    tls_verify: Optional[bool] = None
+    use_latest_spec: Optional[bool] = None
+    use_legacy_auth_encoding: Optional[bool] = None
+    use_process_start_time: Optional[bool] = None
+    username: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/milvus/datadog_checks/milvus/config_models/shared.py b/milvus/datadog_checks/milvus/config_models/shared.py
new file mode 100644
index 0000000000000..0e8a9ecab10a2
--- /dev/null
+++ b/milvus/datadog_checks/milvus/config_models/shared.py
@@ -0,0 +1,60 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    proxy: Optional[Proxy] = None
+    service: Optional[str] = None
+    skip_proxy: Optional[bool] = None
+    timeout: Optional[float] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'shared_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/milvus/datadog_checks/milvus/config_models/validators.py b/milvus/datadog_checks/milvus/config_models/validators.py
new file mode 100644
index 0000000000000..1a91a82658202
--- /dev/null
+++ b/milvus/datadog_checks/milvus/config_models/validators.py
@@ -0,0 +1,40 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from urllib.parse import urlparse
+
+
+def initialize_instance(values, **kwargs):
+    if 'openmetrics_endpoint' in values:
+        validate_url(
+            values['openmetrics_endpoint'],
+            required_path='/metrics',
+            example='http://localhost:9091/metrics',
+            config='openmetrics_endpoint',
+        )
+
+    return values
+
+
+def validate_url(url, required_path=None, example=None, config=None):
+    # Validates the endpoint to ensure that the components are present.
+    # For OpenMetrics: Scheme, netloc and /metrics path
+    # For API: Scheme, netloc and no path
+    # Logs out troubleshooting errors and example
+    url_parsed = urlparse(url)
+    errors = []
+
+    if not url_parsed.netloc:
+        errors.append("couldn't properly parse endpoint")
+    if not url_parsed.scheme:
+        errors.append("http or https scheme is missing")
+    if required_path and url_parsed.path != required_path:
+        errors.append(f"URL should end with {required_path}")
+    if not required_path and url_parsed.path:
+        errors.append("should not contain a path or trailing /")
+
+    if errors:
+        error_message = ", ".join(errors)
+        raise ValueError(
+            f"{config}: {url} is incorrectly configured. Errors detected: {error_message}. Example: {example}"
+        )
diff --git a/milvus/datadog_checks/milvus/data/conf.yaml.example b/milvus/datadog_checks/milvus/data/conf.yaml.example
new file mode 100644
index 0000000000000..b275903aba352
--- /dev/null
+++ b/milvus/datadog_checks/milvus/data/conf.yaml.example
@@ -0,0 +1,626 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param proxy - mapping - optional
+    ## Set HTTP or HTTPS proxies for all instances. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported like so:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for connecting to services.
+    #
+    # timeout: 10
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+    ## @param openmetrics_endpoint - string - required
+    ## Endpoint exposing Milvus' Prometheus metrics. For more information, refer to 
+    ## https://milvus.io/docs/monitor.md#Monitor-metrics-with-Prometheus.
+    #
+  - openmetrics_endpoint: http://localhost:9091/metrics
+
+    ## @param raw_metric_prefix - string - optional
+    ## A prefix that is removed from all exposed metric names, if present.
+    ## All configuration options will use the prefix-less name.
+    #
+    # raw_metric_prefix: <PREFIX>_
+
+    ## @param extra_metrics - (list of string or mapping) - optional
+    ## This list defines metrics to collect from the `openmetrics_endpoint`, in addition to
+    ## what the check collects by default. If the check already collects a metric, then
+    ## metric definitions here take precedence. Metrics may be defined in 3 ways:
+    ##
+    ## 1. If the item is a string, then it represents the exposed metric name, and
+    ##    the sent metric name will be identical. For example:
+    ##
+    ##      extra_metrics:
+    ##      - <METRIC_1>
+    ##      - <METRIC_2>
+    ## 2. If the item is a mapping, then the keys represent the exposed metric names.
+    ##
+    ##      a. If a value is a string, then it represents the sent metric name. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>: <SENT_METRIC_1>
+    ##           - <EXPOSED_METRIC_2>: <SENT_METRIC_2>
+    ##      b. If a value is a mapping, then it must have a `name` and/or `type` key.
+    ##         The `name` represents the sent metric name, and the `type` represents how
+    ##         the metric should be handled, overriding any type information the endpoint
+    ##         may provide. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>:
+    ##               name: <SENT_METRIC_1>
+    ##               type: <METRIC_TYPE_1>
+    ##           - <EXPOSED_METRIC_2>:
+    ##               name: <SENT_METRIC_2>
+    ##               type: <METRIC_TYPE_2>
+    ##
+    ##         The supported native types are `gauge`, `counter`, `histogram`, and `summary`.
+    ##
+    ## Note: To collect counter metrics with names ending in `_total`, specify the metric name without the `_total`
+    ## suffix. For example, to collect the counter metric `promhttp_metric_handler_requests_total`, specify
+    ## `promhttp_metric_handler_requests`. This submits to Datadog the metric name appended with `.count`.
+    ## For more information, see:
+    ## https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#suffixes
+    ##
+    ## Regular expressions may be used to match the exposed metric names, for example:
+    ##
+    ##   extra_metrics:
+    ##   - ^network_(ingress|egress)_.+
+    ##   - .+:
+    ##       type: gauge
+    #
+    # extra_metrics: []
+
+    ## @param exclude_metrics - list of strings - optional
+    ## A list of metrics to exclude, with each entry being either
+    ## the exact metric name or a regular expression.
+    ## In order to exclude all metrics but the ones matching a specific filter,
+    ## you can use a negative lookahead regex like:
+    ##   - ^(?!foo).*$
+    #
+    # exclude_metrics: []
+
+    ## @param exclude_metrics_by_labels - mapping - optional
+    ## A mapping of labels to exclude metrics with matching label name and their corresponding metric values. To match
+    ## all values of a label, set it to `true`.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    ##
+    ## For example, the following configuration instructs the check to exclude all metrics with
+    ## a label `worker` or a label `pid` with the value of either `23` or `42`.
+    ##
+    ##   exclude_metrics_by_labels:
+    ##     worker: true
+    ##     pid:
+    ##     - '23'
+    ##     - '42'
+    #
+    # exclude_metrics_by_labels: {}
+
+    ## @param exclude_labels - list of strings - optional
+    ## A list of labels to exclude, useful for high cardinality values like timestamps or UUIDs.
+    ## May be used in conjunction with `include_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # exclude_labels: []
+
+    ## @param include_labels - list of strings - optional
+    ## A list of labels to include. May be used in conjunction with `exclude_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # include_labels: []
+
+    ## @param rename_labels - mapping - optional
+    ## A mapping of label names to their new names.
+    #
+    # rename_labels:
+    #   <LABEL_NAME_1>: <NEW_LABEL_NAME_1>
+    #   <LABEL_NAME_2>: <NEW_LABEL_NAME_2>
+
+    ## @param enable_health_service_check - boolean - optional - default: true
+    ## Whether or not to send a service check named `<NAMESPACE>.openmetrics.health` which reports
+    ## the health of the `openmetrics_endpoint`.
+    #
+    # enable_health_service_check: true
+
+    ## @param ignore_connection_errors - boolean - optional - default: false
+    ## Whether or not to ignore connection errors when scraping `openmetrics_endpoint`.
+    #
+    # ignore_connection_errors: false
+
+    ## @param hostname_label - string - optional
+    ## Override the hostname for every metric submission with the value of one of its labels.
+    #
+    # hostname_label: <HOSTNAME_LABEL>
+
+    ## @param hostname_format - string - optional
+    ## When `hostname_label` is set, this instructs the check how to format the values. The string
+    ## `<HOSTNAME>` is replaced by the value of the label defined by `hostname_label`.
+    #
+    # hostname_format: <HOSTNAME>
+
+    ## @param collect_histogram_buckets - boolean - optional - default: true
+    ## Whether or not to send histogram buckets.
+    #
+    # collect_histogram_buckets: true
+
+    ## @param non_cumulative_histogram_buckets - boolean - optional - default: false
+    ## Whether or not histogram buckets are non-cumulative and to come with a `lower_bound` tag.
+    #
+    # non_cumulative_histogram_buckets: false
+
+    ## @param histogram_buckets_as_distributions - boolean - optional - default: false
+    ## Whether or not to send histogram buckets as Datadog distribution metrics. This implicitly
+    ## enables the `collect_histogram_buckets` and `non_cumulative_histogram_buckets` options.
+    ##
+    ## Learn more about distribution metrics:
+    ## https://docs.datadoghq.com/developers/metrics/types/?tab=distribution#metric-types
+    #
+    # histogram_buckets_as_distributions: false
+
+    ## @param collect_counters_with_distributions - boolean - optional - default: false
+    ## Whether or not to also collect the observation counter metrics ending in `.sum` and `.count`
+    ## when sending histogram buckets as Datadog distribution metrics. This implicitly enables the
+    ## `histogram_buckets_as_distributions` option.
+    #
+    # collect_counters_with_distributions: false
+
+    ## @param use_process_start_time - boolean - optional - default: false
+    ## Whether to enable a heuristic for reporting counter values on the first scrape. When true,
+    ## the first time an endpoint is scraped, check `process_start_time_seconds` to decide whether zero
+    ## initial value can be assumed for counters. This requires keeping metrics in memory until the entire
+    ## response is received.
+    #
+    # use_process_start_time: false
+
+    ## @param share_labels - mapping - optional
+    ## This mapping allows for the sharing of labels across multiple metrics. The keys represent the
+    ## exposed metrics from which to share labels, and the values are mappings that configure the
+    ## sharing behavior. Each mapping must have at least one of the following keys:
+    ##
+    ##   labels - This is a list of labels to share. All labels are shared if this is not set.
+    ##   match - This is a list of labels to match on other metrics as a condition for sharing.
+    ##   values - This is a list of allowed values as a condition for sharing.
+    ##
+    ## To unconditionally share all labels of a metric, set it to `true`.
+    ##
+    ## For example, the following configuration instructs the check to apply all labels from `metric_a`
+    ## to all other metrics, the `node` label from `metric_b` to only those metrics that have a `pod`
+    ## label value that matches the `pod` label value of `metric_b`, and all labels from `metric_c`
+    ## to all other metrics if their value is equal to `23` or `42`.
+    ##
+    ##   share_labels:
+    ##     metric_a: true
+    ##     metric_b:
+    ##       labels:
+    ##       - node
+    ##       match:
+    ##       - pod
+    ##     metric_c:
+    ##       values:
+    ##       - 23
+    ##       - 42
+    #
+    # share_labels: {}
+
+    ## @param cache_shared_labels - boolean - optional - default: true
+    ## When `share_labels` is set, it instructs the check to cache labels collected from the first payload
+    ## for improved performance.
+    ##
+    ## Set this to `false` to compute label sharing for every payload at the risk of potentially increased memory usage.
+    #
+    # cache_shared_labels: true
+
+    ## @param raw_line_filters - list of strings - optional
+    ## A list of regular expressions used to exclude lines read from the `openmetrics_endpoint`
+    ## from being parsed.
+    #
+    # raw_line_filters: []
+
+    ## @param cache_metric_wildcards - boolean - optional - default: true
+    ## Whether or not to cache data from metrics that are defined by regular expressions rather
+    ## than the full metric name.
+    #
+    # cache_metric_wildcards: true
+
+    ## @param telemetry - boolean - optional - default: false
+    ## Whether or not to submit metrics prefixed by `<NAMESPACE>.telemetry.` for debugging purposes.
+    #
+    # telemetry: false
+
+    ## @param ignore_tags - list of strings - optional
+    ## A list of regular expressions used to ignore tags added by Autodiscovery and entries in the `tags` option.
+    #
+    # ignore_tags:
+    #   - <FULL:TAG>
+    #   - <TAG_PREFIX:.*>
+    #   - <TAG_SUFFIX$>
+
+    ## @param proxy - mapping - optional
+    ## This overrides the `proxy` setting in `init_config`.
+    ##
+    ## Set HTTP or HTTPS proxies for this instance. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported, for example:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## This overrides the `skip_proxy` setting in `init_config`.
+    ##
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param auth_type - string - optional - default: basic
+    ## The type of authentication to use. The available types (and related options) are:
+    ##
+    ##   - basic
+    ##     |__ username
+    ##     |__ password
+    ##     |__ use_legacy_auth_encoding
+    ##   - digest
+    ##     |__ username
+    ##     |__ password
+    ##   - ntlm
+    ##     |__ ntlm_domain
+    ##     |__ password
+    ##   - kerberos
+    ##     |__ kerberos_auth
+    ##     |__ kerberos_cache
+    ##     |__ kerberos_delegate
+    ##     |__ kerberos_force_initiate
+    ##     |__ kerberos_hostname
+    ##     |__ kerberos_keytab
+    ##     |__ kerberos_principal
+    ##   - aws
+    ##     |__ aws_region
+    ##     |__ aws_host
+    ##     |__ aws_service
+    ##
+    ## The `aws` auth type relies on boto3 to automatically gather AWS credentials, for example: from `.aws/credentials`.
+    ## Details: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#configuring-credentials
+    #
+    # auth_type: basic
+
+    ## @param use_legacy_auth_encoding - boolean - optional - default: true
+    ## When `auth_type` is set to `basic`, this determines whether to encode as `latin1` rather than `utf-8`.
+    #
+    # use_legacy_auth_encoding: true
+
+    ## @param username - string - optional
+    ## The username to use if services are behind basic or digest auth.
+    #
+    # username: <USERNAME>
+
+    ## @param password - string - optional
+    ## The password to use if services are behind basic or NTLM auth.
+    #
+    # password: <PASSWORD>
+
+    ## @param ntlm_domain - string - optional
+    ## If your services use NTLM authentication, specify
+    ## the domain used in the check. For NTLM Auth, append
+    ## the username to domain, not as the `username` parameter.
+    #
+    # ntlm_domain: <NTLM_DOMAIN>\<USERNAME>
+
+    ## @param kerberos_auth - string - optional - default: disabled
+    ## If your services use Kerberos authentication, you can specify the Kerberos
+    ## strategy to use between:
+    ##
+    ##   - required
+    ##   - optional
+    ##   - disabled
+    ##
+    ## See https://github.com/requests/requests-kerberos#mutual-authentication
+    #
+    # kerberos_auth: disabled
+
+    ## @param kerberos_cache - string - optional
+    ## Sets the KRB5CCNAME environment variable.
+    ## It should point to a credential cache with a valid TGT.
+    #
+    # kerberos_cache: <KERBEROS_CACHE>
+
+    ## @param kerberos_delegate - boolean - optional - default: false
+    ## Set to `true` to enable Kerberos delegation of credentials to a server that requests delegation.
+    ##
+    ## See https://github.com/requests/requests-kerberos#delegation
+    #
+    # kerberos_delegate: false
+
+    ## @param kerberos_force_initiate - boolean - optional - default: false
+    ## Set to `true` to preemptively initiate the Kerberos GSS exchange and
+    ## present a Kerberos ticket on the initial request (and all subsequent).
+    ##
+    ## See https://github.com/requests/requests-kerberos#preemptive-authentication
+    #
+    # kerberos_force_initiate: false
+
+    ## @param kerberos_hostname - string - optional
+    ## Override the hostname used for the Kerberos GSS exchange if its DNS name doesn't
+    ## match its Kerberos hostname, for example: behind a content switch or load balancer.
+    ##
+    ## See https://github.com/requests/requests-kerberos#hostname-override
+    #
+    # kerberos_hostname: <KERBEROS_HOSTNAME>
+
+    ## @param kerberos_principal - string - optional
+    ## Set an explicit principal, to force Kerberos to look for a
+    ## matching credential cache for the named user.
+    ##
+    ## See https://github.com/requests/requests-kerberos#explicit-principal
+    #
+    # kerberos_principal: <KERBEROS_PRINCIPAL>
+
+    ## @param kerberos_keytab - string - optional
+    ## Set the path to your Kerberos key tab file.
+    #
+    # kerberos_keytab: <KEYTAB_FILE_PATH>
+
+    ## @param auth_token - mapping - optional
+    ## This allows for the use of authentication information from dynamic sources.
+    ## Both a reader and writer must be configured.
+    ##
+    ## The available readers are:
+    ##
+    ##   - type: file
+    ##     path (required): The absolute path for the file to read from.
+    ##     pattern: A regular expression pattern with a single capture group used to find the
+    ##              token rather than using the entire file, for example: Your secret is (.+)
+    ##   - type: oauth
+    ##     url (required): The token endpoint.
+    ##     client_id (required): The client identifier.
+    ##     client_secret (required): The client secret.
+    ##     basic_auth: Whether the provider expects credentials to be transmitted in
+    ##                 an HTTP Basic Auth header. The default is: false
+    ##     options: Mapping of additional options to pass to the provider, such as the audience
+    ##              or the scope. For example:
+    ##                 options:
+    ##                   audience: https://example.com
+    ##                   scope: read:example
+    ##
+    ## The available writers are:
+    ##
+    ##   - type: header
+    ##     name (required): The name of the field, for example: Authorization
+    ##     value: The template value, for example `Bearer <TOKEN>`. The default is: <TOKEN>
+    ##     placeholder: The substring in `value` to replace with the token, defaults to: <TOKEN>
+    #
+    # auth_token:
+    #   reader:
+    #     type: <READER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+    #   writer:
+    #     type: <WRITER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+
+    ## @param aws_region - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the region.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_region: <AWS_REGION>
+
+    ## @param aws_host - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the host.
+    ## This only needs the hostname and does not require the protocol (HTTP, HTTPS, and more).
+    ## For example, if connecting to https://us-east-1.amazonaws.com/, set `aws_host` to `us-east-1.amazonaws.com`.
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_host: <AWS_HOST>
+
+    ## @param aws_service - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the service code. For a list
+    ## of available service codes, see https://docs.aws.amazon.com/general/latest/gr/rande.html
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_service: <AWS_SERVICE>
+
+    ## @param tls_verify - boolean - optional - default: true
+    ## Instructs the check to validate the TLS certificate of services.
+    #
+    # tls_verify: true
+
+    ## @param tls_use_host_header - boolean - optional - default: false
+    ## If a `Host` header is set, this enables its use for SNI (matching against the TLS certificate CN or SAN).
+    #
+    # tls_use_host_header: false
+
+    ## @param tls_ignore_warning - boolean - optional - default: false
+    ## If `tls_verify` is disabled, security warnings are logged by the check.
+    ## Disable those by setting `tls_ignore_warning` to true.
+    #
+    # tls_ignore_warning: false
+
+    ## @param tls_cert - string - optional
+    ## The path to a single file in PEM format containing a certificate as well as any
+    ## number of CA certificates needed to establish the certificate's authenticity for
+    ## use when connecting to services. It may also contain an unencrypted private key to use.
+    #
+    # tls_cert: <CERT_PATH>
+
+    ## @param tls_private_key - string - optional
+    ## The unencrypted private key to use for `tls_cert` when connecting to services. This is
+    ## required if `tls_cert` is set and it does not already contain a private key.
+    #
+    # tls_private_key: <PRIVATE_KEY_PATH>
+
+    ## @param tls_ca_cert - string - optional
+    ## The path to a file of concatenated CA certificates in PEM format or a directory
+    ## containing several CA certificates in PEM format. If a directory, the directory
+    ## must have been processed using the `openssl rehash` command. See:
+    ## https://www.openssl.org/docs/man3.2/man1/c_rehash.html
+    #
+    # tls_ca_cert: <CA_CERT_PATH>
+
+    ## @param tls_protocols_allowed - list of strings - optional
+    ## The expected versions of TLS/SSL when fetching intermediate certificates.
+    ## Only `SSLv3`, `TLSv1.2`, `TLSv1.3` are allowed by default. The possible values are:
+    ##   SSLv3
+    ##   TLSv1
+    ##   TLSv1.1
+    ##   TLSv1.2
+    ##   TLSv1.3
+    #
+    # tls_protocols_allowed:
+    #   - SSLv3
+    #   - TLSv1.2
+    #   - TLSv1.3
+
+    ## @param headers - mapping - optional
+    ## The headers parameter allows you to send specific headers with every request.
+    ## You can use it for explicitly specifying the host header or adding headers for
+    ## authorization purposes.
+    ##
+    ## This overrides any default headers.
+    #
+    # headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param extra_headers - mapping - optional
+    ## Additional headers to send with every request.
+    #
+    # extra_headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for accessing services.
+    ##
+    ## This overrides the `timeout` setting in `init_config`.
+    #
+    # timeout: 10
+
+    ## @param connect_timeout - number - optional
+    ## The connect timeout for accessing services. Defaults to `timeout`.
+    #
+    # connect_timeout: <CONNECT_TIMEOUT>
+
+    ## @param read_timeout - number - optional
+    ## The read timeout for accessing services. Defaults to `timeout`.
+    #
+    # read_timeout: <READ_TIMEOUT>
+
+    ## @param request_size - number - optional - default: 16
+    ## The number of kibibytes (KiB) to read from streaming HTTP responses at a time.
+    #
+    # request_size: 16
+
+    ## @param log_requests - boolean - optional - default: false
+    ## Whether or not to debug log the HTTP(S) requests made, including the method and URL.
+    #
+    # log_requests: false
+
+    ## @param persist_connections - boolean - optional - default: false
+    ## Whether or not to persist cookies and use connection pooling for improved performance.
+    #
+    # persist_connections: false
+
+    ## @param allow_redirects - boolean - optional - default: true
+    ## Whether or not to allow URL redirection.
+    #
+    # allow_redirects: true
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 15
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    #
+    # min_collection_interval: 15
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
diff --git a/milvus/datadog_checks/milvus/metrics.py b/milvus/datadog_checks/milvus/metrics.py
new file mode 100644
index 0000000000000..bd6a7ff744e59
--- /dev/null
+++ b/milvus/datadog_checks/milvus/metrics.py
@@ -0,0 +1,231 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+METRIC_MAP = {
+    'milvus_build_info': {'type': 'metadata', 'label': 'version', 'name': 'version'},
+    'milvus_cgo_active_future_total': 'cgo.active_future_total',
+    'milvus_cgo_cgo_duration_seconds': 'cgo.cgo_duration_seconds',
+    'milvus_cgo_cgo_queue_duration_seconds': 'cgo.cgo_queue_duration_seconds',
+    'milvus_cgo_running_cgo_call_total': 'cgo.running_cgo_call_total',
+    'milvus_datacoord_channel_checkpoint_unix_seconds': {
+        'name': 'datacoord.time_since_channel_checkpoint',
+        'type': 'time_elapsed',
+    },
+    'milvus_datacoord_collection_num': 'datacoord.collection_num',
+    'milvus_datacoord_consume_datanode_tt_lag_ms': 'datacoord.consume_datanode_tt_lag_ms',
+    'milvus_datacoord_datanode_num': 'datacoord.datanode_num',
+    'milvus_datacoord_import_tasks': 'datacoord.import_tasks',
+    'milvus_datacoord_index_node_num': 'datacoord.index.node_num',
+    'milvus_datacoord_index_req_count': 'datacoord.index.req',
+    'milvus_datacoord_index_task_count': 'datacoord.index.task',
+    'milvus_datacoord_segment_num': 'datacoord.segment_num',
+    'milvus_datacoord_stored_binlog_size': 'datacoord.stored.binlog_size',
+    'milvus_datacoord_stored_index_files_size': 'datacoord.stored.index_files_size',
+    'milvus_datacoord_stored_rows_num': 'datacoord.stored.rows_num',
+    'milvus_datacoord_task_execute_max_latency': 'datacoord.task_execute_max_latency',
+    'milvus_datacoord_watched_dml_chanel_num': 'datacoord.watched_dml_chanel_num',
+    'milvus_datanode_autoflush_buffer_op_count': 'datanode.autoflush_buffer_op',
+    'milvus_datanode_consume_bytes_count': 'datanode.consume.bytes',
+    'milvus_datanode_consume_msg_count': 'datanode.consume.msg',
+    'milvus_datanode_consume_tt_lag_ms': 'datanode.consume.tt_lag_ms',
+    'milvus_datanode_encode_buffer_latency': 'datanode.encode_buffer_latency',
+    'milvus_datanode_flowgraph_num': 'datanode.flowgraph_num',
+    'milvus_datanode_flush_buffer_op_count': 'datanode.flush.buffer_op',
+    'milvus_datanode_flush_req_count': 'datanode.flush.req',
+    'milvus_datanode_flushed_data_rows': 'datanode.flushed_data.rows',
+    'milvus_datanode_flushed_data_size': 'datanode.flushed_data.size',
+    'milvus_datanode_msg_dispatcher_tt_lag_ms': 'datanode.msg.dispatcher_tt_lag_ms',
+    'milvus_datanode_msg_rows_count': 'datanode.msg.rows',
+    'milvus_datanode_save_latency': 'datanode.save_latency',
+    'milvus_flushed_segment_file_num': 'flushed_segment_file_num',
+    'milvus_indexnode_build_index_latency': 'indexnode.build_index_latency',
+    'milvus_indexnode_encode_index_latency': 'indexnode.encode_index_latency',
+    'milvus_indexnode_index_task_count': 'indexnode.index.task',
+    'milvus_indexnode_index_task_latency_in_queue': 'indexnode.index.task_latency_in_queue',
+    'milvus_indexnode_knowhere_build_index_latency': 'indexnode.knowhere_build_index_latency',
+    'milvus_indexnode_save_index_latency': 'indexnode.save_index_latency',
+    'milvus_meta_kv_size': 'meta.kv_size',
+    'milvus_meta_op_count': 'meta.op',
+    'milvus_meta_request_latency': 'meta.request_latency',
+    'milvus_msg_queue_consumer_num': 'msg_queue_consumer_num',
+    'milvus_msgstream_op_count': 'msgstream.op',
+    'milvus_msgstream_request_latency': 'msgstream.request_latency',
+    'milvus_num_node': 'num_node',
+    'milvus_proxy_apply_pk_latency': 'proxy.apply.pk_latency',
+    'milvus_proxy_apply_timestamp_latency': 'proxy.apply.timestamp_latency',
+    'milvus_proxy_assign_segmentID_latency': 'proxy.assign_segmentID_latency',
+    'milvus_proxy_cache_hit_count': 'proxy.cache.hit',
+    'milvus_proxy_cache_update_latency': 'proxy.cache.update_latency',
+    'milvus_proxy_delete_vectors_count': 'proxy.delete_vectors',
+    'milvus_proxy_msgstream_obj_num': 'proxy.msgstream_obj_num',
+    'milvus_proxy_mutation_send_latency': 'proxy.mutation_send_latency',
+    'milvus_proxy_rate_limit_req_count': 'proxy.rate_limit_req',
+    'milvus_proxy_report_value': 'proxy.report_value',
+    'milvus_proxy_req_count': 'proxy.req',
+    'milvus_proxy_req_in_queue_latency': 'proxy.req.in_queue_latency',
+    'milvus_proxy_req_latency': 'proxy.req.latency',
+    'milvus_proxy_send_bytes_count': 'proxy.send_bytes',
+    'milvus_proxy_sq_decode_result_latency': 'proxy.sq.decode_result_latency',
+    'milvus_proxy_sq_reduce_result_latency': 'proxy.sq.reduce_result_latency',
+    'milvus_proxy_sq_wait_result_latency': 'proxy.sq.wait_result_latency',
+    'milvus_proxy_sync_segment_request_length': 'proxy.sync_segment_request_length',
+    'milvus_proxy_tt_lag_ms': 'proxy.tt_lag_ms',
+    'milvus_querycoord_collection_num': 'querycoord.collection_num',
+    'milvus_querycoord_current_target_checkpoint_unix_seconds': {
+        'name': 'querycoord.current_target_checkpoint_unix_seconds',
+        'type': 'time_elapsed',
+    },
+    'milvus_querycoord_load_latency': 'querycoord.load.latency',
+    'milvus_querycoord_load_req_count': 'querycoord.load.req',
+    'milvus_querycoord_partition_num': 'querycoord.partition_num',
+    'milvus_querycoord_querynode_num': 'querycoord.querynode_num',
+    'milvus_querycoord_release_latency': 'querycoord.release.latency',
+    'milvus_querycoord_release_req_count': 'querycoord.release.req',
+    'milvus_querycoord_task_num': 'querycoord_task_num',
+    'milvus_querynode_apply_bf_latency': 'querynode.apply_bf_latency',
+    'milvus_querynode_collection_num': 'querynode.collection_num',
+    'milvus_querynode_consume_bytes_counter': 'querynode.consume.bytes_counter',
+    'milvus_querynode_consume_msg_count': 'querynode.consume.msg',
+    'milvus_querynode_consume_tt_lag_ms': 'querynode.consume.tt_lag_ms',
+    'milvus_querynode_disk_cache_evict_bytes': 'querynode.disk.cache.evict.bytes',
+    'milvus_querynode_disk_cache_evict_duration': 'querynode.disk.cache.evict.duration',
+    'milvus_querynode_disk_cache_evict_global_duration': 'querynode.disk.cache.evict.global_duration',
+    'milvus_querynode_disk_cache_evict': 'querynode.disk.cache.evict',
+    'milvus_querynode_disk_cache_load_bytes': 'querynode.disk.cache.load.bytes',
+    'milvus_querynode_disk_cache_load_duration': 'querynode.disk.cache.load.duration',
+    'milvus_querynode_disk_cache_load_global_duration': 'querynode.disk.cache.load.global_duration',
+    'milvus_querynode_disk_cache_load': 'querynode.disk.cache.load',
+    'milvus_querynode_disk_used_size': 'querynode.disk.used_size',
+    'milvus_querynode_dml_vchannel_num': 'querynode.dml_vchannel_num',
+    'milvus_querynode_entity_num': 'querynode.entity.num',
+    'milvus_querynode_entity_size': 'querynode.entity.size',
+    'milvus_querynode_execute_bytes_counter': 'querynode.execute_bytes_counter',
+    'milvus_querynode_flowgraph_num': 'querynode.flowgraph_num',
+    'milvus_querynode_forward_delete_latency': 'querynode.forward_delete_latency',
+    'milvus_querynode_load_index_latency': 'querynode.load.index_latency',
+    'milvus_querynode_load_segment_concurrency': 'querynode.load.segment.concurrency',
+    'milvus_querynode_load_segment_latency': 'querynode.load.segment.latency',
+    'milvus_querynode_msg_dispatcher_tt_lag_ms': 'querynode.msg_dispatcher_tt_lag_ms',
+    'milvus_querynode_partition_num': 'querynode.partition_num',
+    'milvus_querynode_process_insert_or_delete_latency': 'querynode.process_insert_or_delete_latency',
+    'milvus_querynode_read_task_concurrency': 'querynode.read_task.concurrency',
+    'milvus_querynode_read_task_ready_len': 'querynode.read_task.ready_len',
+    'milvus_querynode_read_task_unsolved_len': 'querynode.read_task.unsolved_len',
+    'milvus_querynode_search_group_nq': 'querynode.search.group.nq',
+    'milvus_querynode_search_group_size': 'querynode.search.group.size',
+    'milvus_querynode_search_group_topk': 'querynode.search.group.topk',
+    'milvus_querynode_search_nq': 'querynode.search.nq',
+    'milvus_querynode_search_topk': 'querynode.search.topk',
+    'milvus_querynode_segment_access_duration': 'querynode.segment.access.duration',
+    'milvus_querynode_segment_access_global_duration': 'querynode.segment.access.global_duration',
+    'milvus_querynode_segment_access': 'querynode.segment.access',
+    'milvus_querynode_segment_access_wait_cache_duration': 'querynode.segment.access.wait_cache.duration',
+    'milvus_querynode_segment_access_wait_cache_global_duration': 'querynode.segment.access.wait_cache.global_duration',
+    'milvus_querynode_segment_access_wait_cache': 'querynode.segment.access.wait_cache',
+    'milvus_querynode_segment_latency_per_vector': 'querynode.segment.latency_per_vector',
+    'milvus_querynode_segment_num': 'querynode.segment.num',
+    'milvus_querynode_sq_core_latency': 'querynode.sq.core_latency',
+    'milvus_querynode_sq_queue_latency': 'querynode.sq.queue.latency',
+    'milvus_querynode_sq_queue_user_latency': 'querynode.sq.queue.user_latency',
+    'milvus_querynode_sq_reduce_latency': 'querynode.sq.reduce_latency',
+    'milvus_querynode_sq_req_count': 'querynode.sq.req',
+    'milvus_querynode_sq_req_latency': 'querynode.sq.req.latency',
+    'milvus_querynode_sq_segment_latency': 'querynode.sq.segment_latency',
+    'milvus_querynode_sq_wait_tsafe_latency': 'querynode.sq.wait_tsafe_latency',
+    'milvus_querynode_wait_processing_msg_count': 'querynode.wait_processing_msg',
+    'milvus_querynode_watch_dml_channel_latency': 'querynode.watch_dml_channel_latency',
+    'milvus_rootcoord_collection_num': 'rootcoord.collection_num',
+    'milvus_rootcoord_credential_num': 'rootcoord.credential_num',
+    'milvus_rootcoord_ddl_req_count': 'rootcoord.ddl_req',
+    'milvus_rootcoord_ddl_req_latency': 'rootcoord.ddl_req.latency',
+    'milvus_rootcoord_ddl_req_latency_in_queue': 'rootcoord.ddl_req.latency_in_queue',
+    'milvus_rootcoord_dml_channel_num': 'rootcoord.dml_channel_num',
+    'milvus_rootcoord_entity_num': 'rootcoord.entity_num',
+    'milvus_rootcoord_force_deny_writing_counter': 'rootcoord.force_deny_writing_counter',
+    'milvus_rootcoord_id_alloc_count': 'rootcoord.id_alloc',
+    'milvus_rootcoord_indexed_entity_num': 'rootcoord.indexed_entity_num',
+    'milvus_rootcoord_msgstream_obj_num': 'rootcoord.msgstream_obj_num',
+    'milvus_rootcoord_num_of_roles': 'rootcoord.num_of_roles',
+    'milvus_rootcoord_partition_num': 'rootcoord.partition_num',
+    'milvus_rootcoord_produce_tt_lag_ms': 'rootcoord.produce_tt_lag_ms',
+    'milvus_rootcoord_proxy_num': 'rootcoord.proxy_num',
+    'milvus_rootcoord_qn_mem_high_water_level': 'rootcoord.qn_mem_high_water_level',
+    'milvus_rootcoord_sync_timetick_latency': 'rootcoord.sync_timetick_latency',
+    'milvus_rootcoord_timestamp': 'rootcoord.timestamp',
+    'milvus_rootcoord_timestamp_saved': 'rootcoord.timestamp_saved',
+    'milvus_runtime_info': 'runtime_info',
+    'milvus_storage_kv_size': 'storage.kv_size',
+    'milvus_storage_op_count': 'storage.op',
+    'milvus_storage_request_latency': 'storage.request_latency',
+    'bf_search_cnt': 'bf_search_cnt',
+    'bitset_ratio': 'bitset_ratio',
+    'build_latency': 'build_latency',
+    'cache_hit_cnt': 'cache_hit_cnt',
+    'diskann_range_search_iters': 'diskann.range_search_iters',
+    'diskann_search_hops': 'diskann.search_hops',
+    'diskann_bitset_ratio': 'diskann_bitset_ratio',
+    'exec_latency': 'exec_latency',
+    'filter_connectivity_ratio': 'filter.connectivity_ratio',
+    'filter_mv_activated_fields_cnt': 'filter.mv.activated_fields_cnt',
+    'filter_mv_change_base_cnt': 'filter.mv.change_base_cnt',
+    'filter_mv_only_cnt': 'filter.mv.only_cnt',
+    'filter_mv_supplement_ep_bool_cnt': 'filter.mv.supplement_ep_bool_cnt',
+    'go_gc_duration_seconds': 'go.gc_duration_seconds',
+    'go_goroutines': 'go.goroutines',
+    'go_info': 'go.info',
+    'go_memstats_alloc_bytes': {'name': 'go.memstats.alloc_bytes', 'type': 'native_dynamic'},
+    'go_memstats_buck_hash_sys_bytes': 'go.memstats.buck_hash_sys_bytes',
+    'go_memstats_frees': 'go.memstats.frees',
+    'go_memstats_gc_sys_bytes': 'go.memstats.gc_sys_bytes',
+    'go_memstats_heap_alloc_bytes': 'go.memstats.heap.alloc_bytes',
+    'go_memstats_heap_idle_bytes': 'go.memstats.heap.idle_bytes',
+    'go_memstats_heap_inuse_bytes': 'go.memstats.heap.inuse_bytes',
+    'go_memstats_heap_objects': 'go.memstats.heap.objects',
+    'go_memstats_heap_released_bytes': 'go.memstats.heap.released_bytes',
+    'go_memstats_heap_sys_bytes': 'go.memstats.heap.sys_bytes',
+    'go_memstats_last_gc_time_seconds': 'go.memstats.last_gc_time_seconds',
+    'go_memstats_lookups': 'go.memstats.lookups',
+    'go_memstats_mallocs': 'go.memstats.mallocs',
+    'go_memstats_mcache_inuse_bytes': 'go.memstats.mcache.inuse_bytes',
+    'go_memstats_mcache_sys_bytes': 'go.memstats.mcache.sys_bytes',
+    'go_memstats_mspan_inuse_bytes': 'go.memstats.mspan.inuse_bytes',
+    'go_memstats_mspan_sys_bytes': 'go.memstats.mspan.sys_bytes',
+    'go_memstats_next_gc_bytes': 'go.memstats.next_gc_bytes',
+    'go_memstats_other_sys_bytes': 'go.memstats.other_sys_bytes',
+    'go_memstats_stack_inuse_bytes': 'go.memstats.stack.inuse_bytes',
+    'go_memstats_stack_sys_bytes': 'go.memstats.stack.sys_bytes',
+    'go_memstats_sys_bytes': 'go.memstats.sys_bytes',
+    'go_threads': 'go.threads',
+    'graph_search_cnt': 'graph_search_cnt',
+    'hnsw_bitset_ratio': 'hnsw.bitset_ratio',
+    'hnsw_search_hops': 'hnsw.search_hops',
+    'internal_core_search_latency': 'internal.core_search_latency',
+    'internal_mmap_allocated_space_bytes': 'internal.mmap.allocated_space_bytes',
+    'internal_mmap_in_used_space_bytes': 'internal.mmap.in_used_space_bytes',
+    'internal_storage_kv_size': 'internal.storage.kv_size',
+    'internal_storage_load_duration': 'internal.storage.load_duration',
+    'internal_storage_op_count': 'internal.storage.op',
+    'internal_storage_request_latency': 'internal.storage.request_latency',
+    'io_cnt': 'io_cnt',
+    'ivf_search_cnt': 'ivf_search_cnt',
+    'load_latency': 'load_latency',
+    'process_cpu_seconds': 'process.cpu_seconds',
+    'process_max_fds': 'process.max_fds',
+    'process_open_fds': 'process.open_fds',
+    'process_resident_memory_bytes': 'process.resident_memory_bytes',
+    'process_start_time_seconds': {'name': 'process.start_time_seconds', 'type': 'time_elapsed'},
+    'process_virtual_memory_bytes': 'process.virtual_memory.bytes',
+    'process_virtual_memory_max_bytes': 'process.virtual_memory.max_bytes',
+    'quant_compute_cnt': 'quant.compute_cnt',
+    'queue_latency': 'queue.latency',
+    'range_search_latency': 'range_search_latency',
+    'raw_compute_cnt': 'raw_compute_cnt',
+    're_search_cnt': 're_search_cnt',
+    'search_latency': 'search.latency',
+    'search_topk': 'search.topk',
+}
+
+RENAME_LABELS_MAP = {
+    'version': 'milvus_version',
+}
diff --git a/milvus/hatch.toml b/milvus/hatch.toml
new file mode 100644
index 0000000000000..c85c5f07a7df2
--- /dev/null
+++ b/milvus/hatch.toml
@@ -0,0 +1,4 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
diff --git a/milvus/manifest.json b/milvus/manifest.json
new file mode 100644
index 0000000000000..0e115770c0b7d
--- /dev/null
+++ b/milvus/manifest.json
@@ -0,0 +1,54 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "38ddb395-6770-4b81-9730-e43cf4b4b2a0",
+  "app_id": "milvus",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Monitor the performance and usage of your Milvus deployments.",
+    "title": "Milvus",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::AI/ML",
+      "Offering::Integration",
+      "Submitted Data Type::Metrics",
+      "Submitted Data Type::Logs"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 30880529,
+      "source_type_name": "Milvus",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "milvus.",
+        "check": "milvus.build_info",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      },
+      "process_signatures": [
+        "milvus run standalone"
+      ]
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/milvus/metadata.csv b/milvus/metadata.csv
new file mode 100644
index 0000000000000..a845480cf1521
--- /dev/null
+++ b/milvus/metadata.csv
@@ -0,0 +1,387 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+milvus.bf_search_cnt.bucket,count,,,,Histogram bucket for the number of brute-force searches per request,0,milvus,,,
+milvus.bf_search_cnt.count,count,,,,Count aggregation of brute-force searches per request,0,milvus,,,
+milvus.bf_search_cnt.sum,count,,,,Sum aggregation of brute-force searches per request,0,milvus,,,
+milvus.bitset_ratio.bucket,count,,,,Bitset ratio histogram bucket,0,milvus,,,
+milvus.bitset_ratio.count,count,,,,Count of bitset ratio calculations,0,milvus,,,
+milvus.bitset_ratio.sum,count,,,,Sum of bitset ratios,0,milvus,,,
+milvus.build_info,gauge,,,,Build information of milvus,0,milvus,,,
+milvus.build_latency.bucket,count,,,,Index build latency histogram bucket,0,milvus,,,
+milvus.build_latency.count,count,,,,Count of index builds,0,milvus,,,
+milvus.build_latency.sum,count,,second,,Sum of index build latencies(s),0,milvus,,,
+milvus.cache_hit_cnt.bucket,count,,,,Histogram bucket for the cache hit count per request,0,milvus,,,
+milvus.cache_hit_cnt.count,count,,,,Count aggregation of cache hit count per request,0,milvus,,,
+milvus.cache_hit_cnt.sum,count,,,,Sum aggregation of cache hit count per request,0,milvus,,,
+milvus.cgo.active_future_total,gauge,,,,Total number of active futures.,0,milvus,,,
+milvus.cgo.cgo_duration_seconds.bucket,count,,,,Histogram bucket of cgo call duration in seconds,0,milvus,,,
+milvus.cgo.cgo_duration_seconds.count,count,,,,Count of cgo calls,0,milvus,,,
+milvus.cgo.cgo_duration_seconds.sum,count,,second,,Sum of cgo call duration in seconds.,0,milvus,,,
+milvus.cgo.cgo_queue_duration_seconds.bucket,count,,,,Histogram bucket for the duration of cgo calls in queue,0,milvus,,,
+milvus.cgo.cgo_queue_duration_seconds.count,count,,,,Counnt of cgo calls in queue,0,milvus,,,
+milvus.cgo.cgo_queue_duration_seconds.sum,count,,second,,Sum of the duration of cgo calls in queue,0,milvus,,,
+milvus.cgo.running_cgo_call_total,gauge,,,,Total number of running cgo calls.,0,milvus,,,
+milvus.datacoord.channel_checkpoint_unix_seconds,gauge,,,,Channel checkpoint timestamp in Unix seconds,0,milvus,,,
+milvus.datacoord.collection_num,gauge,,,,Number of collections,0,milvus,,,
+milvus.datacoord.consume_datanode_tt_lag_ms,gauge,,millisecond,,Now time minus time travel per physical channel,0,milvus,,,
+milvus.datacoord.datanode_num,gauge,,,,Number of data nodes,0,milvus,,,
+milvus.datacoord.import_tasks,gauge,,,,The import tasks grouping by type and state,0,milvus,,,
+milvus.datacoord.index.node_num,gauge,,,,Number of IndexNodes managed by IndexCoord,0,milvus,,,
+milvus.datacoord.index.req.count,count,,,,Number of building index requests,0,milvus,,,
+milvus.datacoord.index.task,gauge,,,,Number of index tasks of each type,0,milvus,,,
+milvus.datacoord.segment_num,gauge,,,,Number of segments,0,milvus,,,
+milvus.datacoord.stored.binlog_size,gauge,,byte,,Binlog size of healthy segments,0,milvus,,,
+milvus.datacoord.stored.index_files_size,gauge,,byte,,Index files size of the segments,0,milvus,,,
+milvus.datacoord.stored.rows_num,gauge,,,,Number of stored rows of healthy segment,0,milvus,,,
+milvus.datacoord.task_execute_max_latency.bucket,count,,,,Histogram bucket for the latency of task execute operation,0,milvus,,,
+milvus.datacoord.task_execute_max_latency.count,count,,,,Count of task execute operations,0,milvus,,,
+milvus.datacoord.task_execute_max_latency.sum,count,,millisecond,,Sum of the latency of task execute operations,0,milvus,,,
+milvus.datacoord.watched_dml_chanel_num,gauge,,,,The num of data manipulation language channel watched by datanode,0,milvus,,,
+milvus.datanode.autoflush_buffer_op.count,count,,,,Count of auto flush buffer operations,0,milvus,,,
+milvus.datanode.consume.bytes.count,count,,,,Count of consumed bytes,0,milvus,,,
+milvus.datanode.consume.msg.count,count,,,,Count of consumed msg,0,milvus,,,
+milvus.datanode.consume.tt_lag_ms,gauge,,millisecond,,Now time minus time travel per physical channel,0,milvus,,,
+milvus.datanode.encode_buffer_latency.bucket,count,,,,Histogram bucket for the latency of encode buffer data,0,milvus,,,
+milvus.datanode.encode_buffer_latency.count,count,,,,Count of encode buffer data operations,0,milvus,,,
+milvus.datanode.encode_buffer_latency.sum,count,,millisecond,,Sum of the latency of encode buffer data operations,0,milvus,,,
+milvus.datanode.flowgraph_num,gauge,,,,Number of flowgraphs,0,milvus,,,
+milvus.datanode.flush.buffer_op.count,count,,,,Count of flush buffer operations,0,milvus,,,
+milvus.datanode.flush.req.count,count,,,,Count of flush request,0,milvus,,,
+milvus.datanode.flushed_data.rows.count,count,,,,Num of rows flushed to storage,0,milvus,,,
+milvus.datanode.flushed_data.size.count,count,,byte,,Byte size of data flushed to storage,0,milvus,,,
+milvus.datanode.msg.dispatcher_tt_lag_ms,gauge,,millisecond,,time.Now() sub dispatcher's current consume time,0,milvus,,,
+milvus.datanode.msg.rows.count,count,,,,Count of rows consumed from msgStream,0,milvus,,,
+milvus.datanode.save_latency.bucket,count,,,,Histogram bucket for the latency of saving flush data to storage,0,milvus,,,
+milvus.datanode.save_latency.count,count,,,,Count of saving flush data to storage events,0,milvus,,,
+milvus.datanode.save_latency.sum,count,,millisecond,,Sum of the latency of saving flush data to storage events,0,milvus,,,
+milvus.diskann.range_search_iters.bucket,count,,,,Histogram bucket for DISKANN range search iterations,0,milvus,,,
+milvus.diskann.range_search_iters.count,count,,,,Count of DISKANN range search events,0,milvus,,,
+milvus.diskann.range_search_iters.sum,count,,,,Sum of DISKANN range search iterations,0,milvus,,,
+milvus.diskann.search_hops.bucket,count,,,,Histogram for DISKANN search hops,0,milvus,,,
+milvus.diskann.search_hops.count,count,,,,Count of DISKANN search hop events,0,milvus,,,
+milvus.diskann.search_hops.sum,count,,,,Sum of DISKANN search hops,0,milvus,,,
+milvus.diskann_bitset_ratio.bucket,count,,,,Histogram bucket for the DISKANN bitset ratio for search and range search,0,milvus,,,
+milvus.diskann_bitset_ratio.count,count,,,,Count of the DISKANN bitset ratio operations for search and range search,0,milvus,,,
+milvus.diskann_bitset_ratio.sum,count,,,,Sum of the DISKANN bitset ratio for search and range search,0,milvus,,,
+milvus.exec_latency.bucket,count,,,,Histogram bucket for the execute latency per request,0,milvus,,,
+milvus.exec_latency.count,count,,,,Count aggregation of the execute latency per request,0,milvus,,,
+milvus.exec_latency.sum,count,,,,Sum aggregation of the execute latency per request,0,milvus,,,
+milvus.filter.connectivity_ratio.bucket,count,,,,Histogram bucket for the average connectivity ratio set under filtering per request,0,milvus,,,
+milvus.filter.connectivity_ratio.count,count,,,,Count of the connectivity ratios set under filtering per request,0,milvus,,,
+milvus.filter.connectivity_ratio.sum,count,,,,Sum of the average connectivity ratios set under filtering per request,0,milvus,,,
+milvus.filter.mv.activated_fields_cnt.bucket,count,,,,Histogram bucket of the average materialized view activated fields per request,0,milvus,,,
+milvus.filter.mv.activated_fields_cnt.count,count,,,,Count of the requests activating materialized view fields,0,milvus,,,
+milvus.filter.mv.activated_fields_cnt.sum,count,,,,Sum of the average materialized view activated fields per request,0,milvus,,,
+milvus.filter.mv.change_base_cnt.bucket,count,,,,Histogram bucket for the materialized view change base count per request,0,milvus,,,
+milvus.filter.mv.change_base_cnt.count,count,,,,Count of requests triggering materialized view change base events,0,milvus,,,
+milvus.filter.mv.change_base_cnt.sum,count,,,,Sum of materialized view change base counts per request,0,milvus,,,
+milvus.filter.mv.only_cnt.bucket,count,,,,Histogram bucket for the materialized view only count per request,0,milvus,,,
+milvus.filter.mv.only_cnt.count,count,,,,Count of requests that trigger materialized view only events,0,milvus,,,
+milvus.filter.mv.only_cnt.sum,count,,,,Sum of materialized view only counts,0,milvus,,,
+milvus.filter.mv.supplement_ep_bool_cnt.bucket,count,,,,Histogram bucket for materialized view supplement entry point from bitset boolean count per request,0,milvus,,,
+milvus.filter.mv.supplement_ep_bool_cnt.count,count,,,,Count of requests triggering a materialized view supplement entry point from bitset boolean event,0,milvus,,,
+milvus.filter.mv.supplement_ep_bool_cnt.sum,count,,,,Sum of materialized view supplement entry point from bitset boolean events,0,milvus,,,
+milvus.flushed_segment_file_num.bucket,count,,,,Histogram bucket for the number of files for flushed segment,0,milvus,,,
+milvus.flushed_segment_file_num.count,count,,,,Count of flushed segment events,0,milvus,,,
+milvus.flushed_segment_file_num.sum,count,,,,Sum of the number of files for flushed segments,0,milvus,,,
+milvus.go.gc_duration_seconds.count,count,,,,A summary of the pause duration of garbage collection cycles.,0,milvus,,,
+milvus.go.gc_duration_seconds.quantile,gauge,,,,A summary of the pause duration of garbage collection cycles.,0,milvus,,,
+milvus.go.gc_duration_seconds.sum,count,,,,A summary of the pause duration of garbage collection cycles.,0,milvus,,,
+milvus.go.goroutines,gauge,,,,Number of goroutines that currently exist.,0,milvus,,,
+milvus.go.info,gauge,,,,Information about the Go environment.,0,milvus,,,
+milvus.go.memstats.alloc_bytes,gauge,,,,Number of bytes allocated and still in use.,0,milvus,,,
+milvus.go.memstats.alloc_bytes.count,count,,,,"Total number of bytes allocated, even if freed.",0,milvus,,,
+milvus.go.memstats.buck_hash_sys_bytes,gauge,,,,Number of bytes used by the profiling bucket hash table.,0,milvus,,,
+milvus.go.memstats.frees.count,count,,,,Total number of frees.,0,milvus,,,
+milvus.go.memstats.gc_sys_bytes,gauge,,,,Number of bytes used for garbage collection system metadata.,0,milvus,,,
+milvus.go.memstats.heap.alloc_bytes,gauge,,,,Number of heap bytes allocated and still in use.,0,milvus,,,
+milvus.go.memstats.heap.idle_bytes,gauge,,,,Number of heap bytes waiting to be used.,0,milvus,,,
+milvus.go.memstats.heap.inuse_bytes,gauge,,,,Number of heap bytes that are in use.,0,milvus,,,
+milvus.go.memstats.heap.objects,gauge,,,,Number of allocated objects.,0,milvus,,,
+milvus.go.memstats.heap.released_bytes,gauge,,,,Number of heap bytes released to OS.,0,milvus,,,
+milvus.go.memstats.heap.sys_bytes,gauge,,,,Number of heap bytes obtained from system.,0,milvus,,,
+milvus.go.memstats.last_gc_time_seconds,gauge,,,,Number of seconds since 1970 of last garbage collection.,0,milvus,,,
+milvus.go.memstats.lookups.count,count,,,,Total number of pointer lookups.,0,milvus,,,
+milvus.go.memstats.mallocs.count,count,,,,Total number of mallocs.,0,milvus,,,
+milvus.go.memstats.mcache.inuse_bytes,gauge,,,,Number of bytes in use by mcache structures.,0,milvus,,,
+milvus.go.memstats.mcache.sys_bytes,gauge,,,,Number of bytes used for mcache structures obtained from system.,0,milvus,,,
+milvus.go.memstats.mspan.inuse_bytes,gauge,,,,Number of bytes in use by mspan structures.,0,milvus,,,
+milvus.go.memstats.mspan.sys_bytes,gauge,,,,Number of bytes used for mspan structures obtained from system.,0,milvus,,,
+milvus.go.memstats.next_gc_bytes,gauge,,,,Number of heap bytes when next garbage collection will take place.,0,milvus,,,
+milvus.go.memstats.other_sys_bytes,gauge,,,,Number of bytes used for other system allocations.,0,milvus,,,
+milvus.go.memstats.stack.inuse_bytes,gauge,,,,Number of bytes in use by the stack allocator.,0,milvus,,,
+milvus.go.memstats.stack.sys_bytes,gauge,,,,Number of bytes obtained from system for stack allocator.,0,milvus,,,
+milvus.go.memstats.sys_bytes,gauge,,,,Number of bytes obtained from system.,0,milvus,,,
+milvus.go.threads,gauge,,,,Number of OS threads created.,0,milvus,,,
+milvus.graph_search_cnt.bucket,count,,,,Histogram bucket for the number of graph search per request,0,milvus,,,
+milvus.graph_search_cnt.count,count,,,,Count of requests that trigger a graph search,0,milvus,,,
+milvus.graph_search_cnt.sum,count,,,,Sum of graph searches,0,milvus,,,
+milvus.hnsw.bitset_ratio.bucket,count,,,,Histogram bucket of the HNSW bitset ratio for search and range search,0,milvus,,,
+milvus.hnsw.bitset_ratio.count,count,,,,Count aggregation of the HNSW bitset ratio for search and range search,0,milvus,,,
+milvus.hnsw.bitset_ratio.sum,count,,,,Sum aggregation of the HNSW bitset ratio for search and range search,0,milvus,,,
+milvus.hnsw.search_hops.bucket,count,,,,Histogram bucket of the HNSW search hops in layer 0,0,milvus,,,
+milvus.hnsw.search_hops.count,count,,,,Count aggregation of the HNSW search hops in layer 0,0,milvus,,,
+milvus.hnsw.search_hops.sum,count,,,,Sum aggregation of the HNSW search hops in layer 0,0,milvus,,,
+milvus.indexnode.build_index_latency.bucket,count,,,,Histogram bucket of the latency of build index for segment,0,milvus,,,
+milvus.indexnode.build_index_latency.count,count,,,,Count of build index events,0,milvus,,,
+milvus.indexnode.build_index_latency.sum,count,,millisecond,,Sum of the latency of build index events,0,milvus,,,
+milvus.indexnode.encode_index_latency.bucket,count,,,,Histogram bucket of the latency of encoding the index file,0,milvus,,,
+milvus.indexnode.encode_index_latency.count,count,,,,Count of the index file encoding events,0,milvus,,,
+milvus.indexnode.encode_index_latency.sum,count,,millisecond,,Sum of the latency of index file encoding events,0,milvus,,,
+milvus.indexnode.index.task.count,count,,,,Number of tasks that index node received,0,milvus,,,
+milvus.indexnode.index.task_latency_in_queue.bucket,count,,,,Histogram bucket for the latency of index task in queue,0,milvus,,,
+milvus.indexnode.index.task_latency_in_queue.count,count,,,,Count of index task in queue,0,milvus,,,
+milvus.indexnode.index.task_latency_in_queue.sum,count,,millisecond,,Sum of the latency of index task in queue,0,milvus,,,
+milvus.indexnode.knowhere_build_index_latency.bucket,count,,,,Histogram bucket for the latency of building the index by knowhere,0,milvus,,,
+milvus.indexnode.knowhere_build_index_latency.count,count,,,,Count of index builds by knowhere,0,milvus,,,
+milvus.indexnode.knowhere_build_index_latency.sum,count,,millisecond,,Sum of the latency of building the index by knowhere,0,milvus,,,
+milvus.indexnode.save_index_latency.bucket,count,,,,Histogram bucket for the latency of saving the index file,0,milvus,,,
+milvus.indexnode.save_index_latency.count,count,,,,Count of index file save envents,0,milvus,,,
+milvus.indexnode.save_index_latency.sum,count,,millisecond,,Sum of the latency of saving the index file,0,milvus,,,
+milvus.internal.core_search_latency.bucket,count,,,,Histogram bucket for the [cpp]latency(us) of search on segment,0,milvus,,,
+milvus.internal.core_search_latency.count,count,,,,Count aggregation of [cpp]latency(us) of search on segment,0,milvus,,,
+milvus.internal.core_search_latency.sum,count,,microsecond,,Sum aggregation of [cpp]latency(us) of search on segment,0,milvus,,,
+milvus.internal.mmap.allocated_space_bytes.bucket,count,,,,Histogram bucket for the [cpp]mmap allocated space stats,0,milvus,,,
+milvus.internal.mmap.allocated_space_bytes.count,count,,,,Count aggregation of [cpp]mmap allocated space stats,0,milvus,,,
+milvus.internal.mmap.allocated_space_bytes.sum,count,,,,Sum aggregation of [cpp]mmap allocated space stats,0,milvus,,,
+milvus.internal.mmap.in_used_space_bytes,gauge,,,,[cpp]mmap in used space stats,0,milvus,,,
+milvus.internal.storage.kv_size.bucket,count,,,,Histogram bucket for the [cpp]key-value size stats,0,milvus,,,
+milvus.internal.storage.kv_size.count,count,,,,Count aggregation of [cpp]key-value size stats,0,milvus,,,
+milvus.internal.storage.kv_size.sum,count,,,,Sum aggregation of [cpp]key-value size stats,0,milvus,,,
+milvus.internal.storage.load_duration.bucket,count,,,,Histogram bucket for the [cpp]durations of load segment,0,milvus,,,
+milvus.internal.storage.load_duration.count,count,,,,Count aggregation of [cpp]durations of load segment,0,milvus,,,
+milvus.internal.storage.load_duration.sum,count,,,,Sum aggregation of [cpp]durations of load segment,0,milvus,,,
+milvus.internal.storage.op.count,count,,,,[cpp]count of persistent data operation,0,milvus,,,
+milvus.internal.storage.request_latency.bucket,count,,,,Histogram bucket for the [cpp]request latency(ms) on the client side,0,milvus,,,
+milvus.internal.storage.request_latency.count,count,,,,Count aggregation of [cpp]request latency(ms) on the client side,0,milvus,,,
+milvus.internal.storage.request_latency.sum,count,,millisecond,,Sum aggregation of [cpp]request latency(ms) on the client side,0,milvus,,,
+milvus.io_cnt.bucket,count,,,,Histogram bucket for the IO count per request,0,milvus,,,
+milvus.io_cnt.count,count,,,,Count of requests triggering IO operations,0,milvus,,,
+milvus.io_cnt.sum,count,,,,Sum of IO operation counts,0,milvus,,,
+milvus.ivf_search_cnt.bucket,count,,,,Histogram bucket for the number of inverted file search per request,0,milvus,,,
+milvus.ivf_search_cnt.count,count,,,,Count of requests trigerring an inverted file search,0,milvus,,,
+milvus.ivf_search_cnt.sum,count,,,,Sum of inverted file searches,0,milvus,,,
+milvus.load_latency.bucket,count,,,,Histogram bucket for the index load latency (ms),0,milvus,,,
+milvus.load_latency.count,count,,,,Count of index load events,0,milvus,,,
+milvus.load_latency.sum,count,,millisecond,,Sum of index load latency (ms),0,milvus,,,
+milvus.meta.kv_size.bucket,count,,,,Histogram for the key-value size stats,0,milvus,,,
+milvus.meta.kv_size.count,count,,,,Count aggregation of the key-value size stats,0,milvus,,,
+milvus.meta.kv_size.sum,count,,,,Sum aggregation of the key-value size stats,0,milvus,,,
+milvus.meta.op.count,count,,,,Count of meta operation,0,milvus,,,
+milvus.meta.request_latency.bucket,count,,,,Histogram bucket for the request latency on the client side,0,milvus,,,
+milvus.meta.request_latency.count,count,,,,Count aggregation of the request latency on the client side,0,milvus,,,
+milvus.meta.request_latency.sum,count,,millisecond,,Sum aggregation of the request latency on the client side,0,milvus,,,
+milvus.msg_queue_consumer_num,gauge,,,,Number of consumers,0,milvus,,,
+milvus.msgstream.op.count,count,,,,Count of stream message operation,0,milvus,,,
+milvus.msgstream.request_latency.bucket,count,,,,Histogram bucket for the request latency on the client side,0,milvus,,,
+milvus.msgstream.request_latency.count,count,,,,Count aggregation of the request latency on the client side,0,milvus,,,
+milvus.msgstream.request_latency.sum,count,,millisecond,,Sum aggregation of the request latency on the client side,0,milvus,,,
+milvus.num_node,gauge,,,,Number of nodes and coordinates,0,milvus,,,
+milvus.process.cpu_seconds.count,count,,,,Total user and system CPU time spent in seconds.,0,milvus,,,
+milvus.process.max_fds,gauge,,,,Maximum number of open file descriptors.,0,milvus,,,
+milvus.process.open_fds,gauge,,,,Number of open file descriptors.,0,milvus,,,
+milvus.process.resident_memory_bytes,gauge,,,,Resident memory size in bytes.,0,milvus,,,
+milvus.process.start_time_seconds,gauge,,,,Start time of the process since Unix epoch in seconds.,0,milvus,,,
+milvus.process.virtual_memory.bytes,gauge,,,,Virtual memory size in bytes.,0,milvus,,,
+milvus.process.virtual_memory.max_bytes,gauge,,,,Maximum amount of virtual memory available in bytes.,0,milvus,,,
+milvus.proxy.apply.pk_latency.bucket,count,,,,"Histogram bucket for the latency of 'apply primary key' events",0,milvus,,,
+milvus.proxy.apply.pk_latency.count,count,,,,"Count of 'apply primary key' events",0,milvus,,,
+milvus.proxy.apply.pk_latency.sum,count,,millisecond,,"Sum of latencies for 'apply primary key' events",0,milvus,,,
+milvus.proxy.apply.timestamp_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'apply timestamp' events",0,milvus,,,
+milvus.proxy.apply.timestamp_latency.count,count,,,,"Count of proxy 'apply timestamp' events",0,milvus,,,
+milvus.proxy.apply.timestamp_latency.sum,count,,millisecond,,"Sum of latencies of proxy 'apply timestamp' events",0,milvus,,,
+milvus.proxy.assign_segmentID_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'get segmentID from dataCoord' events",0,milvus,,,
+milvus.proxy.assign_segmentID_latency.count,count,,,,"Count of proxy 'get segmentID from dataCoord' events",0,milvus,,,
+milvus.proxy.assign_segmentID_latency.sum,count,,millisecond,,"Sum of latencies for proxy 'get segmentID from dataCoord' events",0,milvus,,,
+milvus.proxy.cache.hit.count,count,,,,Count of cache hits/miss,0,milvus,,,
+milvus.proxy.cache.update_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'update cache when cache miss' events",0,milvus,,,
+milvus.proxy.cache.update_latency.count,count,,,,"Count of proxy 'update cache when cache miss' events",0,milvus,,,
+milvus.proxy.cache.update_latency.sum,count,,millisecond,,"Sum of latencies of proxy 'update cache when cache miss'",0,milvus,,,
+milvus.proxy.delete_vectors.count,count,,,,Counter of vectors successfully deleted,0,milvus,,,
+milvus.proxy.msgstream_obj_num,gauge,,,,Number of MsgStream objects per physical channel,0,milvus,,,
+milvus.proxy.mutation_send_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'send insert request to MsgStream' events",0,milvus,,,
+milvus.proxy.mutation_send_latency.count,count,,,,"Count of proxy 'send insert request to MsgStream' events",0,milvus,,,
+milvus.proxy.mutation_send_latency.sum,count,,millisecond,,"Sum of latencies of proxy 'send insert request to MsgStream' events",0,milvus,,,
+milvus.proxy.rate_limit_req.count,count,,,,Count of operation executed,0,milvus,,,
+milvus.proxy.report_value.count,count,,,,Report value about the request,0,milvus,,,
+milvus.proxy.req.count,count,,,,Count of operation executed,0,milvus,,,
+milvus.proxy.req.in_queue_latency.bucket,count,,,,Histogram bucket for the time in queue of request,0,milvus,,,
+milvus.proxy.req.in_queue_latency.count,count,,,,Count of request in queue,0,milvus,,,
+milvus.proxy.req.in_queue_latency.sum,count,,millisecond,,Sum of the time requests spend in queue,0,milvus,,,
+milvus.proxy.req.latency.bucket,count,,,,Histogram bucket for the latency of each request,0,milvus,,,
+milvus.proxy.req.latency.count,count,,,,Count of request latency events,0,milvus,,,
+milvus.proxy.req.latency.sum,count,,millisecond,,Sum of latencies of requests,0,milvus,,,
+milvus.proxy.send_bytes.count,count,,,,Count of bytes sent back to sdk,0,milvus,,,
+milvus.proxy.sq.decode_result_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'decode the search result' events",0,milvus,,,
+milvus.proxy.sq.decode_result_latency.count,count,,,,"Count of proxy 'decode the search result' events",0,milvus,,,
+milvus.proxy.sq.decode_result_latency.sum,count,,millisecond,,"Sum of latencies for proxy 'decode the search result' events",0,milvus,,,
+milvus.proxy.sq.reduce_result_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'reduces search result' events",0,milvus,,,
+milvus.proxy.sq.reduce_result_latency.count,count,,,,"Count of proxy 'reduces search result' events",0,milvus,,,
+milvus.proxy.sq.reduce_result_latency.sum,count,,millisecond,,"Sum of latencies for proxy 'reduces search result' events",0,milvus,,,
+milvus.proxy.sq.wait_result_latency.bucket,count,,,,"Histogram bucket for the latency of proxy 'waits for the result' events",0,milvus,,,
+milvus.proxy.sq.wait_result_latency.count,count,,,,"Count of proxy 'waits for the result' events",0,milvus,,,
+milvus.proxy.sq.wait_result_latency.sum,count,,millisecond,,"Sum of latencies for proxy 'waits for the result' events",0,milvus,,,
+milvus.proxy.sync_segment_request_length.bucket,count,,,,Histogram bucket for the length of SegmentIDRequests when assigning segments for insert,0,milvus,,,
+milvus.proxy.sync_segment_request_length.count,count,,,,Count of assigning segments for insert events,0,milvus,,,
+milvus.proxy.sync_segment_request_length.sum,count,,,,Sum of the length of SegmentIDRequests when assigning segments for insert,0,milvus,,,
+milvus.proxy.tt_lag_ms,gauge,,millisecond,,Now time minus time travel per physical channel,0,milvus,,,
+milvus.quant.compute_cnt.bucket,count,,,,Histogram bucket for the quant compute count per request,0,milvus,,,
+milvus.quant.compute_cnt.count,count,,,,Count of requests triggering quant compute events,0,milvus,,,
+milvus.quant.compute_cnt.sum,count,,,,Sum of quant compute event counts,0,milvus,,,
+milvus.querycoord.collection_num,gauge,,,,Number of collections,0,milvus,,,
+milvus.querycoord.current_target_checkpoint_unix_seconds,gauge,,,,Current target checkpoint timestamp in Unix seconds,0,milvus,,,
+milvus.querycoord.load.latency.bucket,count,,,,Histogram bucket Latency of load the entire collection,0,milvus,,,
+milvus.querycoord.load.latency.count,count,,,,Latency of load the entire collection,0,milvus,,,
+milvus.querycoord.load.latency.sum,count,,millisecond,,Latency of load the entire collection,0,milvus,,,
+milvus.querycoord.load.req.count,count,,,,Count of load request,0,milvus,,,
+milvus.querycoord.partition_num,gauge,,,,Number of partitions,0,milvus,,,
+milvus.querycoord.querynode_num,gauge,,,,Number of QueryNodes managered by QueryCoord,0,milvus,,,
+milvus.querycoord.release.latency.bucket,count,,,,Histogram bucket for the latency of release request,0,milvus,,,
+milvus.querycoord.release.latency.count,count,,,,Count of release request events,0,milvus,,,
+milvus.querycoord.release.latency.sum,count,,millisecond,,Sum of the latencies of release request events,0,milvus,,,
+milvus.querycoord.release.req.count,count,,,,Count of release request,0,milvus,,,
+milvus.querycoord_task_num,gauge,,,,the number of tasks in QueryCoord's scheduler,0,milvus,,,
+milvus.querynode.apply_bf_latency.bucket,count,,,,Histogram bucket for the apply brute-force cost in ms,0,milvus,,,
+milvus.querynode.apply_bf_latency.count,count,,,,Count of apply brute-force events,0,milvus,,,
+milvus.querynode.apply_bf_latency.sum,count,,millisecond,,Sum of the apply brute-force cost in ms,0,milvus,,,
+milvus.querynode.collection_num,gauge,,,,Number of collections loaded,0,milvus,,,
+milvus.querynode.consume.bytes_counter.count,count,,,,Count of consumed bytes,0,milvus,,,
+milvus.querynode.consume.msg.count,count,,,,Count of consumed msg,0,milvus,,,
+milvus.querynode.consume.tt_lag_ms,gauge,,millisecond,,Now time minus time travel per physical channel,0,milvus,,,
+milvus.querynode.disk.cache.evict.bytes.count,count,,byte,,Number of bytes evicted from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.evict.count,count,,,,Number of segments evicted from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.evict.duration.count,count,,,,Total time cost of evicting segments from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.evict.global_duration.bucket,count,,,,Histogram bucket for the global duration of evicting segments from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.evict.global_duration.count,count,,,,Count of evicting segments from disk cache events,0,milvus,,,
+milvus.querynode.disk.cache.evict.global_duration.sum,count,,millisecond,,Sum of the global duration of evicting segments from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.load.bytes.count,count,,byte,,Number of bytes loaded from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.load.count,count,,,,Number of segments loaded from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.load.duration.count,count,,,,Total time cost of loading segments from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.load.global_duration.bucket,count,,,,Histogram bucket for the global duration of loading segments from disk cache,0,milvus,,,
+milvus.querynode.disk.cache.load.global_duration.count,count,,,,Count of loading segments from disk cache events,0,milvus,,,
+milvus.querynode.disk.cache.load.global_duration.sum,count,,millisecond,,Sum of the global duration of loading segments from disk cache,0,milvus,,,
+milvus.querynode.disk.used_size,gauge,,mebibyte,,Disk used size(MB),0,milvus,,,
+milvus.querynode.dml_vchannel_num,gauge,,,,Number of data manipulation language channels watched,0,milvus,,,
+milvus.querynode.entity.num,gauge,,,,"Number of entities which can be searched/queried, clustered by collection, partition and state",0,milvus,,,
+milvus.querynode.entity.size,gauge,,byte,,"Entities' memory size, clustered by collection and state",0,milvus,,,
+milvus.querynode.execute_bytes_counter.count,count,,,,Count of execute bytes,0,milvus,,,
+milvus.querynode.flowgraph_num,gauge,,,,Number of flowgraphs,0,milvus,,,
+milvus.querynode.forward_delete_latency.bucket,count,,,,Histogram bucket for the forward delete cost in ms,0,milvus,,,
+milvus.querynode.forward_delete_latency.count,count,,,,Count of forward delete events,0,milvus,,,
+milvus.querynode.forward_delete_latency.sum,count,,millisecond,,Sum of the forward delete cost in ms,0,milvus,,,
+milvus.querynode.load.index_latency.bucket,count,,,,"Histogram bucket for the latency of load per segment's index, in milliseconds",0,milvus,,,
+milvus.querynode.load.index_latency.count,count,,,,"Count of load per segment's index events",0,milvus,,,
+milvus.querynode.load.index_latency.sum,count,,millisecond,,"Sum of the latencies of load per segment's index events, in milliseconds",0,milvus,,,
+milvus.querynode.load.segment.concurrency,gauge,,,,Number of concurrent loading segments in QueryNode,0,milvus,,,
+milvus.querynode.load.segment.latency.bucket,count,,,,Histogram bucket for the latency of load per segment,0,milvus,,,
+milvus.querynode.load.segment.latency.count,count,,,,Count of load per segment events,0,milvus,,,
+milvus.querynode.load.segment.latency.sum,count,,millisecond,,Sum of the latencies of load per segment events,0,milvus,,,
+milvus.querynode.msg_dispatcher_tt_lag_ms,gauge,,millisecond,,time.Now() sub dispatcher's current consume time,0,milvus,,,
+milvus.querynode.partition_num,gauge,,,,Number of partitions loaded,0,milvus,,,
+milvus.querynode.process_insert_or_delete_latency.bucket,count,,,,Histogram bucket for the process insert or delete cost in ms,0,milvus,,,
+milvus.querynode.process_insert_or_delete_latency.count,count,,,,Count of process insert or delete events,0,milvus,,,
+milvus.querynode.process_insert_or_delete_latency.sum,count,,millisecond,,Sum of process insert or delete cost in ms,0,milvus,,,
+milvus.querynode.read_task.concurrency,gauge,,,,Number of concurrent executing read tasks in QueryNode,0,milvus,,,
+milvus.querynode.read_task.ready_len,gauge,,,,Number of ready read tasks in readyQueue,0,milvus,,,
+milvus.querynode.read_task.unsolved_len,gauge,,,,Number of unsolved read tasks in unsolvedQueue,0,milvus,,,
+milvus.querynode.search.group.nq.bucket,count,,,,Histogram bucket for the number of queries of each grouped search task,0,milvus,,,
+milvus.querynode.search.group.nq.count,count,,,,Count of grouped search tasks,0,milvus,,,
+milvus.querynode.search.group.nq.sum,count,,,,Sum of the number of queries of grouped search tasks,0,milvus,,,
+milvus.querynode.search.group.size.bucket,count,,,,Histogram bucket for the number of tasks of each grouped search task,0,milvus,,,
+milvus.querynode.search.group.size.count,count,,,,Count of grouped search tasks,0,milvus,,,
+milvus.querynode.search.group.size.sum,count,,,,Sum of the number of tasks of grouped search tasks,0,milvus,,,
+milvus.querynode.search.group.topk.bucket,count,,,,Histogram bucket for the topK of each grouped search task,0,milvus,,,
+milvus.querynode.search.group.topk.count,count,,,,Count of grouped search tasks,0,milvus,,,
+milvus.querynode.search.group.topk.sum,count,,,,Sum of the topK of grouped search tasks,0,milvus,,,
+milvus.querynode.search.nq.bucket,count,,,,Histogram bucket for the number of queries of each search task,0,milvus,,,
+milvus.querynode.search.nq.count,count,,,,Count of search tasks,0,milvus,,,
+milvus.querynode.search.nq.sum,count,,,,Sum of the number of queries of search tasks,0,milvus,,,
+milvus.querynode.search.topk.bucket,count,,,,Histogram bucket for the top of each search task,0,milvus,,,
+milvus.querynode.search.topk.count,count,,,,Count of search tasks,0,milvus,,,
+milvus.querynode.search.topk.sum,count,,,,Sum of the top of search tasks,0,milvus,,,
+milvus.querynode.segment.access.count,count,,,,Number of segments accessed,0,milvus,,,
+milvus.querynode.segment.access.duration.count,count,,,,Total time cost of accessing segments,0,milvus,,,
+milvus.querynode.segment.access.global_duration.bucket,count,,,,Histogram bucket for the global time cost of accessing segments,0,milvus,,,
+milvus.querynode.segment.access.global_duration.count,count,,,,Count of accessing segments events,0,milvus,,,
+milvus.querynode.segment.access.global_duration.sum,count,,millisecond,,Sum of the global time cost of accessing segments,0,milvus,,,
+milvus.querynode.segment.access.wait_cache.count,count,,,,Number of segments waiting for loading access,0,milvus,,,
+milvus.querynode.segment.access.wait_cache.duration.count,count,,,,Total time cost of waiting for loading access,0,milvus,,,
+milvus.querynode.segment.access.wait_cache.global_duration.bucket,count,,,,Histogram bucket for the global time cost of waiting for loading access,0,milvus,,,
+milvus.querynode.segment.access.wait_cache.global_duration.count,count,,,,Count of waiting for loading access events,0,milvus,,,
+milvus.querynode.segment.access.wait_cache.global_duration.sum,count,,millisecond,,Sum of the global time cost of waiting for loading access events,0,milvus,,,
+milvus.querynode.segment.latency_per_vector.bucket,count,,,,Histogram bucket for one vector's search latency per segment,0,milvus,,,
+milvus.querynode.segment.latency_per_vector.count,count,,,,Count aggregation of one vector's search latency per segment,0,milvus,,,
+milvus.querynode.segment.latency_per_vector.sum,count,,millisecond,,Sum aggregation of one vector's search latency per segment,0,milvus,,,
+milvus.querynode.segment.num,gauge,,,,"Number of segments loaded, clustered by its collection, partition, state and # of indexed fields",0,milvus,,,
+milvus.querynode.sq.core_latency.bucket,count,,,,Histogram bucket for the latency of searches or queries in segcore,0,milvus,,,
+milvus.querynode.sq.core_latency.count,count,,,,Count of search or query events in segcore,0,milvus,,,
+milvus.querynode.sq.core_latency.sum,count,,millisecond,,Sum of latencies of searches or queries in segcore,0,milvus,,,
+milvus.querynode.sq.queue.latency.bucket,count,,,,Histogram bucket for the latency of searches or queries in queue,0,milvus,,,
+milvus.querynode.sq.queue.latency.count,count,,,,Count of search or query events,0,milvus,,,
+milvus.querynode.sq.queue.latency.sum,count,,millisecond,,Sum of latencies of searches or queries in queue,0,milvus,,,
+milvus.querynode.sq.queue.user_latency.bucket,count,,,,Histgram bucket for the latency per user of search or query in queue,0,milvus,,,
+milvus.querynode.sq.queue.user_latency.count,count,,,,Count of search or query in queue,0,milvus,,,
+milvus.querynode.sq.queue.user_latency.sum,count,,millisecond,,Sum of latencies per user of search or query in queue,0,milvus,,,
+milvus.querynode.sq.reduce_latency.bucket,count,,,,Histogram bucket for the latencies of reduce search or query result,0,milvus,,,
+milvus.querynode.sq.reduce_latency.count,count,,,,Count of reduce search or query result events,0,milvus,,,
+milvus.querynode.sq.reduce_latency.sum,count,,millisecond,,Sum of latencies of reduce search or query result,0,milvus,,,
+milvus.querynode.sq.req.count,count,,,,count of search / query request,0,milvus,,,
+milvus.querynode.sq.req.latency.bucket,count,,,,Histogram bucket for the latency of search or query requests,0,milvus,,,
+milvus.querynode.sq.req.latency.count,count,,,,Count of search or query requests,0,milvus,,,
+milvus.querynode.sq.req.latency.sum,count,,millisecond,,Sum of latencies of search or query requests,0,milvus,,,
+milvus.querynode.sq.segment_latency.bucket,count,,,,Histogram bucket for the latency of search or query per segment,0,milvus,,,
+milvus.querynode.sq.segment_latency.count,count,,,,Count of search or query per segment,0,milvus,,,
+milvus.querynode.sq.segment_latency.sum,count,,millisecond,,Sum of latencies of search or query per segment,0,milvus,,,
+milvus.querynode.sq.wait_tsafe_latency.bucket,count,,,,Histogram bucket for the time that search or query waits for tsafe,0,milvus,,,
+milvus.querynode.sq.wait_tsafe_latency.count,count,,,,Count of occurrences of search or query waiting for tsafe,0,milvus,,,
+milvus.querynode.sq.wait_tsafe_latency.sum,count,,millisecond,,Sum of the time that search or query wait for tsafe,0,milvus,,,
+milvus.querynode.wait_processing_msg,gauge,,,,Count of wait processing msg,0,milvus,,,
+milvus.querynode.watch_dml_channel_latency.bucket,count,,,,Histogram bucket for the latencies of watch data manipulation language channel,0,milvus,,,
+milvus.querynode.watch_dml_channel_latency.count,count,,,,Count of watch data manipulation language channel events,0,milvus,,,
+milvus.querynode.watch_dml_channel_latency.sum,count,,millisecond,,Sum of the latencies of watch data manipulation language channel events,0,milvus,,,
+milvus.queue.latency.bucket,count,,,,Histogram bucket for the queue latency per request,0,milvus,,,
+milvus.queue.latency.count,count,,,,Count of request with queue latency,0,milvus,,,
+milvus.queue.latency.sum,count,,,,Sum of queue latencies,0,milvus,,,
+milvus.range_search_latency.bucket,count,,,,Histogram bucket for range search latency (ms),0,milvus,,,
+milvus.range_search_latency.count,count,,,,Count of range search operations,0,milvus,,,
+milvus.range_search_latency.sum,count,,millisecond,,Sum of range search latencies (ms),0,milvus,,,
+milvus.raw_compute_cnt.bucket,count,,,,Histogram bucket for the raw compute count per request,0,milvus,,,
+milvus.raw_compute_cnt.count,count,,,,Count of request that trigger raw compute operations,0,milvus,,,
+milvus.raw_compute_cnt.sum,count,,,,Sum of raw compute operations,0,milvus,,,
+milvus.re_search_cnt.bucket,count,,,,Histogram bucket for the number of fallback search per request,0,milvus,,,
+milvus.re_search_cnt.count,count,,,,Count of requests triggering fallback search operations,0,milvus,,,
+milvus.re_search_cnt.sum,count,,,,Sum of fallback searches,0,milvus,,,
+milvus.rootcoord.collection_num,gauge,,,,Number of collections,0,milvus,,,
+milvus.rootcoord.credential_num,gauge,,,,Number of credentials,0,milvus,,,
+milvus.rootcoord.ddl_req.count,count,,,,Count of DDL operations,0,milvus,,,
+milvus.rootcoord.ddl_req.latency.bucket,count,,,,Histogram bucket for the latency of each DDL operation,0,milvus,,,
+milvus.rootcoord.ddl_req.latency.count,count,,,,Count of DDL operations,0,milvus,,,
+milvus.rootcoord.ddl_req.latency.sum,count,,millisecond,,Sum of the latencies of DDL operations,0,milvus,,,
+milvus.rootcoord.ddl_req.latency_in_queue.bucket,count,,,,Histogram bucket for the latencies of each DDL operation in queue,0,milvus,,,
+milvus.rootcoord.ddl_req.latency_in_queue.count,count,,,,Count of DDL operations in queue,0,milvus,,,
+milvus.rootcoord.ddl_req.latency_in_queue.sum,count,,millisecond,,Sum of the latencies of DDL operations in queue,0,milvus,,,
+milvus.rootcoord.dml_channel_num,gauge,,,,Number of DML channels,0,milvus,,,
+milvus.rootcoord.entity_num,gauge,,,,"Number of entities, clustered by collection and their status(loaded/total)",0,milvus,,,
+milvus.rootcoord.force_deny_writing_counter.count,count,,,,The number of times milvus turns into force-deny-writing states,0,milvus,,,
+milvus.rootcoord.id_alloc.count,count,,,,Count of ID allocated,0,milvus,,,
+milvus.rootcoord.indexed_entity_num,gauge,,,,"Indexed number of entities, clustered by collection, index name and whether it's a vector index",0,milvus,,,
+milvus.rootcoord.msgstream_obj_num,gauge,,,,Number of message streams,0,milvus,,,
+milvus.rootcoord.num_of_roles,gauge,,,,The number of roles,0,milvus,,,
+milvus.rootcoord.partition_num,gauge,,,,Number of partitions,0,milvus,,,
+milvus.rootcoord.produce_tt_lag_ms,gauge,,millisecond,,Now time minus time travel per physical channel,0,milvus,,,
+milvus.rootcoord.proxy_num,gauge,,,,Number of proxy nodes managered by rootcoord,0,milvus,,,
+milvus.rootcoord.qn_mem_high_water_level,gauge,,,,Querynode memory high water level,0,milvus,,,
+milvus.rootcoord.sync_timetick_latency.bucket,count,,,,Histogram bucket for the latencies of synchronizing timetick message,0,milvus,,,
+milvus.rootcoord.sync_timetick_latency.count,count,,,,Count of synchronizing timetick message events,0,milvus,,,
+milvus.rootcoord.sync_timetick_latency.sum,count,,millisecond,,Sum of latencies of synchronizing timetick message events,0,milvus,,,
+milvus.rootcoord.timestamp,gauge,,,,Latest timestamp allocated in memory,0,milvus,,,
+milvus.rootcoord.timestamp_saved,gauge,,,,Timestamp saved in meta storage,0,milvus,,,
+milvus.runtime_info,gauge,,,,Runtime information of Milvus,0,milvus,,,
+milvus.search.latency.bucket,count,,,,Histogram bucket for search latencies (ms),0,milvus,,,
+milvus.search.latency.count,count,,,,Count of search events,0,milvus,,,
+milvus.search.latency.sum,count,,millisecond,,Sum of search latencies (ms),0,milvus,,,
+milvus.search.topk.bucket,count,,,,Histogram bucket for search topk,0,milvus,,,
+milvus.search.topk.count,count,,,,Count aggregation of search topk,0,milvus,,,
+milvus.search.topk.sum,count,,,,Sum aggregation of search topk,0,milvus,,,
+milvus.storage.kv_size,gauge,,,,Key-value size stats,0,milvus,,,
+milvus.storage.op.count,count,,,,Count of persistent data operation,0,milvus,,,
+milvus.storage.request_latency,gauge,,,,Request latency on the client side,0,milvus,,,
diff --git a/milvus/pyproject.toml b/milvus/pyproject.toml
new file mode 100644
index 0000000000000..7f94dbf91c0d2
--- /dev/null
+++ b/milvus/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-milvus"
+description = "The Milvus check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.11"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "milvus",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=32.6.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/milvus/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/milvus",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/milvus/tests/__init__.py b/milvus/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/milvus/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/milvus/tests/common.py b/milvus/tests/common.py
new file mode 100644
index 0000000000000..e2524182310f2
--- /dev/null
+++ b/milvus/tests/common.py
@@ -0,0 +1,416 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import os
+
+from datadog_checks.dev import get_docker_hostname, get_here
+
+HERE = get_here()
+HOST = get_docker_hostname()
+PORT = 9091
+
+
+def get_fixture_path(filename):
+    return os.path.join(HERE, 'fixtures', filename)
+
+
+MOCKED_INSTANCE = {
+    "openmetrics_endpoint": f"http://{HOST}:{PORT}/metrics",
+    'tags': ['test:tag'],
+}
+
+COMPOSE_FILE = os.path.join(HERE, 'compose', 'docker-compose.yaml')
+
+STANDALONE_TEST_METRICS = {
+    'milvus.go.gc_duration_seconds.quantile': 'gauge',
+    'milvus.go.gc_duration_seconds.sum': 'monotonic_count',
+    'milvus.go.gc_duration_seconds.count': 'monotonic_count',
+    'milvus.go.goroutines': 'gauge',
+    'milvus.go.info': 'gauge',
+    'milvus.go.memstats.alloc_bytes': 'gauge',
+    'milvus.go.memstats.alloc_bytes.count': 'monotonic_count',
+    'milvus.go.memstats.buck_hash_sys_bytes': 'gauge',
+    'milvus.go.memstats.frees.count': 'monotonic_count',
+    'milvus.go.memstats.gc_sys_bytes': 'gauge',
+    'milvus.go.memstats.heap.alloc_bytes': 'gauge',
+    'milvus.go.memstats.heap.idle_bytes': 'gauge',
+    'milvus.go.memstats.heap.inuse_bytes': 'gauge',
+    'milvus.go.memstats.heap.objects': 'gauge',
+    'milvus.go.memstats.heap.released_bytes': 'gauge',
+    'milvus.go.memstats.heap.sys_bytes': 'gauge',
+    'milvus.go.memstats.last_gc_time_seconds': 'gauge',
+    'milvus.go.memstats.lookups.count': 'monotonic_count',
+    'milvus.go.memstats.mallocs.count': 'monotonic_count',
+    'milvus.go.memstats.mcache.inuse_bytes': 'gauge',
+    'milvus.go.memstats.mcache.sys_bytes': 'gauge',
+    'milvus.go.memstats.mspan.inuse_bytes': 'gauge',
+    'milvus.go.memstats.mspan.sys_bytes': 'gauge',
+    'milvus.go.memstats.next_gc_bytes': 'gauge',
+    'milvus.go.memstats.other_sys_bytes': 'gauge',
+    'milvus.go.memstats.stack.inuse_bytes': 'gauge',
+    'milvus.go.memstats.stack.sys_bytes': 'gauge',
+    'milvus.go.memstats.sys_bytes': 'gauge',
+    'milvus.go.threads': 'gauge',
+    'milvus.cgo.active_future_total': 'gauge',
+    'milvus.cgo.cgo_duration_seconds.sum': 'monotonic_count',
+    'milvus.cgo.cgo_duration_seconds.count': 'monotonic_count',
+    'milvus.cgo.cgo_duration_seconds.bucket': 'monotonic_count',
+    'milvus.cgo.cgo_queue_duration_seconds.sum': 'monotonic_count',
+    'milvus.cgo.cgo_queue_duration_seconds.count': 'monotonic_count',
+    'milvus.cgo.cgo_queue_duration_seconds.bucket': 'monotonic_count',
+    'milvus.cgo.running_cgo_call_total': 'gauge',
+    'milvus.datacoord.collection_num': 'gauge',
+    'milvus.datacoord.consume_datanode_tt_lag_ms': 'gauge',
+    'milvus.datacoord.datanode_num': 'gauge',
+    'milvus.datacoord.import_tasks': 'gauge',
+    'milvus.datacoord.index.task': 'gauge',
+    'milvus.datacoord.index.node_num': 'gauge',
+    'milvus.datacoord.index.req.count': 'monotonic_count',
+    'milvus.datacoord.segment_num': 'gauge',
+    'milvus.datacoord.task_execute_max_latency.sum': 'monotonic_count',
+    'milvus.datacoord.task_execute_max_latency.count': 'monotonic_count',
+    'milvus.datacoord.task_execute_max_latency.bucket': 'monotonic_count',
+    'milvus.datanode.autoflush_buffer_op.count': 'monotonic_count',
+    'milvus.datanode.consume.bytes.count': 'monotonic_count',
+    'milvus.datanode.encode_buffer_latency.sum': 'monotonic_count',
+    'milvus.datanode.encode_buffer_latency.count': 'monotonic_count',
+    'milvus.datanode.encode_buffer_latency.bucket': 'monotonic_count',
+    'milvus.datanode.flowgraph_num': 'gauge',
+    'milvus.datanode.flush.buffer_op.count': 'monotonic_count',
+    'milvus.datanode.flush.req.count': 'monotonic_count',
+    'milvus.datanode.flushed_data.rows.count': 'monotonic_count',
+    'milvus.datanode.flushed_data.size.count': 'monotonic_count',
+    'milvus.datanode.msg.rows.count': 'monotonic_count',
+    'milvus.datanode.save_latency.sum': 'monotonic_count',
+    'milvus.datanode.save_latency.count': 'monotonic_count',
+    'milvus.datanode.save_latency.bucket': 'monotonic_count',
+    'milvus.flushed_segment_file_num.sum': 'monotonic_count',
+    'milvus.flushed_segment_file_num.count': 'monotonic_count',
+    'milvus.flushed_segment_file_num.bucket': 'monotonic_count',
+    'milvus.indexnode.build_index_latency.sum': 'monotonic_count',
+    'milvus.indexnode.build_index_latency.count': 'monotonic_count',
+    'milvus.indexnode.build_index_latency.bucket': 'monotonic_count',
+    'milvus.indexnode.encode_index_latency.sum': 'monotonic_count',
+    'milvus.indexnode.encode_index_latency.count': 'monotonic_count',
+    'milvus.indexnode.encode_index_latency.bucket': 'monotonic_count',
+    'milvus.indexnode.index.task.count': 'monotonic_count',
+    'milvus.indexnode.index.task_latency_in_queue.count': 'monotonic_count',
+    'milvus.indexnode.index.task_latency_in_queue.sum': 'monotonic_count',
+    'milvus.indexnode.index.task_latency_in_queue.bucket': 'monotonic_count',
+    'milvus.indexnode.knowhere_build_index_latency.sum': 'monotonic_count',
+    'milvus.indexnode.knowhere_build_index_latency.count': 'monotonic_count',
+    'milvus.indexnode.knowhere_build_index_latency.bucket': 'monotonic_count',
+    'milvus.indexnode.save_index_latency.sum': 'monotonic_count',
+    'milvus.indexnode.save_index_latency.count': 'monotonic_count',
+    'milvus.indexnode.save_index_latency.bucket': 'monotonic_count',
+    'milvus.meta.kv_size.sum': 'monotonic_count',
+    'milvus.meta.kv_size.count': 'monotonic_count',
+    'milvus.meta.kv_size.bucket': 'monotonic_count',
+    'milvus.meta.op.count': 'monotonic_count',
+    'milvus.meta.request_latency.sum': 'monotonic_count',
+    'milvus.meta.request_latency.count': 'monotonic_count',
+    'milvus.meta.request_latency.bucket': 'monotonic_count',
+    'milvus.msg_queue_consumer_num': 'gauge',
+    'milvus.msgstream.op.count': 'monotonic_count',
+    'milvus.msgstream.request_latency.sum': 'monotonic_count',
+    'milvus.msgstream.request_latency.count': 'monotonic_count',
+    'milvus.msgstream.request_latency.bucket': 'monotonic_count',
+    'milvus.num_node': 'gauge',
+    'milvus.proxy.apply.pk_latency.sum': 'monotonic_count',
+    'milvus.proxy.apply.pk_latency.count': 'monotonic_count',
+    'milvus.proxy.apply.pk_latency.bucket': 'monotonic_count',
+    'milvus.proxy.apply.timestamp_latency.sum': 'monotonic_count',
+    'milvus.proxy.apply.timestamp_latency.count': 'monotonic_count',
+    'milvus.proxy.apply.timestamp_latency.bucket': 'monotonic_count',
+    'milvus.proxy.assign_segmentID_latency.sum': 'monotonic_count',
+    'milvus.proxy.assign_segmentID_latency.count': 'monotonic_count',
+    'milvus.proxy.assign_segmentID_latency.bucket': 'monotonic_count',
+    'milvus.proxy.cache.hit.count': 'monotonic_count',
+    'milvus.proxy.cache.update_latency.sum': 'monotonic_count',
+    'milvus.proxy.cache.update_latency.count': 'monotonic_count',
+    'milvus.proxy.cache.update_latency.bucket': 'monotonic_count',
+    'milvus.proxy.delete_vectors.count': 'monotonic_count',
+    'milvus.proxy.msgstream_obj_num': 'gauge',
+    'milvus.proxy.mutation_send_latency.sum': 'monotonic_count',
+    'milvus.proxy.mutation_send_latency.count': 'monotonic_count',
+    'milvus.proxy.mutation_send_latency.bucket': 'monotonic_count',
+    'milvus.proxy.rate_limit_req.count': 'monotonic_count',
+    'milvus.proxy.report_value.count': 'monotonic_count',
+    'milvus.proxy.req.count': 'monotonic_count',
+    'milvus.proxy.req.in_queue_latency.sum': 'monotonic_count',
+    'milvus.proxy.req.in_queue_latency.count': 'monotonic_count',
+    'milvus.proxy.req.in_queue_latency.bucket': 'monotonic_count',
+    'milvus.proxy.req.latency.sum': 'monotonic_count',
+    'milvus.proxy.req.latency.count': 'monotonic_count',
+    'milvus.proxy.req.latency.bucket': 'monotonic_count',
+    'milvus.proxy.send_bytes.count': 'monotonic_count',
+    'milvus.proxy.sq.decode_result_latency.sum': 'monotonic_count',
+    'milvus.proxy.sq.decode_result_latency.count': 'monotonic_count',
+    'milvus.proxy.sq.decode_result_latency.bucket': 'monotonic_count',
+    'milvus.proxy.sq.reduce_result_latency.sum': 'monotonic_count',
+    'milvus.proxy.sq.reduce_result_latency.count': 'monotonic_count',
+    'milvus.proxy.sq.reduce_result_latency.bucket': 'monotonic_count',
+    'milvus.proxy.sq.wait_result_latency.sum': 'monotonic_count',
+    'milvus.proxy.sq.wait_result_latency.count': 'monotonic_count',
+    'milvus.proxy.sq.wait_result_latency.bucket': 'monotonic_count',
+    'milvus.proxy.sync_segment_request_length.sum': 'monotonic_count',
+    'milvus.proxy.sync_segment_request_length.count': 'monotonic_count',
+    'milvus.proxy.sync_segment_request_length.bucket': 'monotonic_count',
+    'milvus.proxy.tt_lag_ms': 'gauge',
+    'milvus.querycoord.collection_num': 'gauge',
+    'milvus.querycoord.load.latency.sum': 'monotonic_count',
+    'milvus.querycoord.load.latency.count': 'monotonic_count',
+    'milvus.querycoord.load.latency.bucket': 'monotonic_count',
+    'milvus.querycoord.load.req.count': 'monotonic_count',
+    'milvus.querycoord.partition_num': 'gauge',
+    'milvus.querycoord.querynode_num': 'gauge',
+    'milvus.querycoord.release.latency.sum': 'monotonic_count',
+    'milvus.querycoord.release.latency.count': 'monotonic_count',
+    'milvus.querycoord.release.latency.bucket': 'monotonic_count',
+    'milvus.querycoord.release.req.count': 'monotonic_count',
+    'milvus.querycoord_task_num': 'gauge',
+    'milvus.querynode.apply_bf_latency.sum': 'monotonic_count',
+    'milvus.querynode.apply_bf_latency.count': 'monotonic_count',
+    'milvus.querynode.apply_bf_latency.bucket': 'monotonic_count',
+    'milvus.querynode.collection_num': 'gauge',
+    'milvus.querynode.consume.bytes_counter.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.bytes.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.duration.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.global_duration.sum': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.global_duration.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.global_duration.bucket': 'monotonic_count',
+    'milvus.querynode.disk.cache.evict.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.bytes.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.duration.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.global_duration.sum': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.global_duration.count': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.global_duration.bucket': 'monotonic_count',
+    'milvus.querynode.disk.cache.load.count': 'monotonic_count',
+    'milvus.querynode.disk.used_size': 'gauge',
+    'milvus.querynode.dml_vchannel_num': 'gauge',
+    'milvus.querynode.execute_bytes_counter.count': 'monotonic_count',
+    'milvus.querynode.flowgraph_num': 'gauge',
+    'milvus.querynode.forward_delete_latency.sum': 'monotonic_count',
+    'milvus.querynode.forward_delete_latency.count': 'monotonic_count',
+    'milvus.querynode.forward_delete_latency.bucket': 'monotonic_count',
+    'milvus.querynode.load.index_latency.sum': 'monotonic_count',
+    'milvus.querynode.load.index_latency.count': 'monotonic_count',
+    'milvus.querynode.load.index_latency.bucket': 'monotonic_count',
+    'milvus.querynode.load.segment.concurrency': 'gauge',
+    'milvus.querynode.load.segment.latency.sum': 'monotonic_count',
+    'milvus.querynode.load.segment.latency.count': 'monotonic_count',
+    'milvus.querynode.load.segment.latency.bucket': 'monotonic_count',
+    'milvus.querynode.process_insert_or_delete_latency.sum': 'monotonic_count',
+    'milvus.querynode.process_insert_or_delete_latency.count': 'monotonic_count',
+    'milvus.querynode.process_insert_or_delete_latency.bucket': 'monotonic_count',
+    'milvus.querynode.read_task.concurrency': 'gauge',
+    'milvus.querynode.read_task.ready_len': 'gauge',
+    'milvus.querynode.read_task.unsolved_len': 'gauge',
+    'milvus.querynode.search.group.nq.sum': 'monotonic_count',
+    'milvus.querynode.search.group.nq.count': 'monotonic_count',
+    'milvus.querynode.search.group.nq.bucket': 'monotonic_count',
+    'milvus.querynode.search.group.size.sum': 'monotonic_count',
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+    'milvus.querynode.search.group.size.bucket': 'monotonic_count',
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+    'milvus.querynode.search.nq.bucket': 'monotonic_count',
+    'milvus.querynode.search.topk.sum': 'monotonic_count',
+    'milvus.querynode.search.topk.count': 'monotonic_count',
+    'milvus.querynode.search.topk.bucket': 'monotonic_count',
+    'milvus.querynode.segment.access.duration.count': 'monotonic_count',
+    'milvus.querynode.segment.access.global_duration.sum': 'monotonic_count',
+    'milvus.querynode.segment.access.global_duration.count': 'monotonic_count',
+    'milvus.querynode.segment.access.global_duration.bucket': 'monotonic_count',
+    'milvus.querynode.segment.access.count': 'monotonic_count',
+    'milvus.querynode.segment.access.wait_cache.duration.count': 'monotonic_count',
+    'milvus.querynode.segment.access.wait_cache.global_duration.sum': 'monotonic_count',
+    'milvus.querynode.segment.access.wait_cache.global_duration.count': 'monotonic_count',
+    'milvus.querynode.segment.access.wait_cache.global_duration.bucket': 'monotonic_count',
+    'milvus.querynode.segment.access.wait_cache.count': 'monotonic_count',
+    'milvus.querynode.segment.latency_per_vector.sum': 'monotonic_count',
+    'milvus.querynode.segment.latency_per_vector.count': 'monotonic_count',
+    'milvus.querynode.segment.latency_per_vector.bucket': 'monotonic_count',
+    'milvus.querynode.sq.core_latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.core_latency.count': 'monotonic_count',
+    'milvus.querynode.sq.core_latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.queue.latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.queue.latency.count': 'monotonic_count',
+    'milvus.querynode.sq.queue.latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.queue.user_latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.queue.user_latency.count': 'monotonic_count',
+    'milvus.querynode.sq.queue.user_latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.reduce_latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.reduce_latency.count': 'monotonic_count',
+    'milvus.querynode.sq.reduce_latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.req.latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.req.latency.count': 'monotonic_count',
+    'milvus.querynode.sq.req.latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.segment_latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.segment_latency.count': 'monotonic_count',
+    'milvus.querynode.sq.segment_latency.bucket': 'monotonic_count',
+    'milvus.querynode.sq.wait_tsafe_latency.sum': 'monotonic_count',
+    'milvus.querynode.sq.wait_tsafe_latency.count': 'monotonic_count',
+    'milvus.querynode.sq.wait_tsafe_latency.bucket': 'monotonic_count',
+    'milvus.querynode.wait_processing_msg': 'gauge',
+    'milvus.querynode.watch_dml_channel_latency.sum': 'monotonic_count',
+    'milvus.querynode.watch_dml_channel_latency.count': 'monotonic_count',
+    'milvus.querynode.watch_dml_channel_latency.bucket': 'monotonic_count',
+    'milvus.rootcoord.collection_num': 'gauge',
+    'milvus.rootcoord.credential_num': 'gauge',
+    'milvus.rootcoord.ddl_req.count': 'monotonic_count',
+    'milvus.rootcoord.sync_timetick_latency.sum': 'monotonic_count',
+    'milvus.rootcoord.sync_timetick_latency.bucket': 'monotonic_count',
+    'milvus.rootcoord.sync_timetick_latency.count': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency.sum': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency.count': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency.bucket': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency_in_queue.sum': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency_in_queue.count': 'monotonic_count',
+    'milvus.rootcoord.ddl_req.latency_in_queue.bucket': 'monotonic_count',
+    'milvus.rootcoord.dml_channel_num': 'gauge',
+    'milvus.rootcoord.entity_num': 'gauge',
+    'milvus.rootcoord.force_deny_writing_counter.count': 'monotonic_count',
+    'milvus.rootcoord.id_alloc.count': 'monotonic_count',
+    'milvus.rootcoord.indexed_entity_num': 'gauge',
+    'milvus.rootcoord.msgstream_obj_num': 'gauge',
+    'milvus.rootcoord.num_of_roles': 'gauge',
+    'milvus.rootcoord.partition_num': 'gauge',
+    'milvus.rootcoord.produce_tt_lag_ms': 'gauge',
+    'milvus.rootcoord.proxy_num': 'gauge',
+    'milvus.rootcoord.qn_mem_high_water_level': 'gauge',
+    'milvus.rootcoord.timestamp': 'gauge',
+    'milvus.rootcoord.timestamp_saved': 'gauge',
+    'milvus.runtime_info': 'gauge',
+    'milvus.process.cpu_seconds.count': 'monotonic_count',
+    'milvus.process.max_fds': 'gauge',
+    'milvus.process.open_fds': 'gauge',
+    'milvus.process.resident_memory_bytes': 'gauge',
+    'milvus.process.start_time_seconds': 'gauge',
+    'milvus.process.virtual_memory.bytes': 'gauge',
+    'milvus.process.virtual_memory.max_bytes': 'gauge',
+    'milvus.bf_search_cnt.sum': 'monotonic_count',
+    'milvus.bf_search_cnt.count': 'monotonic_count',
+    'milvus.bf_search_cnt.bucket': 'monotonic_count',
+    'milvus.bitset_ratio.sum': 'monotonic_count',
+    'milvus.bitset_ratio.count': 'monotonic_count',
+    'milvus.bitset_ratio.bucket': 'monotonic_count',
+    'milvus.build_latency.sum': 'monotonic_count',
+    'milvus.build_latency.count': 'monotonic_count',
+    'milvus.build_latency.bucket': 'monotonic_count',
+    'milvus.cache_hit_cnt.sum': 'monotonic_count',
+    'milvus.cache_hit_cnt.count': 'monotonic_count',
+    'milvus.cache_hit_cnt.bucket': 'monotonic_count',
+    'milvus.diskann_bitset_ratio.sum': 'monotonic_count',
+    'milvus.diskann_bitset_ratio.count': 'monotonic_count',
+    'milvus.diskann_bitset_ratio.bucket': 'monotonic_count',
+    'milvus.diskann.range_search_iters.sum': 'monotonic_count',
+    'milvus.diskann.range_search_iters.count': 'monotonic_count',
+    'milvus.diskann.range_search_iters.bucket': 'monotonic_count',
+    'milvus.diskann.search_hops.sum': 'monotonic_count',
+    'milvus.diskann.search_hops.count': 'monotonic_count',
+    'milvus.diskann.search_hops.bucket': 'monotonic_count',
+    'milvus.exec_latency.sum': 'monotonic_count',
+    'milvus.exec_latency.count': 'monotonic_count',
+    'milvus.exec_latency.bucket': 'monotonic_count',
+    'milvus.filter.connectivity_ratio.sum': 'monotonic_count',
+    'milvus.filter.connectivity_ratio.count': 'monotonic_count',
+    'milvus.filter.connectivity_ratio.bucket': 'monotonic_count',
+    'milvus.filter.mv.activated_fields_cnt.sum': 'monotonic_count',
+    'milvus.filter.mv.activated_fields_cnt.count': 'monotonic_count',
+    'milvus.filter.mv.activated_fields_cnt.bucket': 'monotonic_count',
+    'milvus.filter.mv.change_base_cnt.sum': 'monotonic_count',
+    'milvus.filter.mv.change_base_cnt.count': 'monotonic_count',
+    'milvus.filter.mv.change_base_cnt.bucket': 'monotonic_count',
+    'milvus.filter.mv.only_cnt.sum': 'monotonic_count',
+    'milvus.filter.mv.only_cnt.count': 'monotonic_count',
+    'milvus.filter.mv.only_cnt.bucket': 'monotonic_count',
+    'milvus.filter.mv.supplement_ep_bool_cnt.sum': 'monotonic_count',
+    'milvus.filter.mv.supplement_ep_bool_cnt.count': 'monotonic_count',
+    'milvus.filter.mv.supplement_ep_bool_cnt.bucket': 'monotonic_count',
+    'milvus.graph_search_cnt.sum': 'monotonic_count',
+    'milvus.graph_search_cnt.count': 'monotonic_count',
+    'milvus.graph_search_cnt.bucket': 'monotonic_count',
+    'milvus.hnsw.bitset_ratio.sum': 'monotonic_count',
+    'milvus.hnsw.bitset_ratio.count': 'monotonic_count',
+    'milvus.hnsw.bitset_ratio.bucket': 'monotonic_count',
+    'milvus.hnsw.search_hops.sum': 'monotonic_count',
+    'milvus.hnsw.search_hops.count': 'monotonic_count',
+    'milvus.hnsw.search_hops.bucket': 'monotonic_count',
+    'milvus.internal.core_search_latency.sum': 'monotonic_count',
+    'milvus.internal.core_search_latency.count': 'monotonic_count',
+    'milvus.internal.core_search_latency.bucket': 'monotonic_count',
+    'milvus.internal.mmap.allocated_space_bytes.sum': 'monotonic_count',
+    'milvus.internal.mmap.allocated_space_bytes.count': 'monotonic_count',
+    'milvus.internal.mmap.allocated_space_bytes.bucket': 'monotonic_count',
+    'milvus.internal.mmap.in_used_space_bytes': 'gauge',
+    'milvus.internal.storage.kv_size.sum': 'monotonic_count',
+    'milvus.internal.storage.kv_size.count': 'monotonic_count',
+    'milvus.internal.storage.kv_size.bucket': 'monotonic_count',
+    'milvus.internal.storage.load_duration.sum': 'monotonic_count',
+    'milvus.internal.storage.load_duration.count': 'monotonic_count',
+    'milvus.internal.storage.load_duration.bucket': 'monotonic_count',
+    'milvus.internal.storage.op.count': 'monotonic_count',
+    'milvus.internal.storage.request_latency.sum': 'monotonic_count',
+    'milvus.internal.storage.request_latency.count': 'monotonic_count',
+    'milvus.internal.storage.request_latency.bucket': 'monotonic_count',
+    'milvus.io_cnt.sum': 'monotonic_count',
+    'milvus.io_cnt.count': 'monotonic_count',
+    'milvus.io_cnt.bucket': 'monotonic_count',
+    'milvus.ivf_search_cnt.sum': 'monotonic_count',
+    'milvus.ivf_search_cnt.count': 'monotonic_count',
+    'milvus.ivf_search_cnt.bucket': 'monotonic_count',
+    'milvus.load_latency.sum': 'monotonic_count',
+    'milvus.load_latency.count': 'monotonic_count',
+    'milvus.load_latency.bucket': 'monotonic_count',
+    'milvus.quant.compute_cnt.sum': 'monotonic_count',
+    'milvus.quant.compute_cnt.count': 'monotonic_count',
+    'milvus.quant.compute_cnt.bucket': 'monotonic_count',
+    'milvus.queue.latency.sum': 'monotonic_count',
+    'milvus.queue.latency.count': 'monotonic_count',
+    'milvus.queue.latency.bucket': 'monotonic_count',
+    'milvus.range_search_latency.sum': 'monotonic_count',
+    'milvus.range_search_latency.count': 'monotonic_count',
+    'milvus.range_search_latency.bucket': 'monotonic_count',
+    'milvus.raw_compute_cnt.sum': 'monotonic_count',
+    'milvus.raw_compute_cnt.count': 'monotonic_count',
+    'milvus.raw_compute_cnt.bucket': 'monotonic_count',
+    'milvus.re_search_cnt.sum': 'monotonic_count',
+    'milvus.re_search_cnt.count': 'monotonic_count',
+    'milvus.re_search_cnt.bucket': 'monotonic_count',
+    'milvus.search.latency.sum': 'monotonic_count',
+    'milvus.search.latency.count': 'monotonic_count',
+    'milvus.search.latency.bucket': 'monotonic_count',
+    'milvus.search.topk.sum': 'monotonic_count',
+    'milvus.search.topk.count': 'monotonic_count',
+    'milvus.search.topk.bucket': 'monotonic_count',
+}
+
+OTHER_TEST_METRICS = {
+    'milvus.datacoord.channel_checkpoint_unix_seconds': 'gauge',
+    'milvus.datacoord.stored.binlog_size': 'gauge',
+    'milvus.datacoord.stored.index_files_size': 'gauge',
+    'milvus.datacoord.stored.rows_num': 'gauge',
+    'milvus.datacoord.watched_dml_chanel_num': 'gauge',
+    'milvus.datanode.consume.msg_count': 'count',
+    'milvus.datanode.consume.tt_lag_ms': 'gauge',
+    'milvus.datanode.msg.dispatcher_tt_lag_ms': 'gauge',
+    'milvus.querycoord.current_target_checkpoint_unix_seconds': 'gauge',
+    'milvus.querynode.consume.msg_count': 'count',
+    'milvus.querynode.consume.tt_lag_ms': 'gauge',
+    'milvus.querynode.entity.num': 'gauge',
+    'milvus.querynode.entity.size': 'gauge',
+    'milvus.querynode.msg_dispatcher_tt_lag_ms': 'gauge',
+    'milvus.querynode.partition_num': 'gauge',
+    'milvus.querynode.segment.num': 'gauge',
+    'milvus.querynode.sq.req.count': 'monotonic_count',
+    'milvus.rootcoord.sync_timetick_latency.bucket': 'count',
+    'milvus.rootcoord.sync_timetick_latency.count': 'count',
+    'milvus.rootcoord.timestamp': 'gauge',
+    'milvus.storage.kv_size': 'gauge',
+    'milvus.storage.op_count': 'count',
+    'milvus.storage.request_latency': 'gauge',
+}
diff --git a/milvus/tests/compose/Dockerfile b/milvus/tests/compose/Dockerfile
new file mode 100644
index 0000000000000..9ec85e75bb888
--- /dev/null
+++ b/milvus/tests/compose/Dockerfile
@@ -0,0 +1,10 @@
+FROM python:3.9-slim
+
+# Set working directory
+WORKDIR /app
+
+# Copy requirements file and install dependencies
+COPY requirements.txt /app/requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY script.py /app/script.py
diff --git a/milvus/tests/compose/docker-compose.yaml b/milvus/tests/compose/docker-compose.yaml
new file mode 100644
index 0000000000000..d6a4e03eeaf0d
--- /dev/null
+++ b/milvus/tests/compose/docker-compose.yaml
@@ -0,0 +1,41 @@
+services:
+  milvus:
+    image: milvusdb/milvus:v2.5.0
+    security_opt:
+      - seccomp:unconfined
+    environment:
+      - ETCD_USE_EMBED=true
+      - ETCD_DATA_DIR=/var/lib/milvus/etcd
+      - ETCD_CONFIG_PATH=/milvus/configs/embedEtcd.yaml
+      - COMMON_STORAGETYPE=local
+    volumes:
+      - /tmp/volumes/milvus:/var/lib/milvus
+      - ./embedEtcd.yaml:/milvus/configs/embedEtcd.yaml
+      - ./user.yaml:/milvus/configs/user.yaml
+    ports:
+      - "19530:19530"
+      - "9091:9091"
+      - "2379:2379"
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
+      interval: 30s
+      timeout: 20s
+      start_period: 90s
+      retries: 3
+    command: milvus run standalone
+
+  script-runner:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    container_name: script-runner
+    depends_on:
+      milvus:
+        condition: service_healthy
+    volumes:
+      - ./script.py:/app/script.py
+    working_dir: /app
+    command: ["python", "script.py"]
+    environment:
+      - MILVUS_HOST=milvus
+      - MILVUS_PORT=19530
diff --git a/milvus/tests/compose/embedEtcd.yaml b/milvus/tests/compose/embedEtcd.yaml
new file mode 100644
index 0000000000000..32954faa8b1fc
--- /dev/null
+++ b/milvus/tests/compose/embedEtcd.yaml
@@ -0,0 +1,5 @@
+listen-client-urls: http://0.0.0.0:2379
+advertise-client-urls: http://0.0.0.0:2379
+quota-backend-bytes: 4294967296
+auto-compaction-mode: revision
+auto-compaction-retention: '1000'
diff --git a/milvus/tests/compose/requirements.txt b/milvus/tests/compose/requirements.txt
new file mode 100644
index 0000000000000..f96eefaacf1ea
--- /dev/null
+++ b/milvus/tests/compose/requirements.txt
@@ -0,0 +1,2 @@
+numpy==1.26.4
+pymilvus==2.5.1
diff --git a/milvus/tests/compose/script.py b/milvus/tests/compose/script.py
new file mode 100644
index 0000000000000..c525220925a11
--- /dev/null
+++ b/milvus/tests/compose/script.py
@@ -0,0 +1,151 @@
+# hello_milvus.py demonstrates the basic operations of PyMilvus, a Python SDK of Milvus.
+# 1. connect to Milvus
+# 2. create collection
+# 3. insert data
+# 4. create index
+# 5. search, query, and hybrid search on entities
+# 6. delete entities by PK
+# 7. drop collection
+import os
+import time
+
+import numpy as np
+from pymilvus import Collection, CollectionSchema, DataType, FieldSchema, connections, utility
+
+num_entities, dim = 3000, 8
+
+# Retrieve host and port from environment variables
+MILVUS_HOST = os.getenv("MILVUS_HOST", "localhost")
+MILVUS_PORT = os.getenv("MILVUS_PORT", "19530")
+
+#################################################################################
+# 1. connect to Milvus
+# Add a new connection alias `default` for Milvus server
+connections.connect("default", host=MILVUS_HOST, port=MILVUS_PORT)
+
+has = utility.has_collection("hello_milvus")
+
+#################################################################################
+# 2. create collection
+# We're going to create a collection with 3 fields.
+# +-+------------+------------+------------------+------------------------------+
+# | | field name | field type | other attributes |       field description      |
+# +-+------------+------------+------------------+------------------------------+
+# |1|    "pk"    |   VarChar  |  is_primary=True |      "primary field"         |
+# | |            |            |   auto_id=False  |                              |
+# +-+------------+------------+------------------+------------------------------+
+# |2|  "random"  |    Double  |                  |      "a double field"        |
+# +-+------------+------------+------------------+------------------------------+
+# |3|"embeddings"| FloatVector|     dim=8        |  "float vector with dim 8"   |
+# +-+------------+------------+------------------+------------------------------+
+fields = [
+    FieldSchema(name="pk", dtype=DataType.VARCHAR, is_primary=True, auto_id=False, max_length=100),
+    FieldSchema(name="random", dtype=DataType.DOUBLE),
+    FieldSchema(name="embeddings", dtype=DataType.FLOAT_VECTOR, dim=dim),
+]
+
+schema = CollectionSchema(fields, "hello_milvus is the simplest demo to introduce the APIs")
+
+hello_milvus = Collection("hello_milvus", schema, consistency_level="Strong")
+
+################################################################################
+# 3. insert data
+# We are going to insert 3000 rows of data into `hello_milvus`
+# Data to be inserted must be organized in fields.
+#
+# The insert() method returns:
+# - either automatically generated primary keys by Milvus if auto_id=True in the schema;
+# - or the existing primary key field from the entities if auto_id=False in the schema.
+
+rng = np.random.default_rng(seed=19530)
+entities = [
+    # provide the pk field because `auto_id` is set to False
+    [str(i) for i in range(num_entities)],
+    rng.random(num_entities).tolist(),  # field random, only supports list
+    rng.random((num_entities, dim), np.float32),  # field embeddings, supports numpy.ndarray and list
+]
+
+insert_result = hello_milvus.insert(entities)
+
+row = {"pk": "19530", "random": 0.5, "embeddings": rng.random((1, dim), np.float32)[0]}
+hello_milvus.insert(row)
+
+hello_milvus.flush()
+
+################################################################################
+# 4. create index
+# We are going to create an IVF_FLAT index for hello_milvus collection.
+# create_index() can only be applied to `FloatVector` and `BinaryVector` fields.
+index = {
+    "index_type": "IVF_FLAT",
+    "metric_type": "L2",
+    "params": {"nlist": 128},
+}
+
+hello_milvus.create_index("embeddings", index)
+
+################################################################################
+# 5. search, query, and hybrid search
+# After data were inserted into Milvus and indexed, you can perform:
+# - search based on vector similarity
+# - query based on scalar filtering(boolean, int, etc.)
+# - hybrid search based on vector similarity and scalar filtering.
+#
+
+# Before conducting a search or a query, you need to load the data in `hello_milvus` into memory.
+hello_milvus.load()
+
+# -----------------------------------------------------------------------------
+# search based on vector similarity
+vectors_to_search = entities[-1][-2:]
+search_params = {
+    "metric_type": "L2",
+    "params": {"nprobe": 10},
+}
+
+start_time = time.time()
+result = hello_milvus.search(vectors_to_search, "embeddings", search_params, limit=3, output_fields=["random"])
+end_time = time.time()
+
+# -----------------------------------------------------------------------------
+# query based on scalar filtering(boolean, int, etc.)
+
+start_time = time.time()
+result = hello_milvus.query(expr="random > 0.5", output_fields=["random", "embeddings"])
+end_time = time.time()
+
+# -----------------------------------------------------------------------------
+# pagination
+r1 = hello_milvus.query(expr="random > 0.5", limit=4, output_fields=["random"])
+r2 = hello_milvus.query(expr="random > 0.5", offset=1, limit=3, output_fields=["random"])
+
+
+# -----------------------------------------------------------------------------
+# hybrid search
+
+start_time = time.time()
+result = hello_milvus.search(
+    vectors_to_search, "embeddings", search_params, limit=3, expr="random > 0.5", output_fields=["random"]
+)
+end_time = time.time()
+
+###############################################################################
+# 6. delete entities by PK
+# You can delete entities by their PK values using boolean expressions.
+ids = insert_result.primary_keys
+
+expr = f'pk in ["{ids[0]}" , "{ids[1]}"]'
+
+result = hello_milvus.query(expr=expr, output_fields=["random", "embeddings"])
+
+hello_milvus.delete(expr)
+
+result = hello_milvus.query(expr=expr, output_fields=["random", "embeddings"])
+
+
+###############################################################################
+# 7. drop collection
+# Finally, drop the hello_milvus collection
+utility.drop_collection("hello_milvus")
+
+print("Setup complete")
diff --git a/milvus/tests/compose/user.yaml b/milvus/tests/compose/user.yaml
new file mode 100644
index 0000000000000..8d312694bb2c8
--- /dev/null
+++ b/milvus/tests/compose/user.yaml
@@ -0,0 +1 @@
+# Extra config to override default milvus.yaml
diff --git a/milvus/tests/conftest.py b/milvus/tests/conftest.py
new file mode 100644
index 0000000000000..ab0a5dc8b52a7
--- /dev/null
+++ b/milvus/tests/conftest.py
@@ -0,0 +1,33 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import copy
+import logging
+
+import pytest
+
+from datadog_checks.dev import docker_run
+from datadog_checks.dev.conditions import CheckDockerLogs, CheckEndpoints
+
+from . import common
+
+SCRIPT_COMPLETION_STR = "Setup complete"
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    compose_file = common.COMPOSE_FILE
+    conditions = [
+        CheckEndpoints(common.MOCKED_INSTANCE["openmetrics_endpoint"]),
+        CheckDockerLogs("script-runner", SCRIPT_COMPLETION_STR),
+    ]
+    logging.info(conditions)
+    with docker_run(compose_file, conditions=conditions):
+        yield {
+            'instances': [common.MOCKED_INSTANCE],
+        }
+
+
+@pytest.fixture
+def instance():
+    return copy.deepcopy(common.MOCKED_INSTANCE)
diff --git a/milvus/tests/fixtures/milvus_payload.txt b/milvus/tests/fixtures/milvus_payload.txt
new file mode 100644
index 0000000000000..77895e0a21a2d
--- /dev/null
+++ b/milvus/tests/fixtures/milvus_payload.txt
@@ -0,0 +1,4138 @@
+# HELP go_gc_duration_seconds A summary of the pause duration of garbage collection cycles.
+# TYPE go_gc_duration_seconds summary
+go_gc_duration_seconds{quantile="0"} 2.2583e-05
+go_gc_duration_seconds{quantile="0.25"} 5.5624e-05
+go_gc_duration_seconds{quantile="0.5"} 7e-05
+go_gc_duration_seconds{quantile="0.75"} 0.000267583
+go_gc_duration_seconds{quantile="1"} 0.000976792
+go_gc_duration_seconds_sum 0.003638707
+go_gc_duration_seconds_count 18
+# HELP go_goroutines Number of goroutines that currently exist.
+# TYPE go_goroutines gauge
+go_goroutines 385
+# HELP go_info Information about the Go environment.
+# TYPE go_info gauge
+go_info{version="go1.22.0"} 1
+# HELP go_memstats_alloc_bytes Number of bytes allocated and still in use.
+# TYPE go_memstats_alloc_bytes gauge
+go_memstats_alloc_bytes 8.1514072e+07
+# HELP go_memstats_alloc_bytes_total Total number of bytes allocated, even if freed.
+# TYPE go_memstats_alloc_bytes_total counter
+go_memstats_alloc_bytes_total 6.38517176e+08
+# HELP go_memstats_buck_hash_sys_bytes Number of bytes used by the profiling bucket hash table.
+# TYPE go_memstats_buck_hash_sys_bytes gauge
+go_memstats_buck_hash_sys_bytes 1.803289e+06
+# HELP go_memstats_frees_total Total number of frees.
+# TYPE go_memstats_frees_total counter
+go_memstats_frees_total 2.890576e+06
+# HELP go_memstats_gc_sys_bytes Number of bytes used for garbage collection system metadata.
+# TYPE go_memstats_gc_sys_bytes gauge
+go_memstats_gc_sys_bytes 5.005784e+06
+# HELP go_memstats_heap_alloc_bytes Number of heap bytes allocated and still in use.
+# TYPE go_memstats_heap_alloc_bytes gauge
+go_memstats_heap_alloc_bytes 8.1514072e+07
+# HELP go_memstats_heap_idle_bytes Number of heap bytes waiting to be used.
+# TYPE go_memstats_heap_idle_bytes gauge
+go_memstats_heap_idle_bytes 1.70811392e+08
+# HELP go_memstats_heap_inuse_bytes Number of heap bytes that are in use.
+# TYPE go_memstats_heap_inuse_bytes gauge
+go_memstats_heap_inuse_bytes 9.3151232e+07
+# HELP go_memstats_heap_objects Number of allocated objects.
+# TYPE go_memstats_heap_objects gauge
+go_memstats_heap_objects 689980
+# HELP go_memstats_heap_released_bytes Number of heap bytes released to OS.
+# TYPE go_memstats_heap_released_bytes gauge
+go_memstats_heap_released_bytes 1.550336e+08
+# HELP go_memstats_heap_sys_bytes Number of heap bytes obtained from system.
+# TYPE go_memstats_heap_sys_bytes gauge
+go_memstats_heap_sys_bytes 2.63962624e+08
+# HELP go_memstats_last_gc_time_seconds Number of seconds since 1970 of last garbage collection.
+# TYPE go_memstats_last_gc_time_seconds gauge
+go_memstats_last_gc_time_seconds 1.7349596816399348e+09
+# HELP go_memstats_lookups_total Total number of pointer lookups.
+# TYPE go_memstats_lookups_total counter
+go_memstats_lookups_total 0
+# HELP go_memstats_mallocs_total Total number of mallocs.
+# TYPE go_memstats_mallocs_total counter
+go_memstats_mallocs_total 3.580556e+06
+# HELP go_memstats_mcache_inuse_bytes Number of bytes in use by mcache structures.
+# TYPE go_memstats_mcache_inuse_bytes gauge
+go_memstats_mcache_inuse_bytes 12000
+# HELP go_memstats_mcache_sys_bytes Number of bytes used for mcache structures obtained from system.
+# TYPE go_memstats_mcache_sys_bytes gauge
+go_memstats_mcache_sys_bytes 15600
+# HELP go_memstats_mspan_inuse_bytes Number of bytes in use by mspan structures.
+# TYPE go_memstats_mspan_inuse_bytes gauge
+go_memstats_mspan_inuse_bytes 1.24096e+06
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes 1.51776e+06
+# HELP go_memstats_next_gc_bytes Number of heap bytes when next garbage collection will take place.
+# TYPE go_memstats_next_gc_bytes gauge
+go_memstats_next_gc_bytes 1.33652608e+08
+# HELP go_memstats_other_sys_bytes Number of bytes used for other system allocations.
+# TYPE go_memstats_other_sys_bytes gauge
+go_memstats_other_sys_bytes 1.994135e+06
+# HELP go_memstats_stack_inuse_bytes Number of bytes in use by the stack allocator.
+# TYPE go_memstats_stack_inuse_bytes gauge
+go_memstats_stack_inuse_bytes 4.42368e+06
+# HELP go_memstats_stack_sys_bytes Number of bytes obtained from system for stack allocator.
+# TYPE go_memstats_stack_sys_bytes gauge
+go_memstats_stack_sys_bytes 4.42368e+06
+# HELP go_memstats_sys_bytes Number of bytes obtained from system.
+# TYPE go_memstats_sys_bytes gauge
+go_memstats_sys_bytes 2.78722872e+08
+# HELP go_threads Number of OS threads created.
+# TYPE go_threads gauge
+go_threads 21
+# HELP milvus_build_info Build information of milvus
+# TYPE milvus_build_info gauge
+milvus_build_info{built="Fri Dec 20 13:51:45 UTC 2024",git_commit="7fe2cd0",version="v2.5.0"} 1
+# HELP milvus_cgo_active_future_total Total number of active futures.
+# TYPE milvus_cgo_active_future_total gauge
+milvus_cgo_active_future_total{node_id="37"} 0
+# HELP milvus_cgo_cgo_duration_seconds Histogram of cgo call duration in seconds.
+# TYPE milvus_cgo_cgo_duration_seconds histogram
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="1.0000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="2.5000000000000004e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="5.000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="1e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="9.999999999999999e-06"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="1.9999999999999998e-05"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="4.9999999999999996e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="9.999999999999999e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="0.00025"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="0.0005"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="0.001"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="0.002"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="0.01"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_destroy",node_id="37",le="+Inf"} 7
+milvus_cgo_cgo_duration_seconds_sum{name="future_destroy",node_id="37"} 0.000116711
+milvus_cgo_cgo_duration_seconds_count{name="future_destroy",node_id="37"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="1.0000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="2.5000000000000004e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="5.000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="1e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="9.999999999999999e-06"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="1.9999999999999998e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="4.9999999999999996e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="9.999999999999999e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="0.00025"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="0.0005"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="0.001"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="0.002"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="0.01"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_go_register_ready_callback",node_id="37",le="+Inf"} 7
+milvus_cgo_cgo_duration_seconds_sum{name="future_go_register_ready_callback",node_id="37"} 6.487499999999999e-05
+milvus_cgo_cgo_duration_seconds_count{name="future_go_register_ready_callback",node_id="37"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="1.0000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="2.5000000000000004e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="5.000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="1e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="9.999999999999999e-06"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="1.9999999999999998e-05"} 6
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="4.9999999999999996e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="9.999999999999999e-05"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="0.00025"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="0.0005"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="0.001"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="0.002"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="0.01"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="future_leak_and_get",node_id="37",le="+Inf"} 7
+milvus_cgo_cgo_duration_seconds_sum{name="future_leak_and_get",node_id="37"} 9.270699999999999e-05
+milvus_cgo_cgo_duration_seconds_count{name="future_leak_and_get",node_id="37"} 7
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="1.0000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="2.5000000000000004e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="5.000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="1e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="9.999999999999999e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="1.9999999999999998e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="4.9999999999999996e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="9.999999999999999e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="0.00025"} 1
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="0.0005"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="0.001"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="0.002"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="0.01"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="retrieve",node_id="37",le="+Inf"} 5
+milvus_cgo_cgo_duration_seconds_sum{name="retrieve",node_id="37"} 0.0015534569999999998
+milvus_cgo_cgo_duration_seconds_count{name="retrieve",node_id="37"} 5
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="1.0000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="2.5000000000000004e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="5.000000000000001e-07"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="1e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="9.999999999999999e-06"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="1.9999999999999998e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="4.9999999999999996e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="9.999999999999999e-05"} 0
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="0.00025"} 2
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="0.0005"} 2
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="0.001"} 2
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="0.002"} 2
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="0.01"} 2
+milvus_cgo_cgo_duration_seconds_bucket{name="search",node_id="37",le="+Inf"} 2
+milvus_cgo_cgo_duration_seconds_sum{name="search",node_id="37"} 0.000372251
+milvus_cgo_cgo_duration_seconds_count{name="search",node_id="37"} 2
+# HELP milvus_cgo_cgo_queue_duration_seconds Duration of cgo call in queue.
+# TYPE milvus_cgo_cgo_queue_duration_seconds histogram
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="1e-08"} 0
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="1.0000000000000001e-07"} 1
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="2.5000000000000004e-07"} 13
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="5.000000000000001e-07"} 18
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="1e-06"} 22
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="9.999999999999999e-06"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="1.9999999999999998e-05"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="4.9999999999999996e-05"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="9.999999999999999e-05"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="0.00025"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="0.0005"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="0.001"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="0.002"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="0.01"} 28
+milvus_cgo_cgo_queue_duration_seconds_bucket{node_id="37",le="+Inf"} 28
+milvus_cgo_cgo_queue_duration_seconds_sum{node_id="37"} 1.6873e-05
+milvus_cgo_cgo_queue_duration_seconds_count{node_id="37"} 28
+# HELP milvus_cgo_running_cgo_call_total Total number of running cgo calls.
+# TYPE milvus_cgo_running_cgo_call_total gauge
+milvus_cgo_running_cgo_call_total{node_id="37"} 0
+# HELP milvus_datacoord_collection_num number of collections
+# TYPE milvus_datacoord_collection_num gauge
+milvus_datacoord_collection_num 0
+# HELP milvus_datacoord_consume_datanode_tt_lag_ms now time minus tt per physical channel
+# TYPE milvus_datacoord_consume_datanode_tt_lag_ms gauge
+milvus_datacoord_consume_datanode_tt_lag_ms{channel_name="by-dev-rootcoord-dml_10",node_id="37"} 487
+milvus_datacoord_consume_datanode_tt_lag_ms{channel_name="by-dev-rootcoord-dml_10_454809251903439155v0",node_id="37"} 487
+# HELP milvus_datacoord_datanode_num number of data nodes
+# TYPE milvus_datacoord_datanode_num gauge
+milvus_datacoord_datanode_num 1
+# HELP milvus_datacoord_import_tasks the import tasks grouping by type and state
+# TYPE milvus_datacoord_import_tasks gauge
+milvus_datacoord_import_tasks{import_state="Completed",task_type="ImportTask"} 0
+milvus_datacoord_import_tasks{import_state="Completed",task_type="PreImportTask"} 0
+milvus_datacoord_import_tasks{import_state="Failed",task_type="ImportTask"} 0
+milvus_datacoord_import_tasks{import_state="Failed",task_type="PreImportTask"} 0
+milvus_datacoord_import_tasks{import_state="InProgress",task_type="ImportTask"} 0
+milvus_datacoord_import_tasks{import_state="InProgress",task_type="PreImportTask"} 0
+milvus_datacoord_import_tasks{import_state="Pending",task_type="ImportTask"} 0
+milvus_datacoord_import_tasks{import_state="Pending",task_type="PreImportTask"} 0
+# HELP milvus_datacoord_index_node_num number of IndexNodes managed by IndexCoord
+# TYPE milvus_datacoord_index_node_num gauge
+milvus_datacoord_index_node_num 1
+# HELP milvus_datacoord_index_req_count number of building index requests 
+# TYPE milvus_datacoord_index_req_count counter
+milvus_datacoord_index_req_count{status="success"} 1
+milvus_datacoord_index_req_count{status="total"} 1
+# HELP milvus_datacoord_index_task_count number of index tasks of each type
+# TYPE milvus_datacoord_index_task_count gauge
+milvus_datacoord_index_task_count{collection_id="454808401168564379",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808401168564379",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808401168564379",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808401168564379",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808438016835724",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808438016835724",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808438016835724",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808438016835724",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808487770194226",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808487770194226",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808487770194226",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808487770194226",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808550493389106",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808550493389106",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808550493389106",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808550493389106",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808644260200606",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808644260200606",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808644260200606",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808644260200606",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808703961661599",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808703961661599",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808703961661599",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808703961661599",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808957805920562",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808957805920562",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808957805920562",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808957805920562",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454808985355419955",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454808985355419955",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454808985355419955",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454808985355419955",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454809016083415346",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454809016083415346",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454809016083415346",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454809016083415346",index_task_status="unissued"} 0
+milvus_datacoord_index_task_count{collection_id="454809046208741680",index_task_status="failed"} 0
+milvus_datacoord_index_task_count{collection_id="454809046208741680",index_task_status="finished"} 1
+milvus_datacoord_index_task_count{collection_id="454809046208741680",index_task_status="in-progress"} 0
+milvus_datacoord_index_task_count{collection_id="454809046208741680",index_task_status="unissued"} 0
+# HELP milvus_datacoord_segment_num number of segments
+# TYPE milvus_datacoord_segment_num gauge
+milvus_datacoord_segment_num{segment_is_sorted="sorted",segment_level="L1",segment_state="Dropped"} 11
+milvus_datacoord_segment_num{segment_is_sorted="sorted",segment_level="L1",segment_state="Flushed"} 0
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L0",segment_state="Dropped"} 11
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L0",segment_state="Flushed"} 0
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L1",segment_state="Dropped"} 11
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L1",segment_state="Flushed"} 0
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L1",segment_state="Flushing"} 0
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L1",segment_state="Growing"} 0
+milvus_datacoord_segment_num{segment_is_sorted="unsorted",segment_level="L1",segment_state="Sealed"} 0
+# HELP milvus_datacoord_task_count number of index tasks of each type
+# TYPE milvus_datacoord_task_count gauge
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808401168564379",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808438016835724",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808487770194226",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808550493389106",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808644260200606",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808703961661599",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808957805920562",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454808985355419955",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809016083415346",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809046208741680",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateFailed",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateFinished",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateInProgress",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateInit",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateNone",task_type="JobTypeStatsJob"} 0
+milvus_datacoord_task_count{collection_id="454809251903439155",task_state="JobStateRetry",task_type="JobTypeStatsJob"} 0
+# HELP milvus_datacoord_task_execute_max_latency latency of task execute operation
+# TYPE milvus_datacoord_task_execute_max_latency histogram
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="1"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="100"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="500"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="1000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="5000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="10000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="20000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="50000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="100000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="250000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="500000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="1e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="3.6e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="5e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="1e+07"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeIndexJob",le="+Inf"} 1
+milvus_datacoord_task_execute_max_latency_sum{status="executing",task_type="JobTypeIndexJob"} 971
+milvus_datacoord_task_execute_max_latency_count{status="executing",task_type="JobTypeIndexJob"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="1"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="100"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="500"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="1000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="5000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="10000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="20000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="50000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="100000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="250000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="500000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="1e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="3.6e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="5e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="1e+07"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="executing",task_type="JobTypeStatsJob",le="+Inf"} 1
+milvus_datacoord_task_execute_max_latency_sum{status="executing",task_type="JobTypeStatsJob"} 533
+milvus_datacoord_task_execute_max_latency_count{status="executing",task_type="JobTypeStatsJob"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="1"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="100"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="500"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="1000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="5000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="10000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="20000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="50000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="100000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="250000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="500000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="1e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="3.6e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="5e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="1e+07"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeIndexJob",le="+Inf"} 1
+milvus_datacoord_task_execute_max_latency_sum{status="pending",task_type="JobTypeIndexJob"} 15
+milvus_datacoord_task_execute_max_latency_count{status="pending",task_type="JobTypeIndexJob"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="1"} 0
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="100"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="500"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="1000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="5000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="10000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="20000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="50000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="100000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="250000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="500000"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="1e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="3.6e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="5e+06"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="1e+07"} 1
+milvus_datacoord_task_execute_max_latency_bucket{status="pending",task_type="JobTypeStatsJob",le="+Inf"} 1
+milvus_datacoord_task_execute_max_latency_sum{status="pending",task_type="JobTypeStatsJob"} 5
+milvus_datacoord_task_execute_max_latency_count{status="pending",task_type="JobTypeStatsJob"} 1
+# HELP milvus_datanode_autoflush_buffer_op_count count of auto flush buffer operations
+# TYPE milvus_datanode_autoflush_buffer_op_count counter
+milvus_datanode_autoflush_buffer_op_count{node_id="37",segment_level="L1",status="success"} 1
+# HELP milvus_datanode_consume_bytes_count 
+# TYPE milvus_datanode_consume_bytes_count counter
+milvus_datanode_consume_bytes_count{msg_type="delete",node_id="37"} 241
+milvus_datanode_consume_bytes_count{msg_type="insert",node_id="37"} 191574
+# HELP milvus_datanode_encode_buffer_latency latency of encode buffer data
+# TYPE milvus_datanode_encode_buffer_latency histogram
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="1"} 0
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="2"} 0
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="4"} 0
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="8"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="16"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="32"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="64"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="128"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="256"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="512"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="1024"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="2048"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="4096"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="8192"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="16384"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="32768"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="65536"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="131072"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L0",le="+Inf"} 1
+milvus_datanode_encode_buffer_latency_sum{node_id="37",segment_level="L0"} 6
+milvus_datanode_encode_buffer_latency_count{node_id="37",segment_level="L0"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="1"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="2"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="4"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="8"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="16"} 1
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="32"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="64"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="128"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="256"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="512"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="1024"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="2048"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="4096"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="8192"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="16384"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="32768"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="65536"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="131072"} 2
+milvus_datanode_encode_buffer_latency_bucket{node_id="37",segment_level="L1",le="+Inf"} 2
+milvus_datanode_encode_buffer_latency_sum{node_id="37",segment_level="L1"} 20
+milvus_datanode_encode_buffer_latency_count{node_id="37",segment_level="L1"} 2
+# HELP milvus_datanode_flowgraph_num number of flowgraphs
+# TYPE milvus_datanode_flowgraph_num gauge
+milvus_datanode_flowgraph_num{node_id="37"} 0
+# HELP milvus_datanode_flush_buffer_op_count count of flush buffer operations
+# TYPE milvus_datanode_flush_buffer_op_count counter
+milvus_datanode_flush_buffer_op_count{node_id="37",segment_level="L0",status="success"} 1
+milvus_datanode_flush_buffer_op_count{node_id="37",segment_level="L1",status="success"} 2
+# HELP milvus_datanode_flush_req_count count of flush request
+# TYPE milvus_datanode_flush_req_count counter
+milvus_datanode_flush_req_count{node_id="37",status="success"} 1
+milvus_datanode_flush_req_count{node_id="37",status="total"} 3
+# HELP milvus_datanode_flushed_data_rows num of rows flushed to storage
+# TYPE milvus_datanode_flushed_data_rows counter
+milvus_datanode_flushed_data_rows{data_source="streaming",node_id="37"} 3001
+# HELP milvus_datanode_flushed_data_size byte size of data flushed to storage
+# TYPE milvus_datanode_flushed_data_size counter
+milvus_datanode_flushed_data_size{data_source="streaming",node_id="37",segment_level="L0"} 620
+milvus_datanode_flushed_data_size{data_source="streaming",node_id="37",segment_level="L1"} 226983
+# HELP milvus_datanode_msg_rows_count count of rows consumed from msgStream
+# TYPE milvus_datanode_msg_rows_count counter
+milvus_datanode_msg_rows_count{msg_type="delete",node_id="37"} 2
+milvus_datanode_msg_rows_count{msg_type="insert",node_id="37"} 3001
+# HELP milvus_datanode_save_latency latency of saving flush data to storage
+# TYPE milvus_datanode_save_latency histogram
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="0"} 0
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="10"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="100"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="200"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="400"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="1000"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="10000"} 1
+milvus_datanode_save_latency_bucket{msg_type="L0",node_id="37",le="+Inf"} 1
+milvus_datanode_save_latency_sum{msg_type="L0",node_id="37"} 5
+milvus_datanode_save_latency_count{msg_type="L0",node_id="37"} 1
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="0"} 0
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="10"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="100"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="200"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="400"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="1000"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="10000"} 2
+milvus_datanode_save_latency_bucket{msg_type="L1",node_id="37",le="+Inf"} 2
+milvus_datanode_save_latency_sum{msg_type="L1",node_id="37"} 14
+milvus_datanode_save_latency_count{msg_type="L1",node_id="37"} 2
+# HELP milvus_flushed_segment_file_num the num of files for flushed segment
+# TYPE milvus_flushed_segment_file_num histogram
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="1"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="2"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="4"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="8"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="16"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="32"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="64"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="128"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="256"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="512"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="1024"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="2048"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="4096"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="8192"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="16384"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="32768"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="65536"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="131072"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="delete_file",le="+Inf"} 1
+milvus_flushed_segment_file_num_sum{segment_file_type="delete_file"} 0
+milvus_flushed_segment_file_num_count{segment_file_type="delete_file"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="1"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="2"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="4"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="8"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="16"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="32"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="64"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="128"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="256"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="512"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="1024"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="2048"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="4096"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="8192"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="16384"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="32768"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="65536"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="131072"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="index_file",le="+Inf"} 11
+milvus_flushed_segment_file_num_sum{segment_file_type="index_file"} 11
+milvus_flushed_segment_file_num_count{segment_file_type="index_file"} 11
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="1"} 0
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="2"} 0
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="4"} 0
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="8"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="16"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="32"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="64"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="128"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="256"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="512"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="1024"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="2048"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="4096"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="8192"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="16384"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="32768"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="65536"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="131072"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="insert_file",le="+Inf"} 1
+milvus_flushed_segment_file_num_sum{segment_file_type="insert_file"} 5
+milvus_flushed_segment_file_num_count{segment_file_type="insert_file"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="1"} 0
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="2"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="4"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="8"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="16"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="32"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="64"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="128"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="256"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="512"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="1024"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="2048"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="4096"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="8192"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="16384"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="32768"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="65536"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="131072"} 1
+milvus_flushed_segment_file_num_bucket{segment_file_type="stat_file",le="+Inf"} 1
+milvus_flushed_segment_file_num_sum{segment_file_type="stat_file"} 2
+milvus_flushed_segment_file_num_count{segment_file_type="stat_file"} 1
+# HELP milvus_indexnode_build_index_latency latency of build index for segment
+# TYPE milvus_indexnode_build_index_latency histogram
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="0.001"} 0
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="0.1"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="0.5"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="1"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="5"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="10"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="20"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="50"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="100"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="250"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="500"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="1000"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="3600"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="5000"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="10000"} 1
+milvus_indexnode_build_index_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_indexnode_build_index_latency_sum{node_id="37"} 0.033203625
+milvus_indexnode_build_index_latency_count{node_id="37"} 1
+# HELP milvus_indexnode_encode_index_latency latency of encoding the index file
+# TYPE milvus_indexnode_encode_index_latency histogram
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="0.001"} 0
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="0.1"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="0.5"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="1"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="5"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="10"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="20"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="50"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="100"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="250"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="500"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="1000"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="3600"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="5000"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="10000"} 1
+milvus_indexnode_encode_index_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_indexnode_encode_index_latency_sum{node_id="37"} 0.007635709
+milvus_indexnode_encode_index_latency_count{node_id="37"} 1
+# HELP milvus_indexnode_index_task_count number of tasks that index node received
+# TYPE milvus_indexnode_index_task_count counter
+milvus_indexnode_index_task_count{node_id="37",status="success"} 1
+# HELP milvus_indexnode_index_task_latency_in_queue latency of index task in queue
+# TYPE milvus_indexnode_index_task_latency_in_queue histogram
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="1"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="2"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="4"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="8"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="16"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="32"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="64"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="128"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="256"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="512"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="1024"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="2048"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="4096"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="8192"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="16384"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="32768"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="65536"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="131072"} 1
+milvus_indexnode_index_task_latency_in_queue_bucket{node_id="37",le="+Inf"} 1
+milvus_indexnode_index_task_latency_in_queue_sum{node_id="37"} 0
+milvus_indexnode_index_task_latency_in_queue_count{node_id="37"} 1
+# HELP milvus_indexnode_knowhere_build_index_latency latency of building the index by knowhere
+# TYPE milvus_indexnode_knowhere_build_index_latency histogram
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="0.001"} 0
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="0.1"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="0.5"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="1"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="5"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="10"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="20"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="50"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="100"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="250"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="500"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="1000"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="3600"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="5000"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="10000"} 1
+milvus_indexnode_knowhere_build_index_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_indexnode_knowhere_build_index_latency_sum{node_id="37"} 0.025299416
+milvus_indexnode_knowhere_build_index_latency_count{node_id="37"} 1
+# HELP milvus_indexnode_save_index_latency latency of saving the index file
+# TYPE milvus_indexnode_save_index_latency histogram
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="0.001"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="0.1"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="0.5"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="1"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="5"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="10"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="20"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="50"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="100"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="250"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="500"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="1000"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="3600"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="5000"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="10000"} 1
+milvus_indexnode_save_index_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_indexnode_save_index_latency_sum{node_id="37"} 6.0041e-05
+milvus_indexnode_save_index_latency_count{node_id="37"} 1
+# HELP milvus_meta_kv_size kv size stats
+# TYPE milvus_meta_kv_size histogram
+milvus_meta_kv_size_bucket{meta_op_type="get",le="1"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="2"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="4"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="8"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="16"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="32"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="64"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="128"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="256"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="512"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="1024"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="2048"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="4096"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="8192"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="16384"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="32768"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="65536"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="131072"} 89
+milvus_meta_kv_size_bucket{meta_op_type="get",le="+Inf"} 89
+milvus_meta_kv_size_sum{meta_op_type="get"} -313
+milvus_meta_kv_size_count{meta_op_type="get"} 89
+milvus_meta_kv_size_bucket{meta_op_type="put",le="1"} 1
+milvus_meta_kv_size_bucket{meta_op_type="put",le="2"} 1
+milvus_meta_kv_size_bucket{meta_op_type="put",le="4"} 1
+milvus_meta_kv_size_bucket{meta_op_type="put",le="8"} 39
+milvus_meta_kv_size_bucket{meta_op_type="put",le="16"} 40
+milvus_meta_kv_size_bucket{meta_op_type="put",le="32"} 40
+milvus_meta_kv_size_bucket{meta_op_type="put",le="64"} 50
+milvus_meta_kv_size_bucket{meta_op_type="put",le="128"} 60
+milvus_meta_kv_size_bucket{meta_op_type="put",le="256"} 63
+milvus_meta_kv_size_bucket{meta_op_type="put",le="512"} 72
+milvus_meta_kv_size_bucket{meta_op_type="put",le="1024"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="2048"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="4096"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="8192"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="16384"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="32768"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="65536"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="131072"} 76
+milvus_meta_kv_size_bucket{meta_op_type="put",le="+Inf"} 76
+milvus_meta_kv_size_sum{meta_op_type="put"} 8526
+milvus_meta_kv_size_count{meta_op_type="put"} 76
+# HELP milvus_meta_op_count count of meta operation
+# TYPE milvus_meta_op_count counter
+milvus_meta_op_count{meta_op_type="get",status="success"} 63
+milvus_meta_op_count{meta_op_type="get",status="total"} 63
+milvus_meta_op_count{meta_op_type="put",status="success"} 50
+milvus_meta_op_count{meta_op_type="put",status="total"} 50
+milvus_meta_op_count{meta_op_type="remove",status="success"} 6
+milvus_meta_op_count{meta_op_type="remove",status="total"} 6
+milvus_meta_op_count{meta_op_type="txn",status="success"} 26
+milvus_meta_op_count{meta_op_type="txn",status="total"} 26
+# HELP milvus_meta_request_latency request latency on the client side 
+# TYPE milvus_meta_request_latency histogram
+milvus_meta_request_latency_bucket{meta_op_type="get",le="1"} 62
+milvus_meta_request_latency_bucket{meta_op_type="get",le="2"} 62
+milvus_meta_request_latency_bucket{meta_op_type="get",le="4"} 62
+milvus_meta_request_latency_bucket{meta_op_type="get",le="8"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="16"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="32"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="64"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="128"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="256"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="512"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="1024"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="2048"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="4096"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="8192"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="16384"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="32768"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="65536"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="131072"} 63
+milvus_meta_request_latency_bucket{meta_op_type="get",le="+Inf"} 63
+milvus_meta_request_latency_sum{meta_op_type="get"} 7
+milvus_meta_request_latency_count{meta_op_type="get"} 63
+milvus_meta_request_latency_bucket{meta_op_type="put",le="1"} 19
+milvus_meta_request_latency_bucket{meta_op_type="put",le="2"} 35
+milvus_meta_request_latency_bucket{meta_op_type="put",le="4"} 45
+milvus_meta_request_latency_bucket{meta_op_type="put",le="8"} 49
+milvus_meta_request_latency_bucket{meta_op_type="put",le="16"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="32"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="64"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="128"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="256"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="512"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="1024"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="2048"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="4096"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="8192"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="16384"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="32768"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="65536"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="131072"} 50
+milvus_meta_request_latency_bucket{meta_op_type="put",le="+Inf"} 50
+milvus_meta_request_latency_sum{meta_op_type="put"} 106
+milvus_meta_request_latency_count{meta_op_type="put"} 50
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="1"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="2"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="4"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="8"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="16"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="32"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="64"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="128"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="256"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="512"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="1024"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="2048"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="4096"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="8192"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="16384"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="32768"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="65536"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="131072"} 6
+milvus_meta_request_latency_bucket{meta_op_type="remove",le="+Inf"} 6
+milvus_meta_request_latency_sum{meta_op_type="remove"} 0
+milvus_meta_request_latency_count{meta_op_type="remove"} 6
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="1"} 22
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="2"} 25
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="4"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="8"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="16"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="32"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="64"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="128"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="256"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="512"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="1024"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="2048"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="4096"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="8192"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="16384"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="32768"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="65536"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="131072"} 26
+milvus_meta_request_latency_bucket{meta_op_type="txn",le="+Inf"} 26
+milvus_meta_request_latency_sum{meta_op_type="txn"} 14
+milvus_meta_request_latency_count{meta_op_type="txn"} 26
+# HELP milvus_msg_queue_consumer_num number of consumers
+# TYPE milvus_msg_queue_consumer_num gauge
+milvus_msg_queue_consumer_num{node_id="37",role_name="standalone"} 0
+# HELP milvus_msgstream_op_count count of stream message operation
+# TYPE milvus_msgstream_op_count counter
+milvus_msgstream_op_count{message_op_type="create_consumer",status="success"} 2
+milvus_msgstream_op_count{message_op_type="create_consumer",status="total"} 2
+milvus_msgstream_op_count{message_op_type="create_producer",status="success"} 18
+milvus_msgstream_op_count{message_op_type="create_producer",status="total"} 18
+milvus_msgstream_op_count{message_op_type="produce",status="success"} 3594
+milvus_msgstream_op_count{message_op_type="produce",status="total"} 3594
+# HELP milvus_msgstream_request_latency request latency on the client side 
+# TYPE milvus_msgstream_request_latency histogram
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="1"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="2"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="4"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="8"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="16"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="32"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="64"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="128"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="256"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="512"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="1024"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="2048"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="4096"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="8192"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="16384"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="32768"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="65536"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="131072"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_consumer",le="+Inf"} 2
+milvus_msgstream_request_latency_sum{message_op_type="create_consumer"} 0
+milvus_msgstream_request_latency_count{message_op_type="create_consumer"} 2
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="1"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="2"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="4"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="8"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="16"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="32"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="64"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="128"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="256"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="512"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="1024"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="2048"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="4096"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="8192"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="16384"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="32768"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="65536"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="131072"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="create_producer",le="+Inf"} 18
+milvus_msgstream_request_latency_sum{message_op_type="create_producer"} 0
+milvus_msgstream_request_latency_count{message_op_type="create_producer"} 18
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="1"} 781
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="2"} 1620
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="4"} 2887
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="8"} 3438
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="16"} 3583
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="32"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="64"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="128"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="256"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="512"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="1024"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="2048"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="4096"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="8192"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="16384"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="32768"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="65536"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="131072"} 3594
+milvus_msgstream_request_latency_bucket{message_op_type="produce",le="+Inf"} 3594
+milvus_msgstream_request_latency_sum{message_op_type="produce"} 11317
+milvus_msgstream_request_latency_count{message_op_type="produce"} 3594
+# HELP milvus_num_node number of nodes and coordinates
+# TYPE milvus_num_node gauge
+milvus_num_node{node_id="37",role_name="datacoord"} 1
+milvus_num_node{node_id="37",role_name="datanode"} 1
+milvus_num_node{node_id="37",role_name="indexnode"} 1
+milvus_num_node{node_id="37",role_name="proxy"} 1
+milvus_num_node{node_id="37",role_name="querycoord"} 1
+milvus_num_node{node_id="37",role_name="querynode"} 1
+milvus_num_node{node_id="37",role_name="rootcoord"} 1
+# HELP milvus_proxy_apply_pk_latency latency that apply primary key
+# TYPE milvus_proxy_apply_pk_latency histogram
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="1"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="2"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="4"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="8"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="16"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="32"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="64"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="128"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="256"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="512"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="1024"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="2048"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="4096"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="8192"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="16384"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="32768"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="65536"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="131072"} 2
+milvus_proxy_apply_pk_latency_bucket{node_id="37",le="+Inf"} 2
+milvus_proxy_apply_pk_latency_sum{node_id="37"} 0
+milvus_proxy_apply_pk_latency_count{node_id="37"} 2
+# HELP milvus_proxy_apply_timestamp_latency latency that proxy apply timestamp
+# TYPE milvus_proxy_apply_timestamp_latency histogram
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="1"} 357
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="2"} 523
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="4"} 561
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="8"} 577
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="16"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="32"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="64"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="128"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="256"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="512"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="1024"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="2048"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="4096"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="8192"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="16384"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="32768"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="65536"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="131072"} 578
+milvus_proxy_apply_timestamp_latency_bucket{node_id="37",le="+Inf"} 578
+milvus_proxy_apply_timestamp_latency_sum{node_id="37"} 750
+milvus_proxy_apply_timestamp_latency_count{node_id="37"} 578
+# HELP milvus_proxy_assign_segmentID_latency latency that proxy get segmentID from dataCoord
+# TYPE milvus_proxy_assign_segmentID_latency histogram
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="1"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="2"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="4"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="8"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="16"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="32"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="64"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="128"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="256"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="512"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="1024"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="2048"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="4096"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="8192"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="16384"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="32768"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="65536"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="131072"} 2
+milvus_proxy_assign_segmentID_latency_bucket{node_id="37",le="+Inf"} 2
+milvus_proxy_assign_segmentID_latency_sum{node_id="37"} 1
+milvus_proxy_assign_segmentID_latency_count{node_id="37"} 2
+# HELP milvus_proxy_cache_hit_count count of cache hits/miss
+# TYPE milvus_proxy_cache_hit_count counter
+milvus_proxy_cache_hit_count{cache_name="GetCollectionID",cache_state="hit",node_id="37"} 51
+milvus_proxy_cache_hit_count{cache_name="GetCollectionID",cache_state="miss",node_id="37"} 3
+milvus_proxy_cache_hit_count{cache_name="GetCollectionInfo",cache_state="hit",node_id="37"} 19
+milvus_proxy_cache_hit_count{cache_name="GetCollectionSchema",cache_state="hit",node_id="37"} 27
+milvus_proxy_cache_hit_count{cache_name="GetShards",cache_state="hit",node_id="37"} 6
+milvus_proxy_cache_hit_count{cache_name="GetShards",cache_state="miss",node_id="37"} 2
+# HELP milvus_proxy_cache_update_latency latency that proxy update cache when cache miss
+# TYPE milvus_proxy_cache_update_latency histogram
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="1"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="2"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="4"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="8"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="16"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="32"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="64"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="128"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="256"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="512"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="1024"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="2048"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="4096"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="8192"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="16384"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="32768"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="65536"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="131072"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetCollectionID",node_id="37",le="+Inf"} 2
+milvus_proxy_cache_update_latency_sum{cache_name="GetCollectionID",node_id="37"} 1
+milvus_proxy_cache_update_latency_count{cache_name="GetCollectionID",node_id="37"} 2
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="1"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="2"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="4"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="8"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="16"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="32"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="64"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="128"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="256"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="512"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="1024"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="2048"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="4096"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="8192"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="16384"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="32768"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="65536"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="131072"} 1
+milvus_proxy_cache_update_latency_bucket{cache_name="GetShards",node_id="37",le="+Inf"} 1
+milvus_proxy_cache_update_latency_sum{cache_name="GetShards",node_id="37"} 1
+milvus_proxy_cache_update_latency_count{cache_name="GetShards",node_id="37"} 1
+# HELP milvus_proxy_delete_vectors_count counter of vectors successfully deleted
+# TYPE milvus_proxy_delete_vectors_count counter
+milvus_proxy_delete_vectors_count{collection_name="hello_milvus",db_name="default",node_id="37"} 2
+# HELP milvus_proxy_msgstream_obj_num number of MsgStream objects per physical channel
+# TYPE milvus_proxy_msgstream_obj_num gauge
+milvus_proxy_msgstream_obj_num{channel_name="by-dev-rootcoord-dml_10",node_id="37"} 0
+# HELP milvus_proxy_mutation_send_latency latency that proxy send insert request to MsgStream
+# TYPE milvus_proxy_mutation_send_latency histogram
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="1"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="100"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="500"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="1000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="5000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="10000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="20000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="50000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="100000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="250000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="500000"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="1e+06"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="3.6e+06"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="5e+06"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="1e+07"} 2
+milvus_proxy_mutation_send_latency_bucket{msg_type="insert",node_id="37",le="+Inf"} 2
+milvus_proxy_mutation_send_latency_sum{msg_type="insert",node_id="37"} 1
+milvus_proxy_mutation_send_latency_count{msg_type="insert",node_id="37"} 2
+# HELP milvus_proxy_rate_limit_req_count count of operation executed
+# TYPE milvus_proxy_rate_limit_req_count counter
+milvus_proxy_rate_limit_req_count{msg_type="DDLCollection",node_id="37",status="success"} 23
+milvus_proxy_rate_limit_req_count{msg_type="DDLCollection",node_id="37",status="total"} 23
+milvus_proxy_rate_limit_req_count{msg_type="DDLFlush",node_id="37",status="success"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DDLFlush",node_id="37",status="total"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DDLIndex",node_id="37",status="success"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DDLIndex",node_id="37",status="total"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DMLDelete",node_id="37",status="success"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DMLDelete",node_id="37",status="total"} 1
+milvus_proxy_rate_limit_req_count{msg_type="DMLInsert",node_id="37",status="success"} 2
+milvus_proxy_rate_limit_req_count{msg_type="DMLInsert",node_id="37",status="total"} 2
+milvus_proxy_rate_limit_req_count{msg_type="DQLQuery",node_id="37",status="success"} 5
+milvus_proxy_rate_limit_req_count{msg_type="DQLQuery",node_id="37",status="total"} 5
+milvus_proxy_rate_limit_req_count{msg_type="DQLSearch",node_id="37",status="success"} 2
+milvus_proxy_rate_limit_req_count{msg_type="DQLSearch",node_id="37",status="total"} 2
+# HELP milvus_proxy_report_value report value about the request
+# TYPE milvus_proxy_report_value counter
+milvus_proxy_report_value{db_name="default",msg_type="delete",node_id="37",username=""} 0
+milvus_proxy_report_value{db_name="default",msg_type="insert",node_id="37",username=""} 0
+milvus_proxy_report_value{db_name="default",msg_type="query",node_id="37",username=""} 0
+milvus_proxy_report_value{db_name="default",msg_type="search",node_id="37",username=""} 0
+# HELP milvus_proxy_req_count count of operation executed
+# TYPE milvus_proxy_req_count counter
+milvus_proxy_req_count{collection_name="",db_name="default",function_name="Flush",node_id="37",status="success"} 1
+milvus_proxy_req_count{collection_name="",db_name="default",function_name="Flush",node_id="37",status="total"} 1
+milvus_proxy_req_count{collection_name="hello_milvus",db_name="default",function_name="DropCollection",node_id="37",status="success"} 1
+# HELP milvus_proxy_req_in_queue_latency latency which request waits in the queue
+# TYPE milvus_proxy_req_in_queue_latency histogram
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="CreateCollection",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="CreateCollection",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="CreateIndex",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="CreateIndex",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="CreateIndex",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Delete",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="Delete",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="Delete",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="1"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="2"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="4"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="8"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="16"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="32"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="64"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="128"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="256"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="512"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="1024"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="2048"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="4096"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="8192"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="16384"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="32768"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="65536"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="131072"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeCollection",node_id="37",le="+Inf"} 3
+milvus_proxy_req_in_queue_latency_sum{function_name="DescribeCollection",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="DescribeCollection",node_id="37"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="1"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="2"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="4"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="8"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="16"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="32"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="64"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="128"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="256"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="512"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="1024"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="2048"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="4096"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="8192"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="16384"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="32768"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="65536"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="131072"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DescribeIndex",node_id="37",le="+Inf"} 3
+milvus_proxy_req_in_queue_latency_sum{function_name="DescribeIndex",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="DescribeIndex",node_id="37"} 3
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="DropCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="DropCollection",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="DropCollection",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Flush",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="Flush",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="Flush",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="1"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="2"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="4"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="8"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="16"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="32"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="64"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="128"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="256"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="512"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="1024"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="2048"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="4096"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="8192"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="16384"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="32768"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="65536"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="131072"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Insert",node_id="37",le="+Inf"} 2
+milvus_proxy_req_in_queue_latency_sum{function_name="Insert",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="Insert",node_id="37"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="1"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="2"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="4"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="8"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="16"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="32"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="64"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="128"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="256"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="512"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="LoadCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_in_queue_latency_sum{function_name="LoadCollection",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="LoadCollection",node_id="37"} 1
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="1"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="2"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="4"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="8"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="16"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="32"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="64"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="128"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="256"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="512"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="1024"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="2048"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="4096"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="8192"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="16384"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="32768"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="65536"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="131072"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Retrieve",node_id="37",le="+Inf"} 5
+milvus_proxy_req_in_queue_latency_sum{function_name="Retrieve",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="Retrieve",node_id="37"} 5
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="1"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="2"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="4"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="8"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="16"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="32"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="64"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="128"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="256"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="512"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="1024"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="2048"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="4096"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="8192"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="16384"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="32768"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="65536"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="131072"} 2
+milvus_proxy_req_in_queue_latency_bucket{function_name="Search",node_id="37",le="+Inf"} 2
+milvus_proxy_req_in_queue_latency_sum{function_name="Search",node_id="37"} 0
+milvus_proxy_req_in_queue_latency_count{function_name="Search",node_id="37"} 2
+# HELP milvus_proxy_req_latency latency of each request
+# TYPE milvus_proxy_req_latency histogram
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="2"} 0
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="4"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="8"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="16"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="32"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="64"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="128"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="256"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="512"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_latency_sum{function_name="CreateCollection",node_id="37"} 4
+milvus_proxy_req_latency_count{function_name="CreateCollection",node_id="37"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="2"} 0
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="4"} 0
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="8"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="16"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="32"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="64"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="128"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="256"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="512"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="1024"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="2048"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="4096"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="8192"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="16384"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="32768"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="65536"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="131072"} 1
+milvus_proxy_req_latency_bucket{function_name="CreateIndex",node_id="37",le="+Inf"} 1
+milvus_proxy_req_latency_sum{function_name="CreateIndex",node_id="37"} 7
+milvus_proxy_req_latency_count{function_name="CreateIndex",node_id="37"} 1
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="1"} 2
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="2"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="4"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="8"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="16"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="32"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="64"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="128"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="256"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="512"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="1024"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="2048"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="4096"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="8192"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="16384"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="32768"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="65536"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="131072"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeCollection",node_id="37",le="+Inf"} 3
+milvus_proxy_req_latency_sum{function_name="DescribeCollection",node_id="37"} 2
+milvus_proxy_req_latency_count{function_name="DescribeCollection",node_id="37"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="2"} 2
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="4"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="8"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="16"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="32"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="64"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="128"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="256"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="512"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="1024"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="2048"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="4096"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="8192"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="16384"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="32768"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="65536"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="131072"} 3
+milvus_proxy_req_latency_bucket{function_name="DescribeIndex",node_id="37",le="+Inf"} 3
+milvus_proxy_req_latency_sum{function_name="DescribeIndex",node_id="37"} 8
+milvus_proxy_req_latency_count{function_name="DescribeIndex",node_id="37"} 3
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="2"} 0
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="4"} 0
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="8"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="16"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="32"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="64"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="128"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="256"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="512"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_latency_bucket{function_name="DropCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_latency_sum{function_name="DropCollection",node_id="37"} 6
+milvus_proxy_req_latency_count{function_name="DropCollection",node_id="37"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="2"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="4"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="8"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="16"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="32"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="64"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="128"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="256"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="512"} 0
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="1024"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="2048"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="4096"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="8192"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="16384"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="32768"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="65536"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="131072"} 1
+milvus_proxy_req_latency_bucket{function_name="Flush",node_id="37",le="+Inf"} 1
+milvus_proxy_req_latency_sum{function_name="Flush",node_id="37"} 619
+milvus_proxy_req_latency_count{function_name="Flush",node_id="37"} 1
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="1"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="2"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="4"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="8"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="16"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="32"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="64"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="128"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="256"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="512"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="1024"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="2048"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="4096"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="8192"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="16384"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="32768"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="65536"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="131072"} 6
+milvus_proxy_req_latency_bucket{function_name="GetLoadingProgress",node_id="37",le="+Inf"} 6
+milvus_proxy_req_latency_sum{function_name="GetLoadingProgress",node_id="37"} 2
+milvus_proxy_req_latency_count{function_name="GetLoadingProgress",node_id="37"} 6
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="1"} 0
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="2"} 0
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="4"} 0
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="8"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="16"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="32"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="64"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="128"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="256"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="512"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="1024"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="2048"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="4096"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="8192"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="16384"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="32768"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="65536"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="131072"} 1
+milvus_proxy_req_latency_bucket{function_name="LoadCollection",node_id="37",le="+Inf"} 1
+milvus_proxy_req_latency_sum{function_name="LoadCollection",node_id="37"} 7
+milvus_proxy_req_latency_count{function_name="LoadCollection",node_id="37"} 1
+# HELP milvus_proxy_search_sparse_num_non_zeros the number of non-zeros in each sparse search task
+# TYPE milvus_proxy_search_sparse_num_non_zeros histogram
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="1"} 0
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="2"} 0
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="4"} 0
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="8"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="16"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="32"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="64"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="128"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="256"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="512"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="1024"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="2048"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="4096"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="8192"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="16384"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="32768"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="65536"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="131072"} 2
+milvus_proxy_search_sparse_num_non_zeros_bucket{collection_name="hello_milvus",node_id="37",le="+Inf"} 2
+milvus_proxy_search_sparse_num_non_zeros_sum{collection_name="hello_milvus",node_id="37"} 16
+milvus_proxy_search_sparse_num_non_zeros_count{collection_name="hello_milvus",node_id="37"} 2
+# HELP milvus_proxy_send_bytes_count count of bytes sent back to sdk
+# TYPE milvus_proxy_send_bytes_count counter
+milvus_proxy_send_bytes_count{node_id="37"} 70813
+# HELP milvus_proxy_sq_decode_result_latency latency that proxy decodes the search result
+# TYPE milvus_proxy_sq_decode_result_latency histogram
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="1"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="2"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="4"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="8"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="16"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="32"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="64"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="128"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="256"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="512"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="1024"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="2048"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="4096"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="8192"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="16384"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="32768"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="65536"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="131072"} 5
+milvus_proxy_sq_decode_result_latency_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_proxy_sq_decode_result_latency_sum{node_id="37",query_type="query"} 0
+milvus_proxy_sq_decode_result_latency_count{node_id="37",query_type="query"} 5
+# HELP milvus_proxy_sq_reduce_result_latency latency that proxy reduces search result
+# TYPE milvus_proxy_sq_reduce_result_latency histogram
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="1"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="2"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="4"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="8"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="16"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="32"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="64"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="128"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="256"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="512"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="1024"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="2048"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="4096"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="8192"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="16384"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="32768"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="65536"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="131072"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_proxy_sq_reduce_result_latency_sum{node_id="37",query_type="query"} 0
+milvus_proxy_sq_reduce_result_latency_count{node_id="37",query_type="query"} 5
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="1"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="2"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="4"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="8"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="16"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="32"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="64"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="128"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="256"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="512"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="1024"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="2048"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="4096"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="8192"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="16384"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="32768"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="65536"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="131072"} 2
+milvus_proxy_sq_reduce_result_latency_bucket{node_id="37",query_type="search",le="+Inf"} 2
+milvus_proxy_sq_reduce_result_latency_sum{node_id="37",query_type="search"} 0
+milvus_proxy_sq_reduce_result_latency_count{node_id="37",query_type="search"} 2
+# HELP milvus_proxy_sq_wait_result_latency latency that proxy waits for the result
+# TYPE milvus_proxy_sq_wait_result_latency histogram
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="1"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="2"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="4"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="8"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="16"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="32"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="64"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="128"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="256"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="512"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="1024"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="2048"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="4096"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="8192"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="16384"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="32768"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="65536"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="131072"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_proxy_sq_wait_result_latency_sum{node_id="37",query_type="query"} 1478
+milvus_proxy_sq_wait_result_latency_count{node_id="37",query_type="query"} 5
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="1"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="2"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="4"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="8"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="16"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="32"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="64"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="128"} 0
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="256"} 1
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="512"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="1024"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="2048"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="4096"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="8192"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="16384"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="32768"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="65536"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="131072"} 2
+milvus_proxy_sq_wait_result_latency_bucket{node_id="37",query_type="search",le="+Inf"} 2
+milvus_proxy_sq_wait_result_latency_sum{node_id="37",query_type="search"} 610
+milvus_proxy_sq_wait_result_latency_count{node_id="37",query_type="search"} 2
+# HELP milvus_proxy_sync_segment_request_length the length of SegmentIDRequests when assigning segments for insert
+# TYPE milvus_proxy_sync_segment_request_length histogram
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="1"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="2"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="4"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="8"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="16"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="32"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="64"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="128"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="256"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="512"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="1024"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="2048"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="4096"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="8192"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="16384"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="32768"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="65536"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="131072"} 2
+milvus_proxy_sync_segment_request_length_bucket{node_id="37",le="+Inf"} 2
+milvus_proxy_sync_segment_request_length_sum{node_id="37"} 2
+milvus_proxy_sync_segment_request_length_count{node_id="37"} 2
+# HELP milvus_proxy_tt_lag_ms now time minus tt per physical channel
+# TYPE milvus_proxy_tt_lag_ms gauge
+milvus_proxy_tt_lag_ms{channel_name="default",node_id="37"} 36
+# HELP milvus_querycoord_collection_num number of collections
+# TYPE milvus_querycoord_collection_num gauge
+milvus_querycoord_collection_num 0
+# HELP milvus_querycoord_load_latency latency of load the entire collection
+# TYPE milvus_querycoord_load_latency histogram
+milvus_querycoord_load_latency_bucket{le="0"} 0
+milvus_querycoord_load_latency_bucket{le="500"} 0
+milvus_querycoord_load_latency_bucket{le="1000"} 2
+milvus_querycoord_load_latency_bucket{le="2000"} 2
+milvus_querycoord_load_latency_bucket{le="5000"} 2
+milvus_querycoord_load_latency_bucket{le="10000"} 2
+milvus_querycoord_load_latency_bucket{le="20000"} 2
+milvus_querycoord_load_latency_bucket{le="50000"} 2
+milvus_querycoord_load_latency_bucket{le="60000"} 2
+milvus_querycoord_load_latency_bucket{le="300000"} 2
+milvus_querycoord_load_latency_bucket{le="600000"} 2
+milvus_querycoord_load_latency_bucket{le="1.8e+06"} 2
+milvus_querycoord_load_latency_bucket{le="+Inf"} 2
+milvus_querycoord_load_latency_sum 1996
+milvus_querycoord_load_latency_count 2
+# HELP milvus_querycoord_load_req_count count of load request
+# TYPE milvus_querycoord_load_req_count counter
+milvus_querycoord_load_req_count{status="success"} 1
+milvus_querycoord_load_req_count{status="total"} 1
+# HELP milvus_querycoord_partition_num number of partitions
+# TYPE milvus_querycoord_partition_num gauge
+milvus_querycoord_partition_num 0
+# HELP milvus_querycoord_querynode_num number of QueryNodes managered by QueryCoord
+# TYPE milvus_querycoord_querynode_num gauge
+milvus_querycoord_querynode_num 1
+# HELP milvus_querycoord_release_latency latency of release request
+# TYPE milvus_querycoord_release_latency histogram
+milvus_querycoord_release_latency_bucket{le="0"} 10
+milvus_querycoord_release_latency_bucket{le="5"} 10
+milvus_querycoord_release_latency_bucket{le="10"} 10
+milvus_querycoord_release_latency_bucket{le="20"} 10
+milvus_querycoord_release_latency_bucket{le="40"} 10
+milvus_querycoord_release_latency_bucket{le="100"} 10
+milvus_querycoord_release_latency_bucket{le="200"} 10
+milvus_querycoord_release_latency_bucket{le="400"} 10
+milvus_querycoord_release_latency_bucket{le="1000"} 11
+milvus_querycoord_release_latency_bucket{le="10000"} 11
+milvus_querycoord_release_latency_bucket{le="+Inf"} 11
+milvus_querycoord_release_latency_sum 606
+milvus_querycoord_release_latency_count 11
+# HELP milvus_querycoord_release_req_count count of release request
+# TYPE milvus_querycoord_release_req_count counter
+milvus_querycoord_release_req_count{status="success"} 1
+milvus_querycoord_release_req_count{status="total"} 1
+# HELP milvus_querycoord_replica_ro_node_total total read only node number of replica
+# TYPE milvus_querycoord_replica_ro_node_total gauge
+milvus_querycoord_replica_ro_node_total 0
+# HELP milvus_querycoord_resource_group_info all resource group detail info in query coord
+# TYPE milvus_querycoord_resource_group_info gauge
+milvus_querycoord_resource_group_info{node_id="37",rg="__default_resource_group"} 1
+# HELP milvus_querycoord_resource_group_replica_total total replica number of resource group
+# TYPE milvus_querycoord_resource_group_replica_total gauge
+milvus_querycoord_resource_group_replica_total{rg="__default_resource_group"} 0
+# HELP milvus_querycoord_task_num the number of tasks in QueryCoord's scheduler
+# TYPE milvus_querycoord_task_num gauge
+milvus_querycoord_task_num{querycoord_task_type="channel_grow"} 0
+milvus_querycoord_task_num{querycoord_task_type="channel_move"} 0
+milvus_querycoord_task_num{querycoord_task_type="channel_reduce"} 0
+milvus_querycoord_task_num{querycoord_task_type="segment_grow"} 0
+milvus_querycoord_task_num{querycoord_task_type="segment_move"} 0
+milvus_querycoord_task_num{querycoord_task_type="segment_reduce"} 0
+# HELP milvus_querynode_apply_bf_latency apply bf cost in ms
+# TYPE milvus_querynode_apply_bf_latency histogram
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="1"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="2"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="4"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="8"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="16"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="32"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="64"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="128"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="256"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="512"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="1024"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="2048"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="4096"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="8192"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="16384"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="32768"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="65536"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="131072"} 1
+milvus_querynode_apply_bf_latency_bucket{function_name="ProcessDelete",node_id="37",le="+Inf"} 1
+milvus_querynode_apply_bf_latency_sum{function_name="ProcessDelete",node_id="37"} 0
+milvus_querynode_apply_bf_latency_count{function_name="ProcessDelete",node_id="37"} 1
+# HELP milvus_querynode_cgo_latency latency of each cgo call
+# TYPE milvus_querynode_cgo_latency histogram
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="1"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="2"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="4"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="8"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="16"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="32"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="64"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="128"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="256"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="512"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="1024"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="2048"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="4096"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="8192"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="16384"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="32768"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="65536"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="131072"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37",le="+Inf"} 1
+milvus_querynode_cgo_latency_sum{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37"} 1
+milvus_querynode_cgo_latency_count{cgo_name="AppendIndexV2",cgo_type="Sync",node_id="37"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="1"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="2"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="4"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="8"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="16"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="32"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="64"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="128"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="256"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="512"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="1024"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="2048"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="4096"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="8192"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="16384"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="32768"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="65536"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="131072"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="Delete",cgo_type="Sync",node_id="37",le="+Inf"} 1
+milvus_querynode_cgo_latency_sum{cgo_name="Delete",cgo_type="Sync",node_id="37"} 0
+milvus_querynode_cgo_latency_count{cgo_name="Delete",cgo_type="Sync",node_id="37"} 1
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="1"} 3
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="2"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="4"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="8"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="16"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="32"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="64"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="128"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="256"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="512"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="1024"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="2048"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="4096"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="8192"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="16384"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="32768"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="65536"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="131072"} 4
+milvus_querynode_cgo_latency_bucket{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37",le="+Inf"} 4
+milvus_querynode_cgo_latency_sum{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37"} 5
+milvus_querynode_cgo_latency_count{cgo_name="LoadFieldData",cgo_type="Sync",node_id="37"} 4
+# HELP milvus_querynode_collection_num number of collections loaded
+# TYPE milvus_querynode_collection_num gauge
+milvus_querynode_collection_num{node_id="37"} 0
+# HELP milvus_querynode_consume_bytes_counter 
+# TYPE milvus_querynode_consume_bytes_counter counter
+milvus_querynode_consume_bytes_counter{msg_type="insert",node_id="37"} 241
+# HELP milvus_querynode_disk_cache_evict_bytes number of bytes evicted from disk cache
+# TYPE milvus_querynode_disk_cache_evict_bytes counter
+milvus_querynode_disk_cache_evict_bytes{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_cache_evict_duration total time cost of evicting segments from disk cache
+# TYPE milvus_querynode_disk_cache_evict_duration counter
+milvus_querynode_disk_cache_evict_duration{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_cache_evict_global_duration global duration of evicting segments from disk cache
+# TYPE milvus_querynode_disk_cache_evict_global_duration histogram
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="1"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="100"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="500"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="1000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="5000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="10000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="20000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="50000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="100000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="250000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="500000"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="1e+06"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="3.6e+06"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="5e+06"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="1e+07"} 0
+milvus_querynode_disk_cache_evict_global_duration_bucket{node_id="37",le="+Inf"} 0
+milvus_querynode_disk_cache_evict_global_duration_sum{node_id="37"} 0
+milvus_querynode_disk_cache_evict_global_duration_count{node_id="37"} 0
+# HELP milvus_querynode_disk_cache_evict_total number of segments evicted from disk cache
+# TYPE milvus_querynode_disk_cache_evict_total counter
+milvus_querynode_disk_cache_evict_total{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_cache_load_bytes number of bytes loaded from disk cache
+# TYPE milvus_querynode_disk_cache_load_bytes counter
+milvus_querynode_disk_cache_load_bytes{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_cache_load_duration total time cost of loading segments from disk cache
+# TYPE milvus_querynode_disk_cache_load_duration counter
+milvus_querynode_disk_cache_load_duration{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_cache_load_global_duration global duration of loading segments from disk cache
+# TYPE milvus_querynode_disk_cache_load_global_duration histogram
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="1"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="100"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="500"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="1000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="5000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="10000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="20000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="50000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="100000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="250000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="500000"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="1e+06"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="3.6e+06"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="5e+06"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="1e+07"} 0
+milvus_querynode_disk_cache_load_global_duration_bucket{node_id="37",le="+Inf"} 0
+milvus_querynode_disk_cache_load_global_duration_sum{node_id="37"} 0
+milvus_querynode_disk_cache_load_global_duration_count{node_id="37"} 0
+# HELP milvus_querynode_disk_cache_load_total number of segments loaded from disk cache
+# TYPE milvus_querynode_disk_cache_load_total counter
+milvus_querynode_disk_cache_load_total{db_name="default",node_id="37",rg="__default_resource_group"} 0
+# HELP milvus_querynode_disk_used_size disk used size(MB)
+# TYPE milvus_querynode_disk_used_size gauge
+milvus_querynode_disk_used_size{node_id="37"} 4.285002708435059
+# HELP milvus_querynode_dml_vchannel_num number of dmlChannels watched
+# TYPE milvus_querynode_dml_vchannel_num gauge
+milvus_querynode_dml_vchannel_num{node_id="37"} 0
+# HELP milvus_querynode_execute_bytes_counter 
+# TYPE milvus_querynode_execute_bytes_counter counter
+milvus_querynode_execute_bytes_counter{msg_type="query",node_id="37"} 818
+milvus_querynode_execute_bytes_counter{msg_type="search",node_id="37"} 599
+# HELP milvus_querynode_flowgraph_num number of flowgraphs
+# TYPE milvus_querynode_flowgraph_num gauge
+milvus_querynode_flowgraph_num{node_id="37"} 0
+# HELP milvus_querynode_forward_delete_latency forward delete cost in ms
+# TYPE milvus_querynode_forward_delete_latency histogram
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="1"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="2"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="4"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="8"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="16"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="32"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="64"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="128"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="256"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="512"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="1024"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="2048"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="4096"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="8192"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="16384"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="32768"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="65536"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="131072"} 1
+milvus_querynode_forward_delete_latency_bucket{function_name="ProcessDelete",node_id="37",le="+Inf"} 1
+milvus_querynode_forward_delete_latency_sum{function_name="ProcessDelete",node_id="37"} 1
+milvus_querynode_forward_delete_latency_count{function_name="ProcessDelete",node_id="37"} 1
+# HELP milvus_querynode_load_index_latency latency of load per segment's index, in milliseconds
+# TYPE milvus_querynode_load_index_latency histogram
+milvus_querynode_load_index_latency_bucket{node_id="37",le="1"} 0
+milvus_querynode_load_index_latency_bucket{node_id="37",le="100"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="500"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="1000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="5000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="10000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="20000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="50000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="100000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="250000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="500000"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="1e+06"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="3.6e+06"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="5e+06"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="1e+07"} 1
+milvus_querynode_load_index_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_querynode_load_index_latency_sum{node_id="37"} 2
+milvus_querynode_load_index_latency_count{node_id="37"} 1
+# HELP milvus_querynode_load_segment_concurrency number of concurrent loading segments in QueryNode
+# TYPE milvus_querynode_load_segment_concurrency gauge
+milvus_querynode_load_segment_concurrency{load_type="LoadSegment",node_id="37"} 0
+# HELP milvus_querynode_load_segment_latency latency of load per segment
+# TYPE milvus_querynode_load_segment_latency histogram
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="1"} 0
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="100"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="500"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="1000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="5000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="10000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="20000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="50000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="100000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="250000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="500000"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="1e+06"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="3.6e+06"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="5e+06"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="1e+07"} 1
+milvus_querynode_load_segment_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_querynode_load_segment_latency_sum{node_id="37"} 9
+milvus_querynode_load_segment_latency_count{node_id="37"} 1
+# HELP milvus_querynode_process_insert_or_delete_latency process insert or delete cost in ms
+# TYPE milvus_querynode_process_insert_or_delete_latency histogram
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="1"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="2"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="4"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="8"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="16"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="32"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="64"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="128"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="256"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="512"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="1024"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="2048"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="4096"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="8192"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="16384"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="32768"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="65536"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="131072"} 1
+milvus_querynode_process_insert_or_delete_latency_bucket{msg_type="delete",node_id="37",le="+Inf"} 1
+milvus_querynode_process_insert_or_delete_latency_sum{msg_type="delete",node_id="37"} 1
+milvus_querynode_process_insert_or_delete_latency_count{msg_type="delete",node_id="37"} 1
+# HELP milvus_querynode_read_task_concurrency number of concurrent executing read tasks in QueryNode
+# TYPE milvus_querynode_read_task_concurrency gauge
+milvus_querynode_read_task_concurrency{node_id="37"} 0
+# HELP milvus_querynode_read_task_ready_len number of ready read tasks in readyQueue
+# TYPE milvus_querynode_read_task_ready_len gauge
+milvus_querynode_read_task_ready_len{node_id="37"} 0
+# HELP milvus_querynode_read_task_unsolved_len number of unsolved read tasks in unsolvedQueue
+# TYPE milvus_querynode_read_task_unsolved_len gauge
+milvus_querynode_read_task_unsolved_len{node_id="37"} 0
+# HELP milvus_querynode_search_group_nq the number of queries of each grouped search task
+# TYPE milvus_querynode_search_group_nq histogram
+milvus_querynode_search_group_nq_bucket{node_id="37",le="1"} 0
+milvus_querynode_search_group_nq_bucket{node_id="37",le="2"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="4"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="8"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="16"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="32"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="64"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="128"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="256"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="512"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="1024"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="2048"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="4096"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="8192"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="16384"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="32768"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="65536"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="131072"} 2
+milvus_querynode_search_group_nq_bucket{node_id="37",le="+Inf"} 2
+milvus_querynode_search_group_nq_sum{node_id="37"} 4
+milvus_querynode_search_group_nq_count{node_id="37"} 2
+# HELP milvus_querynode_search_group_size the number of tasks of each grouped search task
+# TYPE milvus_querynode_search_group_size histogram
+milvus_querynode_search_group_size_bucket{node_id="37",le="1"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="2"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="4"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="8"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="16"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="32"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="64"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="128"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="256"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="512"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="1024"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="2048"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="4096"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="8192"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="16384"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="32768"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="65536"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="131072"} 2
+milvus_querynode_search_group_size_bucket{node_id="37",le="+Inf"} 2
+milvus_querynode_search_group_size_sum{node_id="37"} 2
+milvus_querynode_search_group_size_count{node_id="37"} 2
+# HELP milvus_querynode_search_group_topk the topK of each grouped search task
+# TYPE milvus_querynode_search_group_topk histogram
+milvus_querynode_search_group_topk_bucket{node_id="37",le="1"} 0
+milvus_querynode_search_group_topk_bucket{node_id="37",le="2"} 0
+milvus_querynode_search_group_topk_bucket{node_id="37",le="4"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="8"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="16"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="32"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="64"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="128"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="256"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="512"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="1024"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="2048"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="4096"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="8192"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="16384"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="32768"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="65536"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="131072"} 2
+milvus_querynode_search_group_topk_bucket{node_id="37",le="+Inf"} 2
+milvus_querynode_search_group_topk_sum{node_id="37"} 6
+milvus_querynode_search_group_topk_count{node_id="37"} 2
+# HELP milvus_querynode_search_nq the number of queries of each search task
+# TYPE milvus_querynode_search_nq histogram
+milvus_querynode_search_nq_bucket{node_id="37",le="1"} 0
+milvus_querynode_search_nq_bucket{node_id="37",le="2"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="4"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="8"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="16"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="32"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="64"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="128"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="256"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="512"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="1024"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="2048"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="4096"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="8192"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="16384"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="32768"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="65536"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="131072"} 2
+milvus_querynode_search_nq_bucket{node_id="37",le="+Inf"} 2
+milvus_querynode_search_nq_sum{node_id="37"} 4
+milvus_querynode_search_nq_count{node_id="37"} 2
+# HELP milvus_querynode_search_topk the top of each search task
+# TYPE milvus_querynode_search_topk histogram
+milvus_querynode_search_topk_bucket{node_id="37",le="1"} 0
+milvus_querynode_search_topk_bucket{node_id="37",le="2"} 0
+milvus_querynode_search_topk_bucket{node_id="37",le="4"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="8"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="16"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="32"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="64"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="128"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="256"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="512"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="1024"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="2048"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="4096"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="8192"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="16384"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="32768"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="65536"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="131072"} 2
+milvus_querynode_search_topk_bucket{node_id="37",le="+Inf"} 2
+milvus_querynode_search_topk_sum{node_id="37"} 6
+milvus_querynode_search_topk_count{node_id="37"} 2
+# HELP milvus_querynode_segment_access_duration total time cost of accessing segments
+# TYPE milvus_querynode_segment_access_duration counter
+milvus_querynode_segment_access_duration{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 11.942583
+milvus_querynode_segment_access_duration{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 4.55725
+# HELP milvus_querynode_segment_access_global_duration global time cost of accessing segments
+# TYPE milvus_querynode_segment_access_global_duration histogram
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="1"} 0
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="100"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="500"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="1000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="5000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="10000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="20000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="50000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="100000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="250000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="500000"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="1e+06"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="3.6e+06"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="5e+06"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="1e+07"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_querynode_segment_access_global_duration_sum{node_id="37",query_type="query"} 11.942583
+milvus_querynode_segment_access_global_duration_count{node_id="37",query_type="query"} 5
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="1"} 0
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="100"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="500"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="1000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="5000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="10000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="20000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="50000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="100000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="250000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="500000"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="1e+06"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="3.6e+06"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="5e+06"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="1e+07"} 2
+milvus_querynode_segment_access_global_duration_bucket{node_id="37",query_type="search",le="+Inf"} 2
+milvus_querynode_segment_access_global_duration_sum{node_id="37",query_type="search"} 4.55725
+milvus_querynode_segment_access_global_duration_count{node_id="37",query_type="search"} 2
+# HELP milvus_querynode_segment_access_total number of segments accessed
+# TYPE milvus_querynode_segment_access_total counter
+milvus_querynode_segment_access_total{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 5
+milvus_querynode_segment_access_total{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 2
+# HELP milvus_querynode_segment_access_wait_cache_duration total time cost of waiting for loading access
+# TYPE milvus_querynode_segment_access_wait_cache_duration counter
+milvus_querynode_segment_access_wait_cache_duration{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 0
+milvus_querynode_segment_access_wait_cache_duration{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 0
+# HELP milvus_querynode_segment_access_wait_cache_global_duration global time cost of waiting for loading access
+# TYPE milvus_querynode_segment_access_wait_cache_global_duration histogram
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="1"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="100"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="500"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="1000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="5000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="10000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="20000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="50000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="100000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="250000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="500000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="1e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="3.6e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="5e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="1e+07"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="query",le="+Inf"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_sum{node_id="37",query_type="query"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_count{node_id="37",query_type="query"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="1"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="100"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="500"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="1000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="5000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="10000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="20000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="50000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="100000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="250000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="500000"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="1e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="3.6e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="5e+06"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="1e+07"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_bucket{node_id="37",query_type="search",le="+Inf"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_sum{node_id="37",query_type="search"} 0
+milvus_querynode_segment_access_wait_cache_global_duration_count{node_id="37",query_type="search"} 0
+# HELP milvus_querynode_segment_access_wait_cache_total number of segments waiting for loading access
+# TYPE milvus_querynode_segment_access_wait_cache_total counter
+milvus_querynode_segment_access_wait_cache_total{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 0
+milvus_querynode_segment_access_wait_cache_total{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 0
+# HELP milvus_querynode_segment_latency_per_vector one vector's search latency per segment
+# TYPE milvus_querynode_segment_latency_per_vector histogram
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="1"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="2"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="4"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="8"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="16"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="32"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="64"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="128"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="256"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="512"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="1024"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="2048"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="4096"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="8192"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="16384"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="32768"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="65536"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="131072"} 2
+milvus_querynode_segment_latency_per_vector_bucket{node_id="37",query_type="search",segment_state="Sealed",le="+Inf"} 2
+milvus_querynode_segment_latency_per_vector_sum{node_id="37",query_type="search",segment_state="Sealed"} 1.5
+milvus_querynode_segment_latency_per_vector_count{node_id="37",query_type="search",segment_state="Sealed"} 2
+# HELP milvus_querynode_sq_core_latency latency of search or query latency in segcore
+# TYPE milvus_querynode_sq_core_latency histogram
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="1"} 4
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="2"} 4
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="4"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="8"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="16"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="32"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="64"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="128"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="256"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="512"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="1024"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="2048"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="4096"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="8192"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="16384"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="32768"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="65536"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="131072"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_querynode_sq_core_latency_sum{node_id="37",query_type="query"} 7
+milvus_querynode_sq_core_latency_count{node_id="37",query_type="query"} 5
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="1"} 1
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="2"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="4"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="8"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="16"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="32"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="64"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="128"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="256"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="512"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="1024"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="2048"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="4096"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="8192"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="16384"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="32768"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="65536"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="131072"} 2
+milvus_querynode_sq_core_latency_bucket{node_id="37",query_type="search",le="+Inf"} 2
+milvus_querynode_sq_core_latency_sum{node_id="37",query_type="search"} 3
+milvus_querynode_sq_core_latency_count{node_id="37",query_type="search"} 2
+# HELP milvus_querynode_sq_queue_latency latency of search or query in queue
+# TYPE milvus_querynode_sq_queue_latency histogram
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="1"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="2"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="4"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="8"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="16"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="32"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="64"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="128"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="256"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="512"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="1024"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="2048"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="4096"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="8192"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="16384"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="32768"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="65536"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="131072"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="query",rg="__default_resource_group",le="+Inf"} 5
+milvus_querynode_sq_queue_latency_sum{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 0.39716599999999996
+milvus_querynode_sq_queue_latency_count{db_name="default",node_id="37",query_type="query",rg="__default_resource_group"} 5
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="1"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="2"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="4"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="8"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="16"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="32"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="64"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="128"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="256"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="512"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="1024"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="2048"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="4096"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="8192"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="16384"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="32768"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="65536"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="131072"} 2
+milvus_querynode_sq_queue_latency_bucket{db_name="default",node_id="37",query_type="search",rg="__default_resource_group",le="+Inf"} 2
+milvus_querynode_sq_queue_latency_sum{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 0.12625
+milvus_querynode_sq_queue_latency_count{db_name="default",node_id="37",query_type="search",rg="__default_resource_group"} 2
+# HELP milvus_querynode_sq_queue_user_latency latency per user of search or query in queue
+# TYPE milvus_querynode_sq_queue_user_latency histogram
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="1"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="2"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="4"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="8"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="16"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="32"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="64"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="128"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="256"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="512"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="1024"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="2048"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="4096"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="8192"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="16384"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="32768"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="65536"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="131072"} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="query",username="",le="+Inf"} 5
+milvus_querynode_sq_queue_user_latency_sum{node_id="37",query_type="query",username=""} 0.39716599999999996
+milvus_querynode_sq_queue_user_latency_count{node_id="37",query_type="query",username=""} 5
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="1"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="2"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="4"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="8"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="16"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="32"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="64"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="128"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="256"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="512"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="1024"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="2048"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="4096"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="8192"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="16384"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="32768"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="65536"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="131072"} 2
+milvus_querynode_sq_queue_user_latency_bucket{node_id="37",query_type="search",username="",le="+Inf"} 2
+milvus_querynode_sq_queue_user_latency_sum{node_id="37",query_type="search",username=""} 0.12625
+milvus_querynode_sq_queue_user_latency_count{node_id="37",query_type="search",username=""} 2
+# HELP milvus_querynode_sq_reduce_latency latency of reduce search or query result
+# TYPE milvus_querynode_sq_reduce_latency histogram
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="1"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="2"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="4"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="8"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="16"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="32"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="64"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="128"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="256"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="512"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="1024"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="2048"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="4096"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="8192"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="16384"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="32768"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="65536"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="131072"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce",le="+Inf"} 5
+milvus_querynode_sq_reduce_latency_sum{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce"} 1
+milvus_querynode_sq_reduce_latency_count{node_id="37",query_type="query",reduce_level="segments",reduce_type="batch_reduce"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="1"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="2"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="4"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="8"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="16"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="32"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="64"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="128"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="256"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="512"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="1024"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="2048"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="4096"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="8192"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="16384"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="32768"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="65536"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="131072"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce",le="+Inf"} 5
+milvus_querynode_sq_reduce_latency_sum{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce"} 0
+milvus_querynode_sq_reduce_latency_count{node_id="37",query_type="query",reduce_level="shards",reduce_type="batch_reduce"} 5
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="1"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="2"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="4"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="8"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="16"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="32"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="64"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="128"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="256"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="512"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="1024"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="2048"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="4096"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="8192"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="16384"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="32768"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="65536"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="131072"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce",le="+Inf"} 2
+milvus_querynode_sq_reduce_latency_sum{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce"} 0
+milvus_querynode_sq_reduce_latency_count{node_id="37",query_type="search",reduce_level="segments",reduce_type="batch_reduce"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="1"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="2"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="4"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="8"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="16"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="32"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="64"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="128"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="256"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="512"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="1024"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="2048"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="4096"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="8192"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="16384"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="32768"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="65536"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="131072"} 2
+milvus_querynode_sq_reduce_latency_bucket{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce",le="+Inf"} 2
+milvus_querynode_sq_reduce_latency_sum{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce"} 0
+milvus_querynode_sq_reduce_latency_count{node_id="37",query_type="search",reduce_level="shards",reduce_type="batch_reduce"} 2
+# HELP milvus_querynode_sq_req_latency latency of Search or query requests
+# TYPE milvus_querynode_sq_req_latency histogram
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="1"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="2"} 4
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="4"} 4
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="8"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="16"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="32"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="64"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="128"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="256"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="512"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="1024"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="2048"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="4096"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="8192"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="16384"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="32768"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="65536"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="131072"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="FromLeader",le="+Inf"} 5
+milvus_querynode_sq_req_latency_sum{node_id="37",query_type="query",scope="FromLeader"} 14
+milvus_querynode_sq_req_latency_count{node_id="37",query_type="query",scope="FromLeader"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="1"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="2"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="4"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="8"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="16"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="32"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="64"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="128"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="256"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="512"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="1024"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="2048"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="4096"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="8192"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="16384"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="32768"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="65536"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="131072"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="query",scope="OnLeader",le="+Inf"} 5
+milvus_querynode_sq_req_latency_sum{node_id="37",query_type="query",scope="OnLeader"} 1469
+milvus_querynode_sq_req_latency_count{node_id="37",query_type="query",scope="OnLeader"} 5
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="1"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="2"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="4"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="8"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="16"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="32"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="64"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="128"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="256"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="512"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="1024"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="2048"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="4096"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="8192"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="16384"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="32768"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="65536"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="131072"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="FromLeader",le="+Inf"} 2
+milvus_querynode_sq_req_latency_sum{node_id="37",query_type="search",scope="FromLeader"} 6
+milvus_querynode_sq_req_latency_count{node_id="37",query_type="search",scope="FromLeader"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="1"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="2"} 0
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="4"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="8"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="16"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="32"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="64"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="128"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="256"} 1
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="512"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="1024"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="2048"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="4096"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="8192"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="16384"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="32768"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="65536"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="131072"} 2
+milvus_querynode_sq_req_latency_bucket{node_id="37",query_type="search",scope="OnLeader",le="+Inf"} 2
+milvus_querynode_sq_req_latency_sum{node_id="37",query_type="search",scope="OnLeader"} 405
+milvus_querynode_sq_req_latency_count{node_id="37",query_type="search",scope="OnLeader"} 2
+# HELP milvus_querynode_sq_segment_latency latency of search or query per segment
+# TYPE milvus_querynode_sq_segment_latency histogram
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="1"} 3
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="2"} 4
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="4"} 4
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="8"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="16"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="32"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="64"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="128"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="256"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="512"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="1024"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="2048"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="4096"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="8192"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="16384"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="32768"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="65536"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="131072"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="query",segment_state="Sealed",le="+Inf"} 5
+milvus_querynode_sq_segment_latency_sum{node_id="37",query_type="query",segment_state="Sealed"} 10
+milvus_querynode_sq_segment_latency_count{node_id="37",query_type="query",segment_state="Sealed"} 5
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="1"} 1
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="2"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="4"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="8"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="16"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="32"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="64"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="128"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="256"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="512"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="1024"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="2048"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="4096"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="8192"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="16384"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="32768"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="65536"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="131072"} 2
+milvus_querynode_sq_segment_latency_bucket{node_id="37",query_type="search",segment_state="Sealed",le="+Inf"} 2
+milvus_querynode_sq_segment_latency_sum{node_id="37",query_type="search",segment_state="Sealed"} 3
+milvus_querynode_sq_segment_latency_count{node_id="37",query_type="search",segment_state="Sealed"} 2
+# HELP milvus_querynode_sq_wait_tsafe_latency latency of search or query to wait for tsafe
+# TYPE milvus_querynode_sq_wait_tsafe_latency histogram
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="1"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="2"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="4"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="8"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="16"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="32"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="64"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="128"} 0
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="256"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="512"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="1024"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="2048"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="4096"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="8192"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="16384"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="32768"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="65536"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="131072"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="query",le="+Inf"} 5
+milvus_querynode_sq_wait_tsafe_latency_sum{node_id="37",query_type="query"} 1449
+milvus_querynode_sq_wait_tsafe_latency_count{node_id="37",query_type="query"} 5
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="1"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="2"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="4"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="8"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="16"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="32"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="64"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="128"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="256"} 1
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="512"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="1024"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="2048"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="4096"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="8192"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="16384"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="32768"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="65536"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="131072"} 2
+milvus_querynode_sq_wait_tsafe_latency_bucket{node_id="37",query_type="search",le="+Inf"} 2
+milvus_querynode_sq_wait_tsafe_latency_sum{node_id="37",query_type="search"} 398
+milvus_querynode_sq_wait_tsafe_latency_count{node_id="37",query_type="search"} 2
+# HELP milvus_querynode_wait_processing_msg_count count of wait processing msg
+# TYPE milvus_querynode_wait_processing_msg_count gauge
+milvus_querynode_wait_processing_msg_count{msg_type="delete",node_id="37"} 0
+milvus_querynode_wait_processing_msg_count{msg_type="insert",node_id="37"} 0
+# HELP milvus_querynode_watch_dml_channel_latency latency of watch dml channel
+# TYPE milvus_querynode_watch_dml_channel_latency histogram
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="1"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="2"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="4"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="8"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="16"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="32"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="64"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="128"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="256"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="512"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="1024"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="2048"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="4096"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="8192"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="16384"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="32768"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="65536"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="131072"} 1
+milvus_querynode_watch_dml_channel_latency_bucket{node_id="37",le="+Inf"} 1
+milvus_querynode_watch_dml_channel_latency_sum{node_id="37"} 0
+milvus_querynode_watch_dml_channel_latency_count{node_id="37"} 1
+# HELP milvus_rootcoord_collection_num number of collections
+# TYPE milvus_rootcoord_collection_num gauge
+milvus_rootcoord_collection_num{db_name="default"} 0
+# HELP milvus_rootcoord_credential_num number of credentials
+# TYPE milvus_rootcoord_credential_num gauge
+milvus_rootcoord_credential_num 0
+# HELP milvus_rootcoord_ddl_req_count count of DDL operations
+# TYPE milvus_rootcoord_ddl_req_count counter
+milvus_rootcoord_ddl_req_count{function_name="CreateCollection",status="success"} 1
+milvus_rootcoord_ddl_req_count{function_name="CreateCollection",status="total"} 1
+milvus_rootcoord_ddl_req_count{function_name="DescribeCollection",status="fail"} 3
+milvus_rootcoord_ddl_req_count{function_name="DescribeCollection",status="success"} 12
+milvus_rootcoord_ddl_req_count{function_name="DescribeCollection",status="total"} 15
+milvus_rootcoord_ddl_req_count{function_name="DescribeDatabase",status="success"} 3
+milvus_rootcoord_ddl_req_count{function_name="DescribeDatabase",status="total"} 3
+milvus_rootcoord_ddl_req_count{function_name="DropCollection",status="success"} 1
+milvus_rootcoord_ddl_req_count{function_name="DropCollection",status="total"} 1
+milvus_rootcoord_ddl_req_count{function_name="ListDatabases",status="success"} 2
+milvus_rootcoord_ddl_req_count{function_name="ListDatabases",status="total"} 2
+milvus_rootcoord_ddl_req_count{function_name="PolicyList",status="success"} 1
+milvus_rootcoord_ddl_req_count{function_name="PolicyList",status="total"} 1
+milvus_rootcoord_ddl_req_count{function_name="ShowCollections",status="success"} 1
+milvus_rootcoord_ddl_req_count{function_name="ShowCollections",status="total"} 1
+milvus_rootcoord_ddl_req_count{function_name="ShowPartitions",status="success"} 4
+milvus_rootcoord_ddl_req_count{function_name="ShowPartitions",status="total"} 4
+# HELP milvus_rootcoord_ddl_req_latency latency of each DDL operations
+# TYPE milvus_rootcoord_ddl_req_latency histogram
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="1"} 0
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="2"} 0
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="4"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="8"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="16"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="32"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="64"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="128"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="256"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="512"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="1024"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="2048"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="4096"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="8192"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="16384"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="32768"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="65536"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="131072"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="CreateCollection",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_sum{function_name="CreateCollection"} 4
+milvus_rootcoord_ddl_req_latency_count{function_name="CreateCollection"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="1"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="2"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="4"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="8"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="16"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="32"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="64"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="128"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="256"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="512"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="1024"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="2048"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="4096"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="8192"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="16384"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="32768"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="65536"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="131072"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeCollection",le="+Inf"} 12
+milvus_rootcoord_ddl_req_latency_sum{function_name="DescribeCollection"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="DescribeCollection"} 12
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="1"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="2"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="4"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="8"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="16"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="32"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="64"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="128"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="256"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="512"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="1024"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="2048"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="4096"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="8192"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="16384"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="32768"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="65536"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="131072"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DescribeDatabase",le="+Inf"} 3
+milvus_rootcoord_ddl_req_latency_sum{function_name="DescribeDatabase"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="DescribeDatabase"} 3
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="1"} 0
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="2"} 0
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="4"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="8"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="16"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="32"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="64"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="128"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="256"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="512"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="1024"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="2048"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="4096"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="8192"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="16384"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="32768"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="65536"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="131072"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="DropCollection",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_sum{function_name="DropCollection"} 4
+milvus_rootcoord_ddl_req_latency_count{function_name="DropCollection"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="1"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="2"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="4"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="8"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="16"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="32"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="64"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="128"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="256"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="512"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="1024"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="2048"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="4096"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="8192"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="16384"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="32768"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="65536"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="131072"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ListDatabases",le="+Inf"} 2
+milvus_rootcoord_ddl_req_latency_sum{function_name="ListDatabases"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="ListDatabases"} 2
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="1"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="2"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="4"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="8"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="16"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="32"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="64"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="128"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="256"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="512"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="1024"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="2048"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="4096"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="8192"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="16384"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="32768"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="65536"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="131072"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="PolicyList",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_sum{function_name="PolicyList"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="PolicyList"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="1"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="2"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="4"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="8"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="16"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="32"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="64"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="128"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="256"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="512"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="1024"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="2048"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="4096"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="8192"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="16384"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="32768"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="65536"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="131072"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowCollections",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_sum{function_name="ShowCollections"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="ShowCollections"} 1
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="1"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="2"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="4"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="8"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="16"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="32"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="64"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="128"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="256"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="512"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="1024"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="2048"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="4096"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="8192"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="16384"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="32768"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="65536"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="131072"} 4
+milvus_rootcoord_ddl_req_latency_bucket{function_name="ShowPartitions",le="+Inf"} 4
+milvus_rootcoord_ddl_req_latency_sum{function_name="ShowPartitions"} 0
+milvus_rootcoord_ddl_req_latency_count{function_name="ShowPartitions"} 4
+# HELP milvus_rootcoord_ddl_req_latency_in_queue latency of each DDL operations in queue
+# TYPE milvus_rootcoord_ddl_req_latency_in_queue histogram
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.005"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.01"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.025"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.05"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.25"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="0.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="2.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="10"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="CreateCollection",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_sum{function_name="CreateCollection"} 0
+milvus_rootcoord_ddl_req_latency_in_queue_count{function_name="CreateCollection"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.005"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.01"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.025"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.05"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.1"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.25"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="0.5"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="1"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="2.5"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="5"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="10"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DescribeCollection",le="+Inf"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_sum{function_name="DescribeCollection"} 0
+milvus_rootcoord_ddl_req_latency_in_queue_count{function_name="DescribeCollection"} 12
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.005"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.01"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.025"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.05"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.25"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="0.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="2.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="10"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="DropCollection",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_sum{function_name="DropCollection"} 0
+milvus_rootcoord_ddl_req_latency_in_queue_count{function_name="DropCollection"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.005"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.01"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.025"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.05"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.25"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="0.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="1"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="2.5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="5"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="10"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowCollections",le="+Inf"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_sum{function_name="ShowCollections"} 0
+milvus_rootcoord_ddl_req_latency_in_queue_count{function_name="ShowCollections"} 1
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.005"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.01"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.025"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.05"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.1"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.25"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="0.5"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="1"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="2.5"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="5"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="10"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_bucket{function_name="ShowPartitions",le="+Inf"} 4
+milvus_rootcoord_ddl_req_latency_in_queue_sum{function_name="ShowPartitions"} 0
+milvus_rootcoord_ddl_req_latency_in_queue_count{function_name="ShowPartitions"} 4
+# HELP milvus_rootcoord_dml_channel_num number of DML channels
+# TYPE milvus_rootcoord_dml_channel_num gauge
+milvus_rootcoord_dml_channel_num 16
+# HELP milvus_rootcoord_entity_num number of entities, clustered by collection and their status(loaded/total)
+# TYPE milvus_rootcoord_entity_num gauge
+milvus_rootcoord_entity_num{collection_name="hello_milvus",status="loaded"} 3001
+milvus_rootcoord_entity_num{collection_name="hello_milvus",status="total"} 3001
+# HELP milvus_rootcoord_force_deny_writing_counter The number of times milvus turns into force-deny-writing states
+# TYPE milvus_rootcoord_force_deny_writing_counter counter
+milvus_rootcoord_force_deny_writing_counter 0
+# HELP milvus_rootcoord_id_alloc_count count of ID allocated
+# TYPE milvus_rootcoord_id_alloc_count counter
+milvus_rootcoord_id_alloc_count 400508
+# HELP milvus_rootcoord_indexed_entity_num indexed number of entities, clustered by collection, index name and whether it's a vector index
+# TYPE milvus_rootcoord_indexed_entity_num gauge
+milvus_rootcoord_indexed_entity_num{collection_name="hello_milvus",index_name="embeddings",is_vector_index="true"} 3001
+# HELP milvus_rootcoord_msgstream_obj_num number of message streams
+# TYPE milvus_rootcoord_msgstream_obj_num gauge
+milvus_rootcoord_msgstream_obj_num 16
+# HELP milvus_rootcoord_num_of_roles The number of roles
+# TYPE milvus_rootcoord_num_of_roles gauge
+milvus_rootcoord_num_of_roles 0
+# HELP milvus_rootcoord_partition_num number of partitions
+# TYPE milvus_rootcoord_partition_num gauge
+milvus_rootcoord_partition_num 0
+# HELP milvus_rootcoord_produce_tt_lag_ms now time minus tt per physical channel
+# TYPE milvus_rootcoord_produce_tt_lag_ms gauge
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_0"} 96
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_1"} 97
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_10"} 137
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_2"} 87
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_3"} 94
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_4"} 96
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_5"} 96
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_6"} 95
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_7"} 97
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_8"} 97
+milvus_rootcoord_produce_tt_lag_ms{channel_name="by-dev-rootcoord-dml_9"} 97
+# HELP milvus_rootcoord_proxy_num number of proxy nodes managered by rootcoord
+# TYPE milvus_rootcoord_proxy_num gauge
+milvus_rootcoord_proxy_num 1
+# HELP milvus_rootcoord_qn_mem_high_water_level querynode memory high water level
+# TYPE milvus_rootcoord_qn_mem_high_water_level gauge
+milvus_rootcoord_qn_mem_high_water_level 0
+# HELP milvus_rootcoord_sync_timetick_latency latency of synchronizing timetick message
+# TYPE milvus_rootcoord_sync_timetick_latency histogram
+milvus_rootcoord_sync_timetick_latency_bucket{le="1"} 42
+milvus_rootcoord_sync_timetick_latency_bucket{le="2"} 65
+milvus_rootcoord_sync_timetick_latency_bucket{le="4"} 181
+milvus_rootcoord_sync_timetick_latency_bucket{le="8"} 310
+milvus_rootcoord_sync_timetick_latency_bucket{le="16"} 349
+milvus_rootcoord_sync_timetick_latency_bucket{le="32"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="64"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="128"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="256"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="512"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="1024"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="2048"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="4096"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="8192"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="16384"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="32768"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="65536"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="131072"} 353
+milvus_rootcoord_sync_timetick_latency_bucket{le="+Inf"} 353
+milvus_rootcoord_sync_timetick_latency_sum 1756
+milvus_rootcoord_sync_timetick_latency_count 353
+# HELP milvus_rootcoord_timestamp lateste timestamp allocated in memory
+# TYPE milvus_rootcoord_timestamp gauge
+milvus_rootcoord_timestamp 4.548092784887726e+17
+# HELP milvus_rootcoord_timestamp_saved timestamp saved in meta storage
+# TYPE milvus_rootcoord_timestamp_saved gauge
+milvus_rootcoord_timestamp_saved 1.734959711e+09
+# HELP milvus_runtime_info Runtime information of milvus
+# TYPE milvus_runtime_info gauge
+milvus_runtime_info{meta="etcd",mq="rocksmq"} 1
+# HELP milvus_thread_num the actual thread number of milvus process
+# TYPE milvus_thread_num gauge
+milvus_thread_num 73
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total 8.06
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds 1.048576e+06
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds 71
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes 5.58592e+08
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds 1.73495960802e+09
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes 8.522620928e+09
+# HELP process_virtual_memory_max_bytes Maximum amount of virtual memory available in bytes.
+# TYPE process_virtual_memory_max_bytes gauge
+process_virtual_memory_max_bytes 1.8446744073709552e+19
+# HELP ann_iterator_init_latency ann iterator init latency (ms)
+# TYPE ann_iterator_init_latency histogram
+ann_iterator_init_latency_bucket{module="cardinal",le="1"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="2"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="4"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="8"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="16"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="32"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="64"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="128"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="256"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="512"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="1024"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="2048"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="4096"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="8192"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="16384"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="32768"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="65536"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+ann_iterator_init_latency_bucket{module="cardinal",le="+Inf"} 0
+ann_iterator_init_latency_sum{module="cardinal"} 0
+ann_iterator_init_latency_count{module="cardinal"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="1"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="2"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="4"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="8"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="16"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="32"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="64"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="128"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="256"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="512"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="1024"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="2048"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="4096"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="8192"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="16384"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="32768"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="65536"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="1.048576e+06"} 0
+ann_iterator_init_latency_bucket{module="knowhere",le="+Inf"} 0
+ann_iterator_init_latency_sum{module="knowhere"} 0
+ann_iterator_init_latency_count{module="knowhere"} 0
+# HELP bf_search_cnt number of bf search per request
+# TYPE bf_search_cnt histogram
+bf_search_cnt_bucket{module="cardinal",le="1"} 0
+bf_search_cnt_bucket{module="cardinal",le="2"} 0
+bf_search_cnt_bucket{module="cardinal",le="4"} 0
+bf_search_cnt_bucket{module="cardinal",le="8"} 0
+bf_search_cnt_bucket{module="cardinal",le="16"} 0
+bf_search_cnt_bucket{module="cardinal",le="32"} 0
+bf_search_cnt_bucket{module="cardinal",le="64"} 0
+bf_search_cnt_bucket{module="cardinal",le="128"} 0
+bf_search_cnt_bucket{module="cardinal",le="256"} 0
+bf_search_cnt_bucket{module="cardinal",le="512"} 0
+bf_search_cnt_bucket{module="cardinal",le="1024"} 0
+bf_search_cnt_bucket{module="cardinal",le="2048"} 0
+bf_search_cnt_bucket{module="cardinal",le="4096"} 0
+bf_search_cnt_bucket{module="cardinal",le="8192"} 0
+bf_search_cnt_bucket{module="cardinal",le="16384"} 0
+bf_search_cnt_bucket{module="cardinal",le="32768"} 0
+bf_search_cnt_bucket{module="cardinal",le="65536"} 0
+bf_search_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+bf_search_cnt_bucket{module="cardinal",le="+Inf"} 0
+bf_search_cnt_sum{module="cardinal"} 0
+bf_search_cnt_count{module="cardinal"} 0
+# HELP bitset_ratio bitset ratio
+# TYPE bitset_ratio histogram
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.05"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.1"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.15"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.2"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.25"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.3"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.35"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.4"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.45"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.5"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.55"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.6"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.65"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.7"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.75"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.8"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.85"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.9"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="0.95"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="1"} 0
+bitset_ratio_bucket{module="PROMETHEUS_LABEL_CARDINAL",le="+Inf"} 0
+bitset_ratio_sum{module="PROMETHEUS_LABEL_CARDINAL"} 0
+bitset_ratio_count{module="PROMETHEUS_LABEL_CARDINAL"} 0
+# HELP build_latency index build latency (s)
+# TYPE build_latency histogram
+build_latency_bucket{module="cardinal",le="1"} 0
+build_latency_bucket{module="cardinal",le="2"} 0
+build_latency_bucket{module="cardinal",le="4"} 0
+build_latency_bucket{module="cardinal",le="8"} 0
+build_latency_bucket{module="cardinal",le="16"} 0
+build_latency_bucket{module="cardinal",le="32"} 0
+build_latency_bucket{module="cardinal",le="64"} 0
+build_latency_bucket{module="cardinal",le="128"} 0
+build_latency_bucket{module="cardinal",le="256"} 0
+build_latency_bucket{module="cardinal",le="512"} 0
+build_latency_bucket{module="cardinal",le="1024"} 0
+build_latency_bucket{module="cardinal",le="2048"} 0
+build_latency_bucket{module="cardinal",le="4096"} 0
+build_latency_bucket{module="cardinal",le="8192"} 0
+build_latency_bucket{module="cardinal",le="16384"} 0
+build_latency_bucket{module="cardinal",le="32768"} 0
+build_latency_bucket{module="cardinal",le="65536"} 0
+build_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+build_latency_bucket{module="cardinal",le="+Inf"} 0
+build_latency_sum{module="cardinal"} 0
+build_latency_count{module="cardinal"} 0
+build_latency_bucket{module="knowhere",le="1"} 1
+build_latency_bucket{module="knowhere",le="2"} 1
+build_latency_bucket{module="knowhere",le="4"} 1
+build_latency_bucket{module="knowhere",le="8"} 1
+build_latency_bucket{module="knowhere",le="16"} 1
+build_latency_bucket{module="knowhere",le="32"} 1
+build_latency_bucket{module="knowhere",le="64"} 1
+build_latency_bucket{module="knowhere",le="128"} 1
+build_latency_bucket{module="knowhere",le="256"} 1
+build_latency_bucket{module="knowhere",le="512"} 1
+build_latency_bucket{module="knowhere",le="1024"} 1
+build_latency_bucket{module="knowhere",le="2048"} 1
+build_latency_bucket{module="knowhere",le="4096"} 1
+build_latency_bucket{module="knowhere",le="8192"} 1
+build_latency_bucket{module="knowhere",le="16384"} 1
+build_latency_bucket{module="knowhere",le="32768"} 1
+build_latency_bucket{module="knowhere",le="65536"} 1
+build_latency_bucket{module="knowhere",le="1.048576e+06"} 1
+build_latency_bucket{module="knowhere",le="+Inf"} 1
+build_latency_sum{module="knowhere"} 0.015760917
+build_latency_count{module="knowhere"} 1
+# HELP cache_hit_cnt cache hit cnt per request
+# TYPE cache_hit_cnt histogram
+cache_hit_cnt_bucket{module="cardinal",le="1"} 0
+cache_hit_cnt_bucket{module="cardinal",le="2"} 0
+cache_hit_cnt_bucket{module="cardinal",le="4"} 0
+cache_hit_cnt_bucket{module="cardinal",le="8"} 0
+cache_hit_cnt_bucket{module="cardinal",le="16"} 0
+cache_hit_cnt_bucket{module="cardinal",le="32"} 0
+cache_hit_cnt_bucket{module="cardinal",le="64"} 0
+cache_hit_cnt_bucket{module="cardinal",le="128"} 0
+cache_hit_cnt_bucket{module="cardinal",le="256"} 0
+cache_hit_cnt_bucket{module="cardinal",le="512"} 0
+cache_hit_cnt_bucket{module="cardinal",le="1024"} 0
+cache_hit_cnt_bucket{module="cardinal",le="2048"} 0
+cache_hit_cnt_bucket{module="cardinal",le="4096"} 0
+cache_hit_cnt_bucket{module="cardinal",le="8192"} 0
+cache_hit_cnt_bucket{module="cardinal",le="16384"} 0
+cache_hit_cnt_bucket{module="cardinal",le="32768"} 0
+cache_hit_cnt_bucket{module="cardinal",le="65536"} 0
+cache_hit_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+cache_hit_cnt_bucket{module="cardinal",le="+Inf"} 0
+cache_hit_cnt_sum{module="cardinal"} 0
+cache_hit_cnt_count{module="cardinal"} 0
+# HELP diskann_bitset_ratio DISKANN bitset ratio for search and range search
+# TYPE diskann_bitset_ratio histogram
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.05"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.1"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.15"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.2"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.25"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.3"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.35"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.4"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.45"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.5"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.55"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.6"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.65"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.7"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.75"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.8"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.85"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.9"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.95"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="1"} 0
+diskann_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="+Inf"} 0
+diskann_bitset_ratio_sum{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+diskann_bitset_ratio_count{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+# HELP diskann_range_search_iters DISKANN range search iterations
+# TYPE diskann_range_search_iters histogram
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="2"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="4"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="6"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="8"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="10"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="12"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="14"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="16"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="18"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="20"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="22"} 0
+diskann_range_search_iters_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="+Inf"} 0
+diskann_range_search_iters_sum{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+diskann_range_search_iters_count{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+# HELP diskann_search_hops DISKANN search hops
+# TYPE diskann_search_hops histogram
+diskann_search_hops_bucket{module="knowhere",le="1"} 0
+diskann_search_hops_bucket{module="knowhere",le="2"} 0
+diskann_search_hops_bucket{module="knowhere",le="4"} 0
+diskann_search_hops_bucket{module="knowhere",le="8"} 0
+diskann_search_hops_bucket{module="knowhere",le="16"} 0
+diskann_search_hops_bucket{module="knowhere",le="32"} 0
+diskann_search_hops_bucket{module="knowhere",le="64"} 0
+diskann_search_hops_bucket{module="knowhere",le="128"} 0
+diskann_search_hops_bucket{module="knowhere",le="256"} 0
+diskann_search_hops_bucket{module="knowhere",le="512"} 0
+diskann_search_hops_bucket{module="knowhere",le="1024"} 0
+diskann_search_hops_bucket{module="knowhere",le="2048"} 0
+diskann_search_hops_bucket{module="knowhere",le="4096"} 0
+diskann_search_hops_bucket{module="knowhere",le="8192"} 0
+diskann_search_hops_bucket{module="knowhere",le="16384"} 0
+diskann_search_hops_bucket{module="knowhere",le="32768"} 0
+diskann_search_hops_bucket{module="knowhere",le="65536"} 0
+diskann_search_hops_bucket{module="knowhere",le="1.048576e+06"} 0
+diskann_search_hops_bucket{module="knowhere",le="+Inf"} 0
+diskann_search_hops_sum{module="knowhere"} 0
+diskann_search_hops_count{module="knowhere"} 0
+# HELP exec_latency execute latency per request
+# TYPE exec_latency histogram
+exec_latency_bucket{module="cardinal",le="1"} 0
+exec_latency_bucket{module="cardinal",le="2"} 0
+exec_latency_bucket{module="cardinal",le="4"} 0
+exec_latency_bucket{module="cardinal",le="8"} 0
+exec_latency_bucket{module="cardinal",le="16"} 0
+exec_latency_bucket{module="cardinal",le="32"} 0
+exec_latency_bucket{module="cardinal",le="64"} 0
+exec_latency_bucket{module="cardinal",le="128"} 0
+exec_latency_bucket{module="cardinal",le="256"} 0
+exec_latency_bucket{module="cardinal",le="512"} 0
+exec_latency_bucket{module="cardinal",le="1024"} 0
+exec_latency_bucket{module="cardinal",le="2048"} 0
+exec_latency_bucket{module="cardinal",le="4096"} 0
+exec_latency_bucket{module="cardinal",le="8192"} 0
+exec_latency_bucket{module="cardinal",le="16384"} 0
+exec_latency_bucket{module="cardinal",le="32768"} 0
+exec_latency_bucket{module="cardinal",le="65536"} 0
+exec_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+exec_latency_bucket{module="cardinal",le="+Inf"} 0
+exec_latency_sum{module="cardinal"} 0
+exec_latency_count{module="cardinal"} 0
+# HELP filter_connectivity_ratio avg connectivity ratio set under filtering per request
+# TYPE filter_connectivity_ratio histogram
+filter_connectivity_ratio_bucket{module="cardinal",le="1"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="2"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="4"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="8"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="16"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="32"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="64"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="128"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="256"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="512"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="1024"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="2048"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="4096"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="8192"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="16384"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="32768"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="65536"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="1.048576e+06"} 0
+filter_connectivity_ratio_bucket{module="cardinal",le="+Inf"} 0
+filter_connectivity_ratio_sum{module="cardinal"} 0
+filter_connectivity_ratio_count{module="cardinal"} 0
+# HELP filter_mv_activated_fields_cnt avg mv activated fields per request
+# TYPE filter_mv_activated_fields_cnt histogram
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="1"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="2"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="4"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="8"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="16"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="32"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="64"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="128"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="256"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="512"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="1024"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="2048"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="4096"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="8192"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="16384"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="32768"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="65536"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+filter_mv_activated_fields_cnt_bucket{module="cardinal",le="+Inf"} 0
+filter_mv_activated_fields_cnt_sum{module="cardinal"} 0
+filter_mv_activated_fields_cnt_count{module="cardinal"} 0
+# HELP filter_mv_change_base_cnt mv change base cnt per request
+# TYPE filter_mv_change_base_cnt histogram
+filter_mv_change_base_cnt_bucket{module="cardinal",le="1"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="2"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="4"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="8"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="16"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="32"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="64"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="128"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="256"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="512"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="1024"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="2048"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="4096"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="8192"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="16384"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="32768"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="65536"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+filter_mv_change_base_cnt_bucket{module="cardinal",le="+Inf"} 0
+filter_mv_change_base_cnt_sum{module="cardinal"} 0
+filter_mv_change_base_cnt_count{module="cardinal"} 0
+# HELP filter_mv_only_cnt mv only cnt per request
+# TYPE filter_mv_only_cnt histogram
+filter_mv_only_cnt_bucket{module="cardinal",le="1"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="2"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="4"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="8"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="16"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="32"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="64"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="128"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="256"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="512"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="1024"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="2048"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="4096"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="8192"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="16384"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="32768"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="65536"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+filter_mv_only_cnt_bucket{module="cardinal",le="+Inf"} 0
+filter_mv_only_cnt_sum{module="cardinal"} 0
+filter_mv_only_cnt_count{module="cardinal"} 0
+# HELP filter_mv_supplement_ep_bool_cnt mv supplement ep from bitset boolean cnt per request
+# TYPE filter_mv_supplement_ep_bool_cnt histogram
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="1"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="2"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="4"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="8"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="16"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="32"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="64"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="128"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="256"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="512"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="1024"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="2048"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="4096"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="8192"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="16384"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="32768"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="65536"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+filter_mv_supplement_ep_bool_cnt_bucket{module="cardinal",le="+Inf"} 0
+filter_mv_supplement_ep_bool_cnt_sum{module="cardinal"} 0
+filter_mv_supplement_ep_bool_cnt_count{module="cardinal"} 0
+# HELP graph_search_cnt number of graph search per request
+# TYPE graph_search_cnt histogram
+graph_search_cnt_bucket{module="cardinal",le="1"} 0
+graph_search_cnt_bucket{module="cardinal",le="2"} 0
+graph_search_cnt_bucket{module="cardinal",le="4"} 0
+graph_search_cnt_bucket{module="cardinal",le="8"} 0
+graph_search_cnt_bucket{module="cardinal",le="16"} 0
+graph_search_cnt_bucket{module="cardinal",le="32"} 0
+graph_search_cnt_bucket{module="cardinal",le="64"} 0
+graph_search_cnt_bucket{module="cardinal",le="128"} 0
+graph_search_cnt_bucket{module="cardinal",le="256"} 0
+graph_search_cnt_bucket{module="cardinal",le="512"} 0
+graph_search_cnt_bucket{module="cardinal",le="1024"} 0
+graph_search_cnt_bucket{module="cardinal",le="2048"} 0
+graph_search_cnt_bucket{module="cardinal",le="4096"} 0
+graph_search_cnt_bucket{module="cardinal",le="8192"} 0
+graph_search_cnt_bucket{module="cardinal",le="16384"} 0
+graph_search_cnt_bucket{module="cardinal",le="32768"} 0
+graph_search_cnt_bucket{module="cardinal",le="65536"} 0
+graph_search_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+graph_search_cnt_bucket{module="cardinal",le="+Inf"} 0
+graph_search_cnt_sum{module="cardinal"} 0
+graph_search_cnt_count{module="cardinal"} 0
+# HELP hnsw_bitset_ratio HNSW bitset ratio for search and range search
+# TYPE hnsw_bitset_ratio histogram
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.05"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.1"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.15"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.2"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.25"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.3"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.35"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.4"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.45"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.5"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.55"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.6"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.65"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.7"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.75"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.8"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.85"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.9"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="0.95"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="1"} 0
+hnsw_bitset_ratio_bucket{module="PROMETHEUS_LABEL_KNOWHERE",le="+Inf"} 0
+hnsw_bitset_ratio_sum{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+hnsw_bitset_ratio_count{module="PROMETHEUS_LABEL_KNOWHERE"} 0
+# HELP hnsw_search_hops HNSW search hops in layer 0
+# TYPE hnsw_search_hops histogram
+hnsw_search_hops_bucket{module="knowhere",le="1"} 0
+hnsw_search_hops_bucket{module="knowhere",le="2"} 0
+hnsw_search_hops_bucket{module="knowhere",le="4"} 0
+hnsw_search_hops_bucket{module="knowhere",le="8"} 0
+hnsw_search_hops_bucket{module="knowhere",le="16"} 0
+hnsw_search_hops_bucket{module="knowhere",le="32"} 0
+hnsw_search_hops_bucket{module="knowhere",le="64"} 0
+hnsw_search_hops_bucket{module="knowhere",le="128"} 0
+hnsw_search_hops_bucket{module="knowhere",le="256"} 0
+hnsw_search_hops_bucket{module="knowhere",le="512"} 0
+hnsw_search_hops_bucket{module="knowhere",le="1024"} 0
+hnsw_search_hops_bucket{module="knowhere",le="2048"} 0
+hnsw_search_hops_bucket{module="knowhere",le="4096"} 0
+hnsw_search_hops_bucket{module="knowhere",le="8192"} 0
+hnsw_search_hops_bucket{module="knowhere",le="16384"} 0
+hnsw_search_hops_bucket{module="knowhere",le="32768"} 0
+hnsw_search_hops_bucket{module="knowhere",le="65536"} 0
+hnsw_search_hops_bucket{module="knowhere",le="1.048576e+06"} 0
+hnsw_search_hops_bucket{module="knowhere",le="+Inf"} 0
+hnsw_search_hops_sum{module="knowhere"} 0
+hnsw_search_hops_count{module="knowhere"} 0
+# HELP internal_core_search_latency [cpp]latency(us) of search on segment
+# TYPE internal_core_search_latency histogram
+internal_core_search_latency_bucket{type="groupby_latency",le="1"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="2"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="4"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="8"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="16"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="32"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="64"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="128"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="256"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="512"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="1024"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="2048"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="4096"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="8192"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="16384"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="32768"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="65536"} 0
+internal_core_search_latency_bucket{type="groupby_latency",le="+Inf"} 0
+internal_core_search_latency_sum{type="groupby_latency"} 0
+internal_core_search_latency_count{type="groupby_latency"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="1"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="2"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="4"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="8"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="16"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="32"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="64"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="128"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="256"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="512"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="1024"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="2048"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="4096"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="8192"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="16384"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="32768"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="65536"} 0
+internal_core_search_latency_bucket{type="iterative_filter_latency",le="+Inf"} 0
+internal_core_search_latency_sum{type="iterative_filter_latency"} 0
+internal_core_search_latency_count{type="iterative_filter_latency"} 0
+internal_core_search_latency_bucket{type="scalar_latency",le="1"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="2"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="4"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="8"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="16"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="32"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="64"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="128"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="256"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="512"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="1024"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="2048"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="4096"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="8192"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="16384"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="32768"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="65536"} 6
+internal_core_search_latency_bucket{type="scalar_latency",le="+Inf"} 6
+internal_core_search_latency_sum{type="scalar_latency"} 0.761541
+internal_core_search_latency_count{type="scalar_latency"} 6
+internal_core_search_latency_bucket{type="scalar_proportion",le="0"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.05"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.1"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.15"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.2"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.25"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.3"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.35"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.4"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.45"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.5"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.55"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.6"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.65"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.7"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.75"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.8"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.85"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.9"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="0.95"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="1"} 0
+internal_core_search_latency_bucket{type="scalar_proportion",le="+Inf"} 0
+internal_core_search_latency_sum{type="scalar_proportion"} 0
+internal_core_search_latency_count{type="scalar_proportion"} 0
+internal_core_search_latency_bucket{type="vector_latency",le="1"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="2"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="4"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="8"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="16"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="32"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="64"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="128"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="256"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="512"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="1024"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="2048"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="4096"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="8192"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="16384"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="32768"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="65536"} 2
+internal_core_search_latency_bucket{type="vector_latency",le="+Inf"} 2
+internal_core_search_latency_sum{type="vector_latency"} 1.549042
+internal_core_search_latency_count{type="vector_latency"} 2
+# HELP internal_mmap_allocated_space_bytes [cpp]mmap allocated space stats
+# TYPE internal_mmap_allocated_space_bytes histogram
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="1024"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="8192"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="65536"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="262144"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="524288"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="1.048576e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="4.194304e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="8.388608e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="1.6777216e+07"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="6.7108864e+07"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="1.34217728e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="2.68435456e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="5.36870912e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="1.073741824e+09"} 0
+internal_mmap_allocated_space_bytes_bucket{type="anon",le="+Inf"} 0
+internal_mmap_allocated_space_bytes_sum{type="anon"} 0
+internal_mmap_allocated_space_bytes_count{type="anon"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="1024"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="8192"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="65536"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="262144"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="524288"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="1.048576e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="4.194304e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="8.388608e+06"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="1.6777216e+07"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="6.7108864e+07"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="1.34217728e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="2.68435456e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="5.36870912e+08"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="1.073741824e+09"} 0
+internal_mmap_allocated_space_bytes_bucket{type="file",le="+Inf"} 0
+internal_mmap_allocated_space_bytes_sum{type="file"} 0
+internal_mmap_allocated_space_bytes_count{type="file"} 0
+# HELP internal_mmap_in_used_count [cpp]mmap in used count stats
+# TYPE internal_mmap_in_used_count gauge
+internal_mmap_in_used_count{type="anon"} 0
+internal_mmap_in_used_count{type="file"} 0
+# HELP internal_mmap_in_used_space_bytes [cpp]mmap in used space stats
+# TYPE internal_mmap_in_used_space_bytes gauge
+internal_mmap_in_used_space_bytes{type="anon"} 0
+internal_mmap_in_used_space_bytes{type="file"} 0
+# HELP internal_storage_kv_size [cpp]kv size stats
+# TYPE internal_storage_kv_size histogram
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="1"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="2"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="4"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="8"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="16"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="32"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="64"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="128"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="256"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="512"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="1024"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="2048"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="4096"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="8192"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="16384"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="32768"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="65536"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="get",le="+Inf"} 0
+internal_storage_kv_size_sum{persistent_data_op_type="get"} 0
+internal_storage_kv_size_count{persistent_data_op_type="get"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="1"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="2"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="4"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="8"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="16"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="32"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="64"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="128"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="256"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="512"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="1024"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="2048"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="4096"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="8192"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="16384"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="32768"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="65536"} 0
+internal_storage_kv_size_bucket{persistent_data_op_type="put",le="+Inf"} 0
+internal_storage_kv_size_sum{persistent_data_op_type="put"} 0
+internal_storage_kv_size_count{persistent_data_op_type="put"} 0
+# HELP internal_storage_load_duration [cpp]durations of load segment
+# TYPE internal_storage_load_duration histogram
+internal_storage_load_duration_bucket{type="deserialize",le="1"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="2"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="4"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="8"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="16"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="32"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="64"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="128"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="256"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="512"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="1024"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="2048"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="4096"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="8192"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="16384"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="32768"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="65536"} 0
+internal_storage_load_duration_bucket{type="deserialize",le="+Inf"} 0
+internal_storage_load_duration_sum{type="deserialize"} 0
+internal_storage_load_duration_count{type="deserialize"} 0
+internal_storage_load_duration_bucket{type="download",le="1"} 0
+internal_storage_load_duration_bucket{type="download",le="2"} 0
+internal_storage_load_duration_bucket{type="download",le="4"} 0
+internal_storage_load_duration_bucket{type="download",le="8"} 0
+internal_storage_load_duration_bucket{type="download",le="16"} 0
+internal_storage_load_duration_bucket{type="download",le="32"} 0
+internal_storage_load_duration_bucket{type="download",le="64"} 0
+internal_storage_load_duration_bucket{type="download",le="128"} 0
+internal_storage_load_duration_bucket{type="download",le="256"} 0
+internal_storage_load_duration_bucket{type="download",le="512"} 0
+internal_storage_load_duration_bucket{type="download",le="1024"} 0
+internal_storage_load_duration_bucket{type="download",le="2048"} 0
+internal_storage_load_duration_bucket{type="download",le="4096"} 0
+internal_storage_load_duration_bucket{type="download",le="8192"} 0
+internal_storage_load_duration_bucket{type="download",le="16384"} 0
+internal_storage_load_duration_bucket{type="download",le="32768"} 0
+internal_storage_load_duration_bucket{type="download",le="65536"} 0
+internal_storage_load_duration_bucket{type="download",le="+Inf"} 0
+internal_storage_load_duration_sum{type="download"} 0
+internal_storage_load_duration_count{type="download"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="1"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="2"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="4"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="8"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="16"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="32"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="64"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="128"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="256"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="512"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="1024"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="2048"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="4096"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="8192"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="16384"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="32768"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="65536"} 0
+internal_storage_load_duration_bucket{type="write_disk",le="+Inf"} 0
+internal_storage_load_duration_sum{type="write_disk"} 0
+internal_storage_load_duration_count{type="write_disk"} 0
+# HELP internal_storage_op_count [cpp]count of persistent data operation
+# TYPE internal_storage_op_count counter
+internal_storage_op_count{persistent_data_op_type="get"} 0
+internal_storage_op_count{persistent_data_op_type="get",status="success"} 0
+internal_storage_op_count{persistent_data_op_type="list",status="fail"} 0
+internal_storage_op_count{persistent_data_op_type="list",status="success"} 0
+internal_storage_op_count{persistent_data_op_type="put",status="fail"} 0
+internal_storage_op_count{persistent_data_op_type="put",status="success"} 0
+internal_storage_op_count{persistent_data_op_type="remove",status="fail"} 0
+internal_storage_op_count{persistent_data_op_type="remove",status="success"} 0
+internal_storage_op_count{persistent_data_op_type="stat",status="fail"} 0
+internal_storage_op_count{persistent_data_op_type="stat",status="success"} 0
+# HELP internal_storage_request_latency [cpp]request latency(ms) on the client side
+# TYPE internal_storage_request_latency histogram
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="1"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="2"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="4"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="8"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="16"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="32"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="64"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="128"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="256"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="512"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="1024"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="2048"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="4096"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="8192"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="16384"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="32768"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="65536"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="get",le="+Inf"} 0
+internal_storage_request_latency_sum{persistent_data_op_type="get"} 0
+internal_storage_request_latency_count{persistent_data_op_type="get"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="1"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="2"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="4"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="8"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="16"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="32"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="64"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="128"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="256"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="512"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="1024"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="2048"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="4096"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="8192"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="16384"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="32768"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="65536"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="list",le="+Inf"} 0
+internal_storage_request_latency_sum{persistent_data_op_type="list"} 0
+internal_storage_request_latency_count{persistent_data_op_type="list"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="1"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="2"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="4"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="8"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="16"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="32"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="64"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="128"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="256"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="512"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="1024"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="2048"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="4096"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="8192"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="16384"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="32768"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="65536"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="put",le="+Inf"} 0
+internal_storage_request_latency_sum{persistent_data_op_type="put"} 0
+internal_storage_request_latency_count{persistent_data_op_type="put"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="1"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="2"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="4"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="8"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="16"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="32"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="64"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="128"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="256"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="512"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="1024"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="2048"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="4096"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="8192"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="16384"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="32768"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="65536"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="remove",le="+Inf"} 0
+internal_storage_request_latency_sum{persistent_data_op_type="remove"} 0
+internal_storage_request_latency_count{persistent_data_op_type="remove"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="1"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="2"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="4"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="8"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="16"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="32"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="64"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="128"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="256"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="512"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="1024"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="2048"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="4096"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="8192"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="16384"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="32768"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="65536"} 0
+internal_storage_request_latency_bucket{persistent_data_op_type="stat",le="+Inf"} 0
+internal_storage_request_latency_sum{persistent_data_op_type="stat"} 0
+internal_storage_request_latency_count{persistent_data_op_type="stat"} 0
+# HELP io_cnt io cnt per request
+# TYPE io_cnt histogram
+io_cnt_bucket{module="cardinal",le="1"} 0
+io_cnt_bucket{module="cardinal",le="2"} 0
+io_cnt_bucket{module="cardinal",le="4"} 0
+io_cnt_bucket{module="cardinal",le="8"} 0
+io_cnt_bucket{module="cardinal",le="16"} 0
+io_cnt_bucket{module="cardinal",le="32"} 0
+io_cnt_bucket{module="cardinal",le="64"} 0
+io_cnt_bucket{module="cardinal",le="128"} 0
+io_cnt_bucket{module="cardinal",le="256"} 0
+io_cnt_bucket{module="cardinal",le="512"} 0
+io_cnt_bucket{module="cardinal",le="1024"} 0
+io_cnt_bucket{module="cardinal",le="2048"} 0
+io_cnt_bucket{module="cardinal",le="4096"} 0
+io_cnt_bucket{module="cardinal",le="8192"} 0
+io_cnt_bucket{module="cardinal",le="16384"} 0
+io_cnt_bucket{module="cardinal",le="32768"} 0
+io_cnt_bucket{module="cardinal",le="65536"} 0
+io_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+io_cnt_bucket{module="cardinal",le="+Inf"} 0
+io_cnt_sum{module="cardinal"} 0
+io_cnt_count{module="cardinal"} 0
+# HELP ivf_search_cnt number of ivf search per request
+# TYPE ivf_search_cnt histogram
+ivf_search_cnt_bucket{module="cardinal",le="1"} 0
+ivf_search_cnt_bucket{module="cardinal",le="2"} 0
+ivf_search_cnt_bucket{module="cardinal",le="4"} 0
+ivf_search_cnt_bucket{module="cardinal",le="8"} 0
+ivf_search_cnt_bucket{module="cardinal",le="16"} 0
+ivf_search_cnt_bucket{module="cardinal",le="32"} 0
+ivf_search_cnt_bucket{module="cardinal",le="64"} 0
+ivf_search_cnt_bucket{module="cardinal",le="128"} 0
+ivf_search_cnt_bucket{module="cardinal",le="256"} 0
+ivf_search_cnt_bucket{module="cardinal",le="512"} 0
+ivf_search_cnt_bucket{module="cardinal",le="1024"} 0
+ivf_search_cnt_bucket{module="cardinal",le="2048"} 0
+ivf_search_cnt_bucket{module="cardinal",le="4096"} 0
+ivf_search_cnt_bucket{module="cardinal",le="8192"} 0
+ivf_search_cnt_bucket{module="cardinal",le="16384"} 0
+ivf_search_cnt_bucket{module="cardinal",le="32768"} 0
+ivf_search_cnt_bucket{module="cardinal",le="65536"} 0
+ivf_search_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+ivf_search_cnt_bucket{module="cardinal",le="+Inf"} 0
+ivf_search_cnt_sum{module="cardinal"} 0
+ivf_search_cnt_count{module="cardinal"} 0
+# HELP load_latency index load latency (ms)
+# TYPE load_latency histogram
+load_latency_bucket{module="cardinal",le="1"} 0
+load_latency_bucket{module="cardinal",le="2"} 0
+load_latency_bucket{module="cardinal",le="4"} 0
+load_latency_bucket{module="cardinal",le="8"} 0
+load_latency_bucket{module="cardinal",le="16"} 0
+load_latency_bucket{module="cardinal",le="32"} 0
+load_latency_bucket{module="cardinal",le="64"} 0
+load_latency_bucket{module="cardinal",le="128"} 0
+load_latency_bucket{module="cardinal",le="256"} 0
+load_latency_bucket{module="cardinal",le="512"} 0
+load_latency_bucket{module="cardinal",le="1024"} 0
+load_latency_bucket{module="cardinal",le="2048"} 0
+load_latency_bucket{module="cardinal",le="4096"} 0
+load_latency_bucket{module="cardinal",le="8192"} 0
+load_latency_bucket{module="cardinal",le="16384"} 0
+load_latency_bucket{module="cardinal",le="32768"} 0
+load_latency_bucket{module="cardinal",le="65536"} 0
+load_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+load_latency_bucket{module="cardinal",le="+Inf"} 0
+load_latency_sum{module="cardinal"} 0
+load_latency_count{module="cardinal"} 0
+load_latency_bucket{module="knowhere",le="1"} 1
+load_latency_bucket{module="knowhere",le="2"} 1
+load_latency_bucket{module="knowhere",le="4"} 1
+load_latency_bucket{module="knowhere",le="8"} 1
+load_latency_bucket{module="knowhere",le="16"} 1
+load_latency_bucket{module="knowhere",le="32"} 1
+load_latency_bucket{module="knowhere",le="64"} 1
+load_latency_bucket{module="knowhere",le="128"} 1
+load_latency_bucket{module="knowhere",le="256"} 1
+load_latency_bucket{module="knowhere",le="512"} 1
+load_latency_bucket{module="knowhere",le="1024"} 1
+load_latency_bucket{module="knowhere",le="2048"} 1
+load_latency_bucket{module="knowhere",le="4096"} 1
+load_latency_bucket{module="knowhere",le="8192"} 1
+load_latency_bucket{module="knowhere",le="16384"} 1
+load_latency_bucket{module="knowhere",le="32768"} 1
+load_latency_bucket{module="knowhere",le="65536"} 1
+load_latency_bucket{module="knowhere",le="1.048576e+06"} 1
+load_latency_bucket{module="knowhere",le="+Inf"} 1
+load_latency_sum{module="knowhere"} 0.1285
+load_latency_count{module="knowhere"} 1
+# HELP quant_compute_cnt quant compute cnt per request
+# TYPE quant_compute_cnt histogram
+quant_compute_cnt_bucket{module="cardinal",le="1"} 0
+quant_compute_cnt_bucket{module="cardinal",le="2"} 0
+quant_compute_cnt_bucket{module="cardinal",le="4"} 0
+quant_compute_cnt_bucket{module="cardinal",le="8"} 0
+quant_compute_cnt_bucket{module="cardinal",le="16"} 0
+quant_compute_cnt_bucket{module="cardinal",le="32"} 0
+quant_compute_cnt_bucket{module="cardinal",le="64"} 0
+quant_compute_cnt_bucket{module="cardinal",le="128"} 0
+quant_compute_cnt_bucket{module="cardinal",le="256"} 0
+quant_compute_cnt_bucket{module="cardinal",le="512"} 0
+quant_compute_cnt_bucket{module="cardinal",le="1024"} 0
+quant_compute_cnt_bucket{module="cardinal",le="2048"} 0
+quant_compute_cnt_bucket{module="cardinal",le="4096"} 0
+quant_compute_cnt_bucket{module="cardinal",le="8192"} 0
+quant_compute_cnt_bucket{module="cardinal",le="16384"} 0
+quant_compute_cnt_bucket{module="cardinal",le="32768"} 0
+quant_compute_cnt_bucket{module="cardinal",le="65536"} 0
+quant_compute_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+quant_compute_cnt_bucket{module="cardinal",le="+Inf"} 0
+quant_compute_cnt_sum{module="cardinal"} 0
+quant_compute_cnt_count{module="cardinal"} 0
+# HELP queue_latency queue latency per request
+# TYPE queue_latency histogram
+queue_latency_bucket{module="cardinal",le="1"} 0
+queue_latency_bucket{module="cardinal",le="2"} 0
+queue_latency_bucket{module="cardinal",le="4"} 0
+queue_latency_bucket{module="cardinal",le="8"} 0
+queue_latency_bucket{module="cardinal",le="16"} 0
+queue_latency_bucket{module="cardinal",le="32"} 0
+queue_latency_bucket{module="cardinal",le="64"} 0
+queue_latency_bucket{module="cardinal",le="128"} 0
+queue_latency_bucket{module="cardinal",le="256"} 0
+queue_latency_bucket{module="cardinal",le="512"} 0
+queue_latency_bucket{module="cardinal",le="1024"} 0
+queue_latency_bucket{module="cardinal",le="2048"} 0
+queue_latency_bucket{module="cardinal",le="4096"} 0
+queue_latency_bucket{module="cardinal",le="8192"} 0
+queue_latency_bucket{module="cardinal",le="16384"} 0
+queue_latency_bucket{module="cardinal",le="32768"} 0
+queue_latency_bucket{module="cardinal",le="65536"} 0
+queue_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+queue_latency_bucket{module="cardinal",le="+Inf"} 0
+queue_latency_sum{module="cardinal"} 0
+queue_latency_count{module="cardinal"} 0
+# HELP range_search_latency range search latency (ms)
+# TYPE range_search_latency histogram
+range_search_latency_bucket{module="cardinal",le="1"} 0
+range_search_latency_bucket{module="cardinal",le="2"} 0
+range_search_latency_bucket{module="cardinal",le="4"} 0
+range_search_latency_bucket{module="cardinal",le="8"} 0
+range_search_latency_bucket{module="cardinal",le="16"} 0
+range_search_latency_bucket{module="cardinal",le="32"} 0
+range_search_latency_bucket{module="cardinal",le="64"} 0
+range_search_latency_bucket{module="cardinal",le="128"} 0
+range_search_latency_bucket{module="cardinal",le="256"} 0
+range_search_latency_bucket{module="cardinal",le="512"} 0
+range_search_latency_bucket{module="cardinal",le="1024"} 0
+range_search_latency_bucket{module="cardinal",le="2048"} 0
+range_search_latency_bucket{module="cardinal",le="4096"} 0
+range_search_latency_bucket{module="cardinal",le="8192"} 0
+range_search_latency_bucket{module="cardinal",le="16384"} 0
+range_search_latency_bucket{module="cardinal",le="32768"} 0
+range_search_latency_bucket{module="cardinal",le="65536"} 0
+range_search_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+range_search_latency_bucket{module="cardinal",le="+Inf"} 0
+range_search_latency_sum{module="cardinal"} 0
+range_search_latency_count{module="cardinal"} 0
+range_search_latency_bucket{module="knowhere",le="1"} 0
+range_search_latency_bucket{module="knowhere",le="2"} 0
+range_search_latency_bucket{module="knowhere",le="4"} 0
+range_search_latency_bucket{module="knowhere",le="8"} 0
+range_search_latency_bucket{module="knowhere",le="16"} 0
+range_search_latency_bucket{module="knowhere",le="32"} 0
+range_search_latency_bucket{module="knowhere",le="64"} 0
+range_search_latency_bucket{module="knowhere",le="128"} 0
+range_search_latency_bucket{module="knowhere",le="256"} 0
+range_search_latency_bucket{module="knowhere",le="512"} 0
+range_search_latency_bucket{module="knowhere",le="1024"} 0
+range_search_latency_bucket{module="knowhere",le="2048"} 0
+range_search_latency_bucket{module="knowhere",le="4096"} 0
+range_search_latency_bucket{module="knowhere",le="8192"} 0
+range_search_latency_bucket{module="knowhere",le="16384"} 0
+range_search_latency_bucket{module="knowhere",le="32768"} 0
+range_search_latency_bucket{module="knowhere",le="65536"} 0
+range_search_latency_bucket{module="knowhere",le="1.048576e+06"} 0
+range_search_latency_bucket{module="knowhere",le="+Inf"} 0
+range_search_latency_sum{module="knowhere"} 0
+range_search_latency_count{module="knowhere"} 0
+# HELP raw_compute_cnt raw compute cnt per request
+# TYPE raw_compute_cnt histogram
+raw_compute_cnt_bucket{module="cardinal",le="1"} 0
+raw_compute_cnt_bucket{module="cardinal",le="2"} 0
+raw_compute_cnt_bucket{module="cardinal",le="4"} 0
+raw_compute_cnt_bucket{module="cardinal",le="8"} 0
+raw_compute_cnt_bucket{module="cardinal",le="16"} 0
+raw_compute_cnt_bucket{module="cardinal",le="32"} 0
+raw_compute_cnt_bucket{module="cardinal",le="64"} 0
+raw_compute_cnt_bucket{module="cardinal",le="128"} 0
+raw_compute_cnt_bucket{module="cardinal",le="256"} 0
+raw_compute_cnt_bucket{module="cardinal",le="512"} 0
+raw_compute_cnt_bucket{module="cardinal",le="1024"} 0
+raw_compute_cnt_bucket{module="cardinal",le="2048"} 0
+raw_compute_cnt_bucket{module="cardinal",le="4096"} 0
+raw_compute_cnt_bucket{module="cardinal",le="8192"} 0
+raw_compute_cnt_bucket{module="cardinal",le="16384"} 0
+raw_compute_cnt_bucket{module="cardinal",le="32768"} 0
+raw_compute_cnt_bucket{module="cardinal",le="65536"} 0
+raw_compute_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+raw_compute_cnt_bucket{module="cardinal",le="+Inf"} 0
+raw_compute_cnt_sum{module="cardinal"} 0
+raw_compute_cnt_count{module="cardinal"} 0
+# HELP re_search_cnt number of fallback search per request
+# TYPE re_search_cnt histogram
+re_search_cnt_bucket{module="cardinal",le="1"} 0
+re_search_cnt_bucket{module="cardinal",le="2"} 0
+re_search_cnt_bucket{module="cardinal",le="4"} 0
+re_search_cnt_bucket{module="cardinal",le="8"} 0
+re_search_cnt_bucket{module="cardinal",le="16"} 0
+re_search_cnt_bucket{module="cardinal",le="32"} 0
+re_search_cnt_bucket{module="cardinal",le="64"} 0
+re_search_cnt_bucket{module="cardinal",le="128"} 0
+re_search_cnt_bucket{module="cardinal",le="256"} 0
+re_search_cnt_bucket{module="cardinal",le="512"} 0
+re_search_cnt_bucket{module="cardinal",le="1024"} 0
+re_search_cnt_bucket{module="cardinal",le="2048"} 0
+re_search_cnt_bucket{module="cardinal",le="4096"} 0
+re_search_cnt_bucket{module="cardinal",le="8192"} 0
+re_search_cnt_bucket{module="cardinal",le="16384"} 0
+re_search_cnt_bucket{module="cardinal",le="32768"} 0
+re_search_cnt_bucket{module="cardinal",le="65536"} 0
+re_search_cnt_bucket{module="cardinal",le="1.048576e+06"} 0
+re_search_cnt_bucket{module="cardinal",le="+Inf"} 0
+re_search_cnt_sum{module="cardinal"} 0
+re_search_cnt_count{module="cardinal"} 0
+# HELP search_latency search latency (ms)
+# TYPE search_latency histogram
+search_latency_bucket{module="cardinal",le="1"} 0
+search_latency_bucket{module="cardinal",le="2"} 0
+search_latency_bucket{module="cardinal",le="4"} 0
+search_latency_bucket{module="cardinal",le="8"} 0
+search_latency_bucket{module="cardinal",le="16"} 0
+search_latency_bucket{module="cardinal",le="32"} 0
+search_latency_bucket{module="cardinal",le="64"} 0
+search_latency_bucket{module="cardinal",le="128"} 0
+search_latency_bucket{module="cardinal",le="256"} 0
+search_latency_bucket{module="cardinal",le="512"} 0
+search_latency_bucket{module="cardinal",le="1024"} 0
+search_latency_bucket{module="cardinal",le="2048"} 0
+search_latency_bucket{module="cardinal",le="4096"} 0
+search_latency_bucket{module="cardinal",le="8192"} 0
+search_latency_bucket{module="cardinal",le="16384"} 0
+search_latency_bucket{module="cardinal",le="32768"} 0
+search_latency_bucket{module="cardinal",le="65536"} 0
+search_latency_bucket{module="cardinal",le="1.048576e+06"} 0
+search_latency_bucket{module="cardinal",le="+Inf"} 0
+search_latency_sum{module="cardinal"} 0
+search_latency_count{module="cardinal"} 0
+search_latency_bucket{module="knowhere",le="1"} 2
+search_latency_bucket{module="knowhere",le="2"} 2
+search_latency_bucket{module="knowhere",le="4"} 2
+search_latency_bucket{module="knowhere",le="8"} 2
+search_latency_bucket{module="knowhere",le="16"} 2
+search_latency_bucket{module="knowhere",le="32"} 2
+search_latency_bucket{module="knowhere",le="64"} 2
+search_latency_bucket{module="knowhere",le="128"} 2
+search_latency_bucket{module="knowhere",le="256"} 2
+search_latency_bucket{module="knowhere",le="512"} 2
+search_latency_bucket{module="knowhere",le="1024"} 2
+search_latency_bucket{module="knowhere",le="2048"} 2
+search_latency_bucket{module="knowhere",le="4096"} 2
+search_latency_bucket{module="knowhere",le="8192"} 2
+search_latency_bucket{module="knowhere",le="16384"} 2
+search_latency_bucket{module="knowhere",le="32768"} 2
+search_latency_bucket{module="knowhere",le="65536"} 2
+search_latency_bucket{module="knowhere",le="1.048576e+06"} 2
+search_latency_bucket{module="knowhere",le="+Inf"} 2
+search_latency_sum{module="knowhere"} 0.8826250000000001
+search_latency_count{module="knowhere"} 2
+# HELP search_topk search topk
+# TYPE search_topk histogram
+search_topk_bucket{module="cardinal",le="1"} 0
+search_topk_bucket{module="cardinal",le="2"} 0
+search_topk_bucket{module="cardinal",le="4"} 0
+search_topk_bucket{module="cardinal",le="8"} 0
+search_topk_bucket{module="cardinal",le="16"} 0
+search_topk_bucket{module="cardinal",le="32"} 0
+search_topk_bucket{module="cardinal",le="64"} 0
+search_topk_bucket{module="cardinal",le="128"} 0
+search_topk_bucket{module="cardinal",le="256"} 0
+search_topk_bucket{module="cardinal",le="512"} 0
+search_topk_bucket{module="cardinal",le="1024"} 0
+search_topk_bucket{module="cardinal",le="2048"} 0
+search_topk_bucket{module="cardinal",le="4096"} 0
+search_topk_bucket{module="cardinal",le="8192"} 0
+search_topk_bucket{module="cardinal",le="16384"} 0
+search_topk_bucket{module="cardinal",le="32768"} 0
+search_topk_bucket{module="cardinal",le="65536"} 0
+search_topk_bucket{module="cardinal",le="1.048576e+06"} 0
+search_topk_bucket{module="cardinal",le="+Inf"} 0
+search_topk_sum{module="cardinal"} 0
+search_topk_count{module="cardinal"} 0
+search_topk_bucket{module="knowhere",le="1"} 0
+search_topk_bucket{module="knowhere",le="2"} 0
+search_topk_bucket{module="knowhere",le="4"} 2
+search_topk_bucket{module="knowhere",le="8"} 2
+search_topk_bucket{module="knowhere",le="16"} 2
+search_topk_bucket{module="knowhere",le="32"} 2
+search_topk_bucket{module="knowhere",le="64"} 2
+search_topk_bucket{module="knowhere",le="128"} 2
+search_topk_bucket{module="knowhere",le="256"} 2
+search_topk_bucket{module="knowhere",le="512"} 2
+search_topk_bucket{module="knowhere",le="1024"} 2
+search_topk_bucket{module="knowhere",le="2048"} 2
+search_topk_bucket{module="knowhere",le="4096"} 2
+search_topk_bucket{module="knowhere",le="8192"} 2
+search_topk_bucket{module="knowhere",le="16384"} 2
+search_topk_bucket{module="knowhere",le="32768"} 2
+search_topk_bucket{module="knowhere",le="65536"} 2
+search_topk_bucket{module="knowhere",le="1.048576e+06"} 2
+search_topk_bucket{module="knowhere",le="+Inf"} 2
+search_topk_sum{module="knowhere"} 6
+search_topk_count{module="knowhere"} 2
diff --git a/milvus/tests/test_e2e.py b/milvus/tests/test_e2e.py
new file mode 100644
index 0000000000000..058f4713b4cdf
--- /dev/null
+++ b/milvus/tests/test_e2e.py
@@ -0,0 +1,23 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import pytest
+
+from datadog_checks.base.constants import ServiceCheck
+
+from . import common
+
+
+@pytest.mark.e2e
+def test_check_milvus_e2e(dd_agent_check, instance):
+    aggregator = dd_agent_check(instance, rate=True)
+
+    for metric, _ in common.STANDALONE_TEST_METRICS.items():
+        if metric in [
+            'milvus.datacoord.import_tasks',
+            'milvus.datacoord.index.task',
+        ]:  # these metrics need a more complex setup to appear
+            continue
+        aggregator.assert_metric(name=metric)
+
+    aggregator.assert_service_check('milvus.openmetrics.health', ServiceCheck.OK)
diff --git a/milvus/tests/test_unit.py b/milvus/tests/test_unit.py
new file mode 100644
index 0000000000000..cbf2e608c731a
--- /dev/null
+++ b/milvus/tests/test_unit.py
@@ -0,0 +1,43 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import pytest
+
+from datadog_checks.dev.utils import get_metadata_metrics
+from datadog_checks.milvus import MilvusCheck
+
+from .common import STANDALONE_TEST_METRICS, get_fixture_path
+
+
+def test_check(dd_run_check, aggregator, instance, mock_http_response):
+    mock_http_response(file_path=get_fixture_path('milvus_payload.txt'))
+
+    check = MilvusCheck('milvus', {}, [instance])
+    dd_run_check(check)
+
+    for metric, metric_type in STANDALONE_TEST_METRICS.items():
+        aggregator.assert_metric(metric, metric_type=aggregator.METRIC_ENUM_MAP[metric_type])
+        aggregator.assert_metric_has_tag(metric, 'test:tag')
+
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+
+
+def test_empty_instance(dd_run_check):
+    with pytest.raises(
+        Exception,
+        match='InstanceConfig`:\nopenmetrics_endpoint\n  Field required',
+    ):
+        check = MilvusCheck('milvus', {}, [{}])
+        dd_run_check(check)
+
+
+def test_custom_validation(dd_run_check):
+    endpoint = 'milvus:2112/metrics'
+    with pytest.raises(
+        Exception,
+        match='openmetrics_endpoint: {} is incorrectly configured'.format(endpoint),
+    ):
+        check = MilvusCheck('milvus', {}, [{'openmetrics_endpoint': endpoint}])
+        dd_run_check(check)
diff --git a/mimecast/README.md b/mimecast/README.md
index 29266260e8109..2cb39614b5b93 100644
--- a/mimecast/README.md
+++ b/mimecast/README.md
@@ -1,3 +1,5 @@
+# Mimecast
+
 ## Overview
 
 [Mimecast][1] is a cloud-based solution designed to protect organizations from a wide range of email-based threats. The product offers a comprehensive set of security features that help to safeguard against advanced threats, such as phishing, malware, spam, and targeted attacks, while also providing data leak prevention and email continuity services.
@@ -15,13 +17,9 @@ The Mimecast integration seamlessly collects all the above listed logs, channeli
 
 ## Setup
 
-### Configuration
-
-#### Get Credentials of Mimecast
-
-To find your application's details in Mimecast Email Security:
+### Generate API credentials in Mimecast
 
-1. Sign into Mimecast Email Security with your credentials.
+1. Log into your **Mimecast account**.
 2. Navigate to the **Administration Console**, select **Services**, and then choose the **API and Platform Integrations** section.
 3. Proceed to Your **API 2.0 Applications**.
 4. Search for your application in the list provided.
@@ -30,27 +28,26 @@ To find your application's details in Mimecast Email Security:
    - Click the **Generate keys** button of Mimecast API 2.0 tile.
    - Check the **I accept** checkbox, click on **Next**.
    - In **Application Details** step, fill out the following details according to the instructions:
-     - Application Name: Enter the application name of your choice
+     - Application Name: Enter a meaningful name for the application
      - Category: Select **SIEM Integration**
      - Products: Click **Select all** option
      - Application Role: Select **Basic Administrator**
      - Description: Enter the description of your choice
    - In **Notifications**, provide the contact details of your technical administrator and click on **Next**
-   - After clicking on **Add and Generate Keys** there will be pop up window showing Client ID and Client Secret. Please copy those keys to a safe place as they won't be displayed again.
+   - Click on **Add and Generate Keys**. A pop up window appears, showing the client ID and client secret.
 6. If the application is present, click on its name.
-7. Click the **Manage API 2.0 credentials** button and click **Generate**. This generates a new Client ID and Client Secret. Please copy those keys to a safe place as they won't be displayed again.
+7. Click the **Manage API 2.0 credentials** button and click **Generate**. This generates a new Client ID and Client Secret.
 
-#### Mimecast DataDog Integration Configuration
+### Connect your Mimecast account to Datadog
 
-Configure the Datadog endpoint to forward Mimecast logs to Datadog.
+1. Add your Mimecast credentials.
 
-1. Navigate to `Mimecast`.
-2. Add your Mimecast credentials.
+    | Parameters | Description                                                           |
+    | ------------------- | ------------------------------------------------------------ |
+    | Client ID           | The client ID of your registered application on Mimecast.     |
+    | Client Secret       | The client secret of your registered application on Mimecast. |
 
-| Mimecast Parameters | Description                                                  |
-| ------------------- | ------------------------------------------------------------ |
-| Client ID           | The Client ID of your registered application on mimecast     |
-| Client Secret       | The Client Secret of your registered application on mimecast |
+2. Click the Save button to save your settings.
 
 ## Data Collected
 
@@ -72,7 +69,7 @@ The Mimecast integration does not include any events.
 
 ## Support
 
-For further assistance, contact [Datadog Support][2].
+Need help? Contact [Datadog Support][2].
 
 [1]: https://www.mimecast.com/
 [2]: https://docs.datadoghq.com/help/
diff --git a/mongo/CHANGELOG.md b/mongo/CHANGELOG.md
index 07208f8bbd2be..87f6d903c2462 100644
--- a/mongo/CHANGELOG.md
+++ b/mongo/CHANGELOG.md
@@ -2,7 +2,64 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.3.1 / 2024-12-26
+
+***Fixed***:
+
+* Skip unauthorized `local` database collections `system.replset`, `replset.election`, and `replset.minvalid` in collection and index stats gathering to avoid permission errors. ([#19244](https://github.com/DataDog/integrations-core/pull/19244))
+
+## 8.3.0 / 2024-11-28
+
+***Added***:
+
+* Add `metrics_collection_interval` config option to customize the collection interval for collection stats, index stats, and sharded data distribution metrics.
+  The default collection interval for collection stats and index stats remains unchanged at check min collection interval of 15 seconds.
+  The default collection interval for sharded data distribution metrics is 300 seconds. ([#19098](https://github.com/DataDog/integrations-core/pull/19098))
+
+***Fixed***:
+
+* Fixes timezone parsing bug in slow query log, preventing incorrect timestamp conversions on non-UTC servers. ([#19057](https://github.com/DataDog/integrations-core/pull/19057))
+* Fix crash in DBM operation samples collection when a node is in recovering mode. ([#19080](https://github.com/DataDog/integrations-core/pull/19080))
+* Resolved deprecation warning for `collStats` by using `$collStats` aggregation pipeline to collect oplog size in MongoDB 6.2+. ([#19133](https://github.com/DataDog/integrations-core/pull/19133))
+
+## 8.2.1 / 2024-11-06 / Agent 7.60.0
+
+***Fixed***:
+
+* Fix bug in parsing database name from namespace when no collection name is present, affecting database-level commands in MongoDB versions 5 and earlier. ([#18953](https://github.com/DataDog/integrations-core/pull/18953))
+
+## 8.2.0 / 2024-10-31
+
+***Added***:
+
+* Add `service` configured in integration init_config or instance config to the DBM events payload. The configured `service` will be converted to tag `service:<SERVICE>` and applied, query samples, slow queries and explain plans. ([#18846](https://github.com/DataDog/integrations-core/pull/18846))
+* Add `aws` to the instance configuration to allow cloud resource linking with Amazon DocumentDB. ([#18921](https://github.com/DataDog/integrations-core/pull/18921))
+
+***Fixed***:
+
+* Skip explain plan collection for mongo administrative aggregation pipeline, including `$collStats`, `$currentOp`, `$indexStats`, `$listSearchIndexes`, `$sample` and `$shardedDataDistribution`. ([#18844](https://github.com/DataDog/integrations-core/pull/18844))
+
+## 8.1.0 / 2024-10-16 / Agent 7.59.0
+
+***Added***:
+
+* Apply `timeoutMS` to integration connection to ensure client-side operation timeouts terminate the server processes. ([#18843](https://github.com/DataDog/integrations-core/pull/18843))
+
+## 8.0.0 / 2024-10-04
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Bump datadog-checks-base dependency ([#18583](https://github.com/DataDog/integrations-core/pull/18583))
+* Add `mongodb.system.cpu.percent` metric to track total CPU usage of the MongoDB process on self-hosted instances (only available on self-hosted MongoDB running on the same host as the Agent). ([#18618](https://github.com/DataDog/integrations-core/pull/18618))
+* Always emit `database_instance` metadata regardless of DBM status; previously emitted only when DBM was enabled. ([#18750](https://github.com/DataDog/integrations-core/pull/18750))
+* Include tag `clustername` & `database_instance` in mongo service check tags ([#18751](https://github.com/DataDog/integrations-core/pull/18751))
+* Add `resolved_views`, `working_millis`, and `queues` fields to the slow query (dbm only) event payload
+  - resolved_views: contains view details for slow queries on views (MongoDB 5.0+)
+  - working_millis: the amount of time that MongoDB spends working on the operation (MongoDB 8.0+)
+  - queues: contains information about the operation's queues (MongoDB 8.0+) ([#18761](https://github.com/DataDog/integrations-core/pull/18761))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +67,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 6.11.0 / 2024-09-10
diff --git a/mongo/assets/configuration/spec.yaml b/mongo/assets/configuration/spec.yaml
index 762a49a836450..495e54b21f31e 100644
--- a/mongo/assets/configuration/spec.yaml
+++ b/mongo/assets/configuration/spec.yaml
@@ -149,7 +149,7 @@ files:
               - "admin$"
               - "config$"
               - "local$"
-        - name: max_collection_per_database
+        - name: max_collections_per_database
           description: |
             The maximum number of collections to collect metrics from per database.
             Defaults to 100.
@@ -166,9 +166,6 @@ files:
     - name: dbm
       description: |
         Set to `true` enable Database Monitoring.
-        
-        NOTE: Database Monitoring for MongoDB is currently in private beta.
-        If you are interested in participating, please reach out to your Datadog Customer Success Manager.
       enabled: false
       value:
         type: boolean
@@ -265,7 +262,7 @@ files:
         - name: max_collections
           description: |
             Set the maximum number of collections to collect schemas from per interval. The maxium number of collections
-            per database is bounded by `database_autodiscovery.max_collection_per_database`. By setting this option, you
+            per database is bounded by `database_autodiscovery.max_collections_per_database`. By setting this option, you
             are adding an additional limit to the total number of collections across all monitored databases that schemas
             will be collected from. By default, this option is not set.
           value:
@@ -287,8 +284,8 @@ files:
         example: true
     - name: timeout
       description: |
-        Controls connectTimeoutMS, serverSelectionTimeoutMS and socketTimeoutMS
-        see http://api.mongodb.com/python/3.4.0/api/pymongo/mongo_client.html
+        Controls connectTimeoutMS, serverSelectionTimeoutMS, socketTimeoutMS and timeoutMS
+        see https://pymongo.readthedocs.io/en/stable/api/pymongo/mongo_client.html
       value:
         type: integer
         example: 30
@@ -347,6 +344,32 @@ files:
           type: string
         example:
           [metrics.commands, tcmalloc, top, collection, jumbo_chunks, sharded_data_distribution]
+    - name: metrics_collection_interval
+      description: |
+        The interval in seconds at which to collect certain types of metrics.
+      hidden: true
+      options:
+        - name: collection
+          description: |
+            The interval in seconds at which to collect collection metrics.
+            Only applicable when `collection` is added to `additional_metrics`.
+          value:
+            type: integer
+            example: 15
+        - name: collections_indexes_stats
+          description: |
+            The interval in seconds at which to collect collection indexes stats metrics.
+            Only applicable when `collections_indexes_stats` is set to `true`.
+          value:
+            type: integer
+            example: 15
+        - name: sharded_data_distribution
+          description: |
+            The interval in seconds at which to collect sharded data distribution metrics.
+            Only applicable when `sharded_data_distribution` is added to `additional_metrics`.
+          value:
+            type: integer
+            example: 300
     - name: collections
       description: |
         Collect metrics on specific collections from the database specified
@@ -425,6 +448,36 @@ files:
                 type: <METRIC_TYPE>
             tags:
               - test:mongodb
+    - name: aws
+      description: |
+        This block defines the configuration for Amazon DocumentDB instances.
+
+        Complete this section if you have installed the Datadog AWS Integration
+        (https://docs.datadoghq.com/integrations/amazon_web_services) to enrich instances
+        with DocumentDB integration telemetry.
+
+        These values are only applied when `dbm: true` option is set.
+      options:
+        - name: instance_endpoint
+          description: |
+            Equal to the Endpoint.Address of the instance the agent is connecting to.
+            This value is optional if the value of `host` is already configured to the instance endpoint.
+
+            For more information on instance endpoints,
+            see the AWS docs https://docs.aws.amazon.com/documentdb/latest/developerguide/API_Endpoint.html
+          value:
+            type: string
+            example: mydocdb.c0xa1xvklawc.us-east-1.docdb.amazonaws.com
+        - name: cluster_identifier
+          description: |
+            Equal to the Cluster identifier of the instance the agent is connecting to.
+            This value is optional if the value of `cluster_name` is already configured to the cluster identifier.
+
+            For more information on cluster identifiers,
+            see the AWS docs https://docs.aws.amazon.com/documentdb/latest/developerguide/API_DBCluster.html
+          value:
+            type: string
+            example: mydocdb
     - name: server
       deprecation:
         Agent version: "8.0.0"
diff --git a/mongo/assets/monitors/high_connections.json b/mongo/assets/monitors/high_connections.json
index 24afc5a88117e..cf0f2d40db26e 100644
--- a/mongo/assets/monitors/high_connections.json
+++ b/mongo/assets/monitors/high_connections.json
@@ -1,14 +1,14 @@
 {
   "version": 2,
   "created_at": "2020-08-05",
-  "last_updated_at": "2021-01-11",
+  "last_updated_at": "2024-10-16",
   "title": "Connection pool is reaching saturation",
   "tags": [
     "integration:mongodb"
   ],
   "description": "A connection pool helps reduce application latency and the number of times new connections are created. This monitor tracks the number of incoming connections to alert when the connection pool is near the saturation point.",
   "definition": {
-    "message": "The number of incoming connections is reaching the maximum. {{value}} % of the available connections have been used on {{replset_name.name}}",
+    "message": "The number of incoming connections is reaching the maximum. {{value}} % of the available connections have been used on MongoDB Cluster {{clustername.name}} Replica Set {{replset_name.name}}",
     "name": "[MongoDB] High incoming connections",
     "options": {
       "escalation_message": "",
@@ -26,7 +26,7 @@
       },
       "timeout_h": 0
     },
-    "query": "avg(last_5m):100 * sum:mongodb.connections.current{*} by {replset_name} / ( sum:mongodb.connections.current{*} by {replset_name} + sum:mongodb.connections.available{*} by {replset_name} ) > 90",
+    "query": "avg(last_5m):100 * sum:mongodb.connections.current{*} by {clustername,replset_name} / ( sum:mongodb.connections.current{*} by {clustername,replset_name} + sum:mongodb.connections.available{*} by {clustername,replset_name} ) > 90",
     "tags": [
       "integration:mongodb"
     ],
diff --git a/mongo/assets/monitors/high_fsstorage_usage.json b/mongo/assets/monitors/high_fsstorage_usage.json
new file mode 100644
index 0000000000000..f0db9505e9cfc
--- /dev/null
+++ b/mongo/assets/monitors/high_fsstorage_usage.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "Used file system storage is reaching capacity",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the used file system storage on a MongoDB server to alert when it is reaching capacity.",
+    "definition": {
+      "message": "The used file system storage is reaching capacity for database host {{database_instance.name}} on MongoDB Cluster {{clustername.name}}. {{value}} % of the total storage has been used.",
+      "name": "[MongoDB] High file system storage usage",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 80,
+          "warning": 70
+        },
+        "timeout_h": 0
+      },
+      "query": "avg(last_60m):100 * avg:mongodb.stats.fsusedsize{*} by {clustername,database_instance} / avg:mongodb.stats.fstotalsize{*} by {clustername,database_instance} > 80",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/assets/monitors/high_query_targeting.json b/mongo/assets/monitors/high_query_targeting.json
new file mode 100644
index 0000000000000..91a235cfcb8b7
--- /dev/null
+++ b/mongo/assets/monitors/high_query_targeting.json
@@ -0,0 +1,134 @@
+{
+	"version": 2,
+	"created_at": "2024-10-29",
+	"last_updated_at": "2024-10-29",
+	"title": "High query targeting",
+	"description": "This monitor tracks the ratio of keys examined, documents examined vs. documents returned by MongoDB queries to alert when the query targeting is high. Database Monitoring for MongoDB is required.",
+	"definition": {
+		"name": "MongoDB query targeting is high on cluster {{clustername.name}} ",
+		"type": "database-monitoring alert",
+		"query": "formula(\"default_zero(query1) / default_zero(query2) + default_zero(query3) / default_zero(query2)\").last(\"15m\") > 1000",
+		"message": "MongoDB operation {{[@db.query_signature].name}} query targeting is high on MongoDB cluster {{clustername.name}}. \nQuery targeting measures the ratio of keys examined, documents examined vs. documents returned by MongoDB queries. \nHigh query targeting can indicate that queries are not using indexes effectively. \nThe ratio is {{value}}, exceeding the threshold of {{threshold}}.",
+		"tags": [],
+		"options": {
+			"thresholds": {
+				"critical": 1000
+			},
+			"enable_logs_sample": true,
+			"notify_audit": false,
+			"on_missing_data": "default",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"variables": [
+				{
+					"data_source": "database_queries",
+					"name": "query1",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "avg",
+						"metric": "@mongodb.keys_examined"
+					},
+					"group_by": [
+						{
+							"facet": "@db.query_signature",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.keys_examined"
+							}
+						},
+						{
+							"facet": "clustername",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.keys_examined"
+							}
+						}
+					],
+					"search": {
+						"query": "dbm_type:slow_query source:mongo"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "database_queries",
+					"name": "query2",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "avg",
+						"metric": "@mongodb.nreturned"
+					},
+					"group_by": [
+						{
+							"facet": "@db.query_signature",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.nreturned"
+							}
+						},
+						{
+							"facet": "clustername",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.nreturned"
+							}
+						}
+					],
+					"search": {
+						"query": "dbm_type:slow_query source:mongo"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "database_queries",
+					"name": "query3",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "avg",
+						"metric": "@mongodb.docs_examined"
+					},
+					"group_by": [
+						{
+							"facet": "@db.query_signature",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.docs_examined"
+							}
+						},
+						{
+							"facet": "clustername",
+							"limit": 10,
+							"sort": {
+								"order": "desc",
+								"aggregation": "avg",
+								"metric": "@mongodb.docs_examined"
+							}
+						}
+					],
+					"search": {
+						"query": "dbm_type:slow_query source:mongo"
+					},
+					"storage": "hot"
+				}
+			]
+		}
+	},
+	"tags": [
+		"integration:mongodb"
+	]
+}
\ No newline at end of file
diff --git a/mongo/assets/monitors/high_queued_readers.json b/mongo/assets/monitors/high_queued_readers.json
new file mode 100644
index 0000000000000..a5c7b9926e5f6
--- /dev/null
+++ b/mongo/assets/monitors/high_queued_readers.json
@@ -0,0 +1,34 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "High queued readers",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the number of read operations that are currently queued and waiting for the read lock on a MongoDB cluster to alert when it is high.",
+    "definition": {
+      "message": "MongoDB Cluster {{clustername.name}} has a high number of read operations that are currently queued and waiting for the read lock. The number of read operations that are currently queued is {{value}}.",
+      "name": "[MongoDB] High number of read operations that are currently queued",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 100
+        },
+        "timeout_h": 0
+      },
+      "query": "max(last_5m):avg:mongodb.globallock.currentqueue.readers{*} by {clustername} > 100",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/assets/monitors/high_queued_writers.json b/mongo/assets/monitors/high_queued_writers.json
new file mode 100644
index 0000000000000..bb20dc0d45b20
--- /dev/null
+++ b/mongo/assets/monitors/high_queued_writers.json
@@ -0,0 +1,34 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "High queued writers",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the number of write operations that are currently queued and waiting for the write lock on a MongoDB cluster to alert when it is high.",
+    "definition": {
+      "message": "MongoDB Cluster {{clustername.name}} has a high number of write operations that are currently queued and waiting for the write lock. The number of write operations that are currently queued is {{value}}.",
+      "name": "[MongoDB] High number of write operations that are currently queued",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 100
+        },
+        "timeout_h": 0
+      },
+      "query": "max(last_5m):avg:mongodb.globallock.currentqueue.writers{*} by {clustername} > 100",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/assets/monitors/high_replication_lag.json b/mongo/assets/monitors/high_replication_lag.json
new file mode 100644
index 0000000000000..1428bbc6c966f
--- /dev/null
+++ b/mongo/assets/monitors/high_replication_lag.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "High replication lag",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the replication lag on a MongoDB replica set to alert when it is high.",
+    "definition": {
+      "message": "MongoDB Cluster {{clustername.name}} member {{member.name}} replication lag is high. The replication lag is {{value}} seconds.",
+      "name": "[MongoDB] High replication lag",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 120,
+          "warning": 60
+        },
+        "timeout_h": 0
+      },
+      "query": "avg(last_5m):100 * avg:mongodb.replset.optime_lag{*} by {clustername,member} > 120",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/assets/monitors/low_oplog_window.json b/mongo/assets/monitors/low_oplog_window.json
new file mode 100644
index 0000000000000..020fbb6408143
--- /dev/null
+++ b/mongo/assets/monitors/low_oplog_window.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "Low oplog window",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the oplog window on a MongoDB replica set to alert when it is insufficient.",
+    "definition": {
+      "message": "Oplog window for database host {{database_instance.name}} on MongoDB Cluster {{clustername.name}} is below the threshold. The oplog window is {{value}} seconds.",
+      "name": "[MongoDB] Low oplog window",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 3600,
+          "warning": 7200
+        },
+        "timeout_h": 0
+      },
+      "query": "avg(last_60m):100 * avg:mongodb.oplog.timediff{*} by {clustername,database_instance} < 3600",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/assets/monitors/unhealthy_repliset_member.json b/mongo/assets/monitors/unhealthy_repliset_member.json
new file mode 100644
index 0000000000000..9e9342872418f
--- /dev/null
+++ b/mongo/assets/monitors/unhealthy_repliset_member.json
@@ -0,0 +1,34 @@
+{
+    "version": 2,
+    "created_at": "2024-10-16",
+    "last_updated_at": "2024-10-16",
+    "title": "Unhealthy replica set member",
+    "tags": [
+      "integration:mongodb"
+    ],
+    "description": "This monitor tracks the health of a MongoDB replica set member to alert when it is unhealthy.",
+    "definition": {
+      "message": "MongoDB Cluster {{clustername.name}} replica set member {{database_instance.name}} is unhealthy.",
+      "name": "[MongoDB] Unhealthy replica set member",
+      "options": {
+        "escalation_message": "",
+        "include_tags": true,
+        "locked": false,
+        "new_host_delay": 300,
+        "no_data_timeframe": null,
+        "notify_audit": false,
+        "notify_no_data": false,
+        "renotify_interval": "0",
+        "require_full_window": true,
+        "thresholds": {
+          "critical": 1
+        },
+        "timeout_h": 0
+      },
+      "query": "max(last_5m):avg:mongodb.replset.health{*} by {clustername,database_instance} != 1",
+      "tags": [
+        "integration:mongodb"
+      ],
+      "type": "query alert"
+    }
+  }
\ No newline at end of file
diff --git a/mongo/changelog.d/18207.added b/mongo/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mongo/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mongo/changelog.d/18580.removed b/mongo/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mongo/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mongo/changelog.d/18583.added b/mongo/changelog.d/18583.added
deleted file mode 100644
index 73092246d5ada..0000000000000
--- a/mongo/changelog.d/18583.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump datadog-checks-base dependency
diff --git a/mongo/changelog.d/18618.added b/mongo/changelog.d/18618.added
deleted file mode 100644
index 7781cd4bb96ed..0000000000000
--- a/mongo/changelog.d/18618.added
+++ /dev/null
@@ -1,2 +0,0 @@
-Add `mongodb.system.cpu.percent` metric to track total CPU usage of the MongoDB process on self-hosted instances (only available on self-hosted MongoDB running on the same host as the Agent).
-
diff --git a/mongo/changelog.d/18750.added b/mongo/changelog.d/18750.added
deleted file mode 100644
index 2e389bd538453..0000000000000
--- a/mongo/changelog.d/18750.added
+++ /dev/null
@@ -1 +0,0 @@
-Always emit `database_instance` metadata regardless of DBM status; previously emitted only when DBM was enabled.
diff --git a/mongo/changelog.d/18751.added b/mongo/changelog.d/18751.added
deleted file mode 100644
index 13b26ddcc81f4..0000000000000
--- a/mongo/changelog.d/18751.added
+++ /dev/null
@@ -1 +0,0 @@
-Include tag `clustername` & `database_instance` in mongo service check tags
diff --git a/mongo/changelog.d/18761.added b/mongo/changelog.d/18761.added
deleted file mode 100644
index 9af73df70e76a..0000000000000
--- a/mongo/changelog.d/18761.added
+++ /dev/null
@@ -1,4 +0,0 @@
-Add `resolved_views`, `working_millis`, and `queues` fields to the slow query (dbm only) event payload
-- resolved_views: contains view details for slow queries on views (MongoDB 5.0+)
-- working_millis: the amount of time that MongoDB spends working on the operation (MongoDB 8.0+)
-- queues: contains information about the operation's queues (MongoDB 8.0+)
\ No newline at end of file
diff --git a/mongo/datadog_checks/mongo/__about__.py b/mongo/datadog_checks/mongo/__about__.py
index 7b8b844cb208e..b401aede304fe 100644
--- a/mongo/datadog_checks/mongo/__about__.py
+++ b/mongo/datadog_checks/mongo/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '7.0.0'
+__version__ = '8.3.1'
diff --git a/mongo/datadog_checks/mongo/api.py b/mongo/datadog_checks/mongo/api.py
index 64c42680c2358..45bdd3d280d73 100644
--- a/mongo/datadog_checks/mongo/api.py
+++ b/mongo/datadog_checks/mongo/api.py
@@ -46,6 +46,7 @@ def __init__(self, config, log, replicaset: str = None):
             'socketTimeoutMS': self._config.timeout,
             'connectTimeoutMS': self._config.timeout,
             'serverSelectionTimeoutMS': self._config.timeout,
+            'timeoutMS': self._config.timeout,
             'directConnection': True,
             'read_preference': ReadPreference.PRIMARY_PREFERRED,
             'appname': DD_APP_NAME,
@@ -66,6 +67,9 @@ def __init__(self, config, log, replicaset: str = None):
         self._cli = MongoClient(**options)
         self.__hostname = None
 
+        # Check if the server supports the $collStats aggregation pipeline stage.
+        self.coll_stats_pipeline_supported = True
+
     def __getitem__(self, item):
         return self._cli[item]
 
@@ -94,21 +98,39 @@ def current_op(self, session=None):
         # The $currentOp stage returns a cursor over a stream of documents, each of which reports a single operation.
         return self["admin"].aggregate([{'$currentOp': {'allUsers': True}}], session=session)
 
-    def coll_stats(self, db_name, coll_name, session=None):
+    def get_collection_stats(self, db_name, coll_name, stats=None, session=None):
+        if not self.coll_stats_pipeline_supported:
+            return [self.coll_stats_compatible(db_name, coll_name, session)]
+        try:
+            return self.coll_stats(db_name, coll_name, stats, session)
+        except OperationFailure as e:
+            if e.code == 13:
+                # Unauthorized to run $collStats, do not try use the compatible mode, raise the exception
+                raise e
+            # Failed to get collection stats using $collStats aggregation
+            self._log.debug(
+                "Failed to collect stats for collection %s with $collStats, fallback to collStats command",
+                coll_name,
+                e.details,
+            )
+            self.coll_stats_pipeline_supported = False
+            return [self.coll_stats_compatible(db_name, coll_name, session)]
+
+    def coll_stats(self, db_name, coll_name, stats=None, session=None):
+        if not stats:
+            stats = {"latencyStats", "storageStats", "queryExecStats"}
+        stats = {stat: {} for stat in stats}
+
         return self[db_name][coll_name].aggregate(
             [
                 {
-                    "$collStats": {
-                        "latencyStats": {},
-                        "storageStats": {},
-                        "queryExecStats": {},
-                    }
+                    "$collStats": stats,
                 },
             ],
             session=session,
         )
 
-    def coll_stats_compatable(self, db_name, coll_name, session=None):
+    def coll_stats_compatible(self, db_name, coll_name, session=None):
         # collStats is deprecated in MongoDB 6.2. Use the $collStats aggregation stage instead.
         return self[db_name].command({'collStats': coll_name}, session=session)
 
diff --git a/mongo/datadog_checks/mongo/collectors/base.py b/mongo/datadog_checks/mongo/collectors/base.py
index be88dfcf179af..7b7e5b5d139d8 100644
--- a/mongo/datadog_checks/mongo/collectors/base.py
+++ b/mongo/datadog_checks/mongo/collectors/base.py
@@ -3,6 +3,8 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
 import re
+import time
+from functools import wraps
 
 from datadog_checks.base import AgentCheck
 from datadog_checks.mongo.metrics import CASE_SENSITIVE_METRIC_NAME_SUFFIXES
@@ -23,6 +25,11 @@ def __init__(self, check, tags):
         self.gauge = self.check.gauge
         self.base_tags = tags
         self.metrics_to_collect = self.check.metrics_to_collect
+        self._collection_interval = None
+        self._collector_key = (self.__class__.__name__,)
+        self._system_collections_skip_stats = {
+            "local": frozenset(["system.replset", "replset.election", "replset.minvalid"])
+        }
 
     def collect(self, api):
         """The main method exposed by the collector classes, needs to be implemented by every subclass.
@@ -33,6 +40,15 @@ def compatible_with(self, deployment):
         """Whether or not this specific collector is compatible with this specific deployment type."""
         raise NotImplementedError()
 
+    def should_skip_system_collection(self, coll_name):
+        """Whether or not the collection should be skipped because collStats or indexStats
+        is not authorized to run on certain system collections.
+        """
+        db_name = getattr(self, "db_name", None)
+        if not db_name or db_name not in self._system_collections_skip_stats:
+            return False
+        return coll_name in self._system_collections_skip_stats[db_name]
+
     def _normalize(self, metric_name, submit_method, prefix=None):
         """Replace case-sensitive metric name characters, normalize the metric name,
         prefix and suffix according to its type.
@@ -126,3 +142,32 @@ def _submit_payload(self, payload, additional_tags=None, metrics_to_collect=None
                 # Keep old incorrect metric name
                 # 'top' and 'index', 'collectionscans' metrics are affected
                 self.gauge(metric_name_alias[:-2], value, tags=tags)
+
+    def get_last_collection_timestamp(self):
+        return self.check.metrics_last_collection_timestamp.get(self._collector_key)
+
+    def set_last_collection_timestamp(self, timestamp):
+        self.check.metrics_last_collection_timestamp[self._collector_key] = timestamp
+
+
+def collection_interval_checker(func):
+    @wraps(func)
+    def wrapper(self, *args, **kwargs):
+        current_time = time.time()
+        # If _collection_interval not set or set to the check default, call the function to collect the metrics
+        if (
+            self._collection_interval is None
+            or self._collection_interval <= self.check._config.min_collection_interval  # Ensure the interval is valid
+        ):
+            self.set_last_collection_timestamp(current_time)
+            return func(self, *args, **kwargs)
+
+        # Check if enough time has passed since the last collection
+        last_collection_timestamp = self.get_last_collection_timestamp()
+        if not last_collection_timestamp or current_time - last_collection_timestamp >= self._collection_interval:
+            self.set_last_collection_timestamp(current_time)
+            return func(self, *args, **kwargs)
+        else:
+            self.log.debug("%s skipped: collection interval not reached yet.", self.__class__.__name__)
+
+    return wrapper
diff --git a/mongo/datadog_checks/mongo/collectors/coll_stats.py b/mongo/datadog_checks/mongo/collectors/coll_stats.py
index 02c8809641a24..5d4cf1836d3ff 100644
--- a/mongo/datadog_checks/mongo/collectors/coll_stats.py
+++ b/mongo/datadog_checks/mongo/collectors/coll_stats.py
@@ -5,7 +5,7 @@
 from pymongo.errors import OperationFailure
 
 from datadog_checks.base import AgentCheck
-from datadog_checks.mongo.collectors.base import MongoCollector
+from datadog_checks.mongo.collectors.base import MongoCollector, collection_interval_checker
 from datadog_checks.mongo.metrics import COLLECTION_METRICS
 
 
@@ -19,7 +19,8 @@ def __init__(self, check, db_name, tags, coll_names=None):
         self.coll_names = coll_names
         self.db_name = db_name
         self.max_collections_per_database = check._config.database_autodiscovery_config['max_collections_per_database']
-        self.coll_stats_pipeline_supported = True
+        self._collection_interval = check._config.metrics_collection_interval['collection']
+        self._collector_key = (self.__class__.__name__, db_name)  # db_name is part of collector key
 
     def compatible_with(self, deployment):
         # Can only be run once per cluster.
@@ -38,26 +39,16 @@ def __calculate_oplatency_avg(self, latency_stats):
         return latency_stats
 
     def _get_collection_stats(self, api, coll_name):
-        if not self.coll_stats_pipeline_supported:
-            return [api.coll_stats_compatable(self.db_name, coll_name)]
-        try:
-            return api.coll_stats(self.db_name, coll_name)
-        except OperationFailure as e:
-            if e.code == 13:
-                # Unauthorized to run $collStats, do not try use the compatible mode, raise the exception
-                raise e
-            # Failed to get collection stats using $collStats aggregation
-            self.log.debug(
-                "Failed not collect stats for collection %s with $collStats, fallback to collStats command",
-                coll_name,
-                e.details,
-            )
-            self.coll_stats_pipeline_supported = False
-            return [api.coll_stats_compatable(self.db_name, coll_name)]
+        return api.get_collection_stats(self.db_name, coll_name)
 
+    @collection_interval_checker
     def collect(self, api):
         coll_names = self._get_collections(api)
         for coll_name in coll_names:
+            if self.should_skip_system_collection(coll_name):
+                self.log.debug("Skipping collStats for system collection %s.%s", self.db_name, coll_name)
+                continue
+
             # Grab the stats from the collection
             try:
                 collection_stats = self._get_collection_stats(api, coll_name)
@@ -80,7 +71,7 @@ def collect(self, api):
                     # If the collection is sharded, add the shard tag
                     additional_tags.append("shard:%s" % coll_stats['shard'])
                 # Submit the metrics
-                if self.coll_stats_pipeline_supported:
+                if api.coll_stats_pipeline_supported:
                     storage_stats = coll_stats.get('storageStats', {})
                     latency_stats = coll_stats.get('latencyStats', {})
                     query_stats = coll_stats.get('queryExecStats', {})
diff --git a/mongo/datadog_checks/mongo/collectors/index_stats.py b/mongo/datadog_checks/mongo/collectors/index_stats.py
index fa1fe0c7d3a51..397467328f7ad 100644
--- a/mongo/datadog_checks/mongo/collectors/index_stats.py
+++ b/mongo/datadog_checks/mongo/collectors/index_stats.py
@@ -4,7 +4,7 @@
 
 from pymongo.errors import OperationFailure
 
-from datadog_checks.mongo.collectors.base import MongoCollector
+from datadog_checks.mongo.collectors.base import MongoCollector, collection_interval_checker
 from datadog_checks.mongo.metrics import INDEX_METRICS
 
 
@@ -16,6 +16,8 @@ def __init__(self, check, db_name, tags, coll_names=None):
         self.coll_names = coll_names
         self.db_name = db_name
         self.max_collections_per_database = check._config.database_autodiscovery_config['max_collections_per_database']
+        self._collection_interval = check._config.metrics_collection_interval['collections_indexes_stats']
+        self._collector_key = (self.__class__.__name__, db_name)  # db_name is part of collector key
 
     def compatible_with(self, deployment):
         # Can only be run once per cluster.
@@ -26,9 +28,14 @@ def _get_collections(self, api):
             return self.coll_names
         return api.list_authorized_collections(self.db_name, limit=self.max_collections_per_database)
 
+    @collection_interval_checker
     def collect(self, api):
         coll_names = self._get_collections(api)
         for coll_name in coll_names:
+            if self.should_skip_system_collection(coll_name):
+                self.log.debug("Skipping indexStats for system collection %s.%s", self.db_name, coll_name)
+                continue
+
             try:
                 for stats in api.index_stats(self.db_name, coll_name):
                     idx_name = stats.get('name', 'unknown')
diff --git a/mongo/datadog_checks/mongo/collectors/replication_info.py b/mongo/datadog_checks/mongo/collectors/replication_info.py
index 69b86043c39ea..db5fbdc8da23d 100644
--- a/mongo/datadog_checks/mongo/collectors/replication_info.py
+++ b/mongo/datadog_checks/mongo/collectors/replication_info.py
@@ -25,6 +25,24 @@ def compatible_with(self, deployment):
 
         return True
 
+    def _get_oplog_size(self, api, oplog_collection_name):
+        try:
+            oplog_storage_stats = api.get_collection_stats("local", oplog_collection_name, stats=["storageStats"])[0]
+        except pymongo.errors.OperationFailure as e:
+            self.log.warning(
+                "Could not collect oplog used size for collection %s: %s", oplog_collection_name, e.details
+            )
+            return
+        except Exception as e:
+            self.log.error(
+                "Unexpected error when fetch oplog used size for collection %s: %s", oplog_collection_name, e
+            )
+            return
+
+        if api.coll_stats_pipeline_supported:
+            return oplog_storage_stats.get("storageStats", {}).get("size")
+        return oplog_storage_stats.get('size')
+
     def collect(self, api):
         # Fetch information analogous to Mongo's db.getReplicationInfo()
         localdb = api["local"]
@@ -46,9 +64,9 @@ def collect(self, api):
 
                 oplog = localdb[collection_name]
 
-                oplog_data['usedSizeMB'] = round_value(
-                    localdb.command("collstats", collection_name)['size'] / 2.0**20, 2
-                )
+                oplog_data_size = self._get_oplog_size(api, collection_name)
+                if oplog_data_size is not None:
+                    oplog_data['usedSizeMB'] = round_value(oplog_data_size / 2.0**20, 2)
 
                 op_asc_cursor = oplog.find({"ts": {"$exists": 1}}).sort("$natural", pymongo.ASCENDING).limit(1)
                 op_dsc_cursor = oplog.find({"ts": {"$exists": 1}}).sort("$natural", pymongo.DESCENDING).limit(1)
diff --git a/mongo/datadog_checks/mongo/collectors/sharded_data_distribution_stats.py b/mongo/datadog_checks/mongo/collectors/sharded_data_distribution_stats.py
index 9725b24cc0a1c..0a4d6498f4fe3 100644
--- a/mongo/datadog_checks/mongo/collectors/sharded_data_distribution_stats.py
+++ b/mongo/datadog_checks/mongo/collectors/sharded_data_distribution_stats.py
@@ -2,7 +2,7 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-from datadog_checks.mongo.collectors.base import MongoCollector
+from datadog_checks.mongo.collectors.base import MongoCollector, collection_interval_checker
 from datadog_checks.mongo.common import MongosDeployment
 from datadog_checks.mongo.metrics import SHARDED_DATA_DISTRIBUTION_METRICS
 
@@ -14,11 +14,13 @@ class ShardedDataDistributionStatsCollector(MongoCollector):
 
     def __init__(self, check, tags):
         super(ShardedDataDistributionStatsCollector, self).__init__(check, tags)
+        self._collection_interval = check._config.metrics_collection_interval['sharded_data_distribution']
 
     def compatible_with(self, deployment):
         # Can only be run on mongos nodes.
         return isinstance(deployment, MongosDeployment)
 
+    @collection_interval_checker
     def collect(self, api):
         for distribution in api.sharded_data_distribution_stats():
             ns = distribution['ns']
diff --git a/mongo/datadog_checks/mongo/config.py b/mongo/datadog_checks/mongo/config.py
index 06fa2f9dd5c24..54e39a1c69d04 100644
--- a/mongo/datadog_checks/mongo/config.py
+++ b/mongo/datadog_checks/mongo/config.py
@@ -11,7 +11,7 @@
 
 
 class MongoConfig(object):
-    def __init__(self, instance, log):
+    def __init__(self, instance, log, init_config):
         self.log = log
         self.min_collection_interval = int(instance.get('min_collection_interval', 15))
 
@@ -95,6 +95,7 @@ def __init__(self, instance, log):
         self.collections_indexes_stats = is_affirmative(instance.get('collections_indexes_stats'))
         self.coll_names = instance.get('collections', [])
         self.custom_queries = instance.get("custom_queries", [])
+        self._metrics_collection_interval = instance.get("metrics_collection_interval", {})
 
         self._base_tags = list(set(instance.get('tags', [])))
 
@@ -102,6 +103,7 @@ def __init__(self, instance, log):
         self.dbm_enabled = is_affirmative(instance.get('dbm', False))
         self.database_instance_collection_interval = instance.get('database_instance_collection_interval', 300)
         self.cluster_name = instance.get('cluster_name', None)
+        self.cloud_metadata = self._compute_cloud_metadata(instance)
         self._operation_samples_config = instance.get('operation_samples', {})
         self._slow_operations_config = instance.get('slow_operations', {})
         self._schemas_config = instance.get('schemas', {})
@@ -119,6 +121,7 @@ def __init__(self, instance, log):
         # TODO: service check and metric tags should be updated to be dynamic with auto-discovered databases
         self.service_check_tags = self._compute_service_check_tags()
         self.metric_tags = self._compute_metric_tags()
+        self.service = instance.get('service') or init_config.get('service') or ''
 
     def _get_clean_server_name(self):
         try:
@@ -158,6 +161,15 @@ def _compute_metric_tags(self):
             tags.append('clustername:%s' % self.cluster_name)
         return tags
 
+    def _compute_cloud_metadata(self, instance):
+        cloud_metadata = {}
+        if aws := instance.get('aws'):
+            cloud_metadata['aws'] = {
+                'instance_endpoint': aws.get('instance_endpoint'),
+                'cluster_identifier': aws.get('cluster_identifier') or self.cluster_name,
+            }
+        return cloud_metadata
+
     @property
     def operation_samples(self):
         enabled = False
@@ -245,3 +257,19 @@ def _get_database_autodiscovery_config(self, instance):
             database_autodiscovery_config.get("max_collections_per_database", 100)
         )
         return database_autodiscovery_config
+
+    @property
+    def metrics_collection_interval(self):
+        '''
+        metrics collection interval is used to customize how often to collect different types of metrics
+        by default, metrics are collected on every check run with default interval of 15 seconds
+        '''
+        return {
+            # $collStats and $indexStats are collected on every check run but they can get expensive on large databases
+            'collection': int(self._metrics_collection_interval.get('collection', self.min_collection_interval)),
+            'collections_indexes_stats': int(
+                self._metrics_collection_interval.get('collections_indexes_stats', self.min_collection_interval)
+            ),
+            # $shardDataDistribution stats are collected every 5 minutes by default due to the high resource usage
+            'sharded_data_distribution': int(self._metrics_collection_interval.get('sharded_data_distribution', 300)),
+        }
diff --git a/mongo/datadog_checks/mongo/config_models/instance.py b/mongo/datadog_checks/mongo/config_models/instance.py
index 764a643ef101d..8d054bafdb9d6 100644
--- a/mongo/datadog_checks/mongo/config_models/instance.py
+++ b/mongo/datadog_checks/mongo/config_models/instance.py
@@ -20,6 +20,15 @@
 from . import defaults, deprecations, validators
 
 
+class Aws(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    cluster_identifier: Optional[str] = None
+    instance_endpoint: Optional[str] = None
+
+
 class Field(BaseModel):
     model_config = ConfigDict(
         arbitrary_types_allowed=True,
@@ -50,7 +59,7 @@ class DatabaseAutodiscovery(BaseModel):
     enabled: Optional[bool] = None
     exclude: Optional[tuple[str, ...]] = None
     include: Optional[tuple[str, ...]] = None
-    max_collection_per_database: Optional[int] = None
+    max_collections_per_database: Optional[int] = None
     max_databases: Optional[int] = None
     refresh_interval: Optional[int] = None
 
@@ -64,6 +73,16 @@ class MetricPatterns(BaseModel):
     include: Optional[tuple[str, ...]] = None
 
 
+class MetricsCollectionInterval(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    collection: Optional[int] = None
+    collections_indexes_stats: Optional[int] = None
+    sharded_data_distribution: Optional[int] = None
+
+
 class OperationSamples(BaseModel):
     model_config = ConfigDict(
         arbitrary_types_allowed=True,
@@ -103,6 +122,7 @@ class InstanceConfig(BaseModel):
     )
     add_node_tag_to_events: Optional[bool] = None
     additional_metrics: Optional[tuple[str, ...]] = None
+    aws: Optional[Aws] = None
     cluster_name: Optional[str] = None
     collections: Optional[tuple[str, ...]] = None
     collections_indexes_stats: Optional[bool] = None
@@ -118,6 +138,7 @@ class InstanceConfig(BaseModel):
     empty_default_hostname: Optional[bool] = None
     hosts: Optional[Union[str, tuple[str, ...]]] = None
     metric_patterns: Optional[MetricPatterns] = None
+    metrics_collection_interval: Optional[MetricsCollectionInterval] = None
     min_collection_interval: Optional[float] = None
     operation_samples: Optional[OperationSamples] = None
     options: Optional[MappingProxyType[str, Any]] = None
diff --git a/mongo/datadog_checks/mongo/data/conf.yaml.example b/mongo/datadog_checks/mongo/data/conf.yaml.example
index 9d978b840f0e1..0ed5a3e59f305 100644
--- a/mongo/datadog_checks/mongo/data/conf.yaml.example
+++ b/mongo/datadog_checks/mongo/data/conf.yaml.example
@@ -132,11 +132,11 @@ instances:
         #   - config$
         #   - local$
 
-        ## @param max_collection_per_database - integer - optional - default: 100
+        ## @param max_collections_per_database - integer - optional - default: 100
         ## The maximum number of collections to collect metrics from per database.
         ## Defaults to 100.
         #
-        # max_collection_per_database: 100
+        # max_collections_per_database: 100
 
         ## @param refresh_interval - integer - optional - default: 600
         ## Frequency in seconds of scans for new databases. Defaults to 10 minutes.
@@ -145,9 +145,6 @@ instances:
 
     ## @param dbm - boolean - optional - default: false
     ## Set to `true` enable Database Monitoring.
-    ##
-    ## NOTE: Database Monitoring for MongoDB is currently in private beta.
-    ## If you are interested in participating, please reach out to your Datadog Customer Success Manager.
     #
     # dbm: false
 
@@ -226,7 +223,7 @@ instances:
 
         ## @param max_collections - number - optional
         ## Set the maximum number of collections to collect schemas from per interval. The maxium number of collections
-        ## per database is bounded by `database_autodiscovery.max_collection_per_database`. By setting this option, you
+        ## per database is bounded by `database_autodiscovery.max_collections_per_database`. By setting this option, you
         ## are adding an additional limit to the total number of collections across all monitored databases that schemas
         ## will be collected from. By default, this option is not set.
         #
@@ -244,8 +241,8 @@ instances:
     # replica_check: true
 
     ## @param timeout - integer - optional - default: 30
-    ## Controls connectTimeoutMS, serverSelectionTimeoutMS and socketTimeoutMS
-    ## see http://api.mongodb.com/python/3.4.0/api/pymongo/mongo_client.html
+    ## Controls connectTimeoutMS, serverSelectionTimeoutMS, socketTimeoutMS and timeoutMS
+    ## see https://pymongo.readthedocs.io/en/stable/api/pymongo/mongo_client.html
     #
     # timeout: 30
 
@@ -346,6 +343,34 @@ instances:
     #     tags:
     #     - test:mongodb
 
+    ## This block defines the configuration for Amazon DocumentDB instances.
+    ##
+    ## Complete this section if you have installed the Datadog AWS Integration
+    ## (https://docs.datadoghq.com/integrations/amazon_web_services) to enrich instances
+    ## with DocumentDB integration telemetry.
+    ##
+    ## These values are only applied when `dbm: true` option is set.
+    #
+    # aws:
+
+        ## @param instance_endpoint - string - optional - default: mydocdb.c0xa1xvklawc.us-east-1.docdb.amazonaws.com
+        ## Equal to the Endpoint.Address of the instance the agent is connecting to.
+        ## This value is optional if the value of `host` is already configured to the instance endpoint.
+        ##
+        ## For more information on instance endpoints,
+        ## see the AWS docs https://docs.aws.amazon.com/documentdb/latest/developerguide/API_Endpoint.html
+        #
+        # instance_endpoint: mydocdb.c0xa1xvklawc.us-east-1.docdb.amazonaws.com
+
+        ## @param cluster_identifier - string - optional - default: mydocdb
+        ## Equal to the Cluster identifier of the instance the agent is connecting to.
+        ## This value is optional if the value of `cluster_name` is already configured to the cluster identifier.
+        ##
+        ## For more information on cluster identifiers,
+        ## see the AWS docs https://docs.aws.amazon.com/documentdb/latest/developerguide/API_DBCluster.html
+        #
+        # cluster_identifier: mydocdb
+
     ## @param server - string - optional
     ## Specify the MongoDB URI, with database to use for reporting (defaults to "admin")
     ## E.g. mongodb://datadog:LnCbkX4uhpuLHSUrcayEoAZA@localhost:27016/admin
diff --git a/mongo/datadog_checks/mongo/dbm/operation_samples.py b/mongo/datadog_checks/mongo/dbm/operation_samples.py
index cdaea17f7a66c..9ecc14d09309f 100644
--- a/mongo/datadog_checks/mongo/dbm/operation_samples.py
+++ b/mongo/datadog_checks/mongo/dbm/operation_samples.py
@@ -7,11 +7,13 @@
 from typing import List, Optional
 
 from bson import json_util
+from pymongo.errors import NotPrimaryError
 
 from datadog_checks.mongo.dbm.utils import (
     format_key_name,
     get_command_collection,
     get_command_truncation_state,
+    get_db_from_namespace,
     get_explain_plan,
     obfuscate_command,
     should_explain_operation,
@@ -106,6 +108,9 @@ def _should_collect_operation_samples(self) -> bool:
         if isinstance(deployment, ReplicaSetDeployment) and deployment.is_arbiter:
             self._check.log.debug("Skipping operation samples collection on arbiter node")
             return False
+        elif isinstance(deployment, ReplicaSetDeployment) and deployment.replset_state == 3:
+            self._check.log.debug("Skipping operation samples collection on node in recovering state")
+            return False
         return True
 
     def _get_operation_samples(self, now, databases_monitored: List[str]):
@@ -148,10 +153,16 @@ def _get_operation_samples(self, now, databases_monitored: List[str]):
                 continue
 
     def _get_current_op(self):
-        operations = self._check.api_client.current_op()
-        for operation in operations:
-            self._check.log.debug("Found operation: %s", operation)
-            yield operation
+        try:
+            operations = self._check.api_client.current_op()
+            for operation in operations:
+                self._check.log.debug("Found operation: %s", operation)
+                yield operation
+        except NotPrimaryError as e:
+            # If the node is not primary or secondary, for example node is in recovering state
+            # we could not run the $currentOp command to collect operation samples.
+            self._check.log.warning("Could not collect operation samples, node is not primary or secondary")
+            self._check.log.debug("Error details: %s", e)
 
     def _should_include_operation(self, operation: dict, databases_monitored: List[str]) -> bool:
         # Skip operations from db that are not configured to be monitored
@@ -160,7 +171,7 @@ def _should_include_operation(self, operation: dict, databases_monitored: List[s
             self._check.log.debug("Skipping operation without namespace: %s", operation)
             return False
 
-        db, _ = namespace.split(".", 1)
+        db = get_db_from_namespace(namespace)
         if db not in databases_monitored:
             self._check.log.debug("Skipping operation for database %s because it is not configured to be monitored", db)
             return False
@@ -203,7 +214,7 @@ def _get_operation_user(self, operation: dict) -> Optional[str]:
 
     def _get_operation_metadata(self, operation: dict) -> OperationSampleOperationMetadata:
         namespace = operation.get("ns")
-        db, _ = namespace.split(".", 1)
+        db = get_db_from_namespace(namespace)
         command = operation.get("command", {})
         return {
             "type": operation.get("type"),
@@ -305,9 +316,11 @@ def _create_operation_sample_payload(
             "ddsource": "mongo",
             "ddtags": ",".join(self._check._get_tags()),
             "timestamp": now * 1000,
+            "service": self._check._config.service,
             "network": {
                 "client": operation_metadata["client"],
             },
+            "cloud_metadata": self._check._config.cloud_metadata,
             "db": {
                 "instance": operation_metadata["dbname"],
                 "plan": explain_plan,
@@ -359,6 +372,8 @@ def _create_activities_payload(
             "dbm_type": "activity",
             "collection_interval": self._collection_interval,
             "ddtags": self._check._get_tags(),
+            "cloud_metadata": self._check._config.cloud_metadata,
             "timestamp": now * 1000,
+            "service": self._check._config.service,
             "mongodb_activity": activities,
         }
diff --git a/mongo/datadog_checks/mongo/dbm/schemas.py b/mongo/datadog_checks/mongo/dbm/schemas.py
index fd4c32e6b3b75..a2e0715e7f79f 100644
--- a/mongo/datadog_checks/mongo/dbm/schemas.py
+++ b/mongo/datadog_checks/mongo/dbm/schemas.py
@@ -63,6 +63,7 @@ def collect_schemas(self):
             "collection_interval": self._collection_interval,
             "dbms_version": self._check._mongo_version,
             "tags": self._check._get_tags(),
+            "cloud_metadata": self._check._config.cloud_metadata,
         }
 
         collected_collections = 0
diff --git a/mongo/datadog_checks/mongo/dbm/slow_operations.py b/mongo/datadog_checks/mongo/dbm/slow_operations.py
index aafd587dbb699..fe388fa2f79fe 100644
--- a/mongo/datadog_checks/mongo/dbm/slow_operations.py
+++ b/mongo/datadog_checks/mongo/dbm/slow_operations.py
@@ -15,6 +15,7 @@
     format_key_name,
     get_command_collection,
     get_command_truncation_state,
+    get_db_from_namespace,
     get_explain_plan,
     obfuscate_command,
     should_explain_operation,
@@ -64,6 +65,8 @@ def __init__(self, check):
 
         self._last_collection_timestamp = None
 
+        self._log_json_opts = json_util.JSONOptions(tz_aware=True)
+
     def run_job(self):
         self.collect_slow_operations()
 
@@ -156,18 +159,24 @@ def _collect_slow_operations_from_profiler(self, db_name, last_ts):
             yield self._obfuscate_slow_operation(profile, db_name)
 
     def _collect_slow_operations_from_logs(self, db_names, last_ts):
+        self._check.log.debug(
+            "Collecting slow operations from logs for databases %s with lookback ts %s", db_names, last_ts
+        )
         logs = self._check.api_client.get_log_data()
         log_entries = logs.get("log", [])
+        self._check.log.debug("Found %d log entries", len(log_entries))
         start_index = self._binary_search(log_entries, last_ts)
+        self._check.log.debug("Starting log search from index: %d", start_index)
         for i in range(start_index, len(log_entries)):
             parsed_log = log_entries[i]
             if isinstance(parsed_log, str):
                 try:
-                    parsed_log = json_util.loads(parsed_log)
+                    parsed_log = json_util.loads(parsed_log, json_options=self._log_json_opts)
                 except Exception as e:
                     self._check.log.error("Failed to parse log line: %s", e)
                     continue
-            if parsed_log.get("msg", "").lower() == 'slow query':
+            log_msg = parsed_log.get("msg", "")
+            if log_msg.lower() == 'slow query':
                 ts = parsed_log["t"].timestamp()
                 if ts <= last_ts:
                     # This check is still needed when binary search fails to parse a log line
@@ -181,6 +190,8 @@ def _collect_slow_operations_from_logs(self, db_names, last_ts):
                     continue
                 log_attr["ts"] = ts
                 yield self._obfuscate_slow_operation(log_attr, db_name)
+            else:
+                self._check.log.debug("Skipping non-slow query log entry: %s", log_msg)
 
     def _collect_slow_operation_explain_plan(self, slow_operation, dbname):
         try:
@@ -222,7 +233,7 @@ def _obfuscate_slow_operation(self, slow_operation, db_name):
         return slow_operation
 
     def _get_db_name(self, command, ns):
-        return command.get('$db') or ns.split('.', 1)[0]
+        return command.get('$db') or get_db_from_namespace(ns)
 
     def _binary_search(self, logs, ts):
         # Binary search to find the index of the first log line with timestamp >= ts
@@ -231,7 +242,7 @@ def _binary_search(self, logs, ts):
         while left <= right:
             mid = (left + right) // 2
             try:
-                parsed_log = json_util.loads(logs[mid])
+                parsed_log = json_util.loads(logs[mid], json_options=self._log_json_opts)
             except Exception as e:
                 self._check.log.debug("Failed to parse log line: %s", e)
                 # If we can't parse the log, skip binary search and linearly search the rest of the logs
@@ -309,7 +320,9 @@ def _create_slow_operation_explain_plan_payload(self, slow_operation: dict, expl
             "ddagentversion": datadog_agent.get_version(),
             "ddsource": "mongo",
             "ddtags": ",".join(self._check._get_tags()),
+            "cloud_metadata": self._check._config.cloud_metadata,
             "timestamp": slow_operation["ts"] * 1000,
+            "service": self._check._config.service,
             "network": {
                 "client": self._get_slow_operation_client(slow_operation),
             },
@@ -404,7 +417,9 @@ def _submit_slow_operation_payload(self, slow_operation_events):
             "dbm_type": "slow_query",
             "collection_interval": self._collection_interval,
             "ddtags": self._check._get_tags(),
+            "cloud_metadata": self._check._config.cloud_metadata,
             "timestamp": time.time() * 1000,
+            "service": self._check._config.service,
             "mongodb_slow_queries": slow_operation_events,
         }
         self._check.database_monitoring_query_activity(json_util.dumps(payload))
diff --git a/mongo/datadog_checks/mongo/dbm/utils.py b/mongo/datadog_checks/mongo/dbm/utils.py
index b68a860d1ffd4..d3544fae6547d 100644
--- a/mongo/datadog_checks/mongo/dbm/utils.py
+++ b/mongo/datadog_checks/mongo/dbm/utils.py
@@ -57,6 +57,17 @@
     ]
 )
 
+UNEXPLAINABLE_PIPELINE_STAGES = frozenset(
+    [
+        "$collStats",
+        "$currentOp",
+        "$indexStats",
+        "$listSearchIndexes",
+        "$sample",
+        "$shardedDataDistribution",
+    ]
+)
+
 COMMAND_KEYS_TO_REMOVE = frozenset(["comment", "lsid", "$clusterTime"])
 
 EXPLAIN_PLAN_KEYS_TO_REMOVE = frozenset(
@@ -108,12 +119,25 @@ def should_explain_operation(
     if any(command.get(key) for key in UNEXPLAINABLE_COMMANDS):
         return False
 
-    db, _ = namespace.split(".", 1)
-    if db in MONGODB_SYSTEM_DATABASES:
-        return False
-
-    if not explain_plan_rate_limiter.acquire(explain_plan_cache_key):
-        # Skip operations that have been explained recently
+    # if UNEXPLAINABLE_PIPELINE_STAGES in command pipeline stages, skip
+    if pipeline := command.get("pipeline"):
+        stages = [list(stage.keys())[0] for stage in pipeline if isinstance(stage, dict)]
+        if any(stage in UNEXPLAINABLE_PIPELINE_STAGES for stage in stages):
+            return False
+
+    if namespace:
+        # namespace is in the form of db.collection
+        # however, some database level commands in earlier versions of MongoDB <= 5.0
+        # do not have a collection name in the namespace
+        # e.g. "admin.$cmd" vs. "admin"
+        db = get_db_from_namespace(namespace)
+        if db in MONGODB_SYSTEM_DATABASES:
+            return False
+
+        if not explain_plan_rate_limiter.acquire(explain_plan_cache_key):
+            # Skip operations that have been explained recently
+            return False
+    else:
         return False
 
     return True
@@ -159,7 +183,7 @@ def get_command_truncation_state(command: dict) -> Optional[str]:
 
 def get_command_collection(command: dict, ns: str) -> Optional[str]:
     if ns:
-        _, collection = ns.split(".", 1)
+        collection = get_collection_from_namespace(ns)
         if collection != '$cmd':
             return collection
 
@@ -210,3 +234,16 @@ def obfuscate_literals(value):
         return regex.Regex("?", value.flags)
     else:
         return value
+
+
+def get_db_from_namespace(namespace: str) -> Optional[str]:
+    if not namespace:
+        return None
+    return namespace.split(".", 1)[0]
+
+
+def get_collection_from_namespace(namespace: str) -> Optional[str]:
+    if not namespace:
+        return None
+    splitted_ns = namespace.split(".", 1)
+    return splitted_ns[1] if len(splitted_ns) > 1 else None
diff --git a/mongo/datadog_checks/mongo/mongo.py b/mongo/datadog_checks/mongo/mongo.py
index bb68d63b0c29b..7b5b2a02639ef 100644
--- a/mongo/datadog_checks/mongo/mongo.py
+++ b/mongo/datadog_checks/mongo/mongo.py
@@ -84,7 +84,7 @@ class MongoDb(AgentCheck):
 
     def __init__(self, name, init_config, instances=None):
         super(MongoDb, self).__init__(name, init_config, instances)
-        self._config = MongoConfig(self.instance, self.log)
+        self._config = MongoConfig(self.instance, self.log, self.init_config)
 
         if 'server' in self.instance:
             self.warning('Option `server` is deprecated and will be removed in a future release. Use `hosts` instead.')
@@ -93,6 +93,7 @@ def __init__(self, name, init_config, instances=None):
         self.metrics_to_collect = self._build_metric_list_to_collect()
         self.collectors = []
         self.last_states_by_server = {}
+        self.metrics_last_collection_timestamp = {}
 
         self.deployment_type = None
         self._mongo_version = None
@@ -246,9 +247,16 @@ def internal_resource_tags(self):
         '''
         Return the internal resource tags for the database instance.
         '''
-        if not self._resolved_hostname:
-            return []
-        return [f"dd.internal.resource:database_instance:{self._resolved_hostname}"]
+        tags = []
+        if self._resolved_hostname:
+            tags.append(f"dd.internal.resource:database_instance:{self._resolved_hostname}")
+        if self._config.cloud_metadata:
+            aws = self._config.cloud_metadata.get('aws')
+            if instance_endpoint := aws.get('instance_endpoint'):
+                tags.append(f"dd.internal.resource:aws_docdb_instance:{instance_endpoint}")
+            if cluster_identifier := aws.get('cluster_identifier'):
+                tags.append(f"dd.internal.resource:aws_docdb_cluster:{cluster_identifier}")
+        return tags
 
     def _get_tags(self, include_internal_resource_tags=False):
         tags = deepcopy(self._config.metric_tags)
diff --git a/mongo/manifest.json b/mongo/manifest.json
index bce35ffdf47a5..20bbf8d9967cd 100644
--- a/mongo/manifest.json
+++ b/mongo/manifest.json
@@ -63,7 +63,14 @@
       "mongodb": "assets/dashboards/overview.json"
     },
     "monitors": {
-      "Connection pool is reaching saturation": "assets/monitors/high_connections.json"
+      "Connection pool is reaching saturation": "assets/monitors/high_connections.json",
+      "High query targeting": "assets/monitors/high_query_targeting.json",
+      "High queued readers": "assets/monitors/high_queued_readers.json",
+      "High queued writers": "assets/monitors/high_queued_writers.json",
+      "High replication lag": "assets/monitors/high_replication_lag.json",
+      "Low oplog window": "assets/monitors/low_oplog_window.json",
+      "Unhealthy replica set member": "assets/monitors/unhealthy_repliset_member.json",
+      "Used file system storage is reaching capacity": "assets/monitors/high_fsstorage_usage.json"
     },
     "saved_views": {
       "operations_by_type_overview": "assets/saved_views/operations_by_type_overview.json",
diff --git a/mongo/tests/conftest.py b/mongo/tests/conftest.py
index 81ec91e792ea1..409a6d3832ecc 100644
--- a/mongo/tests/conftest.py
+++ b/mongo/tests/conftest.py
@@ -130,6 +130,7 @@ def instance_integration(instance_custom_queries):
     instance["collections"] = ["foo", "bar"]
     instance["collections_indexes_stats"] = True
     instance["add_node_tag_to_events"] = False
+    instance["service"] = "my_service"
     return instance
 
 
@@ -139,6 +140,7 @@ def instance_integration_autodiscovery(instance_integration):
     instance["database_autodiscovery"] = {
         "enabled": True,
     }
+    instance.pop("collections", None)
     return instance
 
 
diff --git a/mongo/tests/fixtures/$collStats-oplog.rs b/mongo/tests/fixtures/$collStats-oplog.rs
new file mode 100644
index 0000000000000..025d1331c5862
--- /dev/null
+++ b/mongo/tests/fixtures/$collStats-oplog.rs
@@ -0,0 +1,225 @@
+[
+    {
+        "ns": "local.oplog.rs",
+        "host": "7515219d9503:27017",
+        "localTime": {
+            "$date": "2024-07-01T20:36:49.358Z"
+        },
+        "latencyStats": {
+            "reads": {
+                "latency": 13165,
+                "ops": 10
+            },
+            "writes": {
+                "latency": 8542,
+                "ops": 1
+            },
+            "commands": {
+                "latency": 0,
+                "ops": 0
+            },
+            "transactions": {
+                "latency": 0,
+                "ops": 0
+            }
+        },
+        "storageStats": {
+            "size": 907806,
+            "count": 4341,
+            "avgObjSize": 209,
+            "storageSize": 196608,
+            "capped": true,
+            "max": 10,
+            "maxSize": 16777216,
+            "sleepCount": 0,
+            "sleepMS": 0,
+            "wiredTiger": {
+                "metadata": {
+                    "formatVersion": 1,
+                    "oplogKeyExtractionVersion": 1
+                },
+                "creationString": "access_pattern_hint=none,allocation_size=4KB,app_metadata=(formatVersion=1,oplogKeyExtractionVersion=1),assert=(commit_timestamp=none,durable_timestamp=none,read_timestamp=none),block_allocation=best,block_compressor=snappy,cache_resident=false,checksum=on,colgroups=,collator=,columns=,dictionary=0,encryption=(keyid=,name=),exclusive=false,extractor=,format=btree,huffman_key=,huffman_value=,ignore_in_memory_cache_size=false,immutable=false,internal_item_max=0,internal_key_max=0,internal_key_truncate=true,internal_page_max=4KB,key_format=q,key_gap=10,leaf_item_max=0,leaf_key_max=0,leaf_page_max=32KB,leaf_value_max=64MB,log=(enabled=true),lsm=(auto_throttle=true,bloom=true,bloom_bit_count=16,bloom_config=,bloom_hash_count=8,bloom_oldest=false,chunk_count_limit=0,chunk_max=5GB,chunk_size=10MB,merge_custom=(prefix=,start_generation=0,suffix=),merge_max=15,merge_min=0),memory_page_image_max=0,memory_page_max=10m,os_cache_dirty_max=0,os_cache_max=0,prefix_compression=false,prefix_compression_min=4,source=,split_deepen_min_child=0,split_deepen_per_child=0,split_pct=90,type=file,value_format=u",
+                "type": "file",
+                "uri": "statistics:table:collection-8--9025131032214742726",
+                "LSM": {
+                    "bloom filter false positives": 0,
+                    "bloom filter hits": 0,
+                    "bloom filter misses": 0,
+                    "bloom filter pages evicted from cache": 0,
+                    "bloom filter pages read into cache": 0,
+                    "bloom filters in the LSM tree": 0,
+                    "chunks in the LSM tree": 0,
+                    "highest merge generation in the LSM tree": 0,
+                    "queries that could have benefited from a Bloom filter that did not exist": 0,
+                    "sleep for LSM checkpoint throttle": 0,
+                    "sleep for LSM merge throttle": 0,
+                    "total size of bloom filters": 0
+                },
+                "block-manager": {
+                    "allocations requiring file extension": 56,
+                    "blocks allocated": 577,
+                    "blocks freed": 146,
+                    "checkpoint size": 151552,
+                    "file allocation unit size": 4096,
+                    "file bytes available for reuse": 28672,
+                    "file magic number": 120897,
+                    "file major version number": 1,
+                    "file size in bytes": 196608,
+                    "minor version number": 0
+                },
+                "btree": {
+                    "btree checkpoint generation": 143,
+                    "column-store fixed-size leaf pages": 0,
+                    "column-store internal pages": 0,
+                    "column-store variable-size RLE encoded values": 0,
+                    "column-store variable-size deleted values": 0,
+                    "column-store variable-size leaf pages": 0,
+                    "fixed-record size": 0,
+                    "maximum internal page key size": 368,
+                    "maximum internal page size": 4096,
+                    "maximum leaf page key size": 2867,
+                    "maximum leaf page size": 32768,
+                    "maximum leaf page value size": 67108864,
+                    "maximum tree depth": 3,
+                    "number of key/value pairs": 0,
+                    "overflow pages": 0,
+                    "pages rewritten by compaction": 0,
+                    "row-store empty values": 0,
+                    "row-store internal pages": 0,
+                    "row-store leaf pages": 0
+                },
+                "cache": {
+                    "bytes currently in the cache": 1412447,
+                    "bytes dirty in the cache cumulative": 79714225,
+                    "bytes read into cache": 0,
+                    "bytes written from cache": 14326498,
+                    "checkpoint blocked page eviction": 0,
+                    "data source pages selected for eviction unable to be evicted": 0,
+                    "eviction walk passes of a file": 0,
+                    "eviction walk target pages histogram - 0-9": 0,
+                    "eviction walk target pages histogram - 10-31": 0,
+                    "eviction walk target pages histogram - 128 and higher": 0,
+                    "eviction walk target pages histogram - 32-63": 0,
+                    "eviction walk target pages histogram - 64-128": 0,
+                    "eviction walks abandoned": 0,
+                    "eviction walks gave up because they restarted their walk twice": 0,
+                    "eviction walks gave up because they saw too many pages and found no candidates": 0,
+                    "eviction walks gave up because they saw too many pages and found too few candidates": 0,
+                    "eviction walks reached end of tree": 0,
+                    "eviction walks started from root of tree": 0,
+                    "eviction walks started from saved location in tree": 0,
+                    "hazard pointer blocked page eviction": 0,
+                    "in-memory page passed criteria to be split": 0,
+                    "in-memory page splits": 0,
+                    "internal pages evicted": 0,
+                    "internal pages split during eviction": 0,
+                    "leaf pages split during eviction": 0,
+                    "modified pages evicted": 0,
+                    "overflow pages read into cache": 0,
+                    "page split during eviction deepened the tree": 0,
+                    "page written requiring cache overflow records": 0,
+                    "pages read into cache": 0,
+                    "pages read into cache after truncate": 1,
+                    "pages read into cache after truncate in prepare state": 0,
+                    "pages read into cache requiring cache overflow entries": 0,
+                    "pages requested from the cache": 11348,
+                    "pages seen by eviction walk": 0,
+                    "pages written from cache": 296,
+                    "pages written requiring in-memory restoration": 0,
+                    "tracked dirty bytes in the cache": 1411928,
+                    "unmodified pages evicted": 0
+                },
+                "cache_walk": {
+                    "Average difference between current eviction generation when the page was last considered": 0,
+                    "Average on-disk page image size seen": 0,
+                    "Average time in cache for pages that have been visited by the eviction server": 0,
+                    "Average time in cache for pages that have not been visited by the eviction server": 0,
+                    "Clean pages currently in cache": 0,
+                    "Current eviction generation": 0,
+                    "Dirty pages currently in cache": 0,
+                    "Entries in the root page": 0,
+                    "Internal pages currently in cache": 0,
+                    "Leaf pages currently in cache": 0,
+                    "Maximum difference between current eviction generation when the page was last considered": 0,
+                    "Maximum page size seen": 0,
+                    "Minimum on-disk page image size seen": 0,
+                    "Number of pages never visited by eviction server": 0,
+                    "On-disk page image sizes smaller than a single allocation unit": 0,
+                    "Pages created in memory and never written": 0,
+                    "Pages currently queued for eviction": 0,
+                    "Pages that could not be queued for eviction": 0,
+                    "Refs skipped during cache traversal": 0,
+                    "Size of the root page": 0,
+                    "Total number of pages currently in cache": 0
+                },
+                "compression": {
+                    "compressed page maximum internal page size prior to compression": 4096,
+                    "compressed page maximum leaf page size prior to compression ": 131072,
+                    "compressed pages read": 0,
+                    "compressed pages written": 154,
+                    "page written failed to compress": 0,
+                    "page written was too small to compress": 142
+                },
+                "cursor": {
+                    "bulk loaded cursor insert calls": 0,
+                    "cache cursors reuse count": 2843,
+                    "close calls that result in cache": 0,
+                    "create calls": 62,
+                    "insert calls": 4341,
+                    "insert key and value bytes": 946875,
+                    "modify": 0,
+                    "modify key and value bytes affected": 0,
+                    "modify value bytes modified": 0,
+                    "next calls": 9366,
+                    "open cursor count": 0,
+                    "operation restarted": 1,
+                    "prev calls": 20,
+                    "remove calls": 0,
+                    "remove key bytes removed": 0,
+                    "reserve calls": 0,
+                    "reset calls": 12395,
+                    "search calls": 6969,
+                    "search near calls": 14,
+                    "truncate calls": 0,
+                    "update calls": 0,
+                    "update key and value bytes": 0,
+                    "update value size change": 0
+                },
+                "reconciliation": {
+                    "dictionary matches": 0,
+                    "fast-path pages deleted": 0,
+                    "internal page key bytes discarded using suffix compression": 1409,
+                    "internal page multi-block writes": 0,
+                    "internal-page overflow keys": 0,
+                    "leaf page key bytes discarded using prefix compression": 0,
+                    "leaf page multi-block writes": 120,
+                    "leaf-page overflow keys": 0,
+                    "maximum blocks required for a page": 1,
+                    "overflow values written": 0,
+                    "page checksum matches": 431,
+                    "page reconciliation calls": 282,
+                    "page reconciliation calls for eviction": 0,
+                    "pages deleted": 0
+                },
+                "session": {
+                    "object compaction": 0
+                },
+                "transaction": {
+                    "update conflicts": 0
+                }
+            },
+            "nindexes": 0,
+            "indexDetails": {},
+            "indexBuilds": [],
+            "totalIndexSize": 0,
+            "indexSizes": {},
+            "scaleFactor": 1
+        },
+        "queryExecStats": {
+            "collectionScans": {
+                "total": 81753,
+                "nonTailable": 81750
+            }
+        }
+    }
+]
\ No newline at end of file
diff --git a/mongo/tests/fixtures/getLog-standalone b/mongo/tests/fixtures/getLog-standalone
index 4a2f95fca9236..1770b46706cc7 100644
--- a/mongo/tests/fixtures/getLog-standalone
+++ b/mongo/tests/fixtures/getLog-standalone
@@ -5,7 +5,7 @@
         "{\"t\":{\"$date\":\"2023-04-01T18:45:41.386+00:00\"},\"s\":\"I\",  \"c\":\"WRITE\",    \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":487,\"docsExamined\":487,\"nMatched\":487,\"nModified\":487,\"nUpserted\":0,\"keysInserted\":487,\"keysDeleted\":487,\"numYields\":0,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":1}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":1}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"w\":1}},\"Database\":{\"acquireCount\":{\"w\":1}},\"Collection\":{\"acquireCount\":{\"w\":1}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11530375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":11,\"workingMillis\":10}}\n",
         "{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\",  \"c\":\"COMMAND\",  \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
         "{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\",  \"c\":\"COMMAND\",  \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
-        "{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\",  \"c\":\"COMMAND\",  \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
+        "{\"t\":{\"$date\":\"2024-04-01T19:45:41.387+01:00\"},\"s\":\"I\",  \"c\":\"COMMAND\",  \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
         "{\"t\":{\"$date\":\"2999-04-01T18:45:43.991+00:00\"},\"s\":\"I\",  \"c\":\"WRITE\",    \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":18}},\"u\":{\"$set\":{\"subscribed\":false}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":608,\"docsExamined\":608,\"nMatched\":608,\"nModified\":441,\"nUpserted\":0,\"keysInserted\":441,\"keysDeleted\":441,\"numYields\":4,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":5}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":5}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":5}},\"Global\":{\"acquireCount\":{\"w\":5}},\"Database\":{\"acquireCount\":{\"w\":5}},\"Collection\":{\"acquireCount\":{\"w\":5}}},\"flowControl\":{\"acquireCount\":5},\"storage\":{},\"cpuNanos\":74500749,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":74,\"queues\":{\"ingress\":{\"admissions\":7,\"totalTimeQueuedMicros\":0},\"execution\":{\"admissions\":328,\"totalTimeQueuedMicros\":2109}}}}\n",
         "{\"t\":{\"$date\":\"2999-04-01T18:45:43.991+00:00\"},\"s\":\"I\",  \"c\":\"COMMAND\",  \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":4,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":6}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":6}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":5}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":6}},\"Database\":{\"acquireCount\":{\"w\":6}},\"Collection\":{\"acquireCount\":{\"w\":6}}},\"flowControl\":{\"acquireCount\":5},\"storage\":{},\"cpuNanos\":74715957,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":74}}\n",
         "{\"t\":{\"$date\":\"2999-04-01T18:45:45.007+00:00\"},\"s\":\"I\",  \"c\":\"WRITE\",    \"id\":51803,   \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":495,\"docsExamined\":495,\"nMatched\":495,\"nModified\":495,\"nUpserted\":0,\"keysInserted\":495,\"keysDeleted\":495,\"numYields\":2,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":3}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":3}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":3}},\"Global\":{\"acquireCount\":{\"w\":3}},\"Database\":{\"acquireCount\":{\"w\":3}},\"Collection\":{\"acquireCount\":{\"w\":3}}},\"flowControl\":{\"acquireCount\":3},\"storage\":{},\"cpuNanos\":27416375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":27,\"workingMillis\":20,\"queues\":{\"ingress\":{\"admissions\":7,\"totalTimeQueuedMicros\":0},\"execution\":{\"admissions\":328,\"totalTimeQueuedMicros\":2109}}}}\n",
diff --git a/mongo/tests/fixtures/list_collection_names-local b/mongo/tests/fixtures/list_collection_names-local
new file mode 100644
index 0000000000000..f2ef8afbb9f89
--- /dev/null
+++ b/mongo/tests/fixtures/list_collection_names-local
@@ -0,0 +1 @@
+["oplog.rs", "replset.minvalid"]
\ No newline at end of file
diff --git a/mongo/tests/mocked_api.py b/mongo/tests/mocked_api.py
index 06776a152acd7..ffb367b1c496c 100644
--- a/mongo/tests/mocked_api.py
+++ b/mongo/tests/mocked_api.py
@@ -98,7 +98,10 @@ def command(self, command, *args, **_):
             return json.load(f, object_hook=json_util.object_hook)
 
     def list_collection_names(self, session=None, filter=None, comment=None, **kwargs):
-        with open(os.path.join(HERE, "fixtures", "list_collection_names"), 'r') as f:
+        filename = f"list_collection_names-{self._db_name}"
+        if not os.path.exists(os.path.join(HERE, "fixtures", filename)):
+            filename = "list_collection_names"
+        with open(os.path.join(HERE, "fixtures", filename), 'r') as f:
             return json.load(f)
 
     def aggregate(self, pipeline, session=None, **kwargs):
diff --git a/mongo/tests/results/metrics-collection-autodiscover.json b/mongo/tests/results/metrics-collection-autodiscover.json
index 987fc35208f1c..cbf678fa293ec 100644
--- a/mongo/tests/results/metrics-collection-autodiscover.json
+++ b/mongo/tests/results/metrics-collection-autodiscover.json
@@ -926,61 +926,31 @@
     {
         "name": "mongodb.collection.size",
         "type": 0,
-        "value": 5670.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.size",
-        "type": 0,
-        "value": 2600.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.avgobjsize",
-        "type": 0,
-        "value": 27.0,
+        "value": 907806.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.avgobjsize",
         "type": 0,
-        "value": 26.0,
+        "value": 209.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.count",
         "type": 0,
-        "value": 210.0,
+        "value": 4341.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.count",
-        "type": 0,
-        "value": 100.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -990,17 +960,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.capped",
-        "type": 0,
-        "value": 1.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1010,129 +970,47 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.max",
-        "type": 0,
-        "value": 10.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.maxsize",
         "type": 0,
-        "value": 10.0,
+        "value": 16777216.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.maxsize",
-        "type": 0,
-        "value": 10.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.storagesize",
         "type": 0,
-        "value": 16384.0,
+        "value": 196608.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.storagesize",
-        "type": 0,
-        "value": 16384.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.nindexes",
         "type": 0,
-        "value": 1.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.nindexes",
-        "type": 0,
-        "value": 1.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.indexsizes",
-        "type": 0,
-        "value": 16384.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo",
-            "index:_id_"
-        ]
-    },
-    {
-        "name": "mongodb.collection.indexsizes",
-        "type": 0,
-        "value": 16384.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar",
-            "index:_id_"
-        ]
-    },
-    {
-        "name": "mongodb.collection.totalindexsize",
-        "type": 0,
-        "value": 16384.0,
+        "value": 0.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.totalindexsize",
         "type": 0,
-        "value": 16384.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.reads.latency",
-        "type": 0,
-        "value": 13165.0,
+        "value": 0.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1142,17 +1020,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.reads.opsps",
-        "type": 1,
-        "value": 10.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1162,7 +1030,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1172,17 +1040,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.writes.latency",
-        "type": 0,
-        "value": 8542.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1192,17 +1050,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.writes.opsps",
-        "type": 1,
-        "value": 1.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1212,27 +1060,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.commands.latency",
-        "type": 0,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.commands.opsps",
-        "type": 1,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1242,7 +1070,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1252,17 +1080,7 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.transactions.latency",
-        "type": 0,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
@@ -1272,97 +1090,47 @@
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.transactions.opsps",
-        "type": 1,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.collectionscans.nontailable",
-        "type": 0,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.collectionscans.nontailable",
         "type": 0,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.collectionscans.total",
-        "type": 0,
-        "value": 0.0,
+        "value": 81750.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.collectionscans.total",
         "type": 0,
-        "value": 0.0,
+        "value": 81753.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.collectionscans.nontailableps",
         "type": 1,
-        "value": 0.0,
+        "value": 81750.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:foo"
-        ]
-    },
-    {
-        "name": "mongodb.collection.collectionscans.nontailableps",
-        "type": 1,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:bar"
-        ]
-    },
-    {
-        "name": "mongodb.collection.collectionscans.totalps",
-        "type": 1,
-        "value": 0.0,
-        "tags": [
-            "server:mongodb://testUser2:*****@localhost:27017/test",
-            "db:local",
-            "collection:foo"
+            "collection:oplog.rs"
         ]
     },
     {
         "name": "mongodb.collection.collectionscans.totalps",
         "type": 1,
-        "value": 0.0,
+        "value": 81753.0,
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "db:local",
-            "collection:bar"
+            "collection:oplog.rs"
         ]
     },
     {
diff --git a/mongo/tests/results/operation-activities-mongos.json b/mongo/tests/results/operation-activities-mongos.json
index 5ca7e741a17de..8c79c6a66e9e5 100644
--- a/mongo/tests/results/operation-activities-mongos.json
+++ b/mongo/tests/results/operation-activities-mongos.json
@@ -5,6 +5,7 @@
         "ddsource": "mongo",
         "dbm_type": "activity",
         "collection_interval": 10,
+        "cloud_metadata": {},
         "ddtags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
@@ -12,6 +13,7 @@
             "sharding_cluster_role:mongos"
         ],
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "mongodb_activity": [
             {
                 "now": 1715911398.1112723,
diff --git a/mongo/tests/results/operation-activities-standalone.json b/mongo/tests/results/operation-activities-standalone.json
index f2d3a7b3869d1..57340a791dc91 100644
--- a/mongo/tests/results/operation-activities-standalone.json
+++ b/mongo/tests/results/operation-activities-standalone.json
@@ -5,12 +5,14 @@
         "ddsource": "mongo",
         "dbm_type": "activity",
         "collection_interval": 10,
+        "cloud_metadata": {},
         "ddtags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
             "hosting_type:self-hosted"
         ],
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "mongodb_activity": [
             {
                 "now": 1715911398.1112723,
diff --git a/mongo/tests/results/operation-samples-mongos.json b/mongo/tests/results/operation-samples-mongos.json
index 1853216946be0..63a63e4d08693 100644
--- a/mongo/tests/results/operation-samples-mongos.json
+++ b/mongo/tests/results/operation-samples-mongos.json
@@ -5,7 +5,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted,sharding_cluster_role:mongos",
+        "cloud_metadata": {},
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.224.16:52298",
diff --git a/mongo/tests/results/operation-samples-standalone.json b/mongo/tests/results/operation-samples-standalone.json
index 219148c223f2e..e6ca905264813 100644
--- a/mongo/tests/results/operation-samples-standalone.json
+++ b/mongo/tests/results/operation-samples-standalone.json
@@ -5,7 +5,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted",
+        "cloud_metadata": {},
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:39517",
diff --git a/mongo/tests/results/schemas-mongos.json b/mongo/tests/results/schemas-mongos.json
index 614de1cb62d82..74ab9cd72ec2e 100644
--- a/mongo/tests/results/schemas-mongos.json
+++ b/mongo/tests/results/schemas-mongos.json
@@ -6,6 +6,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
@@ -596,6 +597,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
diff --git a/mongo/tests/results/schemas-standalone-atlas.json b/mongo/tests/results/schemas-standalone-atlas.json
index 97dc3408d672f..c48cf24e0f4b0 100644
--- a/mongo/tests/results/schemas-standalone-atlas.json
+++ b/mongo/tests/results/schemas-standalone-atlas.json
@@ -6,6 +6,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
@@ -629,6 +630,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
diff --git a/mongo/tests/results/schemas-standalone.json b/mongo/tests/results/schemas-standalone.json
index ce95e3a6c50dc..045af3e54ce1f 100644
--- a/mongo/tests/results/schemas-standalone.json
+++ b/mongo/tests/results/schemas-standalone.json
@@ -6,6 +6,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
@@ -595,6 +596,7 @@
         "kind": "mongodb_databases",
         "collection_interval": 600,
         "dbms_version": "4.1.13",
+        "cloud_metadata": {},
         "tags": [
             "server:mongodb://testUser2:*****@localhost:27017/test",
             "clustername:my_cluster",
diff --git a/mongo/tests/results/slow-operations-explain-plans-mongos.json b/mongo/tests/results/slow-operations-explain-plans-mongos.json
index 5120a6766d3c9..b52f6b45b9a63 100644
--- a/mongo/tests/results/slow-operations-explain-plans-mongos.json
+++ b/mongo/tests/results/slow-operations-explain-plans-mongos.json
@@ -5,7 +5,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted,sharding_cluster_role:mongos",
+        "cloud_metadata": {},
         "timestamp": 32479987545338.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
@@ -729,7 +731,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted,sharding_cluster_role:mongos",
+        "cloud_metadata": {},
         "timestamp": 32479987545521.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
@@ -1448,7 +1452,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted,sharding_cluster_role:mongos",
+        "cloud_metadata": {},
         "timestamp": 32479987545338.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
@@ -2172,7 +2178,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted,sharding_cluster_role:mongos",
+        "cloud_metadata": {},
         "timestamp": 32479987545521.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
diff --git a/mongo/tests/results/slow-operations-explain-plans-standalone.json b/mongo/tests/results/slow-operations-explain-plans-standalone.json
index 451a636ad1461..fea62d384064f 100644
--- a/mongo/tests/results/slow-operations-explain-plans-standalone.json
+++ b/mongo/tests/results/slow-operations-explain-plans-standalone.json
@@ -5,7 +5,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted",
+        "cloud_metadata": {},
         "timestamp": 1720550476223.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1"
@@ -135,7 +137,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted",
+        "cloud_metadata": {},
         "timestamp": 32479987545338.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
@@ -280,7 +284,9 @@
         "ddagentversion": "0.0.0",
         "ddsource": "mongo",
         "ddtags": "server:mongodb://testUser2:*****@localhost:27017/test,clustername:my_cluster,hosting_type:self-hosted",
+        "cloud_metadata": {},
         "timestamp": 32479987545521.0,
+        "service": "my_service",
         "network": {
             "client": {
                 "hostname": "192.168.65.1:58133"
diff --git a/mongo/tests/results/slow-operations-mongos.json b/mongo/tests/results/slow-operations-mongos.json
index f5875b2aa5b82..8fa279c87101b 100644
--- a/mongo/tests/results/slow-operations-mongos.json
+++ b/mongo/tests/results/slow-operations-mongos.json
@@ -11,7 +11,9 @@
             "hosting_type:self-hosted",
             "sharding_cluster_role:mongos"
         ],
+        "cloud_metadata": {},
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "mongodb_slow_queries": [
             {
                 "timestamp": 32479987543991.0,
diff --git a/mongo/tests/results/slow-operations-standalone.json b/mongo/tests/results/slow-operations-standalone.json
index bcd604a916f39..78aef6433f3fc 100644
--- a/mongo/tests/results/slow-operations-standalone.json
+++ b/mongo/tests/results/slow-operations-standalone.json
@@ -10,7 +10,9 @@
             "clustername:my_cluster",
             "hosting_type:self-hosted"
         ],
+        "cloud_metadata": {},
         "timestamp": 1715911398111.2722,
+        "service": "my_service",
         "mongodb_slow_queries": [
             {
                 "timestamp": 1720550483298.0,
diff --git a/mongo/tests/test_dbm_operation_samples.py b/mongo/tests/test_dbm_operation_samples.py
index 1ad182b3a7631..0621cd7edc32f 100644
--- a/mongo/tests/test_dbm_operation_samples.py
+++ b/mongo/tests/test_dbm_operation_samples.py
@@ -5,7 +5,9 @@
 import json
 import os
 
+import mock
 import pytest
+from pymongo.errors import NotPrimaryError
 
 from . import common
 from .common import HERE
@@ -105,3 +107,35 @@ def test_mongo_operation_samples_arbiter(aggregator, instance_arbiter, check, dd
 
     assert len(dbm_samples) == 0
     assert len(dbm_activities) == 0
+
+
+@mock_now(1715911398.1112723)
+@common.shard
+def test_mongo_operation_samples_not_primary(
+    aggregator, instance_integration_cluster_autodiscovery, check, dd_run_check
+):
+    instance_integration_cluster_autodiscovery['dbm'] = True
+    instance_integration_cluster_autodiscovery['operation_samples'] = {'enabled': True, 'run_sync': True}
+    instance_integration_cluster_autodiscovery['slow_operations'] = {'enabled': False}
+    instance_integration_cluster_autodiscovery['schemas'] = {'enabled': False}
+
+    mongo_check = check(instance_integration_cluster_autodiscovery)
+    with mock_pymongo("standalone"):
+        with mock.patch(
+            'datadog_checks.mongo.api.MongoApi.current_op', new_callable=mock.PropertyMock
+        ) as mock_current_op:
+            mock_current_op.side_effect = NotPrimaryError("node is recovering")
+            aggregator.reset()
+            run_check_once(mongo_check, dd_run_check)
+
+    dbm_activities = aggregator.get_event_platform_events("dbm-activity")
+    activity_samples = [event for event in dbm_activities if event['dbm_type'] == 'activity']
+    assert activity_samples is not None
+    assert len(activity_samples[0]['mongodb_activity']) == 0
+
+    aggregator.reset()
+    mongo_check.deployment_type.replset_state = 3
+    run_check_once(mongo_check, dd_run_check)
+    dbm_activities = aggregator.get_event_platform_events("dbm-activity")
+    activity_samples = [event for event in dbm_activities if event['dbm_type'] == 'activity']
+    assert len(activity_samples) == 0
diff --git a/mongo/tests/test_dbm_slow_operations.py b/mongo/tests/test_dbm_slow_operations.py
index 392a6c336f98b..ce747d3d28c86 100644
--- a/mongo/tests/test_dbm_slow_operations.py
+++ b/mongo/tests/test_dbm_slow_operations.py
@@ -36,8 +36,6 @@ def test_mongo_slow_operations_standalone(aggregator, instance_integration_clust
     dbm_samples = aggregator.get_event_platform_events("dbm-samples")
     slow_operation_explain_plans_payload = [event for event in dbm_samples if event['dbm_type'] == 'plan']
 
-    print(json.dumps(slow_operation_payload))
-
     with open(os.path.join(HERE, "results", "slow-operations-standalone.json"), 'r') as f:
         expected_slow_operation_payload = json.load(f)
         assert slow_operation_payload == expected_slow_operation_payload
diff --git a/mongo/tests/test_integration.py b/mongo/tests/test_integration.py
index 88d253cfc7eb8..075de05746abc 100644
--- a/mongo/tests/test_integration.py
+++ b/mongo/tests/test_integration.py
@@ -61,7 +61,13 @@ def _assert_mongodb_instance_event(
     }
 
 
-@pytest.mark.parametrize("dbm", [True, False])
+@pytest.mark.parametrize(
+    "dbm",
+    [
+        pytest.param(True, id="DBM enabled"),
+        pytest.param(False, id="DBM disabled"),
+    ],
+)
 def test_integration_mongos(instance_integration_cluster, aggregator, check, dd_run_check, dbm):
     instance_integration_cluster['dbm'] = dbm
     instance_integration_cluster['operation_samples'] = {'enabled': False}
@@ -137,6 +143,19 @@ def test_integration_mongos(instance_integration_cluster, aggregator, check, dd_
         cluster_name='my_cluster',
         modules=['enterprise'],
     )
+    # run the check again to verify sharded data distribution metrics are NOT collected
+    # because the collection interval is not reached
+    aggregator.reset()
+    with mock_pymongo("mongos"):
+        dd_run_check(mongos_check)
+
+    assert_metrics(
+        mongos_check,
+        aggregator,
+        ['sharded-data-distribution'],
+        ['sharding_cluster_role:mongos', 'clustername:my_cluster', 'hosting_type:self-hosted'],
+        count=0,
+    )
 
 
 def test_integration_replicaset_primary_in_shard(instance_integration, aggregator, check, dd_run_check):
diff --git a/mongo/tests/test_unit.py b/mongo/tests/test_unit.py
index a3ae29a2d66ca..f3d507243aadc 100644
--- a/mongo/tests/test_unit.py
+++ b/mongo/tests/test_unit.py
@@ -10,12 +10,15 @@
 
 import mock
 import pytest
+from bson import json_util
 from pymongo.errors import ConnectionFailure, OperationFailure
 
 from datadog_checks.base import ConfigurationError
+from datadog_checks.base.utils.db.sql import compute_exec_plan_signature
 from datadog_checks.mongo.api import CRITICAL_FAILURE, MongoApi
 from datadog_checks.mongo.collectors import MongoCollector
 from datadog_checks.mongo.common import MongosDeployment, ReplicaSetDeployment, get_state_name
+from datadog_checks.mongo.dbm.utils import should_explain_operation
 from datadog_checks.mongo.mongo import HostingType, MongoDb, metrics
 from datadog_checks.mongo.utils import parse_mongo_uri
 
@@ -778,3 +781,135 @@ def seed_mock_client():
 def load_json_fixture(name):
     with open(os.path.join(common.HERE, "fixtures", name), 'r') as f:
         return json.load(f)
+
+
+@pytest.mark.parametrize(
+    'namespace,op,command,should_explain',
+    [
+        pytest.param(
+            "test.test",
+            "command",
+            {
+                "aggregate": "test",
+                "pipeline": [{"$collStats": {"latencyStats": {}, "storageStats": {}, "queryExecStats": {}}}],
+                "cursor": {},
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no-explain $collStats',
+        ),
+        pytest.param(
+            "test.test",
+            "command",
+            {
+                "aggregate": "test",
+                "pipeline": [{"$sample": {"size": "?"}}],
+                "cursor": {},
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no explain $sample',
+        ),
+        pytest.param(
+            "test.test",
+            "command",
+            {
+                "aggregate": "test",
+                "pipeline": [{"$indexStats": {}}],
+                "cursor": {},
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no explain $indexStats',
+        ),
+        pytest.param(
+            "test.test",
+            "command",
+            {"getMore": "?", "collection": "test", "$db": "test", "$readPreference": {"mode": "?"}},
+            False,
+            id='no explain getMore',
+        ),
+        pytest.param(
+            "test.test",
+            "update",
+            {
+                "update": "test",
+                "updates": [{"q": {}, "u": {}, "multi": False, "upsert": False}],
+                "ordered": True,
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no explain update',
+        ),
+        pytest.param(
+            "test.test",
+            "insert",
+            {
+                "insert": "test",
+                "documents": [{"_id": "?", "a": 1}],
+                "ordered": True,
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no explain insert',
+        ),
+        pytest.param(
+            "test.test",
+            "remove",
+            {
+                "delete": "test",
+                "deletes": [{"q": {}, "limit": 1}],
+                "ordered": True,
+                "$db": "test",
+                "$readPreference": {"mode": "?"},
+            },
+            False,
+            id='no explain delete',
+        ),
+        pytest.param(
+            "test.test",
+            "query",
+            {"find": "test", "filter": {}, "$db": "test", "$readPreference": {"mode": "?"}},
+            True,
+            id='explain find',
+        ),
+        pytest.param(
+            None,
+            "query",
+            {"find": "test", "filter": {}, "$db": "test", "$readPreference": {"mode": "?"}},
+            False,
+            id='missing ns',
+        ),
+        pytest.param(
+            "",
+            "query",
+            {"find": "test", "filter": {}, "$db": "test", "$readPreference": {"mode": "?"}},
+            False,
+            id='blank ns',
+        ),
+        pytest.param(
+            "db",
+            "query",
+            {"find": "test", "filter": {}, "$db": "test", "$readPreference": {"mode": "?"}},
+            True,
+            id='ns with no collection',
+        ),
+    ],
+)
+def test_should_explain_operation(namespace, op, command, should_explain):
+    check = MongoDb('mongo', {}, [{'hosts': ['localhost']}])
+    assert (
+        should_explain_operation(
+            namespace,
+            op,
+            command,
+            explain_plan_rate_limiter=check._operation_samples._explained_operations_ratelimiter,
+            explain_plan_cache_key=(namespace, op, compute_exec_plan_signature(json_util.dumps(command))),
+        )
+        == should_explain
+    )
diff --git a/mongo/tests/test_unit_config.py b/mongo/tests/test_unit_config.py
index 612ced8131a76..fbd4fa6f0fa2d 100644
--- a/mongo/tests/test_unit_config.py
+++ b/mongo/tests/test_unit_config.py
@@ -12,25 +12,25 @@
 def test_none_hosts():
     instance = {}
     with pytest.raises(ConfigurationError, match='No `hosts` specified'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 def test_empty_hosts():
     instance = {'hosts': []}
     with pytest.raises(ConfigurationError, match='No `hosts` specified'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 def test_default_tls_params():
     instance = {'hosts': ['test.mongodb.com']}
-    config = MongoConfig(instance, mock.Mock())
+    config = MongoConfig(instance, mock.Mock(), {})
     assert config.tls_params == {}
 
 
 def test_default_scheme(instance):
     instance['hosts'] = ['test.mongodb.com']
     with mock.patch('pymongo.uri_parser.parse_uri', return_value={'nodelist': ["test.mongodb.com"]}) as mock_parse_uri:
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
         mock_parse_uri.assert_called_once_with("mongodb://test.mongodb.com/")
 
 
@@ -38,14 +38,14 @@ def test_invalid_scheme(instance):
     instance['hosts'] = ['sandbox.foo.bar.mongodb.com']
     instance['connection_scheme'] = 'invalid'
     with pytest.raises(ConfigurationError, match='Could not build a mongo uri with the given hosts'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 def test_mongodb_scheme(instance):
     instance['hosts'] = ['test.mongodb.com']
     instance['connection_scheme'] = 'mongodb'
     with mock.patch('pymongo.uri_parser.parse_uri', return_value={'nodelist': ["test.mongodb.com"]}) as mock_parse_uri:
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
         mock_parse_uri.assert_called_once_with("mongodb://test.mongodb.com/")
 
 
@@ -55,14 +55,14 @@ def test_mongodb_srv_scheme(instance):
     with mock.patch(
         'pymongo.uri_parser.parse_uri', return_value={'nodelist': ["resolved.mongodb.com"]}
     ) as mock_parse_uri:
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
         mock_parse_uri.assert_called_once_with("mongodb+srv://test.mongodb.com/")
 
 
 def test_badly_formatted_server(instance):
     instance['hosts'] = ['sandbox.foo.bar.mongodb.com\\:27017\\']
     with pytest.raises(ConfigurationError, match='Could not build a mongo uri with the given hosts'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 def test_hosts_can_be_singular(instance):
@@ -75,32 +75,32 @@ def test_hosts_can_be_singular(instance):
 
 
 def test_dbnames_not_exists(instance):
-    config = MongoConfig(instance, mock.Mock())
+    config = MongoConfig(instance, mock.Mock(), {})
     assert config.db_names is None
 
 
 def test_dbnames_empty(instance):
     instance['dbnames'] = []
-    config = MongoConfig(instance, mock.Mock())
+    config = MongoConfig(instance, mock.Mock(), {})
     assert config.db_names == []
 
 
 def test_dbnames_non_empty(instance):
     instance['dbnames'] = ['test']
-    config = MongoConfig(instance, mock.Mock())
+    config = MongoConfig(instance, mock.Mock(), {})
     assert config.db_names == ['test']
 
 
 def test_custom_replicaSet_is_not_allowed(instance):
     instance['options'] = {'replicaSet': 'foo'}
     with pytest.raises(ConfigurationError, match='replicaSet'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 def test_dbm_cluster_name(instance):
     instance['dbm'] = True
     with pytest.raises(ConfigurationError, match='`cluster_name` must be set when `dbm` is enabled'):
-        MongoConfig(instance, mock.Mock())
+        MongoConfig(instance, mock.Mock(), {})
 
 
 @pytest.mark.parametrize(
@@ -148,14 +148,14 @@ def test_mongo_slow_operations_enabled(
 
 
 def test_database_autodiscovery_disabled(instance_user):
-    config = MongoConfig(instance_user, mock.Mock())
+    config = MongoConfig(instance_user, mock.Mock(), {})
     assert config.database_autodiscovery_config is not None
     assert config.database_autodiscovery_config['enabled'] is False
 
 
 def test_database_autodiscovery_enabled(instance_user):
     instance_user['database_autodiscovery'] = {'enabled': True, 'include': ['test.*'], 'exclude': ['admin']}
-    config = MongoConfig(instance_user, mock.Mock())
+    config = MongoConfig(instance_user, mock.Mock(), {})
     assert config.database_autodiscovery_config is not None
     assert config.database_autodiscovery_config['enabled'] is True
     assert config.database_autodiscovery_config['include'] == ['test.*']
@@ -167,7 +167,66 @@ def test_database_autodiscovery_dbnames_deprecation(instance_user):
     # for backwards compatibility, we implicitly enable database_autodiscovery if dbnames is set
     # and set the include list to the dbnames list
     instance_user['dbnames'] = ['test', 'integration']
-    config = MongoConfig(instance_user, mock.Mock())
+    config = MongoConfig(instance_user, mock.Mock(), {})
     assert config.database_autodiscovery_config is not None
     assert config.database_autodiscovery_config['enabled'] is True
     assert config.database_autodiscovery_config['include'] == ['test$', 'integration$']
+
+
+@pytest.mark.parametrize(
+    'aws_cloud_metadata',
+    [
+        pytest.param(
+            {
+                'instance_endpoint': 'mycluster.cluster-123456789012.us-east-1.docdb.amazonaws.com',
+                'cluster_identifier': 'mydocdbcluster',
+            },
+            id='aws_cloud_metadata',
+        ),
+        pytest.param(
+            {'instance_endpoint': 'mycluster.cluster-123456789012.us-east-1.docdb.amazonaws.com'},
+            id='aws_cloud_metadata_no_cluster_identifier',
+        ),
+    ],
+)
+def test_amazon_docdb_cloud_metadata(instance_integration_cluster, aws_cloud_metadata):
+    instance_integration_cluster['aws'] = aws_cloud_metadata
+    config = MongoConfig(instance_integration_cluster, mock.Mock(), {})
+    assert config.cloud_metadata is not None
+    aws = config.cloud_metadata['aws']
+    assert aws['instance_endpoint'] == aws_cloud_metadata['instance_endpoint']
+    assert aws['cluster_identifier'] is not None
+    if 'cluster_identifier' in aws_cloud_metadata:
+        assert aws['cluster_identifier'] == aws_cloud_metadata['cluster_identifier']
+    else:
+        assert aws['cluster_identifier'] == instance_integration_cluster['cluster_name']
+
+
+@pytest.mark.parametrize(
+    'metrics_collection_interval, expected_metrics_collection_interval',
+    [
+        pytest.param(
+            {}, {'collection': 15, 'collections_indexes_stats': 15, 'sharded_data_distribution': 300}, id='default'
+        ),
+        pytest.param(
+            {
+                'collection': '60',
+                'collections_indexes_stats': '30',
+                'sharded_data_distribution': '600',
+            },
+            {'collection': 60, 'collections_indexes_stats': 30, 'sharded_data_distribution': 600},
+            id='custom',
+        ),
+        pytest.param(
+            {
+                'collection': 60,
+            },
+            {'collection': 60, 'collections_indexes_stats': 15, 'sharded_data_distribution': 300},
+            id='partial',
+        ),
+    ],
+)
+def test_metrics_collection_interval(instance, metrics_collection_interval, expected_metrics_collection_interval):
+    instance['metrics_collection_interval'] = metrics_collection_interval
+    config = MongoConfig(instance, mock.Mock(), {})
+    assert config.metrics_collection_interval == expected_metrics_collection_interval
diff --git a/mongo/tests/utils.py b/mongo/tests/utils.py
index 99fa9ca04ab29..07d4891e3810c 100644
--- a/mongo/tests/utils.py
+++ b/mongo/tests/utils.py
@@ -8,7 +8,7 @@
 from .common import HERE
 
 
-def assert_metrics(check_instance, aggregator, metrics_categories, additional_tags=None):
+def assert_metrics(check_instance, aggregator, metrics_categories, additional_tags=None, count=1):
     if additional_tags is None:
         additional_tags = []
     for cat in metrics_categories:
@@ -17,7 +17,7 @@ def assert_metrics(check_instance, aggregator, metrics_categories, additional_ta
                 aggregator.assert_metric(
                     metric['name'],
                     value=metric['value'],
-                    count=1,
+                    count=count,
                     tags=additional_tags + metric['tags'] + check_instance.internal_resource_tags,
                     metric_type=metric['type'],
                 )
diff --git a/mux/CHANGELOG.md b/mux/CHANGELOG.md
new file mode 100644
index 0000000000000..0902c9b8e5fc3
--- /dev/null
+++ b/mux/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Mux
+
+## 1.0.0 / 2024-09-24
+
+***Added***:
+
+* Initial Release
diff --git a/mux/README.md b/mux/README.md
new file mode 100644
index 0000000000000..9794818740669
--- /dev/null
+++ b/mux/README.md
@@ -0,0 +1,59 @@
+# MUX
+
+## Overview
+
+[Mux][1] is an all-in-one video streaming platform. It offers APIs and tools for video hosting, live streaming, etc. enabling users to easily create, manage, and optimize video content. Mux provides scalable video infrastructure to build seamless video experiences. 
+
+Integrate Mux with Datadog to gain insights into mux video performance data.
+
+## Setup
+
+### Generate Access Token ID and Secret Key in Mux
+
+1. Login to [MUX account][2].
+2. In the sidebar, click on **Settings**.
+3. Click on **Access Tokens**.
+4. Select **Generate new token**.
+5. Choose the environment.
+6. Under the **permission** section, select **Mux Data(read-only)**.
+7. Enter the access token name.
+8. Click on **Generate Token** to find the access token ID and secret key.
+
+
+### Connect your Mux account to Datadog
+
+1. Add your access token ID and secret key.  
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Access Token ID|Access token ID of your MUX account.|
+    |Secret Key|Secret key of your MUX account.|
+
+2. Click the **Save** button to save your settings.
+
+
+## Data Collected
+
+### Logs
+
+The Mux integration does not include any logs.
+
+### Metrics
+
+The Mux integration collects and forwards mux metrics data to Datadog. See [metadata.csv][4] for a list of metrics provided by this integration.
+
+### Service Checks
+
+The Mux integration does not include any service checks.
+
+### Events
+
+The Mux integration does not include any events.
+
+## Support
+
+Need help? Contact [Datadog support][3].
+
+[1]: https://www.mux.com/
+[2]: https://dashboard.mux.com/
+[3]: https://docs.datadoghq.com/help/
+[4]: https://github.com/DataDog/integrations-core/blob/master/mux/metadata.csv
diff --git a/mux/assets/dashboards/mux_metrics.json b/mux/assets/dashboards/mux_metrics.json
new file mode 100644
index 0000000000000..1552da7ff184a
--- /dev/null
+++ b/mux/assets/dashboards/mux_metrics.json
@@ -0,0 +1,3812 @@
+{
+    "title": "Mux - Metrics",
+    "description": "This Dashboard provides comprehensive insights, including views, unique viewers, playing time, viewer experience score, playback success score, player startup time, smoothness score, video quality score, and rebuffer percentage, with the latest metrics showcasing consolidated statistics for video performance.",
+    "widgets": [
+        {
+            "id": 8740298734186812,
+            "definition": {
+                "type": "image",
+                "url": "https://www.mux.com/images/mux-logo.png",
+                "url_dark_theme": "",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": true,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 8407084925998778,
+            "definition": {
+                "title": "Monitors Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:integration:mux",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 5
+            }
+        },
+        {
+            "id": 323399805713430,
+            "definition": {
+                "type": "note",
+                "content": "**[Mux](https://www.mux.com/)** is an all-in-one video streaming platform designed for developers and businesses. It offers APIs and tools for video hosting, live streaming, web player customization, and in-depth analytics, enabling users to easily create, manage, and optimize video content. \n\nThis Dashboard provides comprehensive insights, including views, unique viewers, playing time, viewer experience score, playback success score, player startup time, smoothness score, video quality score, and rebuffer percentage, with the latest metrics showcasing consolidated statistics for video performance.\n\nFor more information, see the [Mux Integration Documentation](https://docs.datadoghq.com/integrations/mux/).\n\n**Tip**:\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "purple",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": true,
+                "tick_pos": "50%",
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+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:mux.metric.max_downscale_percentage{$Video_Id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1 * 100"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#cde5f5"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 15,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5172304773900428,
+                        "definition": {
+                            "title": "Max Downscale Percentage Overtime",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Max Downscale Percentage",
+                                            "formula": "query1 * 100",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:mux.metric.max_downscale_percentage{$Video_Id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 15,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6114720235628602,
+                        "definition": {
+                            "title": "Average Live Stream Latency",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:mux.metric.live_stream_latency{$Video_Id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#cde5f5"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 18,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8337865062113938,
+                        "definition": {
+                            "title": "Live Stream Latency Overtime",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            },
+                                            "alias": "Live Stream Latency",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:mux.metric.live_stream_latency{$Video_Id} by {video_id}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ],
+                            "yaxis": {
+                                "include_zero": true,
+                                "max": "auto"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 18,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6601500419927196,
+                        "definition": {
+                            "title": "Top Videos with High Quality Score",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:mux.metric.video_quality_score{$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1 * 100"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 21,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3271158187474932,
+                        "definition": {
+                            "title": "Video Quality Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:mux.metric.video_quality_score{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:mux.metric.live_stream_latency{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "avg:mux.metric.weighted_average_bitrate{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 1000,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 2,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "alias": "Live Stream Latency",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            },
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "alias": "Weighted Average Bitrate",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "bit",
+                                                    "per_unit_name": "second"
+                                                },
+                                                "unit_scale": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "bit"
+                                                }
+                                            },
+                                            "formula": "query3"
+                                        },
+                                        {
+                                            "alias": "Video Quality Score",
+                                            "formula": "query1 * 100"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 25,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6980401583290302,
+                        "definition": {
+                            "title": "Upscale/Downscale Percentage Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:mux.metric.upscale_percentage{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:mux.metric.max_upscale_percentage{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "avg:mux.metric.downscale_percentage{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query4",
+                                            "query": "avg:mux.metric.max_downscale_percentage{video_id:*,$Video_Id} by {video_id}",
+                                            "aggregator": "avg"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 1000,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "alias": "Upscale Percentage",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1 * 100"
+                                        },
+                                        {
+                                            "alias": "Max Upscale Percentage",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query2 * 100"
+                                        },
+                                        {
+                                            "alias": "Downscale Percentage",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query3 * 100"
+                                        },
+                                        {
+                                            "alias": "Max Downscale Percentage",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query4 * 100"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 29,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 110,
+                "width": 12,
+                "height": 34
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Video_Id",
+            "prefix": "video_id",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/mux/assets/monitors/anomaly_detected_in_page_load_time.json b/mux/assets/monitors/anomaly_detected_in_page_load_time.json
new file mode 100644
index 0000000000000..48a2c223e3e7d
--- /dev/null
+++ b/mux/assets/monitors/anomaly_detected_in_page_load_time.json
@@ -0,0 +1,45 @@
+{
+    "version": 2,
+    "created_at": "2024-09-24",
+    "last_updated_at": "2024-09-24",
+    "title": "Anomaly Detected in Page Load Time",
+    "description": "Anomalies in page load time indicate potential performance issues affecting user experience. This monitor detects deviations from normal load times to identify slowdowns. Timely alerts help ensure quick resolution, maintaining optimal site performance and user satisfaction.",
+    "definition": {
+        "id": 154116834,
+        "name": "[Mux] Anomaly Detected in Page Load Time",
+        "type": "query alert",
+        "query": "avg(last_2d):anomalies(max:mux.metric.page_load_time{*} by {video_id}, 'agile', 2, direction='both', interval=600, alert_window='last_4h', timezone='utc', count_default_zero='true', seasonality='daily') >= 1",
+        "message": "{{#is_warning}}  \nThe page load time for video id: {{video_id.name}} has exceeded the threshold.  \nCurrent Page Load Time: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe page load time for video id: {{video_id.name}} has exceeded the threshold.    \nCurrent Page Load Time: {{value}}%    \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@example.com",
+        "tags": [
+            "integration:mux"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 1,
+                "critical_recovery": 0,
+                "warning": 0.5
+            },
+            "notify_audit": false,
+            "require_full_window": false,
+            "renotify_interval": 0,
+            "threshold_windows": {
+                "trigger_window": "last_4h",
+                "recovery_window": "last_1h"
+            },
+            "on_missing_data": "default",
+            "include_tags": false,
+            "notify_by": [
+                "*"
+            ],
+            "new_group_delay": 60,
+            "silenced": {}
+        },
+        "priority": 3,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:mux"
+    ]
+}
diff --git a/mux/assets/monitors/playback_failure_percentage_is_higher_than_usual.json b/mux/assets/monitors/playback_failure_percentage_is_higher_than_usual.json
new file mode 100644
index 0000000000000..3316d0ed8f1ef
--- /dev/null
+++ b/mux/assets/monitors/playback_failure_percentage_is_higher_than_usual.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-09-24",
+    "last_updated_at": "2024-09-24",
+    "title": "Playback Failure Percentage is higher than usual",
+    "description": "Playback failures occur when a video cannot be played successfully. This monitor tracks the percentage of these failures to identify streaming quality issues. High rates can frustrate users and reduce engagement, so timely alerts are essential for maintaining a smooth viewing experience.",
+    "definition": {
+        "id": 154118176,
+        "name": "[Mux] Playback Failure Percentage is higher than usual",
+        "type": "query alert",
+        "query": "max(last_4h):max:mux.metric.playback_failure_percentage{*} by {video_id} > 20",
+        "message": "{{#is_warning}}  \nThe playback failure percentage for video id: {{video_id.name}} has exceeded the threshold.  \nCurrent Playback Failure Percentage: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe playback failure percentage for video id: {{video_id.name}} has exceeded the threshold.    \nCurrent Playback Failure Percentage: {{value}}%    \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@example.com",
+        "tags": [
+            "integration:mux"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 20,
+                "warning": 10
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": true,
+            "new_group_delay": 60,
+            "silenced": {}
+        },
+        "priority": 2,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:mux"
+    ]
+}
diff --git a/mux/assets/monitors/video_startup_failure_percentage_is_higher_than_usual.json b/mux/assets/monitors/video_startup_failure_percentage_is_higher_than_usual.json
new file mode 100644
index 0000000000000..880bc63f322de
--- /dev/null
+++ b/mux/assets/monitors/video_startup_failure_percentage_is_higher_than_usual.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-09-24",
+    "last_updated_at": "2024-09-24",
+    "title": "Video Startup Failure Percentage is higher than usual",
+    "description": "Video startup failures happen when a video fails to start for users. This monitor tracks the percentage of these failures to identify issues in delivery. High rates can lead to poor user experience and increased churn, making timely alerts essential for maintaining viewer satisfaction.",
+    "definition": {
+        "id": 154118482,
+        "name": "[Mux] Video Startup Failure Percentage is higher than usual",
+        "type": "query alert",
+        "query": "max(last_4h):max:mux.metric.video_startup_failure_percentage{*} by {video_id} > 20",
+        "message": "{{#is_warning}}  \nThe Video Startup Failure Percentage for video id: {{video_id.name}} has exceeded the threshold.  \nCurrent Video Startup Failure Percentage: {{value}}%  \nThreshold: {{warn_threshold}}%  \n{{/is_warning}}\n\n{{#is_alert}}  \nThe Video Startup Failure Percentage for video id: {{video_id.name}} has exceeded the threshold.    \nCurrent Video Startup Failure Percentage: {{value}}%    \nThreshold: {{threshold}}%  \n{{/is_alert}}\n\n\n@example@example.com",
+        "tags": [
+            "integration:mux"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 20,
+                "warning": 10
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": true,
+            "new_group_delay": 60,
+            "silenced": {}
+        },
+        "priority": 2,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:mux"
+    ]
+}
diff --git a/mux/assets/mux.svg b/mux/assets/mux.svg
new file mode 100644
index 0000000000000..d40e1c30ac301
--- /dev/null
+++ b/mux/assets/mux.svg
@@ -0,0 +1 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?><!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg width="100%" height="100%" viewBox="0 0 1600 500" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" xmlns:serif="http://www.serif.com/" style="fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;"><g id="Layer-1" serif:id="Layer 1"><path d="M994.287,93.486c-17.121,-0 -31,-13.879 -31,-31c0,-17.121 13.879,-31 31,-31c17.121,-0 31,13.879 31,31c0,17.121 -13.879,31 -31,31m0,-93.486c-34.509,-0 -62.484,27.976 -62.484,62.486l0,187.511c0,68.943 -56.09,125.033 -125.032,125.033c-68.942,-0 -125.03,-56.09 -125.03,-125.033l0,-187.511c0,-34.51 -27.976,-62.486 -62.485,-62.486c-34.509,-0 -62.484,27.976 -62.484,62.486l0,187.511c0,137.853 112.149,250.003 249.999,250.003c137.851,-0 250.001,-112.15 250.001,-250.003l0,-187.511c0,-34.51 -27.976,-62.486 -62.485,-62.486" style="fill-rule:nonzero;"/><path d="M1537.51,468.511c-17.121,-0 -31,-13.879 -31,-31c0,-17.121 13.879,-31 31,-31c17.121,-0 31,13.879 31,31c0,17.121 -13.879,31 -31,31m-275.883,-218.509l-143.33,143.329c-24.402,24.402 -24.402,63.966 0,88.368c24.402,24.402 63.967,24.402 88.369,-0l143.33,-143.329l143.328,143.329c24.402,24.4 63.967,24.402 88.369,-0c24.403,-24.402 24.403,-63.966 0.001,-88.368l-143.33,-143.329l0.001,-0.004l143.329,-143.329c24.402,-24.402 24.402,-63.965 0,-88.367c-24.402,-24.402 -63.967,-24.402 -88.369,-0l-143.329,143.328l-143.329,-143.328c-24.402,-24.401 -63.967,-24.402 -88.369,-0c-24.402,24.402 -24.402,63.965 0,88.367l143.329,143.329l0,0.004Z" style="fill-rule:nonzero;"/><path d="M437.511,468.521c-17.121,-0 -31,-13.879 -31,-31c0,-17.121 13.879,-31 31,-31c17.121,-0 31,13.879 31,31c0,17.121 -13.879,31 -31,31m23.915,-463.762c-23.348,-9.672 -50.226,-4.327 -68.096,13.544l-143.331,143.329l-143.33,-143.329c-17.871,-17.871 -44.747,-23.216 -68.096,-13.544c-23.349,9.671 -38.574,32.455 -38.574,57.729l0,375.026c0,34.51 27.977,62.486 62.487,62.486c34.51,-0 62.486,-27.976 62.486,-62.486l0,-224.173l80.843,80.844c24.404,24.402 63.965,24.402 88.369,-0l80.843,-80.844l0,224.173c0,34.51 27.976,62.486 62.486,62.486c34.51,-0 62.486,-27.976 62.486,-62.486l0,-375.026c0,-25.274 -15.224,-48.058 -38.573,-57.729" style="fill-rule:nonzero;"/></g></svg>
\ No newline at end of file
diff --git a/mux/assets/service_checks.json b/mux/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/mux/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/mux/images/mux_metrics_1.png b/mux/images/mux_metrics_1.png
new file mode 100644
index 0000000000000..6fa40973b6294
Binary files /dev/null and b/mux/images/mux_metrics_1.png differ
diff --git a/mux/images/mux_metrics_2.png b/mux/images/mux_metrics_2.png
new file mode 100644
index 0000000000000..ced125df21148
Binary files /dev/null and b/mux/images/mux_metrics_2.png differ
diff --git a/mux/images/mux_metrics_3.png b/mux/images/mux_metrics_3.png
new file mode 100644
index 0000000000000..c62f95004d5b3
Binary files /dev/null and b/mux/images/mux_metrics_3.png differ
diff --git a/mux/images/mux_metrics_4.png b/mux/images/mux_metrics_4.png
new file mode 100644
index 0000000000000..b550dd6437ba0
Binary files /dev/null and b/mux/images/mux_metrics_4.png differ
diff --git a/mux/images/mux_metrics_5.png b/mux/images/mux_metrics_5.png
new file mode 100644
index 0000000000000..6f8a9376fbadb
Binary files /dev/null and b/mux/images/mux_metrics_5.png differ
diff --git a/mux/manifest.json b/mux/manifest.json
new file mode 100644
index 0000000000000..5210072ad0ace
--- /dev/null
+++ b/mux/manifest.json
@@ -0,0 +1,78 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "9c1e5a09-836f-49c8-bbb2-2dd7f86ad0de",
+  "app_id": "mux",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Monitor Mux video performance and metrics.",
+    "title": "Mux",
+    "media": [
+      {
+        "caption": "Mux - Metrics",
+        "image_url": "images/mux_metrics_1.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Mux - Metrics",
+        "image_url": "images/mux_metrics_2.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Mux - Metrics",
+        "image_url": "images/mux_metrics_3.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Mux - Metrics",
+        "image_url": "images/mux_metrics_4.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Mux - Metrics",
+        "image_url": "images/mux_metrics_5.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Metrics",
+      "Offering::Integration",
+      "Submitted Data Type::Metrics"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 26205496,
+      "source_type_name": "Mux",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "mux.",
+        "check": "mux.metric.views",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Mux - Metrics": "assets/dashboards/mux_metrics.json"
+    },
+    "monitors": {
+      "Anomaly Detected in Page Load Time": "assets/monitors/anomaly_detected_in_page_load_time.json",
+      "Playback Failure Percentage is higher than usual": "assets/monitors/playback_failure_percentage_is_higher_than_usual.json",
+      "Video Startup Failure Percentage is higher than usual": "assets/monitors/video_startup_failure_percentage_is_higher_than_usual.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/mux/metadata.csv b/mux/metadata.csv
new file mode 100644
index 0000000000000..0d4e5bc0507fa
--- /dev/null
+++ b/mux/metadata.csv
@@ -0,0 +1,29 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+mux.metric.aggregate_startup_time,gauge,,millisecond,,Total time taken for the video to start across all viewers.,1,mux,aggregate_startup_time,,
+mux.metric.downscale_percentage,gauge,,percent,,Percentage of time the video was downscaled to a lower resolution.,1,mux,downscale_percentage,,
+mux.metric.exits_before_video_start,gauge,,percent,,Percentage of users who exited before the video started playing.,1,mux,exits_before_video_start,,
+mux.metric.live_stream_latency,gauge,,millisecond,,Delay between the live stream broadcast and when viewers see it.,1,mux,live_stream_latency,,
+mux.metric.max_downscale_percentage,gauge,,percent,,Highest percentage of downscaled video during playback.,1,mux,max_downscale_percentage,,
+mux.metric.max_upscale_percentage,gauge,,percent,,Highest percentage of upscaled video during playback.,1,mux,max_upscale_percentage,,
+mux.metric.page_load_time,gauge,,millisecond,,Time it takes for the page hosting the video to load.,1,mux,page_load_time,,
+mux.metric.playback_business_exception_percentage,gauge,,percent,,Percentage of playback failures caused by business-related issues.,1,mux,playback_business_exception_percentage,,
+mux.metric.playback_failure_percentage,gauge,,percent,,Percentage of playback failures due to technical issues.,1,mux,playback_failure_percentage,,
+mux.metric.playback_success_score,gauge,,,,Score representing playback success score of the video.,1,mux,playback_success_score,,
+mux.metric.player_startup_time,gauge,,millisecond,,Time it takes for the video player to start playback.,1,mux,player_startup_time,,
+mux.metric.playing_time,gauge,,millisecond,,Total time viewers spent watching the video.,1,mux,playing_time,,
+mux.metric.rebuffer_count,gauge,,,,Total number of times the video buffered during playback.,1,mux,rebuffer_count,,
+mux.metric.rebuffer_duration,gauge,,millisecond,,Total duration of buffering during playback.,1,mux,rebuffer_duration,,
+mux.metric.rebuffer_frequency,gauge,,,minute,Frequency of buffering events per viewer.,1,mux,rebuffer_frequency,,
+mux.metric.rebuffer_percentage,gauge,,percent,,Percentage of time spent buffering during playback.,1,mux,rebuffer_percentage,,
+mux.metric.seek_latency,gauge,,millisecond,,Delay experienced when seeking to different parts of the video.,1,mux,seek_latency,,
+mux.metric.smoothness_score,gauge,,,,Score representing smoothness score of the video.,1,mux,smoothness_score,,
+mux.metric.startup_time_score,gauge,,,,Score representing how efficiently videos are starting.,1,mux,startup_time_score,,
+mux.metric.unique_viewers,gauge,,,,Number of unique viewers who watched the video.,1,mux,unique_viewers,,
+mux.metric.upscale_percentage,gauge,,percent,,Percentage of time the video was upscaled to a higher resolution.,1,mux,upscale_percentage,,
+mux.metric.video_quality_score,gauge,,,,Score representing overall video quality based on resolution and bitrate.,1,mux,video_quality_score,,
+mux.metric.video_startup_business_exception_percentage,gauge,,percent,,Percentage of video startup issues due to business-related exceptions.,1,mux,video_startup_business_exception_percentage,,
+mux.metric.video_startup_failure_percentage,gauge,,percent,,Percentage of video startup failures due to technical issues.,1,mux,video_startup_failure_percentage,,
+mux.metric.video_startup_time,gauge,,millisecond,,Time it takes for the video to start after a viewer initiates playback.,1,mux,video_startup_time,,
+mux.metric.viewer_experience_score,gauge,,,,Score representing the overall viewer experience based on key metrics.,1,mux,viewer_experience_score,,
+mux.metric.views,gauge,,,,Total number of views for the video.,1,mux,views,,
+mux.metric.weighted_average_bitrate,gauge,,bit,second,"Average bitrate of video playback, weighted by viewer experience.",1,mux,weighted_average_bitrate,,
diff --git a/mysql/CHANGELOG.md b/mysql/CHANGELOG.md
index 94408ac6cce20..b9be0956d0102 100644
--- a/mysql/CHANGELOG.md
+++ b/mysql/CHANGELOG.md
@@ -2,7 +2,52 @@
 
 <!-- towncrier release notes start -->
 
-## 13.0.0 / 2024-10-01
+## 14.4.0 / 2024-12-26
+
+***Added***:
+
+* Add `mysql.performance.performance_schema_digest_lost`, the number of digest instances that could not be instrumented in the `events_statements_summary_by_digest` table. ([#19121](https://github.com/DataDog/integrations-core/pull/19121))
+
+## 14.3.0 / 2024-11-28
+
+***Added***:
+
+* Added the `dbms_flavor` tag to MySQL integration metrics and events to identify the database type. This tag indicates whether the database is MySQL or MariaDB. ([#18950](https://github.com/DataDog/integrations-core/pull/18950))
+* Submit database_hostname with database instance and metrics for MySQL, Postgres, and SQLServer ([#18969](https://github.com/DataDog/integrations-core/pull/18969))
+
+## 14.2.0 / 2024-11-06 / Agent 7.60.0
+
+***Added***:
+
+* Include port as part of database instance metadata for MySQL and Postgres ([#18966](https://github.com/DataDog/integrations-core/pull/18966))
+
+## 14.1.0 / 2024-10-31
+
+***Added***:
+
+* [dbm] add service from integration configuration to dbm event payload ([#18846](https://github.com/DataDog/integrations-core/pull/18846))
+
+***Fixed***:
+
+* Fixed an incorrect warning when binary logs were disabled ([#18785](https://github.com/DataDog/integrations-core/pull/18785))
+* Fix `mysql.innodb.mem_total` metric parsing from INNODB STATUS for MySQL version 5.7 and above. ([#18885](https://github.com/DataDog/integrations-core/pull/18885))
+* Fixes missing innodb metrics collected from `SHOW ENGINE INNODB STATUS` output.
+  - `mysql.innodb.history_list_length` for MySQL 5.6
+  - `mysq..innodb.pending_log_writes` for MySQL 5.7
+  - `mysql.innodb.pending_checkpoint_writes` for MySQL 5.7 ([#18904](https://github.com/DataDog/integrations-core/pull/18904))
+
+## 14.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Update the `propagate_agent_tags` setting. When set to `true`, the tags from the agent host are now added to the check's tags for all instances. ([#18400](https://github.com/DataDog/integrations-core/pull/18400))
+
+***Fixed***:
+
+* Fix a bug in MySQL 8.4 where `SHOW MASTER STATUS` would fail ([#18571](https://github.com/DataDog/integrations-core/pull/18571))
+
+## 13.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -12,6 +57,10 @@
 
 * Bump version of cryptography to 43.0.1 to address vulnerability ([#18656](https://github.com/DataDog/integrations-core/pull/18656))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 12.8.0 / 2024-09-05
 
 ***Added***:
@@ -28,7 +77,7 @@
 
 * Adding databases (schemas) data collection to MySQL
   These data include information about the tables, their columns, indexes, foreign keys, and partitions. ([#17916](https://github.com/DataDog/integrations-core/pull/17916))
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ***Fixed***:
 
diff --git a/mysql/assets/configuration/spec.yaml b/mysql/assets/configuration/spec.yaml
index ce50bc273edf2..59a33bb48ba38 100644
--- a/mysql/assets/configuration/spec.yaml
+++ b/mysql/assets/configuration/spec.yaml
@@ -423,6 +423,16 @@ files:
                 value:
                   type: number
                   example: 10
+              - name: only_query_recent_statements
+                description: |
+                  Enable querying only for statements that have been run since last collection. This may improve agent
+                  performance and reduce database load. Enabling this option should not alter the total number of query
+                  metrics available.
+                value:
+                  type: boolean
+                  example: false
+                  display_default: false
+
           - name: query_samples
             description: Configure collection of query samples
             options:
@@ -665,6 +675,8 @@ files:
                 description: |
                   Set to `false` to disable the collection of comments in your SQL statements.
                   Requires `collect_metadata: true`.
+                  Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+                  See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
                 value:
                   type: boolean
                   example: true
diff --git a/mysql/changelog.d/18207.added b/mysql/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/mysql/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/mysql/changelog.d/18400.added b/mysql/changelog.d/18400.added
deleted file mode 100644
index b6a149a4552ac..0000000000000
--- a/mysql/changelog.d/18400.added
+++ /dev/null
@@ -1 +0,0 @@
-Update the propagate_agent_tags setting. When set to `true`, the tags from the agent host are now added to the check's tags for all instances.
diff --git a/mysql/changelog.d/18571.fixed b/mysql/changelog.d/18571.fixed
deleted file mode 100644
index 3cb9490939b9a..0000000000000
--- a/mysql/changelog.d/18571.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Fixed a bug in MySQL 8.4 where `SHOW MASTER STATUS` would fail
diff --git a/mysql/changelog.d/18580.removed b/mysql/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/mysql/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/mysql/changelog.d/19321.added b/mysql/changelog.d/19321.added
new file mode 100644
index 0000000000000..8028d368698a5
--- /dev/null
+++ b/mysql/changelog.d/19321.added
@@ -0,0 +1 @@
+Added an optional optimization to MySQL statement metrics collection to only query for queries that have run since the last check collection.
\ No newline at end of file
diff --git a/mysql/datadog_checks/mysql/__about__.py b/mysql/datadog_checks/mysql/__about__.py
index ccf684876c143..e3db75fa3d1e7 100644
--- a/mysql/datadog_checks/mysql/__about__.py
+++ b/mysql/datadog_checks/mysql/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "13.0.0"
+__version__ = "14.4.0"
diff --git a/mysql/datadog_checks/mysql/activity.py b/mysql/datadog_checks/mysql/activity.py
index a1376dc3326eb..ac8524700de7a 100644
--- a/mysql/datadog_checks/mysql/activity.py
+++ b/mysql/datadog_checks/mysql/activity.py
@@ -265,6 +265,7 @@ def _create_activity_event(self, active_sessions, tags):
             "ddtags": tags,
             "timestamp": time.time() * 1000,
             "cloud_metadata": self._config.cloud_metadata,
+            'service': self._config.service,
             "mysql_activity": active_sessions,
         }
 
diff --git a/mysql/datadog_checks/mysql/config.py b/mysql/datadog_checks/mysql/config.py
index 1d4c69f35c8ef..0f5c695a5a751 100644
--- a/mysql/datadog_checks/mysql/config.py
+++ b/mysql/datadog_checks/mysql/config.py
@@ -96,6 +96,7 @@ def __init__(self, instance, init_config):
         self.log_unobfuscated_queries = is_affirmative(instance.get('log_unobfuscated_queries', False))
         self.log_unobfuscated_plans = is_affirmative(instance.get('log_unobfuscated_plans', False))
         self.database_instance_collection_interval = instance.get('database_instance_collection_interval', 300)
+        self.service = instance.get('service') or init_config.get('service') or ''
         self.configuration_checks()
 
     def _build_tags(self, custom_tags, propagate_agent_tags):
diff --git a/mysql/datadog_checks/mysql/config_models/instance.py b/mysql/datadog_checks/mysql/config_models/instance.py
index 9df8ed457cf07..25f9286111ff7 100644
--- a/mysql/datadog_checks/mysql/config_models/instance.py
+++ b/mysql/datadog_checks/mysql/config_models/instance.py
@@ -131,6 +131,7 @@ class QueryMetrics(BaseModel):
     )
     collection_interval: Optional[float] = None
     enabled: Optional[bool] = None
+    only_query_recent_statements: Optional[bool] = None
 
 
 class QuerySamples(BaseModel):
diff --git a/mysql/datadog_checks/mysql/const.py b/mysql/datadog_checks/mysql/const.py
index fc2cb7d1f2e48..d69dc33dae014 100644
--- a/mysql/datadog_checks/mysql/const.py
+++ b/mysql/datadog_checks/mysql/const.py
@@ -39,6 +39,8 @@
     # Table Cache Metrics
     'Open_files': ('mysql.performance.open_files', GAUGE),
     'Open_tables': ('mysql.performance.open_tables', GAUGE),
+    # Performance schema metrics
+    'Performance_schema_digest_lost': ('mysql.performance.performance_schema_digest_lost', GAUGE),
     # Network Metrics
     'Bytes_sent': ('mysql.performance.bytes_sent', RATE),
     'Bytes_received': ('mysql.performance.bytes_received', RATE),
diff --git a/mysql/datadog_checks/mysql/data/conf.yaml.example b/mysql/datadog_checks/mysql/data/conf.yaml.example
index 3dbf966831e81..7e48cfcd0fad6 100644
--- a/mysql/datadog_checks/mysql/data/conf.yaml.example
+++ b/mysql/datadog_checks/mysql/data/conf.yaml.example
@@ -395,6 +395,13 @@ instances:
         #
         # collection_interval: 10
 
+        ## @param only_query_recent_statements - boolean - optional - default: false
+        ## Enable querying only for statements that have been run since last collection. This may improve agent
+        ## performance and reduce database load. Enabling this option should not alter the total number of query
+        ## metrics available.
+        #
+        # only_query_recent_statements: false
+
     ## Configure collection of query samples
     #
     # query_samples:
@@ -609,6 +616,8 @@ instances:
         ## @param collect_comments - boolean - optional - default: true
         ## Set to `false` to disable the collection of comments in your SQL statements.
         ## Requires `collect_metadata: true`.
+        ## Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+        ## See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
         #
         # collect_comments: true
 
diff --git a/mysql/datadog_checks/mysql/innodb_metrics.py b/mysql/datadog_checks/mysql/innodb_metrics.py
index b33bcc3868ae1..787e047b63cb7 100644
--- a/mysql/datadog_checks/mysql/innodb_metrics.py
+++ b/mysql/datadog_checks/mysql/innodb_metrics.py
@@ -79,6 +79,7 @@ def get_stats_from_innodb_status(self, db):
 
             # SEMAPHORES
             if line.find('Mutex spin waits') == 0:
+                # MySQL 5.6 & 5.7 only
                 # Mutex spin waits 79626940, rounds 157459864, OS waits 698719
                 # Mutex spin waits 0, rounds 247280272495, OS waits 316513438
                 results['Innodb_mutex_spin_waits'] = int(row[3])
@@ -116,8 +117,13 @@ def get_stats_from_innodb_status(self, db):
                 # Trx id counter 861B144C
                 txn_seen = True
             elif line.find('History list length') == 0:
+                # MySQL 5.7 and above
                 # History list length 132
                 results['Innodb_history_list_length'] = int(row[3])
+            elif line.find('idle History list length') == 0:
+                # MySQL 5.6 only
+                # idle History list length 123
+                results['Innodb_history_list_length'] += int(row[4])
             elif txn_seen and line.find('---TRANSACTION') == 0:
                 # ---TRANSACTION 0, not started, process no 13510, OS thread id 1170446656
                 results['Innodb_current_transactions'] += 1
@@ -257,9 +263,15 @@ def get_stats_from_innodb_status(self, db):
                 # syncs, 2980893 checkpoints
                 results['Innodb_log_writes'] = int(row[0])
             elif line.find(" pending log writes, ") > 0:
+                # MySQL 5.6 only
                 # 0 pending log writes, 0 pending chkp writes
                 results['Innodb_pending_log_writes'] = int(row[0])
                 results['Innodb_pending_checkpoint_writes'] = int(row[4])
+            elif line.find(" pending log flushes, ") > 0:
+                # MySQL 5.7 only
+                # 0 pending log flushes, 0 pending chkp writes
+                results['Innodb_pending_log_writes'] = int(row[0])
+                results['Innodb_pending_checkpoint_writes'] = int(row[4])
             elif line.find("Log sequence number") == 0:
                 # This number is NOT printed in hex in InnoDB plugin.
                 # Log sequence number 272588624
@@ -277,7 +289,12 @@ def get_stats_from_innodb_status(self, db):
                 # Total memory allocated 29642194944; in additional pool allocated 0
                 # Total memory allocated by read views 96
                 results['Innodb_mem_total'] = int(row[3])
+                # Additional pool is deprecated in MySQL 5.6 and removed in 5.7
                 results['Innodb_mem_additional_pool'] = int(row[8])
+            elif line.find("Total large memory allocated") == 0:
+                # For MySQL 5.7 and above
+                # Total large memory allocated 754974720
+                results['Innodb_mem_total'] = int(row[4])
             elif line.find('Adaptive hash index ') == 0:
                 #   Adaptive hash index 1538240664     (186998824 + 1351241840)
                 results['Innodb_mem_adaptive_hash'] = int(row[3])
diff --git a/mysql/datadog_checks/mysql/mysql.py b/mysql/datadog_checks/mysql/mysql.py
index de45c43013417..23f571a09368a 100644
--- a/mysql/datadog_checks/mysql/mysql.py
+++ b/mysql/datadog_checks/mysql/mysql.py
@@ -109,6 +109,7 @@ def __init__(self, name, init_config, instances):
         self.is_mariadb = None
         self._resolved_hostname = None
         self._agent_hostname = None
+        self._database_hostname = None
         self._is_aurora = None
         self._config = MySQLConfig(self.instance, init_config)
         self.tags = self._config.tags
@@ -170,7 +171,16 @@ def agent_hostname(self):
             self._agent_hostname = datadog_agent.get_hostname()
         return self._agent_hostname
 
+    @property
+    def database_hostname(self):
+        # type: () -> str
+        if self._database_hostname is None:
+            self._database_hostname = self.resolve_db_host()
+        return self._database_hostname
+
     def set_resource_tags(self):
+        self.tags.append("database_hostname:{}".format(self.database_hostname))
+
         if self.cloud_metadata.get("gcp") is not None:
             self.tags.append(
                 "dd.internal.resource:gcp_sql_database_instance:{}:{}".format(
@@ -202,6 +212,12 @@ def set_resource_tags(self):
             )
         )
 
+    def set_version_tags(self):
+        if not self.version or not self.version.flavor:
+            return
+
+        self.tags.append('dbms_flavor:{}'.format(self.version.flavor.lower()))
+
     def _check_database_configuration(self, db):
         self._check_performance_schema_enabled(db)
         self._check_events_wait_current_enabled(db)
@@ -274,7 +290,6 @@ def check(self, _):
         if self.instance.get('pass'):
             self._log_deprecation('_config_renamed', 'pass', 'password')
 
-        tags = list(self.tags)
         self._set_qcache_stats()
         try:
             with self._connect() as db:
@@ -283,11 +298,12 @@ def check(self, _):
                 # Update tag set with relevant information
                 if self._get_is_aurora(db):
                     aurora_tags = self._get_runtime_aurora_tags(db)
-                    self.tags = tags + aurora_tags
+                    self.tags = list(set(self.tags) | set(aurora_tags))
                     self._non_internal_tags = self._set_database_instance_tags(aurora_tags)
 
                 # version collection
                 self.version = get_version(db)
+                self.set_version_tags()
                 self._send_metadata()
                 self._send_database_instance_metadata()
 
@@ -299,6 +315,7 @@ def check(self, _):
                     self.check_userstat_enabled(db)
 
                 # Metric collection
+                tags = copy.deepcopy(self.tags)
                 if not self._config.only_custom_queries:
                     self._collect_metrics(db, tags=tags)
                     self._collect_system_metrics(self._config.host, db, tags)
@@ -676,7 +693,7 @@ def _collect_group_replica_metrics(self, db, results):
                 self.service_check(
                     self.GROUP_REPLICATION_SERVICE_CHECK_NAME,
                     status=status,
-                    tags=self._service_check_tags() + additional_tags,
+                    tags=self.service_check_tags + additional_tags,
                 )
 
                 metrics_to_fetch = SQL_GROUP_REPLICATION_METRICS_8_0_2 if above_802 else SQL_GROUP_REPLICATION_METRICS
@@ -1079,7 +1096,10 @@ def _get_replica_stats(self, db, is_mariadb, replication_channel):
                 if binlog_results:
                     replica_results.update({'Binlog_enabled': True})
         except (pymysql.err.InternalError, pymysql.err.OperationalError) as e:
-            self.warning("Privileges error getting binlog information (must grant REPLICATION CLIENT): %s", e)
+            if "You are not using binary logging" in str(e):
+                replica_results.update({'Binlog_enabled': False})
+            else:
+                self.warning("Privileges error getting binlog information (must grant REPLICATION CLIENT): %s", e)
 
         return replica_results
 
@@ -1292,6 +1312,8 @@ def _send_database_instance_metadata(self):
         if self.resolved_hostname not in self._database_instance_emitted:
             event = {
                 "host": self.resolved_hostname,
+                "port": self._config.port,
+                "database_hostname": self.database_hostname,
                 "agent_version": datadog_agent.get_version(),
                 "dbms": "mysql",
                 "kind": "database_instance",
diff --git a/mysql/datadog_checks/mysql/statement_samples.py b/mysql/datadog_checks/mysql/statement_samples.py
index e0a925295bddb..c00c1f00e3b48 100644
--- a/mysql/datadog_checks/mysql/statement_samples.py
+++ b/mysql/datadog_checks/mysql/statement_samples.py
@@ -454,6 +454,7 @@ def _collect_plan_for_statement(self, row):
                     }
                 },
                 "cloud_metadata": self._config.cloud_metadata,
+                'service': self._config.service,
                 "db": {
                     "instance": row['current_schema'],
                     "plan": {
diff --git a/mysql/datadog_checks/mysql/statements.py b/mysql/datadog_checks/mysql/statements.py
index 8c086cc0deb91..7c6e56594dd65 100644
--- a/mysql/datadog_checks/mysql/statements.py
+++ b/mysql/datadog_checks/mysql/statements.py
@@ -85,12 +85,19 @@ def __init__(self, check, config, connection_args):
         self.log = get_check_logger()
         self._state = StatementMetrics()
         self._obfuscate_options = to_native_string(json.dumps(self._config.obfuscator_options))
+        # last_seen: the last query execution time seen by the check
+        # This is used to limit the queries to fetch from the performance schema to only the new ones
+        self._last_seen = '1970-01-01'
         # full_statement_text_cache: limit the ingestion rate of full statement text events per query_signature
         self._full_statement_text_cache = TTLCache(
             maxsize=self._config.full_statement_text_cache_max_size,
             ttl=60 * 60 / self._config.full_statement_text_samples_per_hour_per_query,
         )  # type: TTLCache
 
+        # statement_rows: cache of all rows for each digest, keyed by (schema_name, query_signature)
+        # This is used to cache the metrics for queries that have the same query_signature but different digests
+        self._statement_rows = {}  # type: Dict[(str, str), Dict[str, PyMysqlRow]]
+
     def _get_db_connection(self):
         """
         lazy reconnect db
@@ -111,7 +118,14 @@ def _close_db_conn(self):
                 self._db = None
 
     def run_job(self):
+        start = time.time()
         self.collect_per_statement_metrics()
+        self._check.gauge(
+            "dd.mysql.statement_metrics.collect_metrics.elapsed_ms",
+            (time.time() - start) * 1000,
+            tags=self._check.tags + self._check._get_debug_tags(),
+            hostname=self._check.resolved_hostname,
+        )
 
     @tracked_method(agent_check_getter=attrgetter('_check'))
     def collect_per_statement_metrics(self):
@@ -134,12 +148,14 @@ def collect_per_statement_metrics(self):
             )
             return
 
-        rows = self._collect_per_statement_metrics()
-        if not rows:
-            return
         # Omit internal tags for dbm payloads since those are only relevant to metrics processed directly
         # by the agent
         tags = [t for t in self._tags if not t.startswith('dd.internal')]
+
+        rows = self._collect_per_statement_metrics(tags)
+        if not rows:
+            # No rows to process, can skip the rest of the payload generation and avoid an empty payload
+            return
         for event in self._rows_to_fqt_events(rows, tags):
             self._check.database_monitoring_query_sample(json.dumps(event, default=default_json_event_encoding))
         payload = {
@@ -152,23 +168,49 @@ def collect_per_statement_metrics(self):
             'min_collection_interval': self._metric_collection_interval,
             'tags': tags,
             'cloud_metadata': self._config.cloud_metadata,
+            'service': self._config.service,
             'mysql_rows': rows,
         }
         self._check.database_monitoring_query_metrics(json.dumps(payload, default=default_json_event_encoding))
-        self._check.count(
+        self._check.gauge(
             "dd.mysql.collect_per_statement_metrics.rows",
             len(rows),
             tags=tags + self._check._get_debug_tags(),
             hostname=self._check.resolved_hostname,
         )
 
-    def _collect_per_statement_metrics(self):
-        # type: () -> List[PyMysqlRow]
+    def _collect_per_statement_metrics(self, tags):
+        # type: (List[str]) -> List[PyMysqlRow]
+
+        self._get_statement_count(tags)
+
         monotonic_rows = self._query_summary_per_statement()
+        self._check.gauge(
+            "dd.mysql.statement_metrics.query_rows",
+            len(monotonic_rows),
+            tags=tags + self._check._get_debug_tags(),
+            hostname=self._check.resolved_hostname,
+        )
+
+        monotonic_rows = self._filter_query_rows(monotonic_rows)
         monotonic_rows = self._normalize_queries(monotonic_rows)
+        monotonic_rows = self._add_associated_rows(monotonic_rows)
         rows = self._state.compute_derivative_rows(monotonic_rows, METRICS_COLUMNS, key=_row_key)
         return rows
 
+    def _get_statement_count(self, tags):
+        with closing(self._get_db_connection().cursor(CommenterDictCursor)) as cursor:
+            cursor.execute("SELECT count(*) AS count from performance_schema.events_statements_summary_by_digest")
+
+            rows = cursor.fetchall() or []  # type: ignore
+            if rows:
+                self._check.gauge(
+                    "dd.mysql.statement_metrics.events_statements_summary_by_digest.total_rows",
+                    rows[0]['count'],
+                    tags=tags + self._check._get_debug_tags(),
+                    hostname=self._check.resolved_hostname,
+                )
+
     def _query_summary_per_statement(self):
         # type: () -> List[PyMysqlRow]
         """
@@ -177,6 +219,14 @@ def _query_summary_per_statement(self):
         values to get the counts for the elapsed period. This is similar to monotonic_count, but
         several fields must be further processed from the delta values.
         """
+        only_query_recent_statements = self._config.statement_metrics_config.get('only_query_recent_statements', False)
+        condition = (
+            "WHERE `last_seen` >= %s"
+            if only_query_recent_statements
+            else """WHERE `digest_text` NOT LIKE 'EXPLAIN %' OR `digest_text` IS NULL
+            ORDER BY `count_star` DESC
+            LIMIT 10000"""
+        )
 
         sql_statement_summary = """\
             SELECT `schema_name`,
@@ -192,19 +242,34 @@ def _query_summary_per_statement(self):
                    `sum_select_scan`,
                    `sum_select_full_join`,
                    `sum_no_index_used`,
-                   `sum_no_good_index_used`
+                   `sum_no_good_index_used`,
+                   `last_seen`
             FROM performance_schema.events_statements_summary_by_digest
-            WHERE `digest_text` NOT LIKE 'EXPLAIN %' OR `digest_text` IS NULL
-            ORDER BY `count_star` DESC
-            LIMIT 10000"""
+            {}
+            """.format(
+            condition
+        )
 
         with closing(self._get_db_connection().cursor(CommenterDictCursor)) as cursor:
-            cursor.execute(sql_statement_summary)
+            args = [self._last_seen] if only_query_recent_statements else None
+            cursor.execute(sql_statement_summary, args)
 
             rows = cursor.fetchall() or []  # type: ignore
 
+        if rows:
+            self._last_seen = max(row['last_seen'] for row in rows)
+
         return rows
 
+    def _filter_query_rows(self, rows):
+        # type: (List[PyMysqlRow]) -> List[PyMysqlRow]
+        """
+        Filter out rows that are EXPLAIN statements
+        """
+        return [
+            row for row in rows if row['digest_text'] is None or not row['digest_text'].lower().startswith('explain')
+        ]
+
     def _normalize_queries(self, rows):
         normalized_rows = []
         for row in rows:
@@ -226,6 +291,23 @@ def _normalize_queries(self, rows):
 
         return normalized_rows
 
+    def _add_associated_rows(self, rows):
+        """
+        If two or more statements with different digests have the same query_signature, they are considered the same
+        Because only one digest statement may be updated, we cache all the rows for each digest,
+        update with any new rows and then return all the rows for all the query_signatures.
+
+        We return all rows to guard against the case where a signature wasn't collected on the immediately previous run
+        but was present on runs before that.
+        """
+        for row in rows:
+            key = (row['schema_name'], row['query_signature'])
+            if key not in self._statement_rows:
+                self._statement_rows[key] = {}
+            self._statement_rows[key][row['digest']] = row
+
+        return [row for statement_row in self._statement_rows.values() for row in statement_row.values()]
+
     def _rows_to_fqt_events(self, rows, tags):
         for row in rows:
             query_cache_key = _row_key(row)
@@ -240,6 +322,7 @@ def _rows_to_fqt_events(self, rows, tags):
                 "ddsource": "mysql",
                 "ddtags": ",".join(row_tags),
                 "dbm_type": "fqt",
+                'service': self._config.service,
                 "db": {
                     "instance": row['schema_name'],
                     "query_signature": row['query_signature'],
diff --git a/mysql/metadata.csv b/mysql/metadata.csv
index 8e127060c3b36..604d18414b7f1 100644
--- a/mysql/metadata.csv
+++ b/mysql/metadata.csv
@@ -75,16 +75,16 @@ mysql.innodb.lsn_current,gauge,,,,Log sequence number as shown in the LOG sectio
 mysql.innodb.lsn_flushed,gauge,,,,Flushed up to log sequence number as shown in the LOG section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb lsn_flushed,
 mysql.innodb.lsn_last_checkpoint,gauge,,,,Log sequence number last checkpoint as shown in the LOG section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb lsn_last_checkpoint,
 mysql.innodb.mem_adaptive_hash,gauge,,byte,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem_adaptive_hash,
-mysql.innodb.mem_additional_pool,gauge,,byte,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem_additional_total,
+mysql.innodb.mem_additional_pool,gauge,,byte,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output. Only available in MySQL 5.6.,0,mysql,mysql innodb mem_additional_total,
 mysql.innodb.mem_dictionary,gauge,,byte,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem_dictionary,
 mysql.innodb.mem_file_system,gauge,,,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem filesystem,
 mysql.innodb.mem_lock_system,gauge,,,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem locksystem,
 mysql.innodb.mem_page_hash,gauge,,,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem page hash,
 mysql.innodb.mem_recovery_system,gauge,,,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem recovery system,
 mysql.innodb.mem_total,gauge,,byte,,As shown in the BUFFER POOL AND MEMORY section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb mem_total,memory
-mysql.innodb.mutex_os_waits,gauge,,event,second,The rate of mutex OS waits.,0,mysql,mutex os waits,
-mysql.innodb.mutex_spin_rounds,gauge,,event,second,The rate of mutex spin rounds.,0,mysql,mutex spin rounds,
-mysql.innodb.mutex_spin_waits,gauge,,event,second,The rate of mutex spin waits.,0,mysql,mutex spin waits,
+mysql.innodb.mutex_os_waits,gauge,,event,second,The rate of mutex OS waits. Only available in MySQL 5.6 and 5.7.,0,mysql,mysql innodb mutex os waits,
+mysql.innodb.mutex_spin_rounds,gauge,,event,second,The rate of mutex spin rounds. Only available in MySQL 5.6 and 5.7.,0,mysql,mutex spin rounds,
+mysql.innodb.mutex_spin_waits,gauge,,event,second,The rate of mutex spin waits. Only available in MySQL 5.6 and 5.7.,0,mysql,mutex spin waits,
 mysql.innodb.os_file_fsyncs,gauge,,operation,,(Delta) The total number of fsync() operations performed by InnoDB.,0,mysql,mysql innodb os file fsyncs,
 mysql.innodb.os_file_reads,gauge,,operation,,(Delta) The total number of files reads performed by read threads within InnoDB.,0,mysql,mysql innodb os file reads,
 mysql.innodb.os_file_writes,gauge,,operation,,(Delta) The total number of file writes performed by write threads within InnoDB.,0,mysql,mysql innodb os file writes,
@@ -100,15 +100,15 @@ mysql.innodb.pending_aio_sync_ios,gauge,,,,As shown in the FILE I/O section of t
 mysql.innodb.pending_buffer_pool_flushes,gauge,,flush,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb buffer flushes,
 mysql.innodb.pending_checkpoint_writes,gauge,,,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,,
 mysql.innodb.pending_ibuf_aio_reads,gauge,,,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb aio reads,
-mysql.innodb.pending_log_flushes,gauge,,flush,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb log flush,
-mysql.innodb.pending_log_writes,gauge,,write,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb log write,
+mysql.innodb.pending_log_flushes,gauge,,flush,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output. Only available in MySQL 5.6 and 5.7.,0,mysql,mysql innodb log flush,
+mysql.innodb.pending_log_writes,gauge,,write,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output. Only available in MySQL 5.6 and 5.7.,0,mysql,mysql innodb log write,
 mysql.innodb.pending_normal_aio_reads,gauge,,read,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb aio read,
 mysql.innodb.pending_normal_aio_writes,gauge,,write,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql aio write,
 mysql.innodb.queries_inside,gauge,,query,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb queries inside,
 mysql.innodb.queries_queued,gauge,,query,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb queries queued,
 mysql.innodb.read_views,gauge,,,,As shown in the FILE I/O section of the SHOW ENGINE INNODB STATUS output.,0,mysql,mysql innodb read views,
 mysql.innodb.row_lock_current_waits,gauge,,,,The number of row locks currently being waited for by operations on InnoDB tables.,0,mysql,mysql innodb row_lock_current_waits,
-mysql.innodb.row_lock_time,gauge,,fraction,,Fraction of time spent (ms/s) acquiring row locks.,-1,mysql,row lock time,
+mysql.innodb.row_lock_time,gauge,,millisecond,,The time spent acquiring row locks.,-1,mysql,row lock time,
 mysql.innodb.row_lock_waits,gauge,,event,second,The number of times per second a row lock had to be waited for.,0,mysql,innodb row lock waits,
 mysql.innodb.rows_deleted,gauge,,row,second,Number of rows deleted from InnoDB tables.,0,mysql,mysql innodb rows_deleted,
 mysql.innodb.rows_inserted,gauge,,row,second,Number of rows inserted into InnoDB tables.,0,mysql,mysql innodb rows_inserted,
@@ -170,6 +170,7 @@ mysql.performance.max_prepared_stmt_count,gauge,,,,The maximum allowed prepared
 mysql.performance.open_files,gauge,,file,,The number of open files.,0,mysql,open files,
 mysql.performance.open_tables,gauge,,table,,The number of of tables that are open.,0,mysql,open tables,
 mysql.performance.opened_tables,gauge,,table,second,"The number of tables that have been opened. If `opened_tables` is big, your `table_open_cache` value is probably too small.",0,mysql,mysql performance opened_tables,
+mysql.performance.performance_schema_digest_lost,gauge,,,,The number of digest instances that could not be instrumented in the events_statements_summary_by_digest table. This can be nonzero if the value of performance_schema_digests_size is too small.,0,mysql,mysql performance performance schema digest lost,
 mysql.performance.prepared_stmt_count,gauge,,query,second,The current number of prepared statements.,0,mysql,current prepared statements,
 mysql.performance.qcache.utilization,gauge,,fraction,,Fraction of the query cache memory currently being used.,0,mysql,mysql performance qcache utilization,
 mysql.performance.qcache_free_blocks,gauge,,block,,The number of free memory blocks in the query cache.,0,mysql,mysql performance qcache_free_blocks,
diff --git a/mysql/tests/fixtures/innodb_status_mariadb_1011.txt b/mysql/tests/fixtures/innodb_status_mariadb_1011.txt
new file mode 100644
index 0000000000000..68a6c2d653ffe
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mariadb_1011.txt
@@ -0,0 +1,996 @@
+
+=====================================
+2024-10-23 17:51:16 0x74cac80d3640 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 5 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 0 srv_active, 0 srv_shutdown, 10600 srv_idle
+srv_master_thread log flush and writes: 10600
+----------
+SEMAPHORES
+----------
+------------------------
+LATEST DETECTED DEADLOCK
+------------------------
+2024-10-23 17:37:41 0x74ca9edb4640
+*** (1) TRANSACTION:
+TRANSACTION (0x74cac8432380), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+LOCK WAIT 163 lock struct(s), heap size 24696, 546 row lock(s)
+MariaDB thread id 3440, OS thread handle 128413597386304, query id 194431315 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000002e4340dd707a0a3d-03c8c1aab91918d9-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 15), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 15 LIMIT 1), 'started') /* num='42' */
+*** WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 9 page no 4 n bits 232 index PRIMARY of table `dbmorders`.`order_item` trx id 0 lock mode S locks rec but not gap waiting
+Record lock, heap no 56 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000037; asc        7;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000006ce9; asc       l ;;
+ 4: len 30; hex 37643037353465362d303366392d346335652d386538312d643163653636; asc 7d0754e6-03f9-4c5e-8e81-d1ce66; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+*** CONFLICTING WITH:
+RECORD LOCKS space id 9 page no 4 n bits 320 index PRIMARY of table `dbmorders`.`order_item` trx id 1507141 lock_mode X
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000001; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000002ada; asc       * ;;
+ 4: len 30; hex 31316530633330342d666636622d343535642d396539612d636238336439; asc 11e0c304-ff6b-455d-9e9a-cb83d9; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 3 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000002; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000001878; asc        x;;
+ 4: len 30; hex 35303166656531382d393838342d343133392d383232632d303262626336; asc 501fee18-9884-4139-822c-02bbc6; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 4 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000003; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000005499; asc       T ;;
+ 4: len 30; hex 35373939666633622d316231612d343166632d616135632d646462306665; asc 5799ff3b-1b1a-41fc-aa5c-ddb0fe; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 5 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000004; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000008b76; asc        v;;
+ 4: len 30; hex 34316439336238382d646439362d346430652d393864612d386537306361; asc 41d93b88-dd96-4d0e-98da-8e70ca; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 6 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000005; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000008bc9; asc         ;;
+ 4: len 30; hex 62346434326164372d623564322d346465372d393935312d326538356261; asc b4d42ad7-b5d2-4de7-9951-2e85ba; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 7 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000006; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000004ee6; asc       N ;;
+ 4: len 30; hex 30646230643466332d373732622d343266362d396335302d653037313639; asc 0db0d4f3-772b-42f6-9c50-e07169; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 8 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000007; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000008385; asc         ;;
+ 4: len 30; hex 39633039373534312d643936362d343031652d623962632d353835363033; asc 9c097541-d966-401e-b9bc-585603; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 9 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000008; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000ad63; asc        c;;
+ 4: len 30; hex 65663661326339322d323038352d343662322d383032382d666639383564; asc ef6a2c92-2085-46b2-8028-ff985d; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 10 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000009; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000ba1d; asc         ;;
+ 4: len 30; hex 66326463363861372d316630392d343762622d623664662d643863363865; asc f2dc68a7-1f09-47bb-b6df-d8c68e; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 11 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000a; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000007976; asc       yv;;
+ 4: len 30; hex 64636431333038652d343236662d343366362d393439662d653933323664; asc dcd1308e-426f-43f6-949f-e9326d; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 12 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000b; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000bc63; asc        c;;
+ 4: len 30; hex 62383036633030312d383832342d343034382d396232302d333338363234; asc b806c001-8824-4048-9b20-338624; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 13 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000c; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000069ff; asc       i ;;
+ 4: len 30; hex 33343637336535372d316639352d343536612d626634332d656338313934; asc 34673e57-1f95-456a-bf43-ec8194; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 14 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000d; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000698f; asc       i ;;
+ 4: len 30; hex 66366537336130642d653030652d346232652d383536302d643962633237; asc f6e73a0d-e00e-4b2e-8560-d9bc27; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 15 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000e; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000001c6b; asc        k;;
+ 4: len 30; hex 38326236333066342d623665622d343232322d626130632d666565356334; asc 82b630f4-b6eb-4222-ba0c-fee5c4; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 16 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000000f; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000065e2; asc       e ;;
+ 4: len 30; hex 66353265623961352d323261632d346430342d393732642d333266333035; asc f52eb9a5-22ac-4d04-972d-32f305; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 17 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000010; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000ba08; asc         ;;
+ 4: len 30; hex 61373333633964342d346161662d343461302d613561352d383963626665; asc a733c9d4-4aaf-44a0-a5a5-89cbfe; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 18 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000011; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000a1f0; asc         ;;
+ 4: len 30; hex 61316665623531652d376239332d346637612d386237372d346231323463; asc a1feb51e-7b93-4f7a-8b77-4b124c; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 19 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000012; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000805f; asc        _;;
+ 4: len 30; hex 65346162366163352d636533352d343164662d383664342d613334353230; asc e4ab6ac5-ce35-41df-86d4-a34520; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 20 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000013; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000bc72; asc        r;;
+ 4: len 30; hex 36336266626638332d653239302d346666372d623265352d626563363763; asc 63bfbf83-e290-4ff7-b2e5-bec67c; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 21 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000014; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000009e48; asc        H;;
+ 4: len 30; hex 66343932393437322d653831362d343832382d616339652d376164646563; asc f4929472-e816-4828-ac9e-7addec; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 22 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000015; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000000045; asc        E;;
+ 4: len 30; hex 65373331383365622d353333622d346636652d616539662d336236336531; asc e73183eb-533b-4f6e-ae9f-3b63e1; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 23 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000016; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000008869; asc        i;;
+ 4: len 30; hex 31643637636166622d373933612d343966332d616364322d633235646233; asc 1d67cafb-793a-49f3-acd2-c25db3; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 24 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000017; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000050b6; asc       P ;;
+ 4: len 30; hex 39653361316234652d623734352d343538362d626332382d343232623037; asc 9e3a1b4e-b745-4586-bc28-422b07; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 25 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000018; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000005ea0; asc       ^ ;;
+ 4: len 30; hex 30336430333566382d303366622d346131322d383336622d346138663565; asc 03d035f8-03fb-4a12-836b-4a8f5e; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 26 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000019; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000005dac; asc       ] ;;
+ 4: len 30; hex 64643664353037372d316333352d346234332d626137342d643136386462; asc dd6d5077-1c35-4b43-ba74-d168db; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 27 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001a; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000bf6a; asc        j;;
+ 4: len 30; hex 37643761656164342d613362622d346161332d626232342d653965343135; asc 7d7aead4-a3bb-4aa3-bb24-e9e415; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 28 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001b; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000001815; asc         ;;
+ 4: len 30; hex 39333233343036382d623534312d346665362d393564642d393133303462; asc 93234068-b541-4fe6-95dd-91304b; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 29 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001c; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000004751; asc       GQ;;
+ 4: len 30; hex 31613362616139372d396566332d343265662d613836302d383330613366; asc 1a3baa97-9ef3-42ef-a860-830a3f; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 30 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001d; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000004f29; asc       O);;
+ 4: len 30; hex 38373138663431632d626363342d346263362d393133662d303539636534; asc 8718f41c-bcc4-4bc6-913f-059ce4; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 31 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001e; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000a609; asc         ;;
+ 4: len 30; hex 64633761663333362d363733322d343563372d613636622d613661393936; asc dc7af336-6732-45c7-a66b-a6a996; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 32 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000001f; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000514d; asc       QM;;
+ 4: len 30; hex 62313435376165392d373361652d343735392d623938302d653633616462; asc b1457ae9-73ae-4759-b980-e63adb; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 33 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000020; asc         ;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000007945; asc       yE;;
+ 4: len 30; hex 37626134643936372d346664662d343461652d626534642d626530656136; asc 7ba4d967-4fdf-44ae-be4d-be0ea6; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 34 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000021; asc        !;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000002eb2; asc       . ;;
+ 4: len 30; hex 31633061316436632d313033652d346536622d613130342d616236346564; asc 1c0a1d6c-103e-4e6b-a104-ab64ed; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 35 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000022; asc        ";;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000acaf; asc         ;;
+ 4: len 30; hex 37336534353562622d646464632d343363392d623763622d333965373634; asc 73e455bb-dddc-43c9-b7cb-39e764; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 36 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000023; asc        #;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000021f; asc         ;;
+ 4: len 30; hex 61613835346335342d303165362d346334312d623965312d306534613866; asc aa854c54-01e6-4c41-b9e1-0e4a8f; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 37 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000024; asc        $;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000000d26; asc        &;;
+ 4: len 30; hex 66326461613066632d386335362d346666392d393236632d303530613732; asc f2daa0fc-8c56-4ff9-926c-050a72; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 38 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000025; asc        %;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000c325; asc        %;;
+ 4: len 30; hex 31313537373636652d386532342d346139312d396333372d653138613265; asc 1157766e-8e24-4a91-9c37-e18a2e; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 39 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000026; asc        &;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000002f04; asc       / ;;
+ 4: len 30; hex 35613261663763612d353166352d343032302d396634612d393532633566; asc 5a2af7ca-51f5-4020-9f4a-952c5f; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 40 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000027; asc        ';;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000001a94; asc         ;;
+ 4: len 30; hex 34343436313865322d313539662d343135322d383833622d313234653632; asc 444618e2-159f-4152-883b-124e62; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 41 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000028; asc        (;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000003c77; asc       <w;;
+ 4: len 30; hex 34353636366265302d383739352d343362342d393530312d326131343536; asc 45666be0-8795-43b4-9501-2a1456; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 42 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000029; asc        );;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000955d; asc        ];;
+ 4: len 30; hex 31346435393061342d316439342d343237322d383535642d366463363164; asc 14d590a4-1d94-4272-855d-6dc61d; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 43 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002a; asc        *;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000906c; asc        l;;
+ 4: len 30; hex 38623532616533662d636438342d346464392d623231362d383666616435; asc 8b52ae3f-cd84-4dd9-b216-86fad5; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 44 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002b; asc        +;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000003750; asc       7P;;
+ 4: len 30; hex 35383530386538622d316365622d343633642d623339312d333534333134; asc 58508e8b-1ceb-463d-b391-354314; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 45 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002c; asc        ,;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000a020; asc         ;;
+ 4: len 30; hex 32663461396632622d386165342d343438372d613762382d323136323835; asc 2f4a9f2b-8ae4-4487-a7b8-216285; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 46 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002d; asc        -;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000005875; asc       Xu;;
+ 4: len 30; hex 30326665363834332d396363352d343238392d383763322d366438316433; asc 02fe6843-9cc5-4289-87c2-6d81d3; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 47 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002e; asc        .;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000007ff9; asc         ;;
+ 4: len 30; hex 34376437376363622d326530312d346366352d383464372d373333393061; asc 47d77ccb-2e01-4cf5-84d7-73390a; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 48 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000002f; asc        /;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000609c; asc       ` ;;
+ 4: len 30; hex 38326464376336632d346263312d343662652d396337382d323663386237; asc 82dd7c6c-4bc1-46be-9c78-26c8b7; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 49 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000030; asc        0;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000c1f7; asc         ;;
+ 4: len 30; hex 30313834646462662d623431642d343330652d613866372d326634313164; asc 0184ddbf-b41d-430e-a8f7-2f411d; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 50 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000031; asc        1;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000024c0; asc       $ ;;
+ 4: len 30; hex 66356162396235302d333636622d343161322d386631362d356361643939; asc f5ab9b50-366b-41a2-8f16-5cad99; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 51 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000032; asc        2;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000016aa; asc         ;;
+ 4: len 30; hex 35633332636239392d626366382d343063642d393965312d633539353335; asc 5c32cb99-bcf8-40cd-99e1-c59535; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 52 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000033; asc        3;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000a4a7; asc         ;;
+ 4: len 30; hex 61333165306439362d373861652d343432332d386562652d643063303264; asc a31e0d96-78ae-4423-8ebe-d0c02d; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 53 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000034; asc        4;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000004f09; asc       O ;;
+ 4: len 30; hex 64356666363732352d623962322d346637662d383130342d646139636665; asc d5ff6725-b9b2-4f7f-8104-da9cfe; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 54 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000035; asc        5;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 000000000000a426; asc        &;;
+ 4: len 30; hex 62323937616636652d623834622d343561332d393463642d353664313166; asc b297af6e-b84b-45a3-94cd-56d11f; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 55 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000036; asc        6;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000007040; asc       p@;;
+ 4: len 30; hex 63616532393339382d313136342d343737342d383232632d316665383265; asc cae29398-1164-4774-822c-1fe82e; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 56 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000037; asc        7;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000006ce9; asc       l ;;
+ 4: len 30; hex 37643037353465362d303366392d346335652d386538312d643163653636; asc 7d0754e6-03f9-4c5e-8e81-d1ce66; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 57 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000038; asc        8;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000087c9; asc         ;;
+ 4: len 30; hex 63656538393532322d653131312d343739322d386163622d623039343439; asc cee89522-e111-4792-8acb-b09449; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 58 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 0000000000000039; asc        9;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000006b20; asc       k ;;
+ 4: len 30; hex 36613866366565372d383964352d343930302d396363392d633766316163; asc 6a8f6ee7-89d5-4900-9cc9-c7f1ac; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 59 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000003a; asc        :;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000003e18; asc       > ;;
+ 4: len 30; hex 34396463643861322d326235342d346634352d396263302d366131333161; asc 49dcd8a2-2b54-4f45-9bc0-6a131a; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+Record lock, heap no 60 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000003b; asc        ;;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 0000000000001760; asc        `;;
+ 4: len 30; hex 66313434663931622d666437342d346535302d386335642d613936396365; asc f144f91b-fd74-4e50-8c5d-a969ce; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+
+*** (2) TRANSACTION:
+TRANSACTION 1507141, ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 1
+LOCK WAIT 3 lock struct(s), heap size 1128, 60 row lock(s)
+MariaDB thread id 3423, OS thread handle 128414288832064, query id 194431831 127.0.0.1 shopper_1 Updating
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000003994b4c702193073-592966b666d56eb0-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ UPDATE /* time:2:00AM,num:42 */ order_item SET sku=trim(sku) WHERE id < 114
+*** WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 9 page no 4 n bits 320 index PRIMARY of table `dbmorders`.`order_item` trx id 1507141 lock_mode X waiting
+Record lock, heap no 61 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000003c; asc        <;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000013e0; asc         ;;
+ 4: len 30; hex 32313730323862322d326139622d343930352d613563322d373366346536; asc 217028b2-2a9b-4905-a5c2-73f4e6; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+*** CONFLICTING WITH:
+RECORD LOCKS space id 9 page no 4 n bits 232 index PRIMARY of table `dbmorders`.`order_item` trx id 0 lock mode S locks rec but not gap
+Record lock, heap no 61 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000003c; asc        <;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000013e0; asc         ;;
+ 4: len 30; hex 32313730323862322d326139622d343930352d613563322d373366346536; asc 217028b2-2a9b-4905-a5c2-73f4e6; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+RECORD LOCKS space id 9 page no 4 n bits 232 index PRIMARY of table `dbmorders`.`order_item` trx id 0 lock mode S locks rec but not gap
+Record lock, heap no 61 PHYSICAL RECORD: n_fields 9; compact format; info bits 0
+ 0: len 8; hex 000000000000003c; asc        <;;
+ 1: len 6; hex 000000000000; asc       ;;
+ 2: len 7; hex 80000000000000; asc        ;;
+ 3: len 8; hex 00000000000013e0; asc         ;;
+ 4: len 30; hex 32313730323862322d326139622d343930352d613563322d373366346536; asc 217028b2-2a9b-4905-a5c2-73f4e6; (total 36 bytes);
+ 5: len 8; hex 0000000000000257; asc        W;;
+ 6: len 4; hex 80000001; asc     ;;
+ 7: len 5; hex 99b4aeeda7; asc      ;;
+ 8: len 5; hex 99b4aeeda7; asc      ;;
+
+*** WE ROLL BACK TRANSACTION (1)
+------------
+TRANSACTIONS
+------------
+Trx id counter 1612414
+Purge done for trx's n:o < 1612318 undo n:o < 0 state: running
+History list length 48
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION (0x74cac8424780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8418c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8418180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8417680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8416b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8416080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8415580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8414a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8413f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8413480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8412980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8411e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8411380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8410880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840fd80), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 3771, OS thread handle 128414083925568, query id 210546949 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000017ba09cd2c2146a8-3f4adfa42a4b7698-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM discount where description LIKE 'random%'
+Trx read view will not see trx with id >= 1612412, sees < 1612412
+---TRANSACTION (0x74cac840f280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840e780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840dc80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840d180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840c680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840bb80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840b080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843e980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843de80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843d380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843c880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac840a580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843bd80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843b280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8430280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac843a780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8439c80), ACTIVE 0 sec fetching rows
+mysql tables in use 5, locked 5
+649 lock struct(s), heap size 90232, 56699 row lock(s)
+MariaDB thread id 3748, OS thread handle 128414308320832, query id 210544322 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000051bd7c16efd5478b-1d6cbaf63b1abc18-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 612), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 612 LIMIT 1), 'started')
+---TRANSACTION (0x74cac842f780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8409a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8408f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8408480), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 3741, OS thread handle 128413953287744, query id 210547094 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000000aa8664024d1c19e-66eea60fe65b651e-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%' /* date:12/31 */
+Trx read view will not see trx with id >= 1612412, sees < 1612412
+---TRANSACTION (0x74cac8439180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8438680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8423c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8423180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8422680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8421b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8419780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8407980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8406e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8406380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8405880), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 3728, OS thread handle 128413608179264, query id 210547128 127.0.0.1 shopper_4 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000001c959936926ab454-51fdb8957adf1f0b-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ SELECT * FROM dbm_user where username LIKE 'random%' /* key:val */
+Trx read view will not see trx with id >= 1612414, sees < 1612414
+---TRANSACTION (0x74cac8404d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8437b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8437080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8403780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8436580), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 3722, OS thread handle 128413607564864, query id 210546885 127.0.0.1 shopper_4 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000005bbec62fe74da8e0-46eea0ced60e2954-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM discount where description LIKE 'random%' /* time:2:00AM,num:42 */
+Trx read view will not see trx with id >= 1612412, sees < 1612412
+---TRANSACTION (0x74cac8435a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8434f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8434480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842ec80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842e180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842d680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842cb80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8402c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842c080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac842b580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8421080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8420580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841fa80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841ef80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841e480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841d980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841ce80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8402180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8401680), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+456 lock struct(s), heap size 57464, 31407 row lock(s)
+MariaDB thread id 3698, OS thread handle 128414351636032, query id 210545712 127.0.0.1 shopper Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000001eec806319da405e-397a9e1e028b7ff8-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 889), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 889 LIMIT 1), 'started')
+---TRANSACTION (0x74cac842aa80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8429f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8400b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8429480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8428980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841c380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8427e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8427380), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 3688, OS thread handle 128413953594944, query id 210546752 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000630cc910b5dcf019-3e7f2c154a83fdb9-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%' /* date='12%2F31',time='2%3A00AM' */
+Trx read view will not see trx with id >= 1612412, sees < 1612412
+---TRANSACTION (0x74cac841b880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841ad80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac841a280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x74cac8404280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+--------
+FILE I/O
+--------
+Pending flushes (fsync): 0
+160 OS file reads, 748613 OS file writes, 746133 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 73.59 writes/s, 73.59 fsyncs/s
+---
+LOG
+---
+Log sequence number 404971760
+Log flushed up to   404971760
+Pages flushed up to 353645295
+Last checkpoint at  353645295
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 167772160
+Dictionary memory allocated 892408
+Buffer pool size   8064
+Free buffers       4850
+Database pages     3206
+Old database pages 1163
+Modified db pages  413
+Percent of dirty pages(LRU & free pages): 5.126
+Max dirty pages percent: 90.000
+Pending reads 0
+Pending writes: LRU 0, flush list 0
+Pages made young 5165214, not young 0
+315.14 youngs/s, 0.00 non-youngs/s
+Pages read 149, created 4218, written 3599
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 3206, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+5 read views open inside InnoDB
+state: sleeping
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
diff --git a/mysql/tests/fixtures/innodb_status_mariadb_105.txt b/mysql/tests/fixtures/innodb_status_mariadb_105.txt
new file mode 100644
index 0000000000000..015213449abb2
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mariadb_105.txt
@@ -0,0 +1,321 @@
+
+=====================================
+2024-10-23 18:02:39 0x7c70f41ff700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 6 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 575 srv_active, 0 srv_shutdown, 2 srv_idle
+srv_master_thread log flush and writes: 577
+----------
+SEMAPHORES
+----------
+OS WAIT ARRAY INFO: reservation count 32648
+OS WAIT ARRAY INFO: signal count 8092
+RW-shared spins 94, rounds 285, OS waits 1
+RW-excl spins 5, rounds 47, OS waits 1
+RW-sx spins 21, rounds 130, OS waits 0
+Spin rounds per wait: 3.03 RW-shared, 9.40 RW-excl, 6.19 RW-sx
+------------
+TRANSACTIONS
+------------
+Trx id counter 63624
+Purge done for trx's n:o < 63624 undo n:o < 0 state: running but idle
+History list length 0
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION 418299592973040, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592964528, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592960272, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592956016, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592951760, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592947504, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592943248, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592938992, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592934736, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592930480, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592913456, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592926224, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592921968, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592917712, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592909200, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592904944, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592900688, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592896432, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592892176, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592887920, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592883664, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592879408, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592875152, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592870896, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592866640, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592862384, ACTIVE 0 sec fetching rows
+mysql tables in use 5, locked 5
+492 lock struct(s), heap size 57464, 36814 row lock(s)
+MySQL thread id 202, OS thread handle 136824771049216, query id 11101476 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000007ec1b9d36e160014-777fa8eb4537549a-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 275), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 275 LIMIT 1), 'complete')
+---TRANSACTION 418299592858128, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592853872, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592849616, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592845360, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592841104, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592836848, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592832592, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592828336, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592824080, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592819824, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592815568, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592811312, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592807056, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592802800, not started flushing log
+mysql tables in use 2, locked 2
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592798544, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592794288, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592790032, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592785776, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592781520, ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+441 lock struct(s), heap size 57464, 30166 row lock(s)
+MySQL thread id 184, OS thread handle 136824615859968, query id 11101832 127.0.0.1 shopper Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000041efd9dcb770de0-0ed6f58a459c4e02-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 309), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 309 LIMIT 1), 'complete') /*
+---TRANSACTION 418299592777264, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592773008, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592768752, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592764496, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592760240, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592755984, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592751728, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592747472, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592743216, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592738960, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592734704, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592730448, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592726192, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592721936, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592717680, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592641072, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592713424, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592709168, ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MySQL thread id 163, OS thread handle 136824978159360, query id 11103590 127.0.0.1 shopper_3 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000440d98b11b1ef09a-016a7c3a73226467-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM dbm_user where username LIKE 'random%' /* date='12%2F31',num='42' */
+Trx read view will not see trx with id >= 63624, sees < 63624
+---TRANSACTION 418299592704912, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592700656, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592696400, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592692144, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592687888, ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+585 lock struct(s), heap size 73848, 49785 row lock(s)
+MySQL thread id 159, OS thread handle 136824990942976, query id 11100747 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-00000000000000002c667f8130551320-0835ac3bc1e06974-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 556), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 556 LIMIT 1), 'started') /
+---TRANSACTION 418299592683632, ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+382 lock struct(s), heap size 57464, 21816 row lock(s)
+MySQL thread id 158, OS thread handle 136824994522880, query id 11102359 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000045e457eab32d2eee-6b612b4501315fa0-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 859), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 859 LIMIT 1), 'started') /* 
+---TRANSACTION 418299592679376, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592675120, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592670864, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592666608, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592615536, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592662352, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592658096, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592653840, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592649584, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592645328, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592636816, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592632560, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592628304, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592624048, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592619792, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592611280, ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MySQL thread id 141, OS thread handle 136825016416000, query id 11103532 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000072bef513604efa6c-4944ab6186433e72-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%'
+Trx read view will not see trx with id >= 63624, sees < 63624
+---TRANSACTION 418299592607024, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592602768, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592594256, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592590000, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592585744, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592581488, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592577232, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299593002832, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION 418299592598512, not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+--------
+FILE I/O
+--------
+Pending flushes (fsync) log: 1; buffer pool: 0
+174 OS file reads, 31762 OS file writes, 32748 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 54.16 writes/s, 54.16 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+0.00 hash searches/s, 648290.12 non-hash searches/s
+---
+LOG
+---
+Log sequence number 62359978
+Log flushed up to   62359626
+Pages flushed up to 45115
+Last checkpoint at  45103
+1 pending log flushes, 0 pending chkp writes
+31748 log i/o's done, 54.17 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 167772160
+Dictionary memory allocated 900168
+Buffer pool size   8065
+Free buffers       4675
+Database pages     3377
+Old database pages 1226
+Modified db pages  3236
+Percent of dirty pages(LRU & free pages): 40.184
+Max dirty pages percent: 90.000
+Pending reads 0
+Pending writes: LRU 0, flush list 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 160, created 3217, written 0
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 3377, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+3 read views open inside InnoDB
+Process ID=0, Main thread ID=0, state: sleeping
+Number of rows inserted 365032, updated 0, deleted 26940, read 4256957713
+46.16 inserts/s, 0.00 updates/s, 45.66 deletes/s, 7364483.92 reads/s
+Number of system rows inserted 0, updated 0, deleted 0, read 0
+0.00 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
diff --git a/mysql/tests/fixtures/innodb_status_mariadb_106.txt b/mysql/tests/fixtures/innodb_status_mariadb_106.txt
new file mode 100644
index 0000000000000..7ef46631a54bc
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mariadb_106.txt
@@ -0,0 +1,308 @@
+
+=====================================
+2024-10-23 18:05:51 0x720545ed3700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 8 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 0 srv_active, 0 srv_shutdown, 815 srv_idle
+srv_master_thread log flush and writes: 815
+----------
+SEMAPHORES
+----------
+------------
+TRANSACTIONS
+------------
+Trx id counter 106555
+Purge done for trx's n:o < 106508 undo n:o < 0 state: running
+History list length 24
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION (0x72056843a780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568439c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568438680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568437b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568437080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568436580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568435a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568434f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568434480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568433980), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 338, OS thread handle 125367214442240, query id 16079441 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000075582db84676b4a3-53618f44d5039e45-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM dbm_user where username LIKE 'random%'
+Trx read view will not see trx with id >= 106555, sees < 106555
+---TRANSACTION (0x720568432e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568432380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568431880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568430d80), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 331, OS thread handle 125367605434112, query id 16078998 127.0.0.1 shopper_4 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000119ec13046232072-76c9e2f5e1804a5f-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%'
+Trx read view will not see trx with id >= 106549, sees < 106549
+---TRANSACTION (0x720568430280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842f780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842ec80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842e180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842d680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842cb80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842c080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842b580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056842aa80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568429f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568429480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568428980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568427e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568427380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568426880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568425d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568425280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568424780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568423c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568423180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568422680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568421b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568421080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568420580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841fa80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841ef80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841e480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841d980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841ce80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841c380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841b880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841ad80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056841a280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568419780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568418c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568418180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568417680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568416b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568416080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568415580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568414a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568413f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568413480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568412980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568411e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568411380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568410880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840fd80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840f280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840e780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840dc80), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+400 lock struct(s), heap size 57464, 23800 row lock(s)
+MariaDB thread id 276, OS thread handle 125367615919872, query id 16078499 127.0.0.1 shopper Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000079c5964f7b392638-65574f8903b8763d-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 909), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 909 LIMIT 1), 'started') /
+---TRANSACTION (0x72056840d180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840c680), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+243 lock struct(s), heap size 41080, 3422 row lock(s)
+MariaDB thread id 274, OS thread handle 125367616227072, query id 16079379 127.0.0.1 shopper Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000053fb60d556aa3603-0d7b406b617766a1-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 830), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 830 LIMIT 1), 'complete')
+---TRANSACTION (0x72056840bb80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056840b080), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+611 lock struct(s), heap size 73848, 52872 row lock(s)
+MariaDB thread id 271, OS thread handle 125366873220864, query id 16077249 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000021e9b11151a27a58-64fd122b538decc4-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 983), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 983 LIMIT 1), 'started') /* 
+---TRANSACTION (0x72056840a580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568409a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568408f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568408480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568407980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568406e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568406380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568405880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568404d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568404280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568403780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568402c80), ACTIVE 0 sec starting index read
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 259, OS thread handle 125366872606464, query id 16079533 127.0.0.1 shopper_2 Statistics
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000047b68e1a6b4fc388-16ba3e69be3e7090-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM dbm_order WHERE id = 3531
+Trx read view will not see trx with id >= 106555, sees < 106555
+---TRANSACTION (0x720568402180), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 258, OS thread handle 125366958589696, query id 16078963 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000289d8b207585d41c-2f0e66132e624992-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%'
+Trx read view will not see trx with id >= 106549, sees < 106549
+---TRANSACTION (0x720568401680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568400b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568443680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568442b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568442080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568441580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568440a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056843ff80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x72056843f480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x720568439180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+--------
+FILE I/O
+--------
+Pending flushes (fsync) log: 0; buffer pool: 0
+163 OS file reads, 55363 OS file writes, 53552 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 60.87 writes/s, 60.87 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+0.00 hash searches/s, 0.00 non-hash searches/s
+---
+LOG
+---
+Log sequence number 77575733
+Log flushed up to   77575733
+Pages flushed up to 70775960
+Last checkpoint at  70775960
+0 pending log flushes, 0 pending chkp writes
+52532 log i/o's done, 60.88 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 167772160
+Dictionary memory allocated 892408
+Buffer pool size   8112
+Free buffers       4897
+Database pages     3206
+Old database pages 1163
+Modified db pages  401
+Percent of dirty pages(LRU & free pages): 4.948
+Max dirty pages percent: 90.000
+Pending reads 0
+Pending writes: LRU 0, flush list 0
+Pages made young 120671, not young 0
+869.89 youngs/s, 0.00 non-youngs/s
+Pages read 149, created 3323, written 2830
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 3206, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+3 read views open inside InnoDB
+Process ID=0, Main thread ID=0, state: sleeping
+Number of rows inserted 383660, updated 0, deleted 45535, read 7312168973
+53.49 inserts/s, 0.00 updates/s, 54.99 deletes/s, 9007992.00 reads/s
+Number of system rows inserted 0, updated 0, deleted 0, read 0
+0.00 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
diff --git a/mysql/tests/fixtures/innodb_status_mariadb_111.txt b/mysql/tests/fixtures/innodb_status_mariadb_111.txt
new file mode 100644
index 0000000000000..caced82e09b8e
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mariadb_111.txt
@@ -0,0 +1,273 @@
+
+=====================================
+2024-10-23 18:09:19 0x78d939569640 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 10 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 0 srv_active, 974 srv_idle
+srv_master_thread log flush and writes: 974
+----------
+SEMAPHORES
+----------
+------------
+TRANSACTIONS
+------------
+Trx id counter 125588
+Purge done for trx's n:o < 125482 undo n:o < 0 state: running
+History list length 53
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION (0x78d93821fa80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821ef80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821e480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821d980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821ce80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821c380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821b880), ACTIVE 0 sec fetching rows
+mysql tables in use 5, locked 5
+351 lock struct(s), heap size 41080, 17224 row lock(s)
+MariaDB thread id 418, OS thread handle 132874375390784, query id 19199809 127.0.0.1 shopper_3 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000008129e275a612aba-40bafe7325d3d384-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 631), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 631 LIMIT 1), 'pending') /
+---TRANSACTION (0x78d93821ad80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93821a280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938219780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938218c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938218180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938217680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938216b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938216080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938215580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938214a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938213f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938213480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938212980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938211e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938211380), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+335 lock struct(s), heap size 41080, 15352 row lock(s)
+MariaDB thread id 402, OS thread handle 132873630287424, query id 19199774 127.0.0.1 shopper_1 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000007eb1807abb7bff-3b9247d040ce7644-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 792), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 792 LIMIT 1), 'started') /
+---TRANSACTION (0x78d938210880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820fd80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820f280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820e780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820dc80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820d180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820c680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820bb80), ACTIVE 0 sec
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 393, OS thread handle 132873662973504, query id 19200628 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000625c18c2c40ae6f0-51a0070adc99c9cc-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ SELECT * FROM discount where description LIKE 'random%' /* date='12%2F31',num='42' */
+Trx read view will not see trx with id >= 125588, sees < 125588
+---TRANSACTION (0x78d93820b080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93820a580), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 391, OS thread handle 132873662666304, query id 19200553 127.0.0.1 shopper_4 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000011796d6a155a41c5-6162c992ba6a1c04-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ SELECT * FROM dbm_user where username LIKE 'random%' /* num:42,date:12/31,key:val */
+Trx read view will not see trx with id >= 125584, sees < 125584
+---TRANSACTION (0x78d938209a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938208f80), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 389, OS thread handle 132873635096128, query id 19200610 127.0.0.1 shopper_2 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-0000000000000000420cc7c98cedcdbc-43cf3c158f378957-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%' /* date:12/31,key:val */
+Trx read view will not see trx with id >= 125588, sees < 125588
+---TRANSACTION (0x78d938208480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938207980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938206e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938206380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938205880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938204d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938203780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938202c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938202180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938201680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938200b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938248380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823f480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938247880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938246d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938246280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823e980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823de80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938245780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938244c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938244180), ACTIVE 0 sec starting index read
+mysql tables in use 5, locked 5
+527 lock struct(s), heap size 73848, 43034 row lock(s)
+MariaDB thread id 360, OS thread handle 132873940973120, query id 19198747 127.0.0.1 shopper_4 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000006880af7bc93a50f-5d1c339f140f57e8-00',ddh='127.0.0.1',dddb='dbmorders',ddprs='orders-mysql'*/ 
+                        INSERT INTO order_status_change (dbm_order_id, message, price, state) 
+                                VALUES ((SELECT id as dbm_order_id FROM dbm_order WHERE id = 14), 'discount applied', 
+                        (SELECT (t.price * t.quantity * d.discount_percent) 
+                                AS price FROM dbm_order o 
+                                JOIN order_item t ON o.id = t.dbm_order_id 
+                                JOIN discount d ON d.dbm_item_id = t.id
+                                WHERE o.id = 14 LIMIT 1), 'complete') /* d
+---TRANSACTION (0x78d938243680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938242b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823d380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938242080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938241580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938240a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823c880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823bd80), ACTIVE 0 sec fetching rows
+mysql tables in use 1, locked 0
+0 lock struct(s), heap size 1128, 0 row lock(s)
+MariaDB thread id 350, OS thread handle 132874344240704, query id 19200054 127.0.0.1 shopper_3 Sending data
+/*dddbs='orders-app',dde='dbm-agent-integration',ddps='orders-app',ddpv='81db4e10',traceparent='00-000000000000000032c28d28fb3d0969-79d63a06fc9d5ce3-00',ddh='127.0.0.1',dddb='dbmorders_1',ddprs='orders-mysql'*/ SELECT * FROM order_item where sku LIKE 'random%' /* key='val' */
+Trx read view will not see trx with id >= 125580, sees < 125580
+---TRANSACTION (0x78d93823ff80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823b280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93823a780), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938239c80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938239180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938238680), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938237b80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938237080), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938236580), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938235a80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938234f80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938234480), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938233980), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938232e80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938232380), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938231880), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938230d80), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d93822e180), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+---TRANSACTION (0x78d938204280), not started
+0 lock struct(s), heap size 1128, 0 row lock(s)
+--------
+FILE I/O
+--------
+Pending flushes (fsync): 0
+170 OS file reads, 64812 OS file writes, 62896 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 63.59 writes/s, 63.59 fsyncs/s
+---
+LOG
+---
+Log sequence number 85062982
+Log flushed up to   85062982
+Pages flushed up to 70787118
+Last checkpoint at  70787118
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 167772160
+Dictionary memory allocated 886376
+Buffer pool size   8064
+Free buffers       4938
+Database pages     3118
+Old database pages 1130
+Modified db pages  311
+Percent of dirty pages(LRU & free pages): 3.860
+Max dirty pages percent: 90.000
+Pending reads 0
+Pending writes: LRU 0, flush list 0
+Pages made young 249875, not young 0
+635.54 youngs/s, 0.00 non-youngs/s
+Pages read 153, created 3173, written 2955
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 3118, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+4 read views open inside InnoDB
+state: sleeping
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
diff --git a/mysql/tests/fixtures/innodb_status_mysql_56.txt b/mysql/tests/fixtures/innodb_status_mysql_56.txt
new file mode 100644
index 0000000000000..db17a91e04e33
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mysql_56.txt
@@ -0,0 +1,230 @@
+2014-10-17 10:33:50 7f47bcd64700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 6 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 167 srv_active, 0 srv_shutdown, 3023 srv_idle
+srv_master_thread log flush and writes: 3190
+----------
+SEMAPHORES
+----------
+OS WAIT ARRAY INFO: reservation count 1040
+OS WAIT ARRAY INFO: signal count 959
+Mutex spin waits 677, rounds 20336, OS waits 644
+RW-shared spins 180, rounds 5400, OS waits 180
+RW-excl spins 0, rounds 6420, OS waits 214
+Spin rounds per wait: 30.04 mutex, 30.00 RW-shared, 6420.00 RW-excl
+------------------------
+LATEST FOREIGN KEY ERROR
+------------------------
+2014-10-17 09:51:31 7f47bcde6700 Transaction:
+TRANSACTION 436786, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1184, 3 row lock(s), undo log entries 3
+MySQL thread id 1, OS thread handle 0x7f47bcde6700, query id 96 localhost
+root update
+INSERT INTO child VALUES
+ (NULL, 1)
+ , (NULL, 2)
+ , (NULL, 3)
+ , (NULL, 4)
+ , (NULL, 5)
+ , (NULL, 6)
+Foreign key constraint fails for table `mysql`.`child`:
+,
+ CONSTRAINT `child_ibfk_1` FOREIGN KEY (`parent_id`) REFERENCES `parent`
+ (`id`)
+ ON DELETE CASCADE ON UPDATE CASCADE
+Trying to add in child table, in index `par_ind` tuple:
+DATA TUPLE: 2 fields;
+ 0: len 4; hex 80000003; asc ;;
+ 1: len 4; hex 80000003; asc ;;
+But in parent table `mysql`.`parent`, in index `PRIMARY`,
+the closest match we can find is record:
+PHYSICAL RECORD: n_fields 3; compact format; info bits 0
+ 0: len 4; hex 80000004; asc ;;
+ 1: len 6; hex 00000006aa26; asc &;;
+ 2: len 7; hex 9d000001610137; asc a 7;;
+------------------------
+LATEST DETECTED DEADLOCK
+------------------------
+2014-10-17 09:52:38 7f47bcde6700
+*** (1) TRANSACTION:
+TRANSACTION 436801, ACTIVE 12 sec starting index read
+mysql tables in use 1, locked 1
+LOCK WAIT 2 lock struct(s), heap size 360, 1 row lock(s)
+MySQL thread id 2, OS thread handle 0x7f47bcda5700, query id 102 localhost
+root updating
+DELETE FROM t WHERE i = 1
+*** (1) WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 3693 page no 3 n bits 72 index `GEN_CLUST_INDEX` of
+table `mysql`.`t` trx id 436801 lock_mode X waiting
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info
+bits 0
+ 0: len 6; hex 000000003a00; asc : ;;
+ 1: len 6; hex 00000006aa3f; asc ?;;
+ 2: len 7; hex ad0000021d0110; asc ;;
+ 3: len 4; hex 80000001; asc ;;
+*** (2) TRANSACTION:
+TRANSACTION 436800, ACTIVE 34 sec starting index read
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1184, 3 row lock(s)
+MySQL thread id 1, OS thread handle 0x7f47bcde6700, query id 103 localhost
+root updating
+DELETE FROM t WHERE i = 1
+*** (2) HOLDS THE LOCK(S):
+RECORD LOCKS space id 3693 page no 3 n bits 72 index `GEN_CLUST_INDEX` of
+table `mysql`.`t` trx id 436800 lock mode S
+Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info
+bits 0 0: len 8; hex 73757072656d756d; asc supremum;;
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info
+bits 0
+ 0: len 6; hex 000000003a00; asc : ;;
+ 1: len 6; hex 00000006aa3f; asc ?;;
+ 2: len 7; hex ad0000021d0110; asc ;;
+ 3: len 4; hex 80000001; asc ;;
+*** (2) WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 3693 page no 3 n bits 72 index `GEN_CLUST_INDEX` of
+table `mysql`.`t` trx id 436800 lock_mode X waiting
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info
+bits 0
+ 0: len 6; hex 000000003a00; asc : ;;
+ 1: len 6; hex 00000006aa3f; asc ?;;
+ 2: len 7; hex ad0000021d0110; asc ;;
+ 3: len 4; hex 80000001; asc ;;
+*** WE ROLL BACK TRANSACTION (1)
+------------
+TRANSACTIONS
+------------
+Trx id counter 437661
+Purge done for trx's n:o < 437657 undo n:o < 0 state: running but
+idle History list length 371
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION 0, not started
+MySQL thread id 10, OS thread handle 0x7f47bcd64700, query id 1001 localhost
+root init
+SHOW ENGINE INNODB STATUS
+---TRANSACTION 436801, not started
+MySQL thread id 2, OS thread handle 0x7f47bcda5700, query id 102 localhost
+root ceaning up
+---TRANSACTION 437660, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+43 lock struct(s), heap size 6544, 6474 row lock(s), undo log entries 7124
+MySQL thread id 14, OS thread handle 0x7f47bcde6700, query id 1000 localhost
+root update
+INSERT INTO `dept_emp` VALUES (100258,'d002','1994-03-21','9999-01-01'),
+(100259, 'd005','1998-11-04','9999-01-01'),(100259,'d008','1988-02-03',
+'1998-11-04'),(100 260,'d005','1998-09-18','9999-01-01'),(100261,'d004',
+'1989-03-11','9999-01-01'), (100262,'d008','1996-08-12','9999-01-01'),
+(100263,'d002','1998-06-24','1998-10-0 5'),(100264,'d005','1989-11-09',
+'9999-01-01'),(100265,'d001','1992-06-27','9999- 01-01'),(100266,'d009',
+'1990-09-10','9999-01-01'),(100267,'d009','1992-04-14','9 999-01-01'),
+(100268,'d005','1998-05-01','2000-04-07'),(100269,'d007','1994-01-02',
+'1999-09-18'),(100269,'d009','1999-09-
+--------
+FILE I/O
+--------
+I/O thread 0 state: waiting for completed aio requests (insert buffer thread)
+I/O thread 1 state: waiting for completed aio requests (log thread)
+I/O thread 2 state: waiting for completed aio requests (read thread)
+I/O thread 3 state: waiting for completed aio requests (read thread)
+I/O thread 4 state: waiting for completed aio requests (read thread)
+I/O thread 5 state: waiting for completed aio requests (read thread)
+I/O thread 6 state: waiting for completed aio requests (write thread)
+I/O thread 7 state: waiting for completed aio requests (write thread)
+I/O thread 8 state: waiting for completed aio requests (write thread)
+I/O thread 9 state: waiting for completed aio requests (write thread)
+Pending normal aio reads: 0 [0, 0, 0, 0] , aio writes: 0 [0, 0, 0, 0] ,
+ ibuf aio reads: 0, log i/o's: 0, sync i/o's: 0
+Pending flushes (fsync) log: 0; buffer pool: 0
+344 OS file reads, 45666 OS file writes, 4030 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 202.80 writes/s, 48.33 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+Hash table size 4425293, node heap has 143 buffer(s)
+137083.82 hash searches/s, 2495.92 non-hash searches/s
+---
+LOG
+---
+Log sequence number 3091027710
+Log flushed up to 3090240098
+Pages flushed up to 3074432960
+Last checkpoint at 3050856266
+0 pending log writes, 0 pending chkp writes
+1187 log i/o's done, 14.67 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total memory allocated 2197815296; in additional pool allocated 0
+Dictionary memory allocated 155455
+Buffer pool size 131071
+Free buffers 92158
+Database pages 38770
+Old database pages 14271
+Modified db pages 619
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 4, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 322, created 38448, written 42083
+0.00 reads/s, 222.30 creates/s, 159.47 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead
+0.00/s
+LRU len: 38770, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+----------------------
+INDIVIDUAL BUFFER POOL INFO
+----------------------
+---BUFFER POOL 0
+Buffer pool size 65536
+Free buffers 46120
+Database pages 19345
+Old database pages 7121
+Modified db pages 291
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 3, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 163, created 19182, written 21149
+0.00 reads/s, 103.48 creates/s, 83.15 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead
+0.00/s
+LRU len: 19345, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+---BUFFER POOL 1
+Buffer pool size 65535
+Free buffers 46038
+Database pages 19425
+Old database pages 7150
+Modified db pages 328
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 1, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 159, created 19266, written 20934
+0.00 reads/s, 118.81 creates/s, 76.32 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead
+0.00/s
+LRU len: 19425, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+0 queries inside InnoDB, 0 queries in queue
+0 read views open inside InnoDB
+Main thread process no. 54607, id 139946075744000, state: sleeping
+Number of rows inserted 12163964, updated 0, deleted 3, read 4
+67807.03 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
\ No newline at end of file
diff --git a/mysql/tests/fixtures/innodb_status_mysql_57.txt b/mysql/tests/fixtures/innodb_status_mysql_57.txt
new file mode 100644
index 0000000000000..dbcb02d99c99a
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mysql_57.txt
@@ -0,0 +1,234 @@
+2014-10-16 18:37:29 0x7fc2a95c1700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 20 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 38 srv_active, 0 srv_shutdown, 252 srv_idle
+srv_master_thread log flush and writes: 290
+----------
+SEMAPHORES
+----------
+OS WAIT ARRAY INFO: reservation count 119
+OS WAIT ARRAY INFO: signal count 103
+Mutex spin waits 0, rounds 0, OS waits 0
+RW-shared spins 38, rounds 76, OS waits 38
+RW-excl spins 2, rounds 9383715, OS waits 3
+RW-sx spins 0, rounds 0, OS waits 0
+Spin rounds per wait: 0.00 mutex, 2.00 RW-shared, 4691857.50 RW-excl,
+0.00 RW-sx
+------------------------
+LATEST FOREIGN KEY ERROR
+------------------------
+2014-10-16 18:35:18 0x7fc2a95c1700 Transaction:
+TRANSACTION 1814, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1136, 3 row lock(s), undo log entries 3
+MySQL thread id 2, OS thread handle 140474041767680, query id 74 localhost
+root update
+INSERT INTO child VALUES
+    (NULL, 1)
+    , (NULL, 2)
+    , (NULL, 3)
+    , (NULL, 4)
+    , (NULL, 5)
+    , (NULL, 6)
+Foreign key constraint fails for table `mysql`.`child`:
+,
+  CONSTRAINT `child_ibfk_1` FOREIGN KEY (`parent_id`) REFERENCES `parent`
+  (`id`) ON DELETE CASCADE ON UPDATE CASCADE
+Trying to add in child table, in index par_ind tuple:
+DATA TUPLE: 2 fields;
+ 0: len 4; hex 80000003; asc     ;;
+ 1: len 4; hex 80000003; asc     ;;
+
+But in parent table `mysql`.`parent`, in index PRIMARY,
+the closest match we can find is record:
+PHYSICAL RECORD: n_fields 3; compact format; info bits 0
+ 0: len 4; hex 80000004; asc     ;;
+ 1: len 6; hex 00000000070a; asc       ;;
+ 2: len 7; hex aa0000011d0134; asc       4;;
+
+------------------------
+LATEST DETECTED DEADLOCK
+------------------------
+2014-10-16 18:36:30 0x7fc2a95c1700
+*** (1) TRANSACTION:
+TRANSACTION 1824, ACTIVE 9 sec starting index read
+mysql tables in use 1, locked 1
+LOCK WAIT 2 lock struct(s), heap size 1136, 1 row lock(s)
+MySQL thread id 3, OS thread handle 140474041501440, query id 80 localhost
+root updating
+DELETE FROM t WHERE i = 1
+*** (1) WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 35 page no 3 n bits 72 index GEN_CLUST_INDEX of table
+`mysql`.`t` trx id 1824 lock_mode X waiting
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info
+bits 0
+ 0: len 6; hex 000000000200; asc       ;;
+ 1: len 6; hex 00000000071f; asc       ;;
+ 2: len 7; hex b80000012b0110; asc     +  ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+*** (2) TRANSACTION:
+TRANSACTION 1825, ACTIVE 29 sec starting index read
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1136, 3 row lock(s)
+MySQL thread id 2, OS thread handle 140474041767680, query id 81 localhost
+root updating
+DELETE FROM t WHERE i = 1
+*** (2) HOLDS THE LOCK(S):
+RECORD LOCKS space id 35 page no 3 n bits 72 index GEN_CLUST_INDEX of table
+`mysql`.`t` trx id 1825 lock mode S
+Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info
+bits 0
+ 0: len 8; hex 73757072656d756d; asc supremum;;
+
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info bits 0
+ 0: len 6; hex 000000000200; asc       ;;
+ 1: len 6; hex 00000000071f; asc       ;;
+ 2: len 7; hex b80000012b0110; asc     +  ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+*** (2) WAITING FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 35 page no 3 n bits 72 index GEN_CLUST_INDEX of table
+`mysql`.`t` trx id 1825 lock_mode X waiting
+Record lock, heap no 2 PHYSICAL RECORD: n_fields 4; compact format; info
+bits 0
+ 0: len 6; hex 000000000200; asc       ;;
+ 1: len 6; hex 00000000071f; asc       ;;
+ 2: len 7; hex b80000012b0110; asc     +  ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+*** WE ROLL BACK TRANSACTION (1)
+------------
+TRANSACTIONS
+------------
+Trx id counter 1950
+Purge done for trx's n:o < 1933 undo n:o < 0 state: running but idle
+History list length 23
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION 421949033065200, not started
+0 lock struct(s), heap size 1136, 0 row lock(s)
+---TRANSACTION 421949033064280, not started
+0 lock struct(s), heap size 1136, 0 row lock(s)
+---TRANSACTION 1949, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+8 lock struct(s), heap size 1136, 1850 row lock(s), undo log entries 17415
+MySQL thread id 4, OS thread handle 140474041235200, query id 176 localhost
+root update
+INSERT INTO `salaries` VALUES (55723,39746,'1997-02-25','1998-02-25'),
+(55723,40758,'1998-02-25','1999-02-25'),(55723,44559,'1999-02-25','2000-02-25'),
+(55723,44081,'2000-02-25','2001-02-24'),(55723,44112,'2001-02-24','2001-08-16'),
+(55724,46461,'1996-12-06','1997-12-06'),(55724,48916,'1997-12-06','1998-12-06'),
+(55724,51269,'1998-12-06','1999-12-06'),(55724,51932,'1999-12-06','2000-12-05'),
+(55724,52617,'2000-12-05','2001-12-05'),(55724,56658,'2001-12-05','9999-01-01'),
+(55725,40000,'1993-01-30','1994-01-30'),(55725,41472,'1994-01-30','1995-01-30'),
+(55725,45293,'1995-01-30','1996-01-30'),(55725,473
+--------
+FILE I/O
+--------
+I/O thread 0 state: waiting for completed aio requests (insert buffer thread)
+I/O thread 1 state: waiting for completed aio requests (log thread)
+I/O thread 2 state: waiting for completed aio requests (read thread)
+I/O thread 3 state: waiting for completed aio requests (read thread)
+I/O thread 4 state: waiting for completed aio requests (read thread)
+I/O thread 5 state: waiting for completed aio requests (read thread)
+I/O thread 6 state: waiting for completed aio requests (write thread)
+I/O thread 7 state: waiting for completed aio requests (write thread)
+I/O thread 8 state: waiting for completed aio requests (write thread)
+I/O thread 9 state: waiting for completed aio requests (write thread)
+Pending normal aio reads: 0 [0, 0, 0, 0] , aio writes: 0 [0, 0, 0, 0] ,
+ ibuf aio reads: 0, log i/o's: 0, sync i/o's: 0
+Pending flushes (fsync) log: 0; buffer pool: 0
+224 OS file reads, 5770 OS file writes, 803 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 264.84 writes/s, 23.05 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+Hash table size 4425293, node heap has 444 buffer(s)
+68015.25 hash searches/s, 106259.24 non-hash searches/s
+---
+LOG
+---
+Log sequence number 165913808
+Log flushed up to   164814979
+Pages flushed up to 141544038
+Last checkpoint at  130503656
+0 pending log flushes, 0 pending chkp writes
+258 log i/o's done, 6.65 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 2198863872
+Dictionary memory allocated 776332
+Buffer pool size   131072
+Free buffers       124908
+Database pages     5720
+Old database pages 2071
+Modified db pages  910
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 4, not young 0
+0.10 youngs/s, 0.00 non-youngs/s
+Pages read 197, created 5523, written 5060
+0.00 reads/s, 190.89 creates/s, 244.94 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not
+0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read
+ahead 0.00/s
+LRU len: 5720, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+----------------------
+INDIVIDUAL BUFFER POOL INFO
+----------------------
+---BUFFER POOL 0
+Buffer pool size   65536
+Free buffers       62412
+Database pages     2899
+Old database pages 1050
+Modified db pages  449
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 3, not young 0
+0.05 youngs/s, 0.00 non-youngs/s
+Pages read 107, created 2792, written 2586
+0.00 reads/s, 92.65 creates/s, 122.89 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead
+0.00/s
+LRU len: 2899, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+---BUFFER POOL 1
+Buffer pool size   65536
+Free buffers       62496
+Database pages     2821
+Old database pages 1021
+Modified db pages  461
+Pending reads 0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 1, not young 0
+0.05 youngs/s, 0.00 non-youngs/s
+Pages read 90, created 2731, written 2474
+0.00 reads/s, 98.25 creates/s, 122.04 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead
+0.00/s
+LRU len: 2821, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+0 queries inside InnoDB, 0 queries in queue
+0 read views open inside InnoDB
+Process ID=35909, Main thread ID=140471692396288, state: sleeping
+Number of rows inserted 1526363, updated 0, deleted 3, read 11
+52671.72 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
\ No newline at end of file
diff --git a/mysql/tests/fixtures/innodb_status_mysql_80.txt b/mysql/tests/fixtures/innodb_status_mysql_80.txt
new file mode 100644
index 0000000000000..64bf6542073dc
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mysql_80.txt
@@ -0,0 +1,188 @@
+2018-04-12 15:14:08 0x7f971c063700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 4 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 15 srv_active, 0 srv_shutdown, 1122 srv_idle
+srv_master_thread log flush and writes: 0
+----------
+SEMAPHORES
+----------
+OS WAIT ARRAY INFO: reservation count 24
+OS WAIT ARRAY INFO: signal count 24
+RW-shared spins 4, rounds 8, OS waits 4
+RW-excl spins 2, rounds 60, OS waits 2
+RW-sx spins 0, rounds 0, OS waits 0
+Spin rounds per wait: 2.00 RW-shared, 30.00 RW-excl, 0.00 RW-sx
+------------------------
+LATEST FOREIGN KEY ERROR
+------------------------
+2018-04-12 14:57:24 0x7f97a9c91700 Transaction:
+TRANSACTION 7717, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1136, 3 row lock(s), undo log entries 3
+MySQL thread id 8, OS thread handle 140289365317376, query id 14 localhost root update
+INSERT INTO child VALUES (NULL, 1), (NULL, 2), (NULL, 3), (NULL, 4), (NULL, 5), (NULL, 6)
+Foreign key constraint fails for table `test`.`child`:
+,
+  CONSTRAINT `child_ibfk_1` FOREIGN KEY (`parent_id`) REFERENCES `parent` (`id`) ON DELETE
+  CASCADE ON UPDATE CASCADE
+Trying to add in child table, in index par_ind tuple:
+DATA TUPLE: 2 fields;
+ 0: len 4; hex 80000003; asc     ;;
+ 1: len 4; hex 80000003; asc     ;;
+
+But in parent table `test`.`parent`, in index PRIMARY,
+the closest match we can find is record:
+PHYSICAL RECORD: n_fields 3; compact format; info bits 0
+ 0: len 4; hex 80000004; asc     ;;
+ 1: len 6; hex 000000001e19; asc       ;;
+ 2: len 7; hex 81000001110137; asc       7;;
+
+------------
+TRANSACTIONS
+------------
+Trx id counter 7748
+Purge done for trx's n:o < 7747 undo n:o < 0 state: running but idle
+History list length 19
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION 421764459790000, not started
+0 lock struct(s), heap size 1136, 0 row lock(s)
+---TRANSACTION 7747, ACTIVE 23 sec starting index read
+mysql tables in use 1, locked 1
+LOCK WAIT 2 lock struct(s), heap size 1136, 1 row lock(s)
+MySQL thread id 9, OS thread handle 140286987249408, query id 51 localhost root updating
+DELETE FROM t WHERE i = 1
+------- TRX HAS BEEN WAITING 23 SEC FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 4 page no 4 n bits 72 index GEN_CLUST_INDEX of table `test`.`t`
+trx id 7747 lock_mode X waiting
+Record lock, heap no 3 PHYSICAL RECORD: n_fields 4; compact format; info bits 0
+ 0: len 6; hex 000000000202; asc       ;;
+ 1: len 6; hex 000000001e41; asc      A;;
+ 2: len 7; hex 820000008b0110; asc        ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+------------------
+TABLE LOCK table `test`.`t` trx id 7747 lock mode IX
+RECORD LOCKS space id 4 page no 4 n bits 72 index GEN_CLUST_INDEX of table `test`.`t`
+trx id 7747 lock_mode X waiting
+Record lock, heap no 3 PHYSICAL RECORD: n_fields 4; compact format; info bits 0
+ 0: len 6; hex 000000000202; asc       ;;
+ 1: len 6; hex 000000001e41; asc      A;;
+ 2: len 7; hex 820000008b0110; asc        ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+--------
+FILE I/O
+--------
+I/O thread 0 state: waiting for i/o request (insert buffer thread)
+I/O thread 1 state: waiting for i/o request (log thread)
+I/O thread 2 state: waiting for i/o request (read thread)
+I/O thread 3 state: waiting for i/o request (read thread)
+I/O thread 4 state: waiting for i/o request (read thread)
+I/O thread 5 state: waiting for i/o request (read thread)
+I/O thread 6 state: waiting for i/o request (write thread)
+I/O thread 7 state: waiting for i/o request (write thread)
+I/O thread 8 state: waiting for i/o request (write thread)
+I/O thread 9 state: waiting for i/o request (write thread)
+Pending normal aio reads: [0, 0, 0, 0] , aio writes: [0, 0, 0, 0] ,
+ ibuf aio reads:, log i/o's:, sync i/o's:
+Pending flushes (fsync) log: 0; buffer pool: 0
+833 OS file reads, 605 OS file writes, 208 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 0.00 writes/s, 0.00 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 1 buffer(s)
+Hash table size 553253, node heap has 3 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+0.00 hash searches/s, 0.00 non-hash searches/s
+---
+LOG
+---
+Log sequence number          19643450
+Log buffer assigned up to    19643450
+Log buffer completed up to   19643450
+Log written up to            19643450
+Log flushed up to            19643450
+Added dirty pages up to      19643450
+Pages flushed up to          19643450
+Last checkpoint at           19643450
+129 log i/o's done, 0.00 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 2198863872
+Dictionary memory allocated 409606
+Buffer pool size   131072
+Free buffers       130095
+Database pages     973
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 810, created 163, written 404
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 973, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+----------------------
+INDIVIDUAL BUFFER POOL INFO
+----------------------
+---BUFFER POOL 0
+Buffer pool size   65536
+Free buffers       65043
+Database pages     491
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 411, created 80, written 210
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 491, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+---BUFFER POOL 1
+Buffer pool size   65536
+Free buffers       65052
+Database pages     482
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 399, created 83, written 194
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+No buffer pool page gets since the last printout
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 482, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+0 queries inside InnoDB, 0 queries in queue
+0 read views open inside InnoDB
+Process ID=5772, Main thread ID=140286437054208 , state=sleeping
+Number of rows inserted 57, updated 354, deleted 4, read 4421
+0.00 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
\ No newline at end of file
diff --git a/mysql/tests/fixtures/innodb_status_mysql_84.txt b/mysql/tests/fixtures/innodb_status_mysql_84.txt
new file mode 100644
index 0000000000000..64bf6542073dc
--- /dev/null
+++ b/mysql/tests/fixtures/innodb_status_mysql_84.txt
@@ -0,0 +1,188 @@
+2018-04-12 15:14:08 0x7f971c063700 INNODB MONITOR OUTPUT
+=====================================
+Per second averages calculated from the last 4 seconds
+-----------------
+BACKGROUND THREAD
+-----------------
+srv_master_thread loops: 15 srv_active, 0 srv_shutdown, 1122 srv_idle
+srv_master_thread log flush and writes: 0
+----------
+SEMAPHORES
+----------
+OS WAIT ARRAY INFO: reservation count 24
+OS WAIT ARRAY INFO: signal count 24
+RW-shared spins 4, rounds 8, OS waits 4
+RW-excl spins 2, rounds 60, OS waits 2
+RW-sx spins 0, rounds 0, OS waits 0
+Spin rounds per wait: 2.00 RW-shared, 30.00 RW-excl, 0.00 RW-sx
+------------------------
+LATEST FOREIGN KEY ERROR
+------------------------
+2018-04-12 14:57:24 0x7f97a9c91700 Transaction:
+TRANSACTION 7717, ACTIVE 0 sec inserting
+mysql tables in use 1, locked 1
+4 lock struct(s), heap size 1136, 3 row lock(s), undo log entries 3
+MySQL thread id 8, OS thread handle 140289365317376, query id 14 localhost root update
+INSERT INTO child VALUES (NULL, 1), (NULL, 2), (NULL, 3), (NULL, 4), (NULL, 5), (NULL, 6)
+Foreign key constraint fails for table `test`.`child`:
+,
+  CONSTRAINT `child_ibfk_1` FOREIGN KEY (`parent_id`) REFERENCES `parent` (`id`) ON DELETE
+  CASCADE ON UPDATE CASCADE
+Trying to add in child table, in index par_ind tuple:
+DATA TUPLE: 2 fields;
+ 0: len 4; hex 80000003; asc     ;;
+ 1: len 4; hex 80000003; asc     ;;
+
+But in parent table `test`.`parent`, in index PRIMARY,
+the closest match we can find is record:
+PHYSICAL RECORD: n_fields 3; compact format; info bits 0
+ 0: len 4; hex 80000004; asc     ;;
+ 1: len 6; hex 000000001e19; asc       ;;
+ 2: len 7; hex 81000001110137; asc       7;;
+
+------------
+TRANSACTIONS
+------------
+Trx id counter 7748
+Purge done for trx's n:o < 7747 undo n:o < 0 state: running but idle
+History list length 19
+LIST OF TRANSACTIONS FOR EACH SESSION:
+---TRANSACTION 421764459790000, not started
+0 lock struct(s), heap size 1136, 0 row lock(s)
+---TRANSACTION 7747, ACTIVE 23 sec starting index read
+mysql tables in use 1, locked 1
+LOCK WAIT 2 lock struct(s), heap size 1136, 1 row lock(s)
+MySQL thread id 9, OS thread handle 140286987249408, query id 51 localhost root updating
+DELETE FROM t WHERE i = 1
+------- TRX HAS BEEN WAITING 23 SEC FOR THIS LOCK TO BE GRANTED:
+RECORD LOCKS space id 4 page no 4 n bits 72 index GEN_CLUST_INDEX of table `test`.`t`
+trx id 7747 lock_mode X waiting
+Record lock, heap no 3 PHYSICAL RECORD: n_fields 4; compact format; info bits 0
+ 0: len 6; hex 000000000202; asc       ;;
+ 1: len 6; hex 000000001e41; asc      A;;
+ 2: len 7; hex 820000008b0110; asc        ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+------------------
+TABLE LOCK table `test`.`t` trx id 7747 lock mode IX
+RECORD LOCKS space id 4 page no 4 n bits 72 index GEN_CLUST_INDEX of table `test`.`t`
+trx id 7747 lock_mode X waiting
+Record lock, heap no 3 PHYSICAL RECORD: n_fields 4; compact format; info bits 0
+ 0: len 6; hex 000000000202; asc       ;;
+ 1: len 6; hex 000000001e41; asc      A;;
+ 2: len 7; hex 820000008b0110; asc        ;;
+ 3: len 4; hex 80000001; asc     ;;
+
+--------
+FILE I/O
+--------
+I/O thread 0 state: waiting for i/o request (insert buffer thread)
+I/O thread 1 state: waiting for i/o request (log thread)
+I/O thread 2 state: waiting for i/o request (read thread)
+I/O thread 3 state: waiting for i/o request (read thread)
+I/O thread 4 state: waiting for i/o request (read thread)
+I/O thread 5 state: waiting for i/o request (read thread)
+I/O thread 6 state: waiting for i/o request (write thread)
+I/O thread 7 state: waiting for i/o request (write thread)
+I/O thread 8 state: waiting for i/o request (write thread)
+I/O thread 9 state: waiting for i/o request (write thread)
+Pending normal aio reads: [0, 0, 0, 0] , aio writes: [0, 0, 0, 0] ,
+ ibuf aio reads:, log i/o's:, sync i/o's:
+Pending flushes (fsync) log: 0; buffer pool: 0
+833 OS file reads, 605 OS file writes, 208 OS fsyncs
+0.00 reads/s, 0 avg bytes/read, 0.00 writes/s, 0.00 fsyncs/s
+-------------------------------------
+INSERT BUFFER AND ADAPTIVE HASH INDEX
+-------------------------------------
+Ibuf: size 1, free list len 0, seg size 2, 0 merges
+merged operations:
+ insert 0, delete mark 0, delete 0
+discarded operations:
+ insert 0, delete mark 0, delete 0
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 1 buffer(s)
+Hash table size 553253, node heap has 3 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+Hash table size 553253, node heap has 0 buffer(s)
+0.00 hash searches/s, 0.00 non-hash searches/s
+---
+LOG
+---
+Log sequence number          19643450
+Log buffer assigned up to    19643450
+Log buffer completed up to   19643450
+Log written up to            19643450
+Log flushed up to            19643450
+Added dirty pages up to      19643450
+Pages flushed up to          19643450
+Last checkpoint at           19643450
+129 log i/o's done, 0.00 log i/o's/second
+----------------------
+BUFFER POOL AND MEMORY
+----------------------
+Total large memory allocated 2198863872
+Dictionary memory allocated 409606
+Buffer pool size   131072
+Free buffers       130095
+Database pages     973
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 810, created 163, written 404
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 973, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+----------------------
+INDIVIDUAL BUFFER POOL INFO
+----------------------
+---BUFFER POOL 0
+Buffer pool size   65536
+Free buffers       65043
+Database pages     491
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 411, created 80, written 210
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+Buffer pool hit rate 1000 / 1000, young-making rate 0 / 1000 not 0 / 1000
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 491, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+---BUFFER POOL 1
+Buffer pool size   65536
+Free buffers       65052
+Database pages     482
+Old database pages 0
+Modified db pages  0
+Pending reads      0
+Pending writes: LRU 0, flush list 0, single page 0
+Pages made young 0, not young 0
+0.00 youngs/s, 0.00 non-youngs/s
+Pages read 399, created 83, written 194
+0.00 reads/s, 0.00 creates/s, 0.00 writes/s
+No buffer pool page gets since the last printout
+Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s
+LRU len: 482, unzip_LRU len: 0
+I/O sum[0]:cur[0], unzip sum[0]:cur[0]
+--------------
+ROW OPERATIONS
+--------------
+0 queries inside InnoDB, 0 queries in queue
+0 read views open inside InnoDB
+Process ID=5772, Main thread ID=140286437054208 , state=sleeping
+Number of rows inserted 57, updated 354, deleted 4, read 4421
+0.00 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s
+----------------------------
+END OF INNODB MONITOR OUTPUT
+============================
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mariadb_1011.json b/mysql/tests/results/innodb_status_mariadb_1011.json
new file mode 100644
index 0000000000000..5d8c000f35ff7
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mariadb_1011.json
@@ -0,0 +1,25 @@
+{
+    "Innodb_tables_in_use": "21",
+    "Innodb_locked_tables": "16",
+    "Innodb_history_list_length": "48",
+    "Innodb_current_transactions": "83",
+    "Innodb_lock_structs": "1105",
+    "Innodb_active_transactions": "7",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "160",
+    "Innodb_os_file_writes": "748613",
+    "Innodb_os_file_fsyncs": "746133",
+    "Innodb_lsn_current": "404971760",
+    "Innodb_lsn_flushed": "404971760",
+    "Innodb_lsn_last_checkpoint": "353645295",
+    "Innodb_mem_total": "167772160",
+    "Innodb_buffer_pool_pages_total": "8064",
+    "Innodb_buffer_pool_pages_free": "4850",
+    "Innodb_buffer_pool_pages_data": "3206",
+    "Innodb_buffer_pool_pages_dirty": "413",
+    "Innodb_pages_read": "149",
+    "Innodb_pages_created": "4218",
+    "Innodb_pages_written": "3599",
+    "Innodb_read_views": "5",
+    "Innodb_checkpoint_age": "51326465"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mariadb_105.json b/mysql/tests/results/innodb_status_mariadb_105.json
new file mode 100644
index 0000000000000..1071c27a3d778
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mariadb_105.json
@@ -0,0 +1,47 @@
+{
+    "Innodb_s_lock_spin_waits": "94",
+    "Innodb_s_lock_spin_rounds": "285",
+    "Innodb_s_lock_os_waits": "1",
+    "Innodb_x_lock_spin_waits": "5",
+    "Innodb_x_lock_spin_rounds": "47",
+    "Innodb_x_lock_os_waits": "1",
+    "Innodb_history_list_length": "0",
+    "Innodb_current_transactions": "94",
+    "Innodb_lock_structs": "1900",
+    "Innodb_active_transactions": "6",
+    "Innodb_tables_in_use": "24",
+    "Innodb_locked_tables": "22",
+    "Innodb_pending_log_flushes": "1",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "174",
+    "Innodb_os_file_writes": "31762",
+    "Innodb_os_file_fsyncs": "32748",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_lsn_current": "62359978",
+    "Innodb_lsn_flushed": "62359626",
+    "Innodb_lsn_last_checkpoint": "45103",
+    "Innodb_pending_log_writes": "1",
+    "Innodb_pending_checkpoint_writes": "0",
+    "Innodb_log_writes": "31748",
+    "Innodb_mem_total": "167772160",
+    "Innodb_buffer_pool_pages_total": "8065",
+    "Innodb_buffer_pool_pages_free": "4675",
+    "Innodb_buffer_pool_pages_data": "3377",
+    "Innodb_buffer_pool_pages_dirty": "3236",
+    "Innodb_pages_read": "160",
+    "Innodb_pages_created": "3217",
+    "Innodb_pages_written": "0",
+    "Innodb_read_views": "3",
+    "Innodb_rows_inserted": "365032",
+    "Innodb_rows_updated": "0",
+    "Innodb_rows_deleted": "26940",
+    "Innodb_rows_read": "4256957713",
+    "Innodb_checkpoint_age": "62314875"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mariadb_106.json b/mysql/tests/results/innodb_status_mariadb_106.json
new file mode 100644
index 0000000000000..4f5b386864cff
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mariadb_106.json
@@ -0,0 +1,41 @@
+{
+    "Innodb_history_list_length": "24",
+    "Innodb_current_transactions": "92",
+    "Innodb_lock_structs": "1254",
+    "Innodb_active_transactions": "7",
+    "Innodb_tables_in_use": "19",
+    "Innodb_locked_tables": "15",
+    "Innodb_pending_log_flushes": "0",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "163",
+    "Innodb_os_file_writes": "55363",
+    "Innodb_os_file_fsyncs": "53552",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_lsn_current": "77575733",
+    "Innodb_lsn_flushed": "77575733",
+    "Innodb_lsn_last_checkpoint": "70775960",
+    "Innodb_pending_log_writes": "0",
+    "Innodb_pending_checkpoint_writes": "0",
+    "Innodb_log_writes": "52532",
+    "Innodb_mem_total": "167772160",
+    "Innodb_buffer_pool_pages_total": "8112",
+    "Innodb_buffer_pool_pages_free": "4897",
+    "Innodb_buffer_pool_pages_data": "3206",
+    "Innodb_buffer_pool_pages_dirty": "401",
+    "Innodb_pages_read": "149",
+    "Innodb_pages_created": "3323",
+    "Innodb_pages_written": "2830",
+    "Innodb_read_views": "3",
+    "Innodb_rows_inserted": "383660",
+    "Innodb_rows_updated": "0",
+    "Innodb_rows_deleted": "45535",
+    "Innodb_rows_read": "7312168973",
+    "Innodb_checkpoint_age": "6799773"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mariadb_111.json b/mysql/tests/results/innodb_status_mariadb_111.json
new file mode 100644
index 0000000000000..0e035c41e5d67
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mariadb_111.json
@@ -0,0 +1,25 @@
+{
+    "Innodb_history_list_length": "53",
+    "Innodb_current_transactions": "82",
+    "Innodb_lock_structs": "1213",
+    "Innodb_active_transactions": "7",
+    "Innodb_tables_in_use": "19",
+    "Innodb_locked_tables": "15",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "170",
+    "Innodb_os_file_writes": "64812",
+    "Innodb_os_file_fsyncs": "62896",
+    "Innodb_lsn_current": "85062982",
+    "Innodb_lsn_flushed": "85062982",
+    "Innodb_lsn_last_checkpoint": "70787118",
+    "Innodb_mem_total": "167772160",
+    "Innodb_buffer_pool_pages_total": "8064",
+    "Innodb_buffer_pool_pages_free": "4938",
+    "Innodb_buffer_pool_pages_data": "3118",
+    "Innodb_buffer_pool_pages_dirty": "311",
+    "Innodb_pages_read": "153",
+    "Innodb_pages_created": "3173",
+    "Innodb_pages_written": "2955",
+    "Innodb_read_views": "4",
+    "Innodb_checkpoint_age": "14275864"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mysql_56.json b/mysql/tests/results/innodb_status_mysql_56.json
new file mode 100644
index 0000000000000..5478d0847bdbc
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mysql_56.json
@@ -0,0 +1,60 @@
+{
+    "Innodb_mutex_spin_waits": "677",
+    "Innodb_mutex_spin_rounds": "20336",
+    "Innodb_mutex_os_waits": "644",
+    "Innodb_s_lock_spin_waits": "180",
+    "Innodb_s_lock_spin_rounds": "5400",
+    "Innodb_s_lock_os_waits": "180",
+    "Innodb_x_lock_spin_waits": "0",
+    "Innodb_x_lock_spin_rounds": "6420",
+    "Innodb_x_lock_os_waits": "214",
+    "Innodb_tables_in_use": "4",
+    "Innodb_locked_tables": "4",
+    "Innodb_current_transactions": "3",
+    "Innodb_active_transactions": "1",
+    "Innodb_lock_structs": "43",
+    "Innodb_pending_normal_aio_reads": "0",
+    "Innodb_pending_normal_aio_writes": "0",
+    "Innodb_pending_ibuf_aio_reads": "0",
+    "Innodb_pending_aio_log_ios": "0",
+    "Innodb_pending_aio_sync_ios": "0",
+    "Innodb_pending_log_flushes": "0",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "344",
+    "Innodb_os_file_writes": "45666",
+    "Innodb_os_file_fsyncs": "4030",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_hash_index_cells_total": "4425293",
+    "Innodb_hash_index_cells_used": "0",
+    "Innodb_lsn_current": "3091027710",
+    "Innodb_lsn_flushed": "3090240098",
+    "Innodb_lsn_last_checkpoint": "3050856266",
+    "Innodb_pending_log_writes": "0",
+    "Innodb_pending_checkpoint_writes": "0",
+    "Innodb_log_writes": "1187",
+    "Innodb_mem_total": "2197815296",
+    "Innodb_mem_additional_pool": "0",
+    "Innodb_buffer_pool_pages_total": "131071",
+    "Innodb_buffer_pool_pages_free": "92158",
+    "Innodb_buffer_pool_pages_data": "38770",
+    "Innodb_buffer_pool_pages_dirty": "619",
+    "Innodb_pages_read": "322",
+    "Innodb_pages_created": "38448",
+    "Innodb_pages_written": "42083",
+    "Innodb_queries_inside": "0",
+    "Innodb_queries_queued": "0",
+    "Innodb_read_views": "0",
+    "Innodb_rows_inserted": "12163964",
+    "Innodb_rows_updated": "0",
+    "Innodb_rows_deleted": "3",
+    "Innodb_rows_read": "4",
+    "Innodb_checkpoint_age": "40171444",
+    "Innodb_history_list_length": "371"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mysql_57.json b/mysql/tests/results/innodb_status_mysql_57.json
new file mode 100644
index 0000000000000..981639664d22a
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mysql_57.json
@@ -0,0 +1,59 @@
+{
+    "Innodb_mutex_spin_waits": "0",
+    "Innodb_mutex_spin_rounds": "0",
+    "Innodb_mutex_os_waits": "0",
+    "Innodb_s_lock_spin_waits": "38",
+    "Innodb_s_lock_spin_rounds": "76",
+    "Innodb_s_lock_os_waits": "38",
+    "Innodb_x_lock_spin_waits": "2",
+    "Innodb_x_lock_spin_rounds": "9383715",
+    "Innodb_x_lock_os_waits": "3",
+    "Innodb_tables_in_use": "4",
+    "Innodb_locked_tables": "4",
+    "Innodb_history_list_length": "23",
+    "Innodb_current_transactions": "3",
+    "Innodb_lock_structs": "8",
+    "Innodb_active_transactions": "1",
+    "Innodb_pending_normal_aio_reads": "0",
+    "Innodb_pending_normal_aio_writes": "0",
+    "Innodb_pending_ibuf_aio_reads": "0",
+    "Innodb_pending_aio_log_ios": "0",
+    "Innodb_pending_aio_sync_ios": "0",
+    "Innodb_pending_log_flushes": "0",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "224",
+    "Innodb_os_file_writes": "5770",
+    "Innodb_os_file_fsyncs": "803",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_hash_index_cells_total": "4425293",
+    "Innodb_hash_index_cells_used": "0",
+    "Innodb_lsn_current": "165913808",
+    "Innodb_lsn_flushed": "164814979",
+    "Innodb_lsn_last_checkpoint": "130503656",
+    "Innodb_pending_log_writes": "0",
+    "Innodb_pending_checkpoint_writes": "0",
+    "Innodb_log_writes": "258",
+    "Innodb_mem_total": "2198863872",
+    "Innodb_buffer_pool_pages_total": "131072",
+    "Innodb_buffer_pool_pages_free": "124908",
+    "Innodb_buffer_pool_pages_data": "5720",
+    "Innodb_buffer_pool_pages_dirty": "910",
+    "Innodb_pages_read": "197",
+    "Innodb_pages_created": "5523",
+    "Innodb_pages_written": "5060",
+    "Innodb_queries_inside": "0",
+    "Innodb_queries_queued": "0",
+    "Innodb_read_views": "0",
+    "Innodb_rows_inserted": "1526363",
+    "Innodb_rows_updated": "0",
+    "Innodb_rows_deleted": "3",
+    "Innodb_rows_read": "11",
+    "Innodb_checkpoint_age": "35410152"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mysql_80.json b/mysql/tests/results/innodb_status_mysql_80.json
new file mode 100644
index 0000000000000..a5b9c9047fcd8
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mysql_80.json
@@ -0,0 +1,55 @@
+{
+    "Innodb_s_lock_spin_waits": "4",
+    "Innodb_s_lock_spin_rounds": "8",
+    "Innodb_s_lock_os_waits": "4",
+    "Innodb_x_lock_spin_waits": "2",
+    "Innodb_x_lock_spin_rounds": "60",
+    "Innodb_x_lock_os_waits": "2",
+    "Innodb_tables_in_use": "2",
+    "Innodb_locked_tables": "2",
+    "Innodb_history_list_length": "19",
+    "Innodb_current_transactions": "2",
+    "Innodb_lock_structs": "2",
+    "Innodb_active_transactions": "1",
+    "Innodb_locked_transactions": "1",
+    "Innodb_pending_normal_aio_reads": "0",
+    "Innodb_pending_normal_aio_writes": "0",
+    "Innodb_pending_ibuf_aio_reads": "0",
+    "Innodb_pending_aio_log_ios": "0",
+    "Innodb_pending_aio_sync_ios": "0",
+    "Innodb_pending_log_flushes": "0",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "833",
+    "Innodb_os_file_writes": "605",
+    "Innodb_os_file_fsyncs": "208",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_hash_index_cells_total": "553253",
+    "Innodb_hash_index_cells_used": "0",
+    "Innodb_lsn_current": "19643450",
+    "Innodb_lsn_flushed": "19643450",
+    "Innodb_lsn_last_checkpoint": "19643450",
+    "Innodb_log_writes": "129",
+    "Innodb_mem_total": "2198863872",
+    "Innodb_buffer_pool_pages_total": "131072",
+    "Innodb_buffer_pool_pages_free": "130095",
+    "Innodb_buffer_pool_pages_data": "973",
+    "Innodb_buffer_pool_pages_dirty": "0",
+    "Innodb_pages_read": "810",
+    "Innodb_pages_created": "163",
+    "Innodb_pages_written": "404",
+    "Innodb_queries_inside": "0",
+    "Innodb_queries_queued": "0",
+    "Innodb_read_views": "0",
+    "Innodb_rows_inserted": "57",
+    "Innodb_rows_updated": "354",
+    "Innodb_rows_deleted": "4",
+    "Innodb_rows_read": "4421",
+    "Innodb_checkpoint_age": "0"
+}
\ No newline at end of file
diff --git a/mysql/tests/results/innodb_status_mysql_84.json b/mysql/tests/results/innodb_status_mysql_84.json
new file mode 100644
index 0000000000000..a5b9c9047fcd8
--- /dev/null
+++ b/mysql/tests/results/innodb_status_mysql_84.json
@@ -0,0 +1,55 @@
+{
+    "Innodb_s_lock_spin_waits": "4",
+    "Innodb_s_lock_spin_rounds": "8",
+    "Innodb_s_lock_os_waits": "4",
+    "Innodb_x_lock_spin_waits": "2",
+    "Innodb_x_lock_spin_rounds": "60",
+    "Innodb_x_lock_os_waits": "2",
+    "Innodb_tables_in_use": "2",
+    "Innodb_locked_tables": "2",
+    "Innodb_history_list_length": "19",
+    "Innodb_current_transactions": "2",
+    "Innodb_lock_structs": "2",
+    "Innodb_active_transactions": "1",
+    "Innodb_locked_transactions": "1",
+    "Innodb_pending_normal_aio_reads": "0",
+    "Innodb_pending_normal_aio_writes": "0",
+    "Innodb_pending_ibuf_aio_reads": "0",
+    "Innodb_pending_aio_log_ios": "0",
+    "Innodb_pending_aio_sync_ios": "0",
+    "Innodb_pending_log_flushes": "0",
+    "Innodb_pending_buffer_pool_flushes": "0",
+    "Innodb_os_file_reads": "833",
+    "Innodb_os_file_writes": "605",
+    "Innodb_os_file_fsyncs": "208",
+    "Innodb_ibuf_size": "1",
+    "Innodb_ibuf_free_list": "0",
+    "Innodb_ibuf_segment_size": "2",
+    "Innodb_ibuf_merges": "0",
+    "Innodb_ibuf_merged_inserts": "0",
+    "Innodb_ibuf_merged_delete_marks": "0",
+    "Innodb_ibuf_merged_deletes": "0",
+    "Innodb_ibuf_merged": "0",
+    "Innodb_hash_index_cells_total": "553253",
+    "Innodb_hash_index_cells_used": "0",
+    "Innodb_lsn_current": "19643450",
+    "Innodb_lsn_flushed": "19643450",
+    "Innodb_lsn_last_checkpoint": "19643450",
+    "Innodb_log_writes": "129",
+    "Innodb_mem_total": "2198863872",
+    "Innodb_buffer_pool_pages_total": "131072",
+    "Innodb_buffer_pool_pages_free": "130095",
+    "Innodb_buffer_pool_pages_data": "973",
+    "Innodb_buffer_pool_pages_dirty": "0",
+    "Innodb_pages_read": "810",
+    "Innodb_pages_created": "163",
+    "Innodb_pages_written": "404",
+    "Innodb_queries_inside": "0",
+    "Innodb_queries_queued": "0",
+    "Innodb_read_views": "0",
+    "Innodb_rows_inserted": "57",
+    "Innodb_rows_updated": "354",
+    "Innodb_rows_deleted": "4",
+    "Innodb_rows_read": "4421",
+    "Innodb_checkpoint_age": "0"
+}
\ No newline at end of file
diff --git a/mysql/tests/tags.py b/mysql/tests/tags.py
index 71f9e91279a36..4cd89f39fcc81 100644
--- a/mysql/tests/tags.py
+++ b/mysql/tests/tags.py
@@ -3,23 +3,35 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 from . import common
 
-DATABASE_INSTANCE_RESOURCE_TAG = 'dd.internal.resource:database_instance:{hostname}'
+
+def database_instance_resource_tags(hostname):
+    return [f'dd.internal.resource:database_instance:{hostname}', f'database_hostname:{hostname}']
+
+
 METRIC_TAGS = ['tag1:value1', 'tag2:value2']
 METRIC_TAGS_WITH_RESOURCE = [
     'tag1:value1',
     'tag2:value2',
-    DATABASE_INSTANCE_RESOURCE_TAG.format(hostname='stubbed.hostname'),
+    *database_instance_resource_tags('stubbed.hostname'),
+    'dbms_flavor:{}'.format(common.MYSQL_FLAVOR.lower()),
 ]
 SC_TAGS = [
     'port:' + str(common.PORT),
     'tag1:value1',
     'tag2:value2',
 ]
-SC_TAGS_MIN = ['port:' + str(common.PORT), DATABASE_INSTANCE_RESOURCE_TAG.format(hostname='stubbed.hostname')]
+SC_TAGS_MIN = [
+    'port:' + str(common.PORT),
+    *database_instance_resource_tags('stubbed.hostname'),
+]
 SC_TAGS_REPLICA = [
     'port:' + str(common.SLAVE_PORT),
     'tag1:value1',
     'tag2:value2',
     'dd.internal.resource:database_instance:stubbed.hostname',
+    'database_hostname:stubbed.hostname',
+]
+SC_FAILURE_TAGS = [
+    'port:unix_socket',
+    *database_instance_resource_tags('stubbed.hostname'),
 ]
-SC_FAILURE_TAGS = ['port:unix_socket', DATABASE_INSTANCE_RESOURCE_TAG.format(hostname='stubbed.hostname')]
diff --git a/mysql/tests/test_innodb_metrics.py b/mysql/tests/test_innodb_metrics.py
index f749de8d3d2f5..5646f7bcf4ad7 100644
--- a/mysql/tests/test_innodb_metrics.py
+++ b/mysql/tests/test_innodb_metrics.py
@@ -1,12 +1,32 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
+import json
 import logging
+import os
 
+import mock
 import pytest
 
 from datadog_checks.mysql.innodb_metrics import InnoDBMetrics
 
+from .common import HERE
+
+
+def get_test_file_path(filename):
+    return os.path.join(HERE, filename)
+
+
+def get_innodb_status_fixture(version):
+    with open(get_test_file_path(f'fixtures/innodb_status_{version}.txt')) as f:
+        return f.read()
+
+
+def get_innodb_status_result(version):
+    with open(get_test_file_path(f'results/innodb_status_{version}.json')) as f:
+        status = f.read()
+        return json.loads(status)
+
 
 @pytest.mark.unit
 def test_innodb_status_unicode_error(caplog):
@@ -25,3 +45,24 @@ def cursor(self, cursor):
     idb = InnoDBMetrics()
     assert idb.get_stats_from_innodb_status(MockDatabase()) == {}
     assert 'Unicode error while getting INNODB status' in caplog.text
+
+
+@pytest.mark.unit
+@pytest.mark.parametrize(
+    'version',
+    ['mysql_56', 'mysql_57', 'mysql_80', 'mysql_84', 'mariadb_106', 'mariadb_105', 'mariadb_1011', 'mariadb_111'],
+)
+def test_get_stats_from_innodb_status(caplog, version):
+    caplog.at_level(logging.WARNING)
+    idb = InnoDBMetrics()
+
+    innodb_status = get_innodb_status_fixture(version)
+    exepcted_result = get_innodb_status_result(version)
+
+    db = mock.MagicMock()
+    mocked_cursor = mock.MagicMock()
+    db.cursor.return_value = mocked_cursor
+    mocked_cursor.rowcount = 1
+    mocked_cursor.fetchone.return_value = ('InnoDB', '', innodb_status)
+    result = idb.get_stats_from_innodb_status(db)
+    assert result == exepcted_result
diff --git a/mysql/tests/test_metadata.py b/mysql/tests/test_metadata.py
index 11479c4e8b5ce..648fe032a6d36 100644
--- a/mysql/tests/test_metadata.py
+++ b/mysql/tests/test_metadata.py
@@ -676,6 +676,8 @@ def test_collect_schemas(aggregator, dd_run_check, dbm_instance):
         assert schema_event.get("dbms_version") is not None
         assert (schema_event.get("flavor") == "MariaDB") or (schema_event.get("flavor") == "MySQL")
         assert sorted(schema_event["tags"]) == [
+            'database_hostname:stubbed.hostname',
+            'dbms_flavor:{}'.format(common.MYSQL_FLAVOR.lower()),
             'dd.internal.resource:database_instance:stubbed.hostname',
             'port:13306',
             'tag1:value1',
@@ -700,6 +702,7 @@ def test_collect_schemas(aggregator, dd_run_check, dbm_instance):
         assert deep_compare(expected_data_for_db[db_name], actual_payload)
 
 
+@pytest.mark.integration
 def test_schemas_collection_truncated(aggregator, dd_run_check, dbm_instance):
 
     dbm_instance['dbm'] = True
diff --git a/mysql/tests/test_mysql.py b/mysql/tests/test_mysql.py
index f2baef2e86ec6..f8214ee777781 100644
--- a/mysql/tests/test_mysql.py
+++ b/mysql/tests/test_mysql.py
@@ -3,7 +3,6 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import copy
 import logging
-from os import environ
 
 import mock
 import pytest
@@ -102,7 +101,7 @@ def test_complex_config(aggregator, dd_run_check, instance_complex):
 
     _assert_complex_config(
         aggregator,
-        tags.SC_TAGS + [tags.DATABASE_INSTANCE_RESOURCE_TAG.format(hostname='stubbed.hostname')],
+        tags.SC_TAGS + tags.database_instance_resource_tags('stubbed.hostname'),
         tags.METRIC_TAGS_WITH_RESOURCE,
     )
     aggregator.assert_metrics_using_metadata(
@@ -117,8 +116,8 @@ def test_e2e(dd_agent_check, dd_default_hostname, instance_complex):
     aggregator = dd_agent_check(instance_complex)
     _assert_complex_config(
         aggregator,
-        tags.SC_TAGS + [tags.DATABASE_INSTANCE_RESOURCE_TAG.format(hostname=dd_default_hostname)],
-        tags.METRIC_TAGS,
+        tags.SC_TAGS + tags.database_instance_resource_tags(dd_default_hostname),
+        tags.METRIC_TAGS + [f'database_hostname:{dd_default_hostname}', 'dbms_flavor:{}'.format(MYSQL_FLAVOR.lower())],
         hostname=dd_default_hostname,
         e2e=True,
     )
@@ -313,7 +312,7 @@ def test_complex_config_replica(aggregator, dd_run_check, instance_complex):
         + variables.REPLICATION_OPERATION_TIME_METRICS
     )
 
-    if MYSQL_VERSION_PARSED >= parse_version('5.6') and environ.get('MYSQL_FLAVOR') != 'mariadb':
+    if MYSQL_VERSION_PARSED >= parse_version('5.6') and MYSQL_FLAVOR != 'mariadb':
         testable_metrics.extend(variables.PERFORMANCE_VARS + variables.COMMON_PERFORMANCE_VARS)
         operation_time_metrics.extend(
             variables.COMMON_PERFORMANCE_OPERATION_TIME_METRICS + variables.PERFORMANCE_OPERATION_TIME_METRICS
@@ -391,6 +390,7 @@ def test_complex_config_replica(aggregator, dd_run_check, instance_complex):
         assert mysql_check._is_group_replication_active(db) is False
 
 
+@pytest.mark.integration
 @pytest.mark.parametrize(
     'dbm_enabled, reported_hostname, expected_hostname',
     [
@@ -414,12 +414,10 @@ def test_correct_hostname(dbm_enabled, reported_hostname, expected_hostname, agg
     with mock.patch('datadog_checks.mysql.MySql.resolve_db_host', return_value='resolved.hostname') as resolve_db_host:
         mysql_check = MySql(common.CHECK_NAME, {}, [instance_basic])
         dd_run_check(mysql_check)
-        if reported_hostname:
-            assert resolve_db_host.called is False, 'Expected resolve_db_host.called to be False'
-        else:
-            assert resolve_db_host.called is True
+        assert resolve_db_host.called is True
 
     expected_tags = [
+        'database_hostname:{}'.format(mysql_check.database_hostname),
         'server:{}'.format(HOST),
         'port:{}'.format(PORT),
         'dd.internal.resource:database_instance:{}'.format(expected_hostname),
@@ -710,7 +708,8 @@ def test_set_resources(aggregator, dd_run_check, instance_basic, cloud_metadata,
     for m in metric_names:
         aggregator.assert_metric_has_tag("mysql.net.connections", m)
     aggregator.assert_metric_has_tag(
-        "mysql.net.connections", tags.DATABASE_INSTANCE_RESOURCE_TAG.format(hostname=mysql_check.resolved_hostname)
+        "mysql.net.connections",
+        f'dd.internal.resource:database_instance:{mysql_check.resolved_hostname}',
     )
 
 
@@ -793,6 +792,7 @@ def test_propagate_agent_tags(
     expected_tags = (
         instance_basic.get('tags', [])
         + [
+            'database_hostname:stubbed.hostname',
             'server:{}'.format(HOST),
             'port:{}'.format(PORT),
             'dd.internal.resource:database_instance:forced_hostname',
diff --git a/mysql/tests/test_query_activity.py b/mysql/tests/test_query_activity.py
index 01695b84e2e2c..6571e60c6d820 100644
--- a/mysql/tests/test_query_activity.py
+++ b/mysql/tests/test_query_activity.py
@@ -10,7 +10,6 @@
 from contextlib import closing
 from copy import copy
 from datetime import datetime
-from os import environ
 from threading import Event
 
 import mock
@@ -23,7 +22,7 @@
 from datadog_checks.mysql.activity import MySQLActivity
 from datadog_checks.mysql.util import StatementTruncationState
 
-from .common import CHECK_NAME, HOST, MYSQL_VERSION_PARSED, PORT
+from .common import CHECK_NAME, HOST, MYSQL_FLAVOR, MYSQL_VERSION_PARSED, PORT
 
 ACTIVITY_JSON_PLANS_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "activity")
 
@@ -59,7 +58,7 @@ def dbm_instance(instance_complex):
             'SELECT id, name FROM testdb.users FOR UPDATE',
             (
                 '4d09873d44c33af7'
-                if MYSQL_VERSION_PARSED > parse_version('5.7') and environ.get('MYSQL_FLAVOR') != 'mariadb'
+                if MYSQL_VERSION_PARSED > parse_version('5.7') and MYSQL_FLAVOR != 'mariadb'
                 else 'aca1be410fbadb61'
             ),
             StatementTruncationState.not_truncated.value,
@@ -70,7 +69,7 @@ def dbm_instance(instance_complex):
             ),
             (
                 '4a12d7afe06cf40'
-                if environ.get('MYSQL_FLAVOR') == 'mariadb'
+                if MYSQL_FLAVOR == 'mariadb'
                 else ('da7d6b1e9deb88e' if MYSQL_VERSION_PARSED > parse_version('5.7') else '63bd1fd025c7f7fb')
             ),
             StatementTruncationState.truncated.value,
@@ -113,7 +112,13 @@ def _run_blocking(conn):
     assert activity['dbm_type'] == 'activity'
     assert activity['ddsource'] == 'mysql'
     assert activity['ddagentversion'], "missing agent version"
-    assert set(activity['ddtags']) == {'tag1:value1', 'tag2:value2', 'port:13306'}
+    assert set(activity['ddtags']) == {
+        'database_hostname:stubbed.hostname',
+        'tag1:value1',
+        'tag2:value2',
+        'port:13306',
+        'dbms_flavor:{}'.format(MYSQL_FLAVOR.lower()),
+    }
     assert type(activity['collection_interval']) in (float, int), "invalid collection_interval"
 
     assert activity['mysql_activity'], "should have at least one activity row"
@@ -132,8 +137,7 @@ def _run_blocking(conn):
     # sql text length limits
     expected_sql_text = (
         query[:1021] + '...'
-        if len(query) > 1024
-        and (MYSQL_VERSION_PARSED == parse_version('5.6') or environ.get('MYSQL_FLAVOR') == 'mariadb')
+        if len(query) > 1024 and (MYSQL_VERSION_PARSED == parse_version('5.6') or MYSQL_FLAVOR == 'mariadb')
         else query[:4093] + '...' if len(query) > 4096 else query
     )
     assert blocked_row['sql_text'] == expected_sql_text
@@ -193,7 +197,7 @@ def test_activity_metadata(aggregator, dd_run_check, dbm_instance, datadog_agent
     """
     query_signature = (
         '4d09873d44c33af7'
-        if MYSQL_VERSION_PARSED > parse_version('5.7') and environ.get('MYSQL_FLAVOR') != 'mariadb'
+        if MYSQL_VERSION_PARSED > parse_version('5.7') and MYSQL_FLAVOR != 'mariadb'
         else 'e7f7cb251194df29'
     )
 
@@ -522,9 +526,11 @@ def test_events_wait_current_disabled_no_warning_azure_flexible_server(
 # directly to metrics-intake, so they should also be properly tagged with a resource
 def _expected_dbm_job_err_tags(dbm_instance):
     return dbm_instance['tags'] + [
+        'database_hostname:stubbed.hostname',
         'job:query-activity',
         'port:{}'.format(PORT),
         'dd.internal.resource:database_instance:stubbed.hostname',
+        'dbms_flavor:{}'.format(MYSQL_FLAVOR.lower()),
     ]
 
 
@@ -539,7 +545,7 @@ def test_if_deadlock_metric_is_collected(aggregator, dd_run_check, dbm_instance)
 
 
 @pytest.mark.skipif(
-    environ.get('MYSQL_FLAVOR') == 'mariadb' or MYSQL_VERSION_PARSED < parse_version('8.0'),
+    MYSQL_FLAVOR == 'mariadb' or MYSQL_VERSION_PARSED < parse_version('8.0'),
     reason='Deadock count is not updated in MariaDB or older MySQL versions',
 )
 @pytest.mark.integration
diff --git a/mysql/tests/test_statements.py b/mysql/tests/test_statements.py
index 7fdbfb87ca5a8..99397253d6374 100644
--- a/mysql/tests/test_statements.py
+++ b/mysql/tests/test_statements.py
@@ -20,7 +20,7 @@
 from datadog_checks.mysql.statement_samples import StatementTruncationState
 
 from . import common
-from .common import MYSQL_VERSION_PARSED
+from .common import MYSQL_FLAVOR, MYSQL_VERSION_PARSED
 
 logger = logging.getLogger(__name__)
 
@@ -103,10 +103,19 @@ def test_statement_samples_enabled_config(dbm_instance, statement_samples_key, s
 )
 @pytest.mark.parametrize("default_schema", [None, "testdb"])
 @pytest.mark.parametrize("aurora_replication_role", [None, "writer", "reader"])
+@pytest.mark.parametrize("only_query_recent_statements", [False, True])
 @mock.patch.dict('os.environ', {'DDEV_SKIP_GENERIC_TAGS_CHECK': 'true'})
 def test_statement_metrics(
-    aggregator, dd_run_check, dbm_instance, query, default_schema, datadog_agent, aurora_replication_role
+    aggregator,
+    dd_run_check,
+    dbm_instance,
+    query,
+    default_schema,
+    datadog_agent,
+    aurora_replication_role,
+    only_query_recent_statements,
 ):
+    dbm_instance['query_metrics']['only_query_recent_statements'] = only_query_recent_statements
     mysql_check = MySql(common.CHECK_NAME, {}, [dbm_instance])
 
     def run_query(q):
@@ -853,16 +862,23 @@ def test_async_job_cancel(aggregator, dd_run_check, dbm_instance):
 
 
 def _expected_dbm_instance_tags(dbm_instance):
-    return dbm_instance.get('tags', []) + ['server:{}'.format(common.HOST), 'port:{}'.format(common.PORT)]
+    return dbm_instance.get('tags', []) + [
+        'database_hostname:{}'.format('stubbed.hostname'),
+        'server:{}'.format(common.HOST),
+        'port:{}'.format(common.PORT),
+        'dbms_flavor:{}'.format(MYSQL_FLAVOR.lower()),
+    ]
 
 
 # the inactive job metrics are emitted from the main integrations
 # directly to metrics-intake, so they should also be properly tagged with a resource
 def _expected_dbm_job_err_tags(dbm_instance):
     return dbm_instance['tags'] + [
+        'database_hostname:{}'.format('stubbed.hostname'),
         'port:{}'.format(common.PORT),
         'server:{}'.format(common.HOST),
         'dd.internal.resource:database_instance:stubbed.hostname',
+        'dbms_flavor:{}'.format(common.MYSQL_FLAVOR.lower()),
     ]
 
 
diff --git a/mysql/tests/test_unit.py b/mysql/tests/test_unit.py
index 94ae3912e4197..ac84bbf83d4fb 100644
--- a/mysql/tests/test_unit.py
+++ b/mysql/tests/test_unit.py
@@ -298,14 +298,44 @@ def cursor(self):
 @pytest.mark.parametrize(
     'disable_generic_tags, hostname, expected_tags',
     [
-        (True, None, {'port:unix_socket', 'dd.internal.resource:database_instance:stubbed.hostname'}),
+        (
+            True,
+            None,
+            {
+                'port:unix_socket',
+                'database_hostname:stubbed.hostname',
+                'dd.internal.resource:database_instance:stubbed.hostname',
+            },
+        ),
         (
             False,
             None,
-            {'port:unix_socket', 'server:localhost', 'dd.internal.resource:database_instance:stubbed.hostname'},
+            {
+                'port:unix_socket',
+                'server:localhost',
+                'database_hostname:stubbed.hostname',
+                'dd.internal.resource:database_instance:stubbed.hostname',
+            },
+        ),
+        (
+            True,
+            'foo',
+            {
+                'port:unix_socket',
+                'database_hostname:stubbed.hostname',
+                'dd.internal.resource:database_instance:stubbed.hostname',
+            },
+        ),
+        (
+            False,
+            'foo',
+            {
+                'port:unix_socket',
+                'server:foo',
+                'database_hostname:stubbed.hostname',
+                'dd.internal.resource:database_instance:stubbed.hostname',
+            },
         ),
-        (True, 'foo', {'port:unix_socket', 'dd.internal.resource:database_instance:stubbed.hostname'}),
-        (False, 'foo', {'port:unix_socket', 'server:foo', 'dd.internal.resource:database_instance:stubbed.hostname'}),
     ],
 )
 def test_service_check(disable_generic_tags, expected_tags, hostname):
diff --git a/mysql/tests/variables.py b/mysql/tests/variables.py
index 246616bc1c426..825c44307f76e 100644
--- a/mysql/tests/variables.py
+++ b/mysql/tests/variables.py
@@ -25,6 +25,8 @@
     # Table Cache Metrics
     'mysql.performance.open_files',
     'mysql.performance.open_tables',
+    # Performance schema metrics
+    'mysql.performance.performance_schema_digest_lost',
     # Network Metrics
     'mysql.performance.bytes_sent',
     'mysql.performance.bytes_received',
diff --git a/nagios/CHANGELOG.md b/nagios/CHANGELOG.md
index 6086ec60aa313..355b10560e7ff 100644
--- a/nagios/CHANGELOG.md
+++ b/nagios/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.13.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/nagios/changelog.d/18207.added b/nagios/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/nagios/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/nagios/changelog.d/18580.removed b/nagios/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/nagios/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/nagios/changelog.d/18617.fixed b/nagios/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/nagios/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/nagios/datadog_checks/nagios/__about__.py b/nagios/datadog_checks/nagios/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/nagios/datadog_checks/nagios/__about__.py
+++ b/nagios/datadog_checks/nagios/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/network/CHANGELOG.md b/network/CHANGELOG.md
index 337302b4c0645..d3ede10e3db78 100644
--- a/network/CHANGELOG.md
+++ b/network/CHANGELOG.md
@@ -2,7 +2,23 @@
 
 <!-- towncrier release notes start -->
 
-## 4.1.0 / 2024-10-04
+## 5.1.0 / 2024-10-31 / Agent 7.60.0
+
+***Added***:
+
+* Add mtu and speed tags to interfaces that support it ([#18819](https://github.com/DataDog/integrations-core/pull/18819))
+
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.1.0 / 2024-10-04 / Agent 7.58.0
 
 ***Fixed***:
 
@@ -16,6 +32,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 3.4.0 / 2024-09-05
diff --git a/network/changelog.d/18207.added b/network/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/network/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/network/changelog.d/18580.removed b/network/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/network/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/network/changelog.d/18617.fixed b/network/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/network/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/network/datadog_checks/network/__about__.py b/network/datadog_checks/network/__about__.py
index d83361248d388..838ab4cb18c61 100644
--- a/network/datadog_checks/network/__about__.py
+++ b/network/datadog_checks/network/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.1.0'
+__version__ = '5.1.0'
diff --git a/network/datadog_checks/network/check_linux.py b/network/datadog_checks/network/check_linux.py
index 7bd7cfc452256..0e5c06f3dc377 100644
--- a/network/datadog_checks/network/check_linux.py
+++ b/network/datadog_checks/network/check_linux.py
@@ -127,12 +127,23 @@ def check(self, _):
         #     lo:45890956   112797   0    0    0     0          0         0    45890956   112797    0    0    0     0       0          0 # noqa: E501
         #   eth0:631947052 1042233   0   19    0   184          0      1206  1208625538  1320529    0    0    0     0       0          0 # noqa: E501
         #   eth1:       0        0   0    0    0     0          0         0           0        0    0    0    0     0       0          0 # noqa: E501
+        sys_net_location = '/sys/class/net'
         for line in lines[2:]:
             cols = line.split(':', 1)
             x = cols[1].split()
             # Filter inactive interfaces
             if self.parse_int(x[0]) or self.parse_int(x[8]):
                 iface = cols[0].strip()
+
+                # Try to get the NIC speed and MTU for additional tagging
+                meta_tags = []
+                speed_path = os.path.join(sys_net_location, iface, 'speed')
+                mtu_path = os.path.join(sys_net_location, iface, 'mtu')
+                if speed_value := self._read_int_file(speed_path):
+                    meta_tags.extend(['speed:' + str(speed_value)])
+                if mtu_value := self._read_int_file(mtu_path):
+                    meta_tags.extend(['mtu:' + str(mtu_value)])
+
                 metrics = {
                     'bytes_rcvd': self.parse_int(x[0]),
                     'bytes_sent': self.parse_int(x[8]),
@@ -143,7 +154,7 @@ def check(self, _):
                     'packets_out.drop': self.parse_int(x[11]),
                     'packets_out.error': self.parse_int(x[10]) + self.parse_int(x[11]),
                 }
-                self.submit_devicemetrics(iface, metrics, custom_tags)
+                self.submit_devicemetrics(iface, metrics, meta_tags + custom_tags)
                 self._handle_ethtool_stats(iface, custom_tags)
 
         netstat_data = {}
diff --git a/network_path/manifest.json b/network_path/manifest.json
index ea5c107897c1f..e43f0cf937a66 100644
--- a/network_path/manifest.json
+++ b/network_path/manifest.json
@@ -13,6 +13,7 @@
     "media": [],
     "classifier_tags": [
       "Supported OS::Linux",
+      "Supported OS::Windows",
       "Category::Network",
       "Offering::Integration"
     ]
diff --git a/nfsstat/CHANGELOG.md b/nfsstat/CHANGELOG.md
index 06bdab23623be..2ee0f4464afbd 100644
--- a/nfsstat/CHANGELOG.md
+++ b/nfsstat/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.13.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/nfsstat/changelog.d/18207.added b/nfsstat/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/nfsstat/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/nfsstat/changelog.d/18580.removed b/nfsstat/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/nfsstat/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/nfsstat/changelog.d/18617.fixed b/nfsstat/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/nfsstat/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/nfsstat/datadog_checks/nfsstat/__about__.py b/nfsstat/datadog_checks/nfsstat/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/nfsstat/datadog_checks/nfsstat/__about__.py
+++ b/nfsstat/datadog_checks/nfsstat/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/nginx/CHANGELOG.md b/nginx/CHANGELOG.md
index 609c9dedbb18b..e4619d46162d8 100644
--- a/nginx/CHANGELOG.md
+++ b/nginx/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/nginx/changelog.d/18207.added b/nginx/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/nginx/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/nginx/changelog.d/18580.removed b/nginx/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/nginx/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/nginx/changelog.d/18617.fixed b/nginx/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/nginx/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/nginx/datadog_checks/nginx/__about__.py b/nginx/datadog_checks/nginx/__about__.py
index 3134ece129a2d..03958a8f1be6b 100644
--- a/nginx/datadog_checks/nginx/__about__.py
+++ b/nginx/datadog_checks/nginx/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '7.0.0'
+__version__ = '8.0.0'
diff --git a/nginx/tests/docker/docker-compose.yaml b/nginx/tests/docker/docker-compose.yaml
index 115f96399c8c8..6c7b2ecc34dc3 100644
--- a/nginx/tests/docker/docker-compose.yaml
+++ b/nginx/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.5'
-
 services:
   nginx:
     image: ${NGINX_IMAGE}
diff --git a/nginx_ingress_controller/CHANGELOG.md b/nginx_ingress_controller/CHANGELOG.md
index 56e5f05c1245b..d136636c95aab 100644
--- a/nginx_ingress_controller/CHANGELOG.md
+++ b/nginx_ingress_controller/CHANGELOG.md
@@ -2,12 +2,31 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Added***:
+
+* Collect nginx ingress controller metrics related to request and response sizes ([#17509](https://github.com/DataDog/integrations-core/pull/17509))
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.6.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/nginx_ingress_controller/changelog.d/17509.added b/nginx_ingress_controller/changelog.d/17509.added
deleted file mode 100644
index 14f1e196fd0c2..0000000000000
--- a/nginx_ingress_controller/changelog.d/17509.added
+++ /dev/null
@@ -1 +0,0 @@
-Collect nginx ingress controller metrics related to request and response sizes
diff --git a/nginx_ingress_controller/changelog.d/18207.added b/nginx_ingress_controller/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/nginx_ingress_controller/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/nginx_ingress_controller/changelog.d/18580.removed b/nginx_ingress_controller/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/nginx_ingress_controller/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/nginx_ingress_controller/changelog.d/18617.fixed b/nginx_ingress_controller/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/nginx_ingress_controller/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/nginx_ingress_controller/datadog_checks/nginx_ingress_controller/__about__.py b/nginx_ingress_controller/datadog_checks/nginx_ingress_controller/__about__.py
index beaee23baf7e1..741960d95510d 100644
--- a/nginx_ingress_controller/datadog_checks/nginx_ingress_controller/__about__.py
+++ b/nginx_ingress_controller/datadog_checks/nginx_ingress_controller/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/ntp/README.md b/ntp/README.md
index b22fbdfb3e18d..60444076f8de7 100644
--- a/ntp/README.md
+++ b/ntp/README.md
@@ -27,12 +27,37 @@ The NTP check is included in the [Datadog Agent][1] package, so you don't need t
 
 ### Configuration
 
+<!-- xxx tabs xxx -->
+<!-- xxx tab "Host" xxx -->
+
+#### Host
+
 The Agent enables the NTP check by default. To configure the check yourself, edit the file `ntp.d/conf.yaml` in the `conf.d/` folder at the root of your [Agent's configuration directory][2]. See the [sample ntp.d/conf.yaml][3] for all available configuration options.
 
 Outgoing UDP traffic over the port `123` should be allowed so the Agent can confirm that the local server time is reasonably accurate according to the Datadog NTP servers.
 
 **Note**: If you edit the Datadog-NTP check configuration file, [restart the Agent][4] to effect any configuration changes.
 
+<!-- xxz tab xxx -->
+
+<!-- xxx tab "Containerized" xxx -->
+
+#### Containerized
+
+For containerized environments, see the documentation concerning [Autodiscovery configurations][9] for guidance on applying the parameters below. See the sample [ntp.d/conf.yaml][10] for all available configuration options.
+
+##### Metric collection
+
+| Parameter            | Value                        |
+|----------------------|------------------------------|
+| `<INTEGRATION_NAME>` | `["ntp"]`                    |
+| `<INIT_CONFIG>`      | `[{}]`                       |
+| `<INSTANCE_CONFIG>`  | `[{"host": "<NTP_SERVER>"}]` |
+
+<!-- xxz tab xxx -->
+
+<!-- xxz tabs xxx -->
+
 ### Validation
 
 [Run the Agent's `status` subcommand][5] and look for `ntp` under the Checks section.
@@ -62,3 +87,5 @@ Need help? Contact [Datadog support][8].
 [6]: https://github.com/DataDog/integrations-core/blob/master/ntp/metadata.csv
 [7]: https://github.com/DataDog/integrations-core/blob/master/ntp/assets/service_checks.json
 [8]: https://docs.datadoghq.com/help/
+[9]: https://docs.datadoghq.com/containers/kubernetes/integrations/?tab=annotations#configuration
+[10]: https://github.com/DataDog/datadog-agent/blob/main/cmd/agent/dist/conf.d/ntp.d/conf.yaml.default
\ No newline at end of file
diff --git a/nvidia_jetson/README.md b/nvidia_jetson/README.md
index 6c40a8da2edc7..98238ff22a50a 100644
--- a/nvidia_jetson/README.md
+++ b/nvidia_jetson/README.md
@@ -1,15 +1,15 @@
-# Agent Check: Nvidia Jetson
+# Agent Check: NVIDIA Jetson
 
 ## Overview
 
-This check monitors an [Nvidia Jetson][1] board.
+This check monitors an [NVIDIA Jetson][1] board.
 It reports the metrics collected from `tegrastats`.
 
 ## Setup
 
 ### Installation
 
-The Nvidia Jetson check is included in the [Datadog Agent][2] package.
+The NVIDIA Jetson check is included in the [Datadog Agent][2] package.
 No additional installation is needed on your server.
 
 ### Configuration
@@ -40,11 +40,11 @@ Some metrics are reported only if `use_sudo` is set to true:
 
 ### Service Checks
 
-The Nvidia Jetson integration does not include any service checks.
+The NVIDIA Jetson integration does not include any service checks.
 
 ### Events
 
-The Nvidia Jetson integration does not include any events.
+The NVIDIA Jetson integration does not include any events.
 
 ## Troubleshooting
 
diff --git a/nvidia_nim/CHANGELOG.md b/nvidia_nim/CHANGELOG.md
new file mode 100644
index 0000000000000..fbd141ca35f92
--- /dev/null
+++ b/nvidia_nim/CHANGELOG.md
@@ -0,0 +1,13 @@
+# CHANGELOG - nvidia_nim
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-11-28
+
+***Added***:
+
+* Initial Release ([#18964](https://github.com/DataDog/integrations-core/pull/18964))
+
+***Fixed***:
+
+* Bump base package dependency to get fixed pyyaml. ([#19156](https://github.com/DataDog/integrations-core/pull/19156))
diff --git a/nvidia_nim/README.md b/nvidia_nim/README.md
new file mode 100644
index 0000000000000..4e33ff2673059
--- /dev/null
+++ b/nvidia_nim/README.md
@@ -0,0 +1,64 @@
+# Agent Check: nvidia_nim
+
+## Overview
+
+This check monitors [NVIDIA NIM][1] through the Datadog Agent. 
+
+## Setup
+
+<div class="alert alert-warning">
+This integration is currently in Preview. Its availability is subject to change in the future. 
+</div>
+
+Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+**Requirements**:
+- This check requires Agent v7.61.0+
+- This check uses [OpenMetrics][10] for metric collection, which requires Python 3.
+
+### Installation
+
+The NVIDIA NIM check is included in the [Datadog Agent][2] package. No additional installation is needed on your server.
+
+### Configuration
+
+NVIDIA NIM provides Prometheus [metrics][1] indicating request statistics. By default, these metrics are available at http://localhost:8000/metrics. The Datadog Agent can collect the exposed metrics using this integration. Follow the instructions below to configure data collection from any or all of the components.
+
+To start collecting your NVIDIA NIM performance data:
+1. Edit the `nvidia_nim.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your NVIDIA NIM performance data. See the [sample nvidia_nim.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `nvidia_nim` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The NVIDIA NIM integration does not include any events.
+
+### Service Checks
+
+See [service_checks.json][8] for a list of service checks provided by this integration.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][9].
+
+
+[1]: https://docs.nvidia.com/nim/large-language-models/latest/observability.html
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/nvidia_nim/datadog_checks/nvidia_nim/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/nvidia_nim/metadata.csv
+[8]: https://github.com/DataDog/integrations-core/blob/master/nvidia_nim/assets/service_checks.json
+[9]: https://docs.datadoghq.com/help/
+[10]: https://docs.datadoghq.com/integrations/openmetrics/
\ No newline at end of file
diff --git a/nvidia_nim/assets/configuration/spec.yaml b/nvidia_nim/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..b5860dffc173c
--- /dev/null
+++ b/nvidia_nim/assets/configuration/spec.yaml
@@ -0,0 +1,21 @@
+name: nvidia_nim
+files:
+- name: nvidia_nim.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/openmetrics
+  - template: instances
+    options:
+    - template: instances/openmetrics
+      overrides:
+        openmetrics_endpoint.required: true
+        openmetrics_endpoint.value.example: http://localhost:8000/metrics
+        openmetrics_endpoint.description: |
+          Endpoint exposing the NVIDIA NIM's Prometheus metrics. For more information refer to:
+          https://docs.nvidia.com/nim/large-language-models/latest/observability.html
+  - template: logs
+    example:
+    - type: docker
+      source: nvidia_nim
+      service: <SERVICE>
\ No newline at end of file
diff --git a/nvidia_nim/assets/dashboards/nvidia_nim_overview.json b/nvidia_nim/assets/dashboards/nvidia_nim_overview.json
new file mode 100644
index 0000000000000..38a033454f56d
--- /dev/null
+++ b/nvidia_nim/assets/dashboards/nvidia_nim_overview.json
@@ -0,0 +1,1212 @@
+{
+    "title": "NVIDIA NIM Overview",
+    "description": "## NVIDIA NIM\n\nThis dashboard provides observability for your NIM deployments with the NVIDIA NIM Integration.\n\nIt shows information about how many tokens your model is generating per second as well as exposing low-level details such as GPU usage and Python memory management.\n\n# Useful Links\n- [NVIDIA NIM Integration&nbsp;↗](https://docs.datadoghq.com/integrations/nvidia_nim)\n- [NVIDIA NIM Metrics&nbsp;↗](https://docs.nvidia.com/nim/large-language-models/latest/observability.html)\n- [vLLM Documentation&nbsp;↗](https://docs.nvidia.com/nim/large-language-models/latest/introduction.html)",
+    "widgets": [
+        {
+            "id": 4717263751542750,
+            "definition": {
+                "title": "",
+                "banner_img": "/static/images/logos/nvidia-nim_large.svg",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5685022835071772,
+                        "definition": {
+                            "type": "note",
+                            "content": "## NVIDIA NIM\n\nThis dashboard provides observability for your NIM deployments with the NVIDIA NIM Integration.\n\nIt shows information about how many tokens your model is generating per second as well as exposing low-level details such as GPU usage and Python memory management.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8921963557059570,
+                        "definition": {
+                            "type": "note",
+                            "content": "# Useful Links\n- [NVIDIA NIM Integration&nbsp;↗](https://docs.datadoghq.com/integrations/nvidia_nim)\n- [NVIDIA NIM Metrics&nbsp;↗](https://docs.nvidia.com/nim/large-language-models/latest/observability.html)\n- [NVIDIA NIM Documentation&nbsp;↗](https://docs.nvidia.com/nim/large-language-models/latest/introduction.html)",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 2737008660122334,
+            "definition": {
+                "title": "Overview",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4528647613111842,
+                        "definition": {
+                            "type": "note",
+                            "content": "This integration is currently in Preview. Its availability is subject to change in the future. \n\nHere you can see an overview of your LLM of your system activity and any NIM alerts. The service checks on the left speak to the health of your NVIDIA NIM environment, and the checks on the right report on the readiness of your dependencies.",
+                            "background_color": "green",
+                            "font_size": "14",
+                            "text_align": "center",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 2166067869769356,
+                        "definition": {
+                            "title": "NVIDIA NIM Health Check",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "check_status",
+                            "check": "nvidia_nim.openmetrics.health",
+                            "grouping": "cluster",
+                            "group_by": [
+                                "endpoint"
+                            ],
+                            "tags": []
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3037068311385910,
+                        "definition": {
+                            "title": "Successful Requests",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "sum",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.request.success.count{$model_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "bars"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5175941643906344,
+                        "definition": {
+                            "title": "Average Request Latency",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query2 / query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:nvidia_nim.e2e_request_latency.seconds.sum{$model_name}.as_count()"
+                                        },
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.e2e_request_latency.seconds.count{$model_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "bars"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 7873059155305294,
+                        "definition": {
+                            "title": "Monitor Summary",
+                            "type": "manage_status",
+                            "display_format": "countsAndList",
+                            "color_preference": "text",
+                            "hide_zero_counts": true,
+                            "show_status": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(integration:nvidia_nim)",
+                            "sort": "status,asc",
+                            "count": 50,
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "show_priority": false,
+                            "show_last_triggered": false
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 2
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 2300381400792284,
+            "definition": {
+                "title": "K/V Cache Utilization and Request Metrics",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 995705405594846,
+                        "definition": {
+                            "type": "note",
+                            "content": "The GPU is the workhorse of any LLM. It is also expensive to run. See here how many requests your GPU is running and how much you are taking advantage of its caching mechanisms.",
+                            "background_color": "green",
+                            "font_size": "18",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 1818057086692970,
+                        "definition": {
+                            "title": "Requests Waiting",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:nvidia_nim.num_requests.waiting{$model_name, $host} by {model_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6975549889095854,
+                        "definition": {
+                            "title": "Requests Waiting",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "name": "query1",
+                                            "data_source": "metrics",
+                                            "query": "avg:nvidia_nim.num_requests.waiting{$model_name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": "=",
+                                            "value": 0,
+                                            "palette": "white_on_green"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 5,
+                                            "palette": "white_on_yellow"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 15,
+                                            "palette": "white_on_red"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "request"
+                                                }
+                                            }
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": false
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 1,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1084963586222678,
+                        "definition": {
+                            "title": "Requests Failed",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.request.failure.count{$model_name, $host} by {model_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2525646835263004,
+                        "definition": {
+                            "title": "Requests Failed",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "request"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.request.failure.count{$model_name}.as_count()",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": "<=",
+                                            "value": 0,
+                                            "palette": "white_on_green"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "white_on_red"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "type": "bars"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 4,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6776207665378710,
+                        "definition": {
+                            "title": "Requests per second",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "requests",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.request.success.count{$model_name, $host} by {model_name}.as_rate()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3747999506353878,
+                        "definition": {
+                            "title": "Requests Running",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:nvidia_nim.num_requests.running{$model_name}",
+                                            "aggregator": "sum"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 7,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2448557456884510,
+                        "definition": {
+                            "title": "GPU Cache Utilization",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:nvidia_nim.gpu_cache_usage_percent{$model_name, $host} by {model_name}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
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+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5942456558543848,
+                        "definition": {
+                            "title": "K/V Cache Utilization",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "percent"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:nvidia_nim.gpu_cache_usage_percent{$model_name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": "<",
+                                            "value": 60,
+                                            "palette": "white_on_green"
+                                        },
+                                        {
+                                            "comparator": "<=",
+                                            "value": 80,
+                                            "palette": "white_on_yellow"
+                                        },
+                                        {
+                                            "comparator": ">",
+                                            "value": 80,
+                                            "palette": "white_on_red"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": false,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "yaxis": {
+                                    "include_zero": false
+                                },
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 10,
+                            "width": 4,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 12,
+                "height": 14
+            }
+        },
+        {
+            "id": 880646291321010,
+            "definition": {
+                "title": "Text Generation",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5193429521650892,
+                        "definition": {
+                            "type": "note",
+                            "content": "These metrics measure response latency, input-output token balance, and token generation efficiency to ensure performance and scalability.",
+                            "background_color": "green",
+                            "font_size": "18",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 7057133142091754,
+                        "definition": {
+                            "title": "Average Time to First Token (TFTT)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit"
+                                                }
+                                            },
+                                            "formula": "query1 / query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.time_to_first_token.seconds.sum{$model_name, $host} by {model_name}.as_count()"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:nvidia_nim.time_to_first_token.seconds.count{$model_name, $host} by {model_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1276907480965038,
+                        "definition": {
+                            "title": "Context vs Generated Tokens",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Context",
+                                            "formula": "(query2 / (query2 + query1)) * 100"
+                                        },
+                                        {
+                                            "alias": "Generated",
+                                            "formula": "(query1 / (query2 + query1)) * 100"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "query": "avg:nvidia_nim.request.prompt_tokens.sum{$model_name, $host} by {model_name}.as_count()",
+                                            "data_source": "metrics",
+                                            "name": "query2"
+                                        },
+                                        {
+                                            "query": "avg:nvidia_nim.request.generation_tokens.sum{$model_name, $host} by {model_name}.as_count()",
+                                            "data_source": "metrics",
+                                            "name": "query1"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "cool",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 1,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1973749730991538,
+                        "definition": {
+                            "title": "Average Inter Token Latency (ITL)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit"
+                                                }
+                                            },
+                                            "formula": "query1 / query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.time_per_output_token.seconds.sum{$model_name, $host} by {model_name}.as_count()"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:nvidia_nim.time_per_output_token.seconds.count{$model_name, $host} by {model_name}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "cool",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 10,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 3331850504686986,
+            "definition": {
+                "title": "Python Garbage Collector",
+                "background_color": "vivid_green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5960991703038874,
+                        "definition": {
+                            "type": "note",
+                            "content": "This section helps explore how NVIDIA NIM uses memory. The garbage collector collects objects in generations. You can see how each generation of objects gets processed.",
+                            "background_color": "green",
+                            "font_size": "18",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 2577004928803106,
+                        "definition": {
+                            "title": "Resident Memory",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:nvidia_nim.process.resident_memory_bytes{$host} by {endpoint}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4400803113146958,
+                        "definition": {
+                            "title": "Total Runs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.python.gc.collections.count{$host} by {generation,endpoint}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 4,
+                            "height": 6
+                        }
+                    },
+                    {
+                        "id": 5270613800707436,
+                        "definition": {
+                            "title": "Uncollectable Objects",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.python.gc.objects.uncollectable.count{$host} by {endpoint,generation}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 1,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 289938027327656,
+                        "definition": {
+                            "title": "Virtual Memory",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:nvidia_nim.process.virtual_memory_bytes{$host} by {endpoint}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5699420889371520,
+                        "definition": {
+                            "title": "Collected Objects",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:nvidia_nim.python.gc.objects.collected.count{$model_name, $host} by {generation}.as_count()"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 4,
+                            "width": 4,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 10,
+                "width": 12,
+                "height": 8
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "model_name",
+            "prefix": "model_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "process",
+            "prefix": "process",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "host",
+            "prefix": "host",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/nvidia_nim/assets/logs/nvidia_nim.yaml b/nvidia_nim/assets/logs/nvidia_nim.yaml
new file mode 100644
index 0000000000000..18048ac761ac8
--- /dev/null
+++ b/nvidia_nim/assets/logs/nvidia_nim.yaml
@@ -0,0 +1,47 @@
+id: nvidia_nim
+metric_id: nvidia-nim
+backend_only: false
+facets:
+pipeline:
+  type: pipeline
+  name: 'NVIDIA NIM'
+  enabled: true
+  filter:
+    query: source:nvidia_nim
+  processors:
+    - type: grok-parser
+      name: Parse timestamp, level, logger, and message
+      enabled: true
+      source: message
+      samples:
+        - "2024-10-30 21:56:25,295 [INFO] PyTorch version 2.3.1 available."
+        - "2024-10-30 21:58:26,914 [WARNING] [TRT-LLM] [W] Logger level already set from environment. Discard new verbosity: error"
+        - "INFO 2024-10-30 21:56:28.831 ngc_injector.py:152] Valid profile: e45b4b991bbc51d0df3ce53e87060fc3a7f76555406ed534a8479c6faa706987 (tensorrt_llm-a10g-bf16-tp4-latency) on GPUs [0, 1, 2, 3]"
+        - "WARNING 2024-10-30 21:58:27.670 arg_utils.py:775] Chunked prefill is enabled by default for models with max_model_len > 32K. Currently, chunked prefill might not work with some features or models. If you encounter any issues, please disable chunked prefill by setting --enable-chunked-prefill=False."
+        - "[1730325496.647520] [dd317ab0670e:126  :0]          parser.c:2305 UCX  WARN  (set UCX_WARN_UNUSED_ENV_VARS=n to suppress this warning)"
+      grok:
+        matchRules: |
+          nvidia_nim %{date("yyyy-MM-dd HH:mm:ss,SSS"):timestamp} \[%{_level}\] \[%{notSpace:component_name}\] \[%{word}\] %{_msg}
+          nvidia_nim_logger %{_level} %{date("yyyy-MM-dd HH:mm:ss.SSS"):timestamp} %{_logger_name}:%{_logger_line}\] %{_msg}
+          generic_log %{date("yyyy-MM-dd HH:mm:ss,SSS"):timestamp} \[%{_level}\] %{_msg}
+          componont_log \[%{number:timestamp}\]\W+\[%{notSpace:container_id}:%{number:pid}\W+:%{number:thread_id}\W+%{_logger_name}:%{_logger_line} %{word:component_name}\W+%{_level}\W+\(%{_msg}\)
+        supportRules: |
+          _logger_line %{notSpace:logger.line}
+          _logger_name %{notSpace:logger.name}
+          _level %{word:level}
+          _msg %{data:msg}
+    - type: message-remapper
+      name: Define `msg` as the official message of the log
+      enabled: true
+      sources:
+        - msg
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: status-remapper
+      name: Define `level` as the official status of the log
+      enabled: true
+      sources:
+        - level
diff --git a/nvidia_nim/assets/logs/nvidia_nim_tests.yaml b/nvidia_nim/assets/logs/nvidia_nim_tests.yaml
new file mode 100644
index 0000000000000..7efc720d7c725
--- /dev/null
+++ b/nvidia_nim/assets/logs/nvidia_nim_tests.yaml
@@ -0,0 +1,58 @@
+id: "nvidia_nim"
+tests:
+  # This log sample satisfies the validation.
+ -
+  sample: |-
+    2024-10-30 21:56:25,295 [INFO] PyTorch version 2.3.1 available.
+  result:
+    custom:
+      level: "INFO"
+      timestamp: 1730325385295
+    message: "PyTorch version 2.3.1 available."
+    status: "info"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1730325385295
+ - 
+  sample: |-
+    2024-10-30 21:58:26,914 [WARNING] [TRT-LLM] [W] Logger level already set from environment. Discard new verbosity: error
+  result:
+    custom:
+      level: "WARNING"
+      timestamp: 1730325506914
+      component_name: "TRT-LLM"
+    message: "Logger level already set from environment. Discard new verbosity: error"
+    status: "warn"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1730325506914
+ -
+  sample: |-
+    INFO 2024-10-30 21:56:28.831 ngc_injector.py:152] Valid profile: e45b4b991bbc51d0df3ce53e87060fc3a7f76555406ed534a8479c6faa706987 (tensorrt_llm-a10g-bf16-tp4-latency) on GPUs [0, 1, 2, 3]
+  result:
+    custom:
+      level: "INFO"
+      timestamp: 1730325388831
+      logger:
+        line: "152"
+        name: "ngc_injector.py"
+    message: "Valid profile: e45b4b991bbc51d0df3ce53e87060fc3a7f76555406ed534a8479c6faa706987 (tensorrt_llm-a10g-bf16-tp4-latency) on GPUs [0, 1, 2, 3]"
+    status: "info"
+    tags:
+      - "source:LOGS_SOURCE"
+    timestamp: 1730325388831
+ -
+  sample: |-
+    WARNING 2024-10-30 21:58:27.670 arg_utils.py:775] Chunked prefill is enabled by default for models with max_model_len > 32K. Currently, chunked prefill might not work with some features or models. If you encounter any issues, please disable chunked prefill by setting --enable-chunked-prefill=False.
+  result:
+    custom:
+      level: "WARNING"
+      timestamp: 1730325507670
+      logger:
+        line: "775"
+        name: "arg_utils.py"
+    message: "Chunked prefill is enabled by default for models with max_model_len > 32K. Currently, chunked prefill might not work with some features or models. If you encounter any issues, please disable chunked prefill by setting --enable-chunked-prefill=False."
+    status: "warn"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1730325507670
\ No newline at end of file
diff --git a/nvidia_nim/assets/monitors/latency.json b/nvidia_nim/assets/monitors/latency.json
new file mode 100644
index 0000000000000..5ad93751d27bd
--- /dev/null
+++ b/nvidia_nim/assets/monitors/latency.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-07-02",
+    "last_updated_at": "2024-07-02",
+    "title": "Average Request Latency is High",
+    "description": "This monitor alerts you if NVIDIA request latency is too high. High latency means requests are waiting long to be processed. This results in clients having to wait longer for their requests to complete. It also indicates your NVIDIA server is receiving more requests than it can comfortably handle.",
+    "tags": [
+      "integration:nvidia-nim"
+    ],
+    "definition": {
+      "name": "Average request latency is high",
+      "type": "query alert",
+      "query": "sum(last_15m):sum:nvidia_nim.e2e_request_latency.seconds.sum{*}.as_count() / sum:nvidia_nim.e2e_request_latency.seconds.count{*}.as_count() > 0.3",
+      "message": "The average latency for requests coming into your NVIDIA instance is higher than the threshold. This means requests are waiting too long to be processed.",
+      "tags": [
+        "integration:nvidia_nim"
+      ],
+      "options": {
+        "thresholds": {
+          "critical": 0.3
+        },
+        "notify_audit": false,
+        "include_tags": false,
+        "avalanche_window": 10,
+        "new_host_delay": 300,
+        "silenced": {}
+      },
+      "priority": null,
+      "restriction_policy": {
+        "bindings": []
+      }
+    }
+  }
\ No newline at end of file
diff --git a/nvidia_nim/assets/saved_views/nim_errors.json b/nvidia_nim/assets/saved_views/nim_errors.json
new file mode 100644
index 0000000000000..1079bd345ad08
--- /dev/null
+++ b/nvidia_nim/assets/saved_views/nim_errors.json
@@ -0,0 +1,20 @@
+{
+    "name": "NVIDIA NIM Errors",
+    "options": {
+        "columns": [
+            "host",
+            "service"
+        ],
+        "message_display": "inline",
+        "show_date_column": true,
+        "show_message_column": true,
+        "show_timeline": true
+    },
+    "page": "stream",
+    "query": "source:nvidia_nim status:error",
+    "timerange": {
+        "interval_ms": 900000
+    },
+    "type": "logs",
+    "visible_facets": []
+}
diff --git a/nvidia_nim/assets/service_checks.json b/nvidia_nim/assets/service_checks.json
new file mode 100644
index 0000000000000..d0f0c79071ec4
--- /dev/null
+++ b/nvidia_nim/assets/service_checks.json
@@ -0,0 +1,17 @@
+[    
+    {
+    "agent_version": "7.61.0",
+    "integration": "nvidia_nim",
+    "check": "nvidia_nim.openmetrics.health",
+    "statuses": [
+        "ok",
+        "critical"
+    ],
+    "groups": [
+        "host",
+        "endpoint"
+    ],
+    "name": "NVIDIA NIM OpenMetrics endpoint health",
+    "description": "Returns `CRITICAL` if the Agent is unable to connect to the NVIDIA NIM OpenMetrics endpoint, otherwise returns `OK`."
+    }
+]
\ No newline at end of file
diff --git a/nvidia_nim/datadog_checks/__init__.py b/nvidia_nim/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/nvidia_nim/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/__about__.py b/nvidia_nim/datadog_checks/nvidia_nim/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/__init__.py b/nvidia_nim/datadog_checks/nvidia_nim/__init__.py
new file mode 100644
index 0000000000000..98c1e93e6e79c
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import NvidiaNIMCheck
+
+__all__ = ['__version__', 'NvidiaNIMCheck']
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/check.py b/nvidia_nim/datadog_checks/nvidia_nim/check.py
new file mode 100644
index 0000000000000..fe48310886506
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/check.py
@@ -0,0 +1,49 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base import AgentCheck, OpenMetricsBaseCheckV2  # noqa: F401
+
+from .metrics import METRIC_MAP, RENAME_LABELS_MAP
+
+
+class NvidiaNIMCheck(OpenMetricsBaseCheckV2):
+
+    DEFAULT_METRIC_LIMIT = 0
+    # This will be the prefix of every metric and service check the integration sends
+    __NAMESPACE__ = 'nvidia_nim'
+
+    def get_default_config(self):
+        return {
+            'metrics': [METRIC_MAP],
+            "rename_labels": RENAME_LABELS_MAP,
+        }
+
+    @AgentCheck.metadata_entrypoint
+    def _submit_version_metadata(self):
+
+        endpoint = self.instance["openmetrics_endpoint"].replace("/metrics", "/v1/version")
+        response = self.http.get(endpoint)
+        response.raise_for_status()
+
+        data = response.json()
+        version = data.get("release", "")
+        version_split = version.split(".")
+        if len(version_split) >= 3:
+            major = version_split[0]
+            minor = version_split[1]
+            patch = version_split[2]
+
+            version_raw = f'{major}.{minor}.{patch}'
+
+            version_parts = {
+                'major': major,
+                'minor': minor,
+                'patch': patch,
+            }
+            self.set_metadata('version', version_raw, scheme='semver', part_map=version_parts)
+        else:
+            self.log.debug("Invalid NVIDIA NIM release format: %s", version)
+
+    def check(self, instance):
+        super().check(instance)
+        self._submit_version_metadata()
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/config_models/__init__.py b/nvidia_nim/datadog_checks/nvidia_nim/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/config_models/defaults.py b/nvidia_nim/datadog_checks/nvidia_nim/config_models/defaults.py
new file mode 100644
index 0000000000000..bf7519af75f42
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/config_models/defaults.py
@@ -0,0 +1,132 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def shared_skip_proxy():
+    return False
+
+
+def shared_timeout():
+    return 10
+
+
+def instance_allow_redirects():
+    return True
+
+
+def instance_auth_type():
+    return 'basic'
+
+
+def instance_cache_metric_wildcards():
+    return True
+
+
+def instance_cache_shared_labels():
+    return True
+
+
+def instance_collect_counters_with_distributions():
+    return False
+
+
+def instance_collect_histogram_buckets():
+    return True
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_enable_health_service_check():
+    return True
+
+
+def instance_histogram_buckets_as_distributions():
+    return False
+
+
+def instance_ignore_connection_errors():
+    return False
+
+
+def instance_kerberos_auth():
+    return 'disabled'
+
+
+def instance_kerberos_delegate():
+    return False
+
+
+def instance_kerberos_force_initiate():
+    return False
+
+
+def instance_log_requests():
+    return False
+
+
+def instance_min_collection_interval():
+    return 15
+
+
+def instance_non_cumulative_histogram_buckets():
+    return False
+
+
+def instance_persist_connections():
+    return False
+
+
+def instance_request_size():
+    return 16
+
+
+def instance_skip_proxy():
+    return False
+
+
+def instance_tag_by_endpoint():
+    return True
+
+
+def instance_telemetry():
+    return False
+
+
+def instance_timeout():
+    return 10
+
+
+def instance_tls_ignore_warning():
+    return False
+
+
+def instance_tls_use_host_header():
+    return False
+
+
+def instance_tls_verify():
+    return True
+
+
+def instance_use_latest_spec():
+    return False
+
+
+def instance_use_legacy_auth_encoding():
+    return True
+
+
+def instance_use_process_start_time():
+    return False
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/config_models/instance.py b/nvidia_nim/datadog_checks/nvidia_nim/config_models/instance.py
new file mode 100644
index 0000000000000..8e39a0e921719
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/config_models/instance.py
@@ -0,0 +1,171 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from types import MappingProxyType
+from typing import Any, Optional, Union
+
+from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class AuthToken(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    reader: Optional[MappingProxyType[str, Any]] = None
+    writer: Optional[MappingProxyType[str, Any]] = None
+
+
+class ExtraMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class Metrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class ShareLabels(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    labels: Optional[tuple[str, ...]] = None
+    match: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    allow_redirects: Optional[bool] = None
+    auth_token: Optional[AuthToken] = None
+    auth_type: Optional[str] = None
+    aws_host: Optional[str] = None
+    aws_region: Optional[str] = None
+    aws_service: Optional[str] = None
+    cache_metric_wildcards: Optional[bool] = None
+    cache_shared_labels: Optional[bool] = None
+    collect_counters_with_distributions: Optional[bool] = None
+    collect_histogram_buckets: Optional[bool] = None
+    connect_timeout: Optional[float] = None
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    enable_health_service_check: Optional[bool] = None
+    exclude_labels: Optional[tuple[str, ...]] = None
+    exclude_metrics: Optional[tuple[str, ...]] = None
+    exclude_metrics_by_labels: Optional[MappingProxyType[str, Union[bool, tuple[str, ...]]]] = None
+    extra_headers: Optional[MappingProxyType[str, Any]] = None
+    extra_metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, ExtraMetrics]]], ...]] = None
+    headers: Optional[MappingProxyType[str, Any]] = None
+    histogram_buckets_as_distributions: Optional[bool] = None
+    hostname_format: Optional[str] = None
+    hostname_label: Optional[str] = None
+    ignore_connection_errors: Optional[bool] = None
+    ignore_tags: Optional[tuple[str, ...]] = None
+    include_labels: Optional[tuple[str, ...]] = None
+    kerberos_auth: Optional[str] = None
+    kerberos_cache: Optional[str] = None
+    kerberos_delegate: Optional[bool] = None
+    kerberos_force_initiate: Optional[bool] = None
+    kerberos_hostname: Optional[str] = None
+    kerberos_keytab: Optional[str] = None
+    kerberos_principal: Optional[str] = None
+    log_requests: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, Metrics]]], ...]] = None
+    min_collection_interval: Optional[float] = None
+    namespace: Optional[str] = Field(None, pattern='\\w*')
+    non_cumulative_histogram_buckets: Optional[bool] = None
+    ntlm_domain: Optional[str] = None
+    openmetrics_endpoint: str
+    password: Optional[str] = None
+    persist_connections: Optional[bool] = None
+    proxy: Optional[Proxy] = None
+    raw_line_filters: Optional[tuple[str, ...]] = None
+    raw_metric_prefix: Optional[str] = None
+    read_timeout: Optional[float] = None
+    rename_labels: Optional[MappingProxyType[str, Any]] = None
+    request_size: Optional[float] = None
+    service: Optional[str] = None
+    share_labels: Optional[MappingProxyType[str, Union[bool, ShareLabels]]] = None
+    skip_proxy: Optional[bool] = None
+    tag_by_endpoint: Optional[bool] = None
+    tags: Optional[tuple[str, ...]] = None
+    telemetry: Optional[bool] = None
+    timeout: Optional[float] = None
+    tls_ca_cert: Optional[str] = None
+    tls_cert: Optional[str] = None
+    tls_ignore_warning: Optional[bool] = None
+    tls_private_key: Optional[str] = None
+    tls_protocols_allowed: Optional[tuple[str, ...]] = None
+    tls_use_host_header: Optional[bool] = None
+    tls_verify: Optional[bool] = None
+    use_latest_spec: Optional[bool] = None
+    use_legacy_auth_encoding: Optional[bool] = None
+    use_process_start_time: Optional[bool] = None
+    username: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/config_models/shared.py b/nvidia_nim/datadog_checks/nvidia_nim/config_models/shared.py
new file mode 100644
index 0000000000000..0e8a9ecab10a2
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/config_models/shared.py
@@ -0,0 +1,60 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    proxy: Optional[Proxy] = None
+    service: Optional[str] = None
+    skip_proxy: Optional[bool] = None
+    timeout: Optional[float] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'shared_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/config_models/validators.py b/nvidia_nim/datadog_checks/nvidia_nim/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/data/conf.yaml.example b/nvidia_nim/datadog_checks/nvidia_nim/data/conf.yaml.example
new file mode 100644
index 0000000000000..c45982ffbdcd3
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/data/conf.yaml.example
@@ -0,0 +1,646 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param proxy - mapping - optional
+    ## Set HTTP or HTTPS proxies for all instances. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported like so:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for connecting to services.
+    #
+    # timeout: 10
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+    ## @param openmetrics_endpoint - string - required
+    ## Endpoint exposing the NVIDIA NIM's Prometheus metrics. For more information refer to:
+    ## https://docs.nvidia.com/nim/large-language-models/latest/observability.html
+    #
+  - openmetrics_endpoint: http://localhost:8000/metrics
+
+    ## @param raw_metric_prefix - string - optional
+    ## A prefix that is removed from all exposed metric names, if present.
+    ## All configuration options will use the prefix-less name.
+    #
+    # raw_metric_prefix: <PREFIX>_
+
+    ## @param extra_metrics - (list of string or mapping) - optional
+    ## This list defines metrics to collect from the `openmetrics_endpoint`, in addition to
+    ## what the check collects by default. If the check already collects a metric, then
+    ## metric definitions here take precedence. Metrics may be defined in 3 ways:
+    ##
+    ## 1. If the item is a string, then it represents the exposed metric name, and
+    ##    the sent metric name will be identical. For example:
+    ##
+    ##      extra_metrics:
+    ##      - <METRIC_1>
+    ##      - <METRIC_2>
+    ## 2. If the item is a mapping, then the keys represent the exposed metric names.
+    ##
+    ##      a. If a value is a string, then it represents the sent metric name. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>: <SENT_METRIC_1>
+    ##           - <EXPOSED_METRIC_2>: <SENT_METRIC_2>
+    ##      b. If a value is a mapping, then it must have a `name` and/or `type` key.
+    ##         The `name` represents the sent metric name, and the `type` represents how
+    ##         the metric should be handled, overriding any type information the endpoint
+    ##         may provide. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>:
+    ##               name: <SENT_METRIC_1>
+    ##               type: <METRIC_TYPE_1>
+    ##           - <EXPOSED_METRIC_2>:
+    ##               name: <SENT_METRIC_2>
+    ##               type: <METRIC_TYPE_2>
+    ##
+    ##         The supported native types are `gauge`, `counter`, `histogram`, and `summary`.
+    ##
+    ## Note: To collect counter metrics with names ending in `_total`, specify the metric name without the `_total`
+    ## suffix. For example, to collect the counter metric `promhttp_metric_handler_requests_total`, specify
+    ## `promhttp_metric_handler_requests`. This submits to Datadog the metric name appended with `.count`.
+    ## For more information, see:
+    ## https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#suffixes
+    ##
+    ## Regular expressions may be used to match the exposed metric names, for example:
+    ##
+    ##   extra_metrics:
+    ##   - ^network_(ingress|egress)_.+
+    ##   - .+:
+    ##       type: gauge
+    #
+    # extra_metrics: []
+
+    ## @param exclude_metrics - list of strings - optional
+    ## A list of metrics to exclude, with each entry being either
+    ## the exact metric name or a regular expression.
+    ## In order to exclude all metrics but the ones matching a specific filter,
+    ## you can use a negative lookahead regex like:
+    ##   - ^(?!foo).*$
+    #
+    # exclude_metrics: []
+
+    ## @param exclude_metrics_by_labels - mapping - optional
+    ## A mapping of labels to exclude metrics with matching label name and their corresponding metric values. To match
+    ## all values of a label, set it to `true`.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    ##
+    ## For example, the following configuration instructs the check to exclude all metrics with
+    ## a label `worker` or a label `pid` with the value of either `23` or `42`.
+    ##
+    ##   exclude_metrics_by_labels:
+    ##     worker: true
+    ##     pid:
+    ##     - '23'
+    ##     - '42'
+    #
+    # exclude_metrics_by_labels: {}
+
+    ## @param exclude_labels - list of strings - optional
+    ## A list of labels to exclude, useful for high cardinality values like timestamps or UUIDs.
+    ## May be used in conjunction with `include_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # exclude_labels: []
+
+    ## @param include_labels - list of strings - optional
+    ## A list of labels to include. May be used in conjunction with `exclude_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # include_labels: []
+
+    ## @param rename_labels - mapping - optional
+    ## A mapping of label names to their new names.
+    #
+    # rename_labels:
+    #   <LABEL_NAME_1>: <NEW_LABEL_NAME_1>
+    #   <LABEL_NAME_2>: <NEW_LABEL_NAME_2>
+
+    ## @param enable_health_service_check - boolean - optional - default: true
+    ## Whether or not to send a service check named `<NAMESPACE>.openmetrics.health` which reports
+    ## the health of the `openmetrics_endpoint`.
+    #
+    # enable_health_service_check: true
+
+    ## @param ignore_connection_errors - boolean - optional - default: false
+    ## Whether or not to ignore connection errors when scraping `openmetrics_endpoint`.
+    #
+    # ignore_connection_errors: false
+
+    ## @param hostname_label - string - optional
+    ## Override the hostname for every metric submission with the value of one of its labels.
+    #
+    # hostname_label: <HOSTNAME_LABEL>
+
+    ## @param hostname_format - string - optional
+    ## When `hostname_label` is set, this instructs the check how to format the values. The string
+    ## `<HOSTNAME>` is replaced by the value of the label defined by `hostname_label`.
+    #
+    # hostname_format: <HOSTNAME>
+
+    ## @param collect_histogram_buckets - boolean - optional - default: true
+    ## Whether or not to send histogram buckets.
+    #
+    # collect_histogram_buckets: true
+
+    ## @param non_cumulative_histogram_buckets - boolean - optional - default: false
+    ## Whether or not histogram buckets are non-cumulative and to come with a `lower_bound` tag.
+    #
+    # non_cumulative_histogram_buckets: false
+
+    ## @param histogram_buckets_as_distributions - boolean - optional - default: false
+    ## Whether or not to send histogram buckets as Datadog distribution metrics. This implicitly
+    ## enables the `collect_histogram_buckets` and `non_cumulative_histogram_buckets` options.
+    ##
+    ## Learn more about distribution metrics:
+    ## https://docs.datadoghq.com/developers/metrics/types/?tab=distribution#metric-types
+    #
+    # histogram_buckets_as_distributions: false
+
+    ## @param collect_counters_with_distributions - boolean - optional - default: false
+    ## Whether or not to also collect the observation counter metrics ending in `.sum` and `.count`
+    ## when sending histogram buckets as Datadog distribution metrics. This implicitly enables the
+    ## `histogram_buckets_as_distributions` option.
+    #
+    # collect_counters_with_distributions: false
+
+    ## @param use_process_start_time - boolean - optional - default: false
+    ## Whether to enable a heuristic for reporting counter values on the first scrape. When true,
+    ## the first time an endpoint is scraped, check `process_start_time_seconds` to decide whether zero
+    ## initial value can be assumed for counters. This requires keeping metrics in memory until the entire
+    ## response is received.
+    #
+    # use_process_start_time: false
+
+    ## @param share_labels - mapping - optional
+    ## This mapping allows for the sharing of labels across multiple metrics. The keys represent the
+    ## exposed metrics from which to share labels, and the values are mappings that configure the
+    ## sharing behavior. Each mapping must have at least one of the following keys:
+    ##
+    ##   labels - This is a list of labels to share. All labels are shared if this is not set.
+    ##   match - This is a list of labels to match on other metrics as a condition for sharing.
+    ##   values - This is a list of allowed values as a condition for sharing.
+    ##
+    ## To unconditionally share all labels of a metric, set it to `true`.
+    ##
+    ## For example, the following configuration instructs the check to apply all labels from `metric_a`
+    ## to all other metrics, the `node` label from `metric_b` to only those metrics that have a `pod`
+    ## label value that matches the `pod` label value of `metric_b`, and all labels from `metric_c`
+    ## to all other metrics if their value is equal to `23` or `42`.
+    ##
+    ##   share_labels:
+    ##     metric_a: true
+    ##     metric_b:
+    ##       labels:
+    ##       - node
+    ##       match:
+    ##       - pod
+    ##     metric_c:
+    ##       values:
+    ##       - 23
+    ##       - 42
+    #
+    # share_labels: {}
+
+    ## @param cache_shared_labels - boolean - optional - default: true
+    ## When `share_labels` is set, it instructs the check to cache labels collected from the first payload
+    ## for improved performance.
+    ##
+    ## Set this to `false` to compute label sharing for every payload at the risk of potentially increased memory usage.
+    #
+    # cache_shared_labels: true
+
+    ## @param raw_line_filters - list of strings - optional
+    ## A list of regular expressions used to exclude lines read from the `openmetrics_endpoint`
+    ## from being parsed.
+    #
+    # raw_line_filters: []
+
+    ## @param cache_metric_wildcards - boolean - optional - default: true
+    ## Whether or not to cache data from metrics that are defined by regular expressions rather
+    ## than the full metric name.
+    #
+    # cache_metric_wildcards: true
+
+    ## @param telemetry - boolean - optional - default: false
+    ## Whether or not to submit metrics prefixed by `<NAMESPACE>.telemetry.` for debugging purposes.
+    #
+    # telemetry: false
+
+    ## @param ignore_tags - list of strings - optional
+    ## A list of regular expressions used to ignore tags added by Autodiscovery and entries in the `tags` option.
+    #
+    # ignore_tags:
+    #   - <FULL:TAG>
+    #   - <TAG_PREFIX:.*>
+    #   - <TAG_SUFFIX$>
+
+    ## @param proxy - mapping - optional
+    ## This overrides the `proxy` setting in `init_config`.
+    ##
+    ## Set HTTP or HTTPS proxies for this instance. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported, for example:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## This overrides the `skip_proxy` setting in `init_config`.
+    ##
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param auth_type - string - optional - default: basic
+    ## The type of authentication to use. The available types (and related options) are:
+    ##
+    ##   - basic
+    ##     |__ username
+    ##     |__ password
+    ##     |__ use_legacy_auth_encoding
+    ##   - digest
+    ##     |__ username
+    ##     |__ password
+    ##   - ntlm
+    ##     |__ ntlm_domain
+    ##     |__ password
+    ##   - kerberos
+    ##     |__ kerberos_auth
+    ##     |__ kerberos_cache
+    ##     |__ kerberos_delegate
+    ##     |__ kerberos_force_initiate
+    ##     |__ kerberos_hostname
+    ##     |__ kerberos_keytab
+    ##     |__ kerberos_principal
+    ##   - aws
+    ##     |__ aws_region
+    ##     |__ aws_host
+    ##     |__ aws_service
+    ##
+    ## The `aws` auth type relies on boto3 to automatically gather AWS credentials, for example: from `.aws/credentials`.
+    ## Details: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#configuring-credentials
+    #
+    # auth_type: basic
+
+    ## @param use_legacy_auth_encoding - boolean - optional - default: true
+    ## When `auth_type` is set to `basic`, this determines whether to encode as `latin1` rather than `utf-8`.
+    #
+    # use_legacy_auth_encoding: true
+
+    ## @param username - string - optional
+    ## The username to use if services are behind basic or digest auth.
+    #
+    # username: <USERNAME>
+
+    ## @param password - string - optional
+    ## The password to use if services are behind basic or NTLM auth.
+    #
+    # password: <PASSWORD>
+
+    ## @param ntlm_domain - string - optional
+    ## If your services use NTLM authentication, specify
+    ## the domain used in the check. For NTLM Auth, append
+    ## the username to domain, not as the `username` parameter.
+    #
+    # ntlm_domain: <NTLM_DOMAIN>\<USERNAME>
+
+    ## @param kerberos_auth - string - optional - default: disabled
+    ## If your services use Kerberos authentication, you can specify the Kerberos
+    ## strategy to use between:
+    ##
+    ##   - required
+    ##   - optional
+    ##   - disabled
+    ##
+    ## See https://github.com/requests/requests-kerberos#mutual-authentication
+    #
+    # kerberos_auth: disabled
+
+    ## @param kerberos_cache - string - optional
+    ## Sets the KRB5CCNAME environment variable.
+    ## It should point to a credential cache with a valid TGT.
+    #
+    # kerberos_cache: <KERBEROS_CACHE>
+
+    ## @param kerberos_delegate - boolean - optional - default: false
+    ## Set to `true` to enable Kerberos delegation of credentials to a server that requests delegation.
+    ##
+    ## See https://github.com/requests/requests-kerberos#delegation
+    #
+    # kerberos_delegate: false
+
+    ## @param kerberos_force_initiate - boolean - optional - default: false
+    ## Set to `true` to preemptively initiate the Kerberos GSS exchange and
+    ## present a Kerberos ticket on the initial request (and all subsequent).
+    ##
+    ## See https://github.com/requests/requests-kerberos#preemptive-authentication
+    #
+    # kerberos_force_initiate: false
+
+    ## @param kerberos_hostname - string - optional
+    ## Override the hostname used for the Kerberos GSS exchange if its DNS name doesn't
+    ## match its Kerberos hostname, for example: behind a content switch or load balancer.
+    ##
+    ## See https://github.com/requests/requests-kerberos#hostname-override
+    #
+    # kerberos_hostname: <KERBEROS_HOSTNAME>
+
+    ## @param kerberos_principal - string - optional
+    ## Set an explicit principal, to force Kerberos to look for a
+    ## matching credential cache for the named user.
+    ##
+    ## See https://github.com/requests/requests-kerberos#explicit-principal
+    #
+    # kerberos_principal: <KERBEROS_PRINCIPAL>
+
+    ## @param kerberos_keytab - string - optional
+    ## Set the path to your Kerberos key tab file.
+    #
+    # kerberos_keytab: <KEYTAB_FILE_PATH>
+
+    ## @param auth_token - mapping - optional
+    ## This allows for the use of authentication information from dynamic sources.
+    ## Both a reader and writer must be configured.
+    ##
+    ## The available readers are:
+    ##
+    ##   - type: file
+    ##     path (required): The absolute path for the file to read from.
+    ##     pattern: A regular expression pattern with a single capture group used to find the
+    ##              token rather than using the entire file, for example: Your secret is (.+)
+    ##   - type: oauth
+    ##     url (required): The token endpoint.
+    ##     client_id (required): The client identifier.
+    ##     client_secret (required): The client secret.
+    ##     basic_auth: Whether the provider expects credentials to be transmitted in
+    ##                 an HTTP Basic Auth header. The default is: false
+    ##     options: Mapping of additional options to pass to the provider, such as the audience
+    ##              or the scope. For example:
+    ##                 options:
+    ##                   audience: https://example.com
+    ##                   scope: read:example
+    ##
+    ## The available writers are:
+    ##
+    ##   - type: header
+    ##     name (required): The name of the field, for example: Authorization
+    ##     value: The template value, for example `Bearer <TOKEN>`. The default is: <TOKEN>
+    ##     placeholder: The substring in `value` to replace with the token, defaults to: <TOKEN>
+    #
+    # auth_token:
+    #   reader:
+    #     type: <READER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+    #   writer:
+    #     type: <WRITER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+
+    ## @param aws_region - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the region.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_region: <AWS_REGION>
+
+    ## @param aws_host - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the host.
+    ## This only needs the hostname and does not require the protocol (HTTP, HTTPS, and more).
+    ## For example, if connecting to https://us-east-1.amazonaws.com/, set `aws_host` to `us-east-1.amazonaws.com`.
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_host: <AWS_HOST>
+
+    ## @param aws_service - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the service code. For a list
+    ## of available service codes, see https://docs.aws.amazon.com/general/latest/gr/rande.html
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_service: <AWS_SERVICE>
+
+    ## @param tls_verify - boolean - optional - default: true
+    ## Instructs the check to validate the TLS certificate of services.
+    #
+    # tls_verify: true
+
+    ## @param tls_use_host_header - boolean - optional - default: false
+    ## If a `Host` header is set, this enables its use for SNI (matching against the TLS certificate CN or SAN).
+    #
+    # tls_use_host_header: false
+
+    ## @param tls_ignore_warning - boolean - optional - default: false
+    ## If `tls_verify` is disabled, security warnings are logged by the check.
+    ## Disable those by setting `tls_ignore_warning` to true.
+    #
+    # tls_ignore_warning: false
+
+    ## @param tls_cert - string - optional
+    ## The path to a single file in PEM format containing a certificate as well as any
+    ## number of CA certificates needed to establish the certificate's authenticity for
+    ## use when connecting to services. It may also contain an unencrypted private key to use.
+    #
+    # tls_cert: <CERT_PATH>
+
+    ## @param tls_private_key - string - optional
+    ## The unencrypted private key to use for `tls_cert` when connecting to services. This is
+    ## required if `tls_cert` is set and it does not already contain a private key.
+    #
+    # tls_private_key: <PRIVATE_KEY_PATH>
+
+    ## @param tls_ca_cert - string - optional
+    ## The path to a file of concatenated CA certificates in PEM format or a directory
+    ## containing several CA certificates in PEM format. If a directory, the directory
+    ## must have been processed using the `openssl rehash` command. See:
+    ## https://www.openssl.org/docs/man3.2/man1/c_rehash.html
+    #
+    # tls_ca_cert: <CA_CERT_PATH>
+
+    ## @param tls_protocols_allowed - list of strings - optional
+    ## The expected versions of TLS/SSL when fetching intermediate certificates.
+    ## Only `SSLv3`, `TLSv1.2`, `TLSv1.3` are allowed by default. The possible values are:
+    ##   SSLv3
+    ##   TLSv1
+    ##   TLSv1.1
+    ##   TLSv1.2
+    ##   TLSv1.3
+    #
+    # tls_protocols_allowed:
+    #   - SSLv3
+    #   - TLSv1.2
+    #   - TLSv1.3
+
+    ## @param headers - mapping - optional
+    ## The headers parameter allows you to send specific headers with every request.
+    ## You can use it for explicitly specifying the host header or adding headers for
+    ## authorization purposes.
+    ##
+    ## This overrides any default headers.
+    #
+    # headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param extra_headers - mapping - optional
+    ## Additional headers to send with every request.
+    #
+    # extra_headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for accessing services.
+    ##
+    ## This overrides the `timeout` setting in `init_config`.
+    #
+    # timeout: 10
+
+    ## @param connect_timeout - number - optional
+    ## The connect timeout for accessing services. Defaults to `timeout`.
+    #
+    # connect_timeout: <CONNECT_TIMEOUT>
+
+    ## @param read_timeout - number - optional
+    ## The read timeout for accessing services. Defaults to `timeout`.
+    #
+    # read_timeout: <READ_TIMEOUT>
+
+    ## @param request_size - number - optional - default: 16
+    ## The number of kibibytes (KiB) to read from streaming HTTP responses at a time.
+    #
+    # request_size: 16
+
+    ## @param log_requests - boolean - optional - default: false
+    ## Whether or not to debug log the HTTP(S) requests made, including the method and URL.
+    #
+    # log_requests: false
+
+    ## @param persist_connections - boolean - optional - default: false
+    ## Whether or not to persist cookies and use connection pooling for improved performance.
+    #
+    # persist_connections: false
+
+    ## @param allow_redirects - boolean - optional - default: true
+    ## Whether or not to allow URL redirection.
+    #
+    # allow_redirects: true
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 15
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    #
+    # min_collection_interval: 15
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
+
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: docker
+#     source: nvidia_nim
+#     service: <SERVICE>
diff --git a/nvidia_nim/datadog_checks/nvidia_nim/metrics.py b/nvidia_nim/datadog_checks/nvidia_nim/metrics.py
new file mode 100644
index 0000000000000..f140776d35b3d
--- /dev/null
+++ b/nvidia_nim/datadog_checks/nvidia_nim/metrics.py
@@ -0,0 +1,34 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+METRIC_MAP = {
+    'process_virtual_memory_bytes': 'process.virtual_memory_bytes',
+    'process_resident_memory_bytes': 'process.resident_memory_bytes',
+    'process_start_time_seconds': {'name': 'process.start_time_seconds', 'type': 'time_elapsed'},
+    'process_cpu_seconds': 'process.cpu_seconds',
+    'process_open_fds': 'process.open_fds',
+    'process_max_fds': 'process.max_fds',
+    'prompt_tokens': 'prompt_tokens',
+    'python_gc_objects_collected': 'python.gc.objects.collected',
+    'python_gc_objects_uncollectable': 'python.gc.objects.uncollectable',
+    'python_gc_collections': 'python.gc.collections',
+    'python_info': 'python.info',
+    'num_request_max': 'num_request.max',
+    'num_requests_running': 'num_requests.running',
+    'num_requests_waiting': 'num_requests.waiting',
+    'gpu_cache_usage_perc': 'gpu_cache_usage_percent',
+    'generation_tokens': 'generation_tokens',
+    'time_to_first_token_seconds': 'time_to_first_token.seconds',
+    'time_per_output_token_seconds': 'time_per_output_token.seconds',
+    'e2e_request_latency_seconds': 'e2e_request_latency.seconds',
+    'request_finish': 'request.finish',
+    'request_generation_tokens': 'request.generation_tokens',
+    'request_prompt_tokens': 'request.prompt_tokens',
+    'request_success': 'request.success',
+    'request_failure': 'request.failure',
+}
+
+RENAME_LABELS_MAP = {
+    'version': 'python_version',
+}
diff --git a/nvidia_nim/hatch.toml b/nvidia_nim/hatch.toml
new file mode 100644
index 0000000000000..c85c5f07a7df2
--- /dev/null
+++ b/nvidia_nim/hatch.toml
@@ -0,0 +1,4 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
diff --git a/nvidia_nim/manifest.json b/nvidia_nim/manifest.json
new file mode 100644
index 0000000000000..5bed03ae27d40
--- /dev/null
+++ b/nvidia_nim/manifest.json
@@ -0,0 +1,63 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "c7307eb9-7bbf-4dae-b74f-6396bf5bf514",
+  "app_id": "nvidia-nim",
+  "display_on_public_website": true,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "NVIDIA NIM integration with Datadog enables real-time GPU observability by collecting Prometheus metrics for monitoring.",
+    "title": "Nvidia NIM",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Log Collection",
+      "Category::AI/ML",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 30338252,
+      "source_type_name": "nvidia_nim",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "nvidia_nim.",
+        "check": "nvidia_nim.num_requests.running",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      },
+      "process_signatures": [
+        "vllm_nvext.entrypoints.openai.api_server"
+      ]
+    },
+    "dashboards": {
+      "NVIDIA NIM Overview": "assets/dashboards/nvidia_nim_overview.json"
+    },
+    "monitors": {
+      "Average Request Latency is High": "assets/monitors/latency.json"
+    },
+    "saved_views": {
+      "NVIDIA NIM Errors": "assets/saved_views/nim_errors.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/nvidia_nim/metadata.csv b/nvidia_nim/metadata.csv
new file mode 100644
index 0000000000000..b9d4a088c841d
--- /dev/null
+++ b/nvidia_nim/metadata.csv
@@ -0,0 +1,35 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+nvidia_nim.e2e_request_latency.seconds.bucket,count,,,,The observations of end to end request latency bucketed by seconds.,0,nvidia_nim,,,
+nvidia_nim.e2e_request_latency.seconds.count,count,,,,The total number of observations of end to end request latency.,0,nvidia_nim,,,
+nvidia_nim.e2e_request_latency.seconds.sum,count,,second,,The sum of end to end request latency in seconds.,0,nvidia_nim,,,
+nvidia_nim.generation_tokens.count,count,,token,,Number of generation tokens processed.,0,nvidia_nim,,,
+nvidia_nim.gpu_cache_usage_percent,gauge,,fraction,,GPU KV-cache usage. 1 means 100 percent usage.,0,nvidia_nim,,,
+nvidia_nim.num_request.max,gauge,,request,,The max number of concurrently running requests.,0,nvidia_nim,,,
+nvidia_nim.num_requests.running,gauge,,request,,Number of requests currently running on GPU.,0,nvidia_nim,,,
+nvidia_nim.num_requests.waiting,gauge,,request,,Number of requests waiting.,0,nvidia_nim,,,
+nvidia_nim.process.cpu_seconds.count,count,,second,,Total user and system CPU time spent in seconds.,0,nvidia_nim,,,
+nvidia_nim.process.max_fds,gauge,,file,,Maximum number of open file descriptors.,0,nvidia_nim,,,
+nvidia_nim.process.open_fds,gauge,,file,,Number of open file descriptors.,0,nvidia_nim,,,
+nvidia_nim.process.resident_memory_bytes,gauge,,byte,,Resident memory size in bytes.,0,nvidia_nim,,,
+nvidia_nim.process.start_time_seconds,gauge,,second,,Time in seconds since process started.,0,nvidia_nim,,,
+nvidia_nim.process.virtual_memory_bytes,gauge,,byte,,Virtual memory size in bytes.,0,nvidia_nim,,,
+nvidia_nim.prompt_tokens.count,count,,token,,Number of prefill tokens processed.,0,nvidia_nim,,,
+nvidia_nim.python.gc.collections.count,count,,,,Number of times this generation was collected.,0,nvidia_nim,,,
+nvidia_nim.python.gc.objects.collected.count,count,,,,Objects collected during GC.,0,nvidia_nim,,,
+nvidia_nim.python.gc.objects.uncollectable.count,count,,,,Uncollectable objects found during GC.,0,nvidia_nim,,,
+nvidia_nim.python.info,gauge,,,,Python platform information.,0,nvidia_nim,,,
+nvidia_nim.request.failure.count,count,,request,,The count of failed requests.,0,nvidia_nim,,,
+nvidia_nim.request.finish.count,count,,request,,The count of finished requests.,0,nvidia_nim,,,
+nvidia_nim.request.generation_tokens.bucket,count,,,,Number of generation tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.generation_tokens.count,count,,,,Number of generation tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.generation_tokens.sum,count,,token,,Number of generation tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.prompt_tokens.bucket,count,,,,Number of prefill tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.prompt_tokens.count,count,,,,Number of prefill tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.prompt_tokens.sum,count,,token,,Number of prefill tokens processed.,0,nvidia_nim,,,
+nvidia_nim.request.success.count,count,,,,Count of successfully processed requests.,0,nvidia_nim,,,
+nvidia_nim.time_per_output_token.seconds.bucket,count,,,,The observations of time per output token bucketed by seconds.,0,nvidia_nim,,,
+nvidia_nim.time_per_output_token.seconds.count,count,,,,The total number of observations of time per output token.,0,nvidia_nim,,,
+nvidia_nim.time_per_output_token.seconds.sum,count,,second,,The sum of time per output token in seconds.,0,nvidia_nim,,,
+nvidia_nim.time_to_first_token.seconds.bucket,count,,,,The observations of time to first token bucketed by seconds.,0,nvidia_nim,,,
+nvidia_nim.time_to_first_token.seconds.count,count,,,,The total number of observations of time to first token.,0,nvidia_nim,,,
+nvidia_nim.time_to_first_token.seconds.sum,count,,second,,The sum of time to first token in seconds.,0,nvidia_nim,,,
\ No newline at end of file
diff --git a/nvidia_nim/pyproject.toml b/nvidia_nim/pyproject.toml
new file mode 100644
index 0000000000000..805bb2533fb3b
--- /dev/null
+++ b/nvidia_nim/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-nvidia-nim"
+description = "The nvidia_nim check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "nvidia_nim",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=33.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/nvidia_nim/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/nvidia_nim",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/nvidia_nim/tests/__init__.py b/nvidia_nim/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/nvidia_nim/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/nvidia_nim/tests/common.py b/nvidia_nim/tests/common.py
new file mode 100644
index 0000000000000..1ee147c550a71
--- /dev/null
+++ b/nvidia_nim/tests/common.py
@@ -0,0 +1,63 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import os
+
+from datadog_checks.dev import get_docker_hostname, get_here
+
+HERE = get_here()
+HOST = get_docker_hostname()
+PORT = 8000
+
+
+def get_fixture_path(filename):
+    return os.path.join(HERE, 'fixtures', filename)
+
+
+MOCKED_INSTANCE = {
+    "openmetrics_endpoint": f"http://{HOST}:{PORT}/metrics",
+    "tags": ['test:test'],
+}
+
+MOCKED_VERSION_ENDPOINT = f"http://{HOST}:{PORT}/version"
+
+COMPOSE_FILE = os.path.join(HERE, 'docker', 'docker-compose.yaml')
+
+METRICS_MOCK = [
+    'e2e_request_latency.seconds.bucket',
+    'e2e_request_latency.seconds.count',
+    'e2e_request_latency.seconds.sum',
+    'generation_tokens.count',
+    'gpu_cache_usage_percent',
+    'num_request.max',
+    'num_requests.running',
+    'num_requests.waiting',
+    'process.cpu_seconds.count',
+    'process.max_fds',
+    'process.open_fds',
+    'process.resident_memory_bytes',
+    'process.start_time_seconds',
+    'process.virtual_memory_bytes',
+    'prompt_tokens.count',
+    'python.gc.collections.count',
+    'python.gc.objects.collected.count',
+    'python.gc.objects.uncollectable.count',
+    'python.info',
+    'request.failure.count',
+    'request.finish.count',
+    'request.generation_tokens.bucket',
+    'request.generation_tokens.count',
+    'request.generation_tokens.sum',
+    'request.prompt_tokens.bucket',
+    'request.prompt_tokens.count',
+    'request.prompt_tokens.sum',
+    'request.success.count',
+    'time_per_output_token.seconds.bucket',
+    'time_per_output_token.seconds.count',
+    'time_per_output_token.seconds.sum',
+    'time_to_first_token.seconds.bucket',
+    'time_to_first_token.seconds.count',
+    'time_to_first_token.seconds.sum',
+]
+
+METRICS_MOCK = [f'nvidia_nim.{m}' for m in METRICS_MOCK]
diff --git a/nvidia_nim/tests/conftest.py b/nvidia_nim/tests/conftest.py
new file mode 100644
index 0000000000000..07ddd62b31d33
--- /dev/null
+++ b/nvidia_nim/tests/conftest.py
@@ -0,0 +1,30 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import copy
+
+import pytest
+
+from datadog_checks.dev import docker_run
+from datadog_checks.dev.conditions import CheckDockerLogs, CheckEndpoints
+
+from .common import COMPOSE_FILE, MOCKED_INSTANCE, MOCKED_VERSION_ENDPOINT
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    compose_file = COMPOSE_FILE
+    conditions = [
+        CheckDockerLogs(identifier='caddy', patterns=['server running']),
+        CheckEndpoints(MOCKED_INSTANCE["openmetrics_endpoint"]),
+        CheckEndpoints(MOCKED_VERSION_ENDPOINT),
+    ]
+    with docker_run(compose_file, conditions=conditions):
+        yield {
+            'instances': [MOCKED_INSTANCE],
+        }
+
+
+@pytest.fixture
+def instance():
+    return copy.deepcopy(MOCKED_INSTANCE)
diff --git a/nvidia_nim/tests/docker/Caddyfile b/nvidia_nim/tests/docker/Caddyfile
new file mode 100644
index 0000000000000..3715320034cb3
--- /dev/null
+++ b/nvidia_nim/tests/docker/Caddyfile
@@ -0,0 +1,15 @@
+:8000 {
+  route /metrics {
+    rewrite * /metrics
+    file_server {
+      root /usr/share/caddy
+    }
+  }
+
+  route /v1/version {
+    rewrite * /version
+    file_server {
+      root /usr/share/caddy
+    }
+  }
+}
\ No newline at end of file
diff --git a/nvidia_nim/tests/docker/docker-compose.yaml b/nvidia_nim/tests/docker/docker-compose.yaml
new file mode 100644
index 0000000000000..89fae66a27a87
--- /dev/null
+++ b/nvidia_nim/tests/docker/docker-compose.yaml
@@ -0,0 +1,11 @@
+version: "3.9"
+services:
+  caddy:
+    image: caddy:2.7
+    container_name: caddy
+    ports:
+      - "8000:8000"
+    volumes:
+      - ./Caddyfile:/etc/caddy/Caddyfile
+      - ../fixtures/nim_metrics.txt:/usr/share/caddy/metrics
+      - ../fixtures/nim_version.json:/usr/share/caddy/version
\ No newline at end of file
diff --git a/nvidia_nim/tests/fixtures/nim_metrics.txt b/nvidia_nim/tests/fixtures/nim_metrics.txt
new file mode 100644
index 0000000000000..d503a454265d7
--- /dev/null
+++ b/nvidia_nim/tests/fixtures/nim_metrics.txt
@@ -0,0 +1,159 @@
+# HELP python_gc_objects_collected_total Objects collected during gc
+# TYPE python_gc_objects_collected_total counter
+python_gc_objects_collected_total{generation="0"} 12502.0
+python_gc_objects_collected_total{generation="1"} 5884.0
+python_gc_objects_collected_total{generation="2"} 1228.0
+# HELP python_gc_objects_uncollectable_total Uncollectable objects found during GC
+# TYPE python_gc_objects_uncollectable_total counter
+python_gc_objects_uncollectable_total{generation="0"} 0.0
+python_gc_objects_uncollectable_total{generation="1"} 0.0
+python_gc_objects_uncollectable_total{generation="2"} 0.0
+# HELP python_gc_collections_total Number of times this generation was collected
+# TYPE python_gc_collections_total counter
+python_gc_collections_total{generation="0"} 2991.0
+python_gc_collections_total{generation="1"} 271.0
+python_gc_collections_total{generation="2"} 13.0
+# HELP python_info Python platform information
+# TYPE python_info gauge
+python_info{implementation="CPython",major="3",minor="10",patchlevel="12",version="3.10.12"} 1.0
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes 1.15891634176e+011
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes 1.0463768576e+010
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds 1.7303128549e+09
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total 44.87
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds 159.0
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds 1.048576e+06
+# HELP num_requests_running Number of requests currently running on GPU.
+# TYPE num_requests_running gauge
+num_requests_running{model_name="meta/llama-3.1-8b-instruct"} 1.0
+# HELP num_requests_waiting Number of requests waiting to be processed.
+# TYPE num_requests_waiting gauge
+num_requests_waiting{model_name="meta/llama-3.1-8b-instruct"} 0.0
+# HELP num_request_max Max number of concurrently running requests.
+# TYPE num_request_max gauge
+num_request_max{model_name="meta/llama-3.1-8b-instruct"} 64.0
+# HELP gpu_cache_usage_perc GPU KV-cache usage. 1 means 100 percent usage.
+# TYPE gpu_cache_usage_perc gauge
+gpu_cache_usage_perc{model_name="meta/llama-3.1-8b-instruct"} 0.0002848191398461977
+# HELP prompt_tokens_total Number of prefill tokens processed.
+# TYPE prompt_tokens_total counter
+prompt_tokens_total{model_name="meta/llama-3.1-8b-instruct"} 109.0
+# HELP generation_tokens_total Number of generation tokens processed.
+# TYPE generation_tokens_total counter
+generation_tokens_total{model_name="meta/llama-3.1-8b-instruct"} 174.0
+# HELP time_to_first_token_seconds Histogram of time to first token in seconds.
+# TYPE time_to_first_token_seconds histogram
+time_to_first_token_seconds_bucket{le="0.001",model_name="meta/llama-3.1-8b-instruct"} 0.0
+time_to_first_token_seconds_bucket{le="0.005",model_name="meta/llama-3.1-8b-instruct"} 0.0
+time_to_first_token_seconds_bucket{le="0.01",model_name="meta/llama-3.1-8b-instruct"} 0.0
+time_to_first_token_seconds_bucket{le="0.02",model_name="meta/llama-3.1-8b-instruct"} 2.0
+time_to_first_token_seconds_bucket{le="0.04",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.06",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.08",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.1",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.25",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.5",model_name="meta/llama-3.1-8b-instruct"} 4.0
+time_to_first_token_seconds_bucket{le="0.75",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="1.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="2.5",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="5.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="7.5",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="10.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_bucket{le="+Inf",model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_count{model_name="meta/llama-3.1-8b-instruct"} 5.0
+time_to_first_token_seconds_sum{model_name="meta/llama-3.1-8b-instruct"} 0.6119842529296875
+# HELP time_per_output_token_seconds Histogram of time per output token in seconds.
+# TYPE time_per_output_token_seconds histogram
+time_per_output_token_seconds_bucket{le="0.01",model_name="meta/llama-3.1-8b-instruct"} 0.0
+time_per_output_token_seconds_bucket{le="0.025",model_name="meta/llama-3.1-8b-instruct"} 168.0
+time_per_output_token_seconds_bucket{le="0.05",model_name="meta/llama-3.1-8b-instruct"} 168.0
+time_per_output_token_seconds_bucket{le="0.075",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.1",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.15",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.2",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.3",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.4",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.5",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="0.75",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="1.0",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="2.5",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_bucket{le="+Inf",model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_count{model_name="meta/llama-3.1-8b-instruct"} 169.0
+time_per_output_token_seconds_sum{model_name="meta/llama-3.1-8b-instruct"} 1.856855869293213
+# HELP e2e_request_latency_seconds Histogram of end to end request latency in seconds.
+# TYPE e2e_request_latency_seconds histogram
+e2e_request_latency_seconds_bucket{le="1.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="2.5",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="5.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="10.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="15.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="20.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="30.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="40.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="50.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="60.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_bucket{le="+Inf",model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_count{model_name="meta/llama-3.1-8b-instruct"} 5.0
+e2e_request_latency_seconds_sum{model_name="meta/llama-3.1-8b-instruct"} 2.4688401222229004
+# HELP request_prompt_tokens Number of prefill tokens processed.
+# TYPE request_prompt_tokens histogram
+request_prompt_tokens_bucket{le="1.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_prompt_tokens_bucket{le="2.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_prompt_tokens_bucket{le="5.0",model_name="meta/llama-3.1-8b-instruct"} 3.0
+request_prompt_tokens_bucket{le="10.0",model_name="meta/llama-3.1-8b-instruct"} 3.0
+request_prompt_tokens_bucket{le="20.0",model_name="meta/llama-3.1-8b-instruct"} 3.0
+request_prompt_tokens_bucket{le="50.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="100.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="200.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="500.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="1000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="2000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="5000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="10000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="20000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="50000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="100000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_bucket{le="+Inf",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_count{model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_prompt_tokens_sum{model_name="meta/llama-3.1-8b-instruct"} 109.0
+# HELP request_generation_tokens Number of generation tokens processed.
+# TYPE request_generation_tokens histogram
+request_generation_tokens_bucket{le="1.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_generation_tokens_bucket{le="2.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_generation_tokens_bucket{le="5.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_generation_tokens_bucket{le="10.0",model_name="meta/llama-3.1-8b-instruct"} 0.0
+request_generation_tokens_bucket{le="20.0",model_name="meta/llama-3.1-8b-instruct"} 3.0
+request_generation_tokens_bucket{le="50.0",model_name="meta/llama-3.1-8b-instruct"} 3.0
+request_generation_tokens_bucket{le="100.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="200.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="500.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="1000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="2000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="5000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="10000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="20000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="50000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="100000.0",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_bucket{le="+Inf",model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_count{model_name="meta/llama-3.1-8b-instruct"} 5.0
+request_generation_tokens_sum{model_name="meta/llama-3.1-8b-instruct"} 174.0
+# HELP request_finish_total Count of finished requests, differentiated by finish reason as label.
+# TYPE request_finish_total counter
+request_finish_total{finished_reason="length",model_name="meta/llama-3.1-8b-instruct"} 5.0
+# HELP request_success_total Count of successful requests.
+# TYPE request_success_total counter
+request_success_total{model_name="meta/llama-3.1-8b-instruct"} 5.0
+# HELP request_failure_total Count of failed requests.
+# TYPE request_failure_total counter
+request_failure_total{model_name="meta/llama-3.1-8b-instruct"} 0.0
\ No newline at end of file
diff --git a/nvidia_nim/tests/fixtures/nim_version.json b/nvidia_nim/tests/fixtures/nim_version.json
new file mode 100644
index 0000000000000..697168b8dabdd
--- /dev/null
+++ b/nvidia_nim/tests/fixtures/nim_version.json
@@ -0,0 +1 @@
+{"release":"1.0.0","api":"1.0.0"}
\ No newline at end of file
diff --git a/nvidia_nim/tests/test_e2e.py b/nvidia_nim/tests/test_e2e.py
new file mode 100644
index 0000000000000..9151982259dca
--- /dev/null
+++ b/nvidia_nim/tests/test_e2e.py
@@ -0,0 +1,11 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import assert_service_checks
+
+
+def test_check_nvidia_nim_e2e(dd_agent_check, instance):
+    aggregator = dd_agent_check(instance, rate=True)
+    aggregator.assert_service_check('nvidia_nim.openmetrics.health', ServiceCheck.OK, count=2)
+    assert_service_checks(aggregator)
diff --git a/nvidia_nim/tests/test_unit.py b/nvidia_nim/tests/test_unit.py
new file mode 100644
index 0000000000000..980580e11fab3
--- /dev/null
+++ b/nvidia_nim/tests/test_unit.py
@@ -0,0 +1,61 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from unittest import mock
+
+import pytest
+
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.http import MockResponse
+from datadog_checks.dev.utils import get_metadata_metrics
+from datadog_checks.nvidia_nim import NvidiaNIMCheck
+
+from .common import METRICS_MOCK, get_fixture_path
+
+
+def test_check_nvidia_nim(dd_run_check, aggregator, datadog_agent, instance):
+    check = NvidiaNIMCheck("nvidia_nim", {}, [instance])
+    check.check_id = "test:123"
+    with mock.patch(
+        'requests.get',
+        side_effect=[
+            MockResponse(file_path=get_fixture_path("nim_metrics.txt")),
+            MockResponse(file_path=get_fixture_path("nim_version.json")),
+        ],
+    ):
+        dd_run_check(check)
+
+    for metric in METRICS_MOCK:
+        aggregator.assert_metric(metric)
+        aggregator.assert_metric_has_tag(metric, "test:test")
+
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+    aggregator.assert_service_check("nvidia_nim.openmetrics.health", ServiceCheck.OK)
+
+    raw_version = "1.0.0"
+    major, minor, patch = raw_version.split(".")
+    version_metadata = {
+        "version.scheme": "semver",
+        "version.major": major,
+        "version.minor": minor,
+        "version.patch": patch,
+        "version.raw": raw_version,
+    }
+    datadog_agent.assert_metadata("test:123", version_metadata)
+
+
+def test_emits_critical_openemtrics_service_check_when_service_is_down(
+    dd_run_check, aggregator, instance, mock_http_response
+):
+    """
+    If we fail to reach the openmetrics endpoint the openmetrics service check should report as critical
+    """
+    mock_http_response(status_code=404)
+    check = NvidiaNIMCheck("nvidia_nim", {}, [instance])
+    with pytest.raises(Exception, match="requests.exceptions.HTTPError"):
+        dd_run_check(check)
+
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_service_check("nvidia_nim.openmetrics.health", ServiceCheck.CRITICAL)
diff --git a/nvidia_triton/CHANGELOG.md b/nvidia_triton/CHANGELOG.md
index 1a56bd0e2b7f4..07a911a43cfec 100644
--- a/nvidia_triton/CHANGELOG.md
+++ b/nvidia_triton/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/nvidia_triton/changelog.d/18207.added b/nvidia_triton/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/nvidia_triton/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/nvidia_triton/changelog.d/18617.fixed b/nvidia_triton/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/nvidia_triton/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/nvidia_triton/datadog_checks/nvidia_triton/__about__.py b/nvidia_triton/datadog_checks/nvidia_triton/__about__.py
index 2ce3bcb822978..0f0226125e7bf 100644
--- a/nvidia_triton/datadog_checks/nvidia_triton/__about__.py
+++ b/nvidia_triton/datadog_checks/nvidia_triton/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/oke/README.md b/oke/README.md
index a3ba86962c906..2cf8e71dd55dc 100644
--- a/oke/README.md
+++ b/oke/README.md
@@ -2,22 +2,40 @@
 
 ## Overview
 
-Oracle Cloud Infrastructure Container Engine for Kubernetes (OKE) is a fully-managed Kubernetes service for deploying and running your containerized applications on Oracle Cloud. Datadog provides you with comprehensive visibility to your Kubernetes clusters managed by OKE. Once you have enabled your Datadog integration, you can view your Kubernetes infrastructure, monitor live processes, and track key metrics from all of your pods and containers in one place.
+Oracle Cloud Infrastructure Container Engine for Kubernetes (OKE) is a managed Kubernetes service that simplifies the operations of enterprise-grade Kubernetes at scale. 
+
+This integration collects metrics and tags from the [`oci_oke`][1] namespace to help you monitor your Kubernetes control plane, clusters, and node states. 
+
+Deploying the [Datadog Agent][2] on your OKE cluster can also help you track the load on your clusters, pods, and individual nodes to get better insights into how to provision and deploy your resources.
+
+In addition to monitoring your nodes, pods, and containers, the Agent can also collect and report metrics from the services running in your cluster, so that you can:
+
+- Explore your OKE clusters with [pre-configured Kubernetes dashboards][3]
+- Monitor containers and processes in real time
+- Automatically track and monitor containerized services
 
 ## Setup
 
+Once you set up the [Oracle Cloud Infrastructure][4] integration, ensure that the `oci_oke` namespace is included in your [Connector Hub][5].
+
 Because Datadog already integrates with Kubernetes, it is ready-made to monitor OKE. If you're running the Agent in a Kubernetes cluster and plan to migrate to OKE, you can continue monitoring your cluster with Datadog.
 
-Additionally, OKE node pools are supported.
+Deploying the Agent as a DaemonSet with the [Helm chart][6] is the most straightforward (and recommended) method, since it ensures that the Agent will run as a pod on every node within your cluster and that each new node automatically has the Agent installed. You can also configure the Agent to collect process data, traces, and logs by adding a few extra lines to a Helm values file. Additionally, OKE node pools are supported.
 
 
 ## Troubleshooting
 
-Need help? Contact [Datadog support][1].
+Need help? Contact [Datadog support][7].
 
 ## Further Reading
 
-- [How to monitor OKE with Datadog][2]
+- [How to monitor OKE with Datadog][8]
 
-[1]: https://docs.datadoghq.com/help/
-[2]: https://www.datadoghq.com/blog/monitor-oracle-kubernetes-engine/
+[1]: https://docs.oracle.com/en-us/iaas/Content/ContEng/Reference/contengmetrics.htm
+[2]: https://docs.datadoghq.com/agent/kubernetes/#installation
+[3]: https://app.datadoghq.com/dashboard/lists/preset/3?q=kubernetes
+[4]: https://docs.datadoghq.com/integrations/oracle_cloud_infrastructure/
+[5]: https://cloud.oracle.com/connector-hub/service-connectors
+[6]: https://docs.datadoghq.com/agent/kubernetes/?tab=helm
+[7]: https://docs.datadoghq.com/help/
+[8]: https://www.datadoghq.com/blog/monitor-oracle-kubernetes-engine/
diff --git a/oke/manifest.json b/oke/manifest.json
index 7b33e09ff665d..3273ec58c78e7 100644
--- a/oke/manifest.json
+++ b/oke/manifest.json
@@ -8,12 +8,14 @@
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
-    "description": "OKE is an Oracle-managed container orchestration service.",
+    "description": "OKE is an OCI managed container orchestration service.",
     "title": "Oracle Container Engine for Kubernetes",
     "media": [],
     "classifier_tags": [
+     "Category::Configuration & Deployment",
       "Category::Containers",
       "Category::Kubernetes",
+      "Category::Metrics",
       "Category::Oracle",
       "Category::Orchestration",
       "Supported OS::Linux",
diff --git a/openai/README.md b/openai/README.md
index efb5c895d23fd..34c024b4fe4c2 100644
--- a/openai/README.md
+++ b/openai/README.md
@@ -2,19 +2,19 @@
 
 ## Overview
 
+Monitor, troubleshoot, and evaluate your LLM-powered applications, such as chatbots or data extraction tools, using [OpenAI][1]. With LLM Observability, you can investigate the root cause of issues, monitor operational performance, and evaluate the quality, privacy, and safety of your LLM applications.
+
+[LLM Obs tracing view video][16]
+
 Get cost estimation, prompt and completion sampling, error tracking, performance metrics, and more out of [OpenAI][1] account-level, Python, Node.js, and PHP library requests using Datadog metrics, APM, and logs.
 
 ## Setup
-
 <!-- xxx tabs xxx -->
-<!-- xxx tab "Python" xxx -->
+<!-- xxx tab "API Key" xxx -->
 
-**Note**: This setup method does not collect `openai.api.usage.*` metrics. To collect these metrics, also follow the API key setup instructions.
+**Note**: This setup method only collects `openai.api.usage.*` metrics. To collect all metrics provided by this integration, also follow the APM setup instructions.
 
 ### Installation
-
-#### Web: Get Account-level Usage and Cost Metrics
-
 **Note**: This setup method only collects `openai.api.usage*` metrics, and if you enable OpenAI in Cloud Cost Management, you will also get cost metrics, no additional permissions or setup required. Use the agent setup below for additional metrics.
 
 1. Login to your [OpenAI Account][10].
@@ -29,36 +29,131 @@ Get cost estimation, prompt and completion sampling, error tracking, performance
 <!-- web-ui. Make sure to update the markdown / code there to see any changes take -->
 <!-- effect on the tile. -->
 
-#### APM: Get Usage Metrics for Python and Node.js Applications
+<!-- xxz tab xxx -->
+<!-- xxx tab "Python" xxx -->
+
+**Note**: This setup method does not collect `openai.api.usage.*` metrics. To collect these metrics, also follow the API key setup instructions.
+
+### Installation
+
+#### LLM Observability: Get end-to-end visibility into your LLM application's calls to OpenAI
+You can enable LLM Observability in different environments. Follow the appropriate setup based on your scenario:
+
+##### If you do not have the Datadog Agent:
+1. Install the `ddtrace` package:
+
+   ```shell
+     pip install ddtrace
+   ```
+
+2. Start your application with the following command, enabling agentless mode:
+
+   ```shell
+     DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_AGENTLESS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <YOUR_APP>.py
+   ```
+
+##### If you already have the Datadog Agent installed:
+1. Make sure the Agent is running and that APM and StatsD are enabled. For example, use the following command with Docker:
+
+   ```shell
+   docker run -d \
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
+
+2. Install the `ddtrace` package if it isn't installed yet:
+
+   ```shell
+     pip install ddtrace
+   ```
+
+3. Start your application using the `ddtrace-run` command to automatically enable tracing:
+
+   ```shell
+      DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> ddtrace-run python <YOUR_APP>.py
+   ```
+
+**Note**: If the Agent is running on a custom host or port, set `DD_AGENT_HOST` and `DD_TRACE_AGENT_PORT` accordingly.
+
+##### If you are running LLM Observability in a serverless environment (AWS Lambda):
+1. Install the **Datadog-Python** and **Datadog-Extension** Lambda layers as part of your AWS Lambda setup.
+2. Enable LLM Observability by setting the following environment variables:
+
+   ```shell
+      DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME>
+   ```
+
+**Note**: In serverless environments, Datadog automatically flushes spans when the Lambda function finishes running.
+##### Automatic OpenAI tracing
+LLM Observability provides automatic tracing for OpenAI's completion and chat completion methods without requiring manual instrumentation.
+
+The SDK will automatically trace the following OpenAI methods:
+- `OpenAI().completions.create()`, `OpenAI().chat.completions.create()`
+- For async calls: `AsyncOpenAI().completions.create()`, `AsyncOpenAI().chat.completions.create()`
+
+No additional setup is required to capture latency, input/output messages, and token usage for these traced calls.
+
+##### Validation
+Validate that LLM Observability is properly capturing spans by checking your application logs for successful span creation. You can also run the following command to check the status of the `ddtrace` integration:
+
+   ```shell
+   ddtrace-run --info
+   ```
+
+Look for the following message to confirm the setup:
+
+   ```shell
+   Agent error: None
+   ```
+
+##### Debugging
+If you encounter issues during setup, enable debug logging by passing the `--debug` flag:
+
+   ```shell
+   ddtrace-run --debug
+   ```
+
+This will display detailed information about any errors or issues with tracing.
+
+#### APM: Get Usage Metrics for Python Applications
 
 1. Enable APM and StatsD in your Datadog Agent. For example, in Docker:
 
-```shell
-docker run -d
-  --cgroupns host \
-  --pid host \
-  -v /var/run/docker.sock:/var/run/docker.sock:ro \
-  -v /proc/:/host/proc/:ro \
-  -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
-  -e DD_API_KEY=<DATADOG_API_KEY> \
-  -p 127.0.0.1:8126:8126/tcp \
-  -p 127.0.0.1:8125:8125/udp \
-  -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
-  -e DD_APM_ENABLED=true \
-  gcr.io/datadoghq/agent:latest
-```
+   ```shell
+   docker run -d
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
 
 2. Install the Datadog APM Python library.
 
-```shell
-pip install ddtrace
-```
+   ```shell
+   pip install ddtrace
+   ```
 
 3. Prefix your OpenAI Python application command with `ddtrace-run` and the following environment variables as shown below:
 
-```shell
-DD_SERVICE="my-service" DD_ENV="staging" ddtrace-run python <your-app>.py
-```
+   ```shell
+   DD_SERVICE="my-service" DD_ENV="staging" ddtrace-run python <your-app>.py
+   ```
 
 **Notes**:
 
@@ -71,11 +166,11 @@ partial -->
 
 See the [APM Python library documentation][2] for more advanced usage.
 
-### Configuration
+##### Configuration
 
 See the [APM Python library documentation][3] for all the available configuration options.
 
-#### Log Prompt & Completion Sampling
+##### Log Prompt & Completion Sampling
 
 To enable log prompt and completion sampling, set the `DD_OPENAI_LOGS_ENABLED="true"` environment variable. By default, 10% of traced requests will emit logs containing the prompts and completions.
 
@@ -83,35 +178,36 @@ To adjust the log sample rate, see the [APM library documentation][3].
 
 **Note**: Logs submission requires `DD_API_KEY` to be specified when running `ddtrace-run`.
 
-### Validation
+##### Validation
 
 Validate that the APM Python library can communicate with your Agent using:
 
-```shell
-ddtrace-run --info
-```
+   ```shell
+   ddtrace-run --info
+   ```
 
 You should see the following output:
 
-```
-    Agent error: None
-```
+   ```
+       Agent error: None
+   ```
 
-#### Debug Logging
+##### Debug Logging
 
 Pass the `--debug` flag to `ddtrace-run` to enable debug logging.
 
-```shell
-ddtrace-run --debug
-```
+   ```shell
+   ddtrace-run --debug
+   ```
 
 This displays any errors sending data:
 
-```
-ERROR:ddtrace.internal.writer.writer:failed to send, dropping 1 traces to intake at http://localhost:8126/v0.5/traces after 3 retries ([Errno 61] Connection refused)
-WARNING:ddtrace.vendor.dogstatsd:Error submitting packet: [Errno 61] Connection refused, dropping the packet and closing the socket
-DEBUG:ddtrace.contrib.openai._logging.py:sent 2 logs to 'http-intake.logs.datadoghq.com'
-```
+   ```
+   ERROR:ddtrace.internal.writer.writer:failed to send, dropping 1 traces to intake at http://localhost:8126/v0.5/traces after 3 retries ([Errno 61] Connection refused)
+   WARNING:ddtrace.vendor.dogstatsd:Error submitting packet: [Errno 61] Connection refused, dropping the packet and closing the socket
+   DEBUG:ddtrace.contrib.openai._logging.py:sent 2 logs to 'http-intake.logs.datadoghq.com'
+   ```
+
 
 <!-- xxz tab xxx -->
 <!-- xxx tab "Node.js" xxx -->
@@ -120,46 +216,134 @@ DEBUG:ddtrace.contrib.openai._logging.py:sent 2 logs to 'http-intake.logs.datado
 
 ### Installation
 
+#### LLM Observability: Get end-to-end visibility into your LLM application's calls to OpenAI
+You can enable LLM Observability in different environments. Follow the appropriate setup based on your scenario:
+
+##### If you do not have the Datadog Agent:
+1. Install the `dd-trace` package:
+
+   ```shell
+     npm install dd-trace
+   ```
+
+2. Start your application with the following command, enabling agentless mode:
+
+   ```shell
+     DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_AGENTLESS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> node -r 'dd-trace/init' <your_app>.js
+   ```
+
+##### If you already have the Datadog Agent installed:
+1. Make sure the Agent is running and that APM and StatsD are enabled. For example, use the following command with Docker:
+
+   ```shell
+   docker run -d \
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
+
+2. Install the Datadog APM Python library.
+
+   ```shell
+   npm install dd-trace
+   ```
+
+3. Start your application using the `-r dd-trace/init` or `NODE_OPTIONS='--require dd-trace/init'` command to automatically enable tracing:
+
+   ```shell
+   DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME> node -r 'dd-trace/init' <your_app>.js
+   ```
+
+**Note**: If the Agent is running on a custom host or port, set `DD_AGENT_HOST` and `DD_TRACE_AGENT_PORT` accordingly.
+
+##### If you are running LLM Observability in a serverless environment (AWS Lambda):
+1. Enable LLM Observability by setting the following environment variables:
+
+   ```shell
+   DD_SITE=<YOUR_DATADOG_SITE> DD_API_KEY=<YOUR_API_KEY> DD_LLMOBS_ENABLED=1 DD_LLMOBS_ML_APP=<YOUR_ML_APP_NAME>
+   ```
+
+2. Before the lambda finishes, call `llmobs.flush()`:
+
+   ```js
+   const llmobs = require('dd-trace').llmobs;
+   // or, if dd-trace was not initialized via NODE_OPTIONS
+   const llmobs = require('dd-trace').init({
+     llmobs: {
+       mlApp: <YOUR_ML_APP>,
+     }
+   }).llmobs; // with DD_API_KEY and DD_SITE being set at the environment level
+   
+   async function handler (event, context) {
+     ...
+     llmobs.flush()
+     return ...
+   }
+   ```
+
+##### Automatic OpenAI tracing
+LLM Observability provides automatic tracing for OpenAI's completion, chat completion, and embedding methods without requiring manual instrumentation.
+
+The SDK will automatically trace the following OpenAI methods:
+- `client.completions.create()`, `client.chat.completions.create()`, `client.embeddings.create()` (where client is an instance of `OpenAI`)
+
+No additional setup is required to capture latency, input/output messages, and token usage for these traced calls.
+
+##### Debugging
+If you encounter issues during setup, enable debug logging by setting `DD_TRACE_DEBUG=1`
+
+This will display detailed information about any errors or issues with tracing.
+
+#### APM: Get Usage Metrics for Node.js Applications
+
 1. Enable APM and StatsD in your Datadog Agent. For example, in Docker:
 
-```shell
-docker run -d
-  --cgroupns host \
-  --pid host \
-  -v /var/run/docker.sock:/var/run/docker.sock:ro \
-  -v /proc/:/host/proc/:ro \
-  -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
-  -e DD_API_KEY=<DATADOG_API_KEY> \
-  -p 127.0.0.1:8126:8126/tcp \
-  -p 127.0.0.1:8125:8125/udp \
-  -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
-  -e DD_APM_ENABLED=true \
-  gcr.io/datadoghq/agent:latest
-```
+   ```shell
+   docker run -d
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
 
 2. Install the Datadog APM Node.js library.
 
-```shell
-npm install dd-trace
-```
+   ```shell
+   npm install dd-trace
+   ```
 
 3. Inject the library into your OpenAI Node.js application.
 
-```shell
-DD_TRACE_DEBUG=1 DD_TRACE_BEAUTIFUL_LOGS=1 DD_SERVICE="my-service" \
-  DD_ENV="staging" DD_API_KEY=<DATADOG_API_KEY> \
-  NODE_OPTIONS='-r dd-trace/init' node app.js
-```
+   ```shell
+   DD_TRACE_DEBUG=1 DD_TRACE_BEAUTIFUL_LOGS=1 DD_SERVICE="my-service" \
+     DD_ENV="staging" DD_API_KEY=<DATADOG_API_KEY> \
+     NODE_OPTIONS='-r dd-trace/init' node app.js
+   ```
 
 **Note**: If the Agent is using a non-default hostname or port, you must also set `DD_AGENT_HOST`, `DD_TRACE_AGENT_PORT`, or `DD_DOGSTATSD_PORT`.
 
 See the [APM Node.js OpenAI documentation][8] for more advanced usage.
 
-### Configuration
+##### Configuration
 
 See the [APM Node.js library documentation][9] for all the available configuration options.
 
-#### Log prompt and completion sampling
+##### Log prompt and completion sampling
 
 To enable log prompt and completion sampling, set the `DD_OPENAI_LOGS_ENABLED=1` environment variable. By default, 10% of traced requests emit logs containing the prompts and completions.
 
@@ -167,29 +351,29 @@ To adjust the log sample rate, see the [APM library documentation][3].
 
 **Note**: Logs submission requires `DD_API_KEY` to be specified.
 
-### Validation
+##### Validation
 
 Validate that the APM Node.js library can communicate with your Agent by examining the debugging output from the application process. Within the section titled "Encoding payload," you should see an entry with a `name` field and a correlating value of `openai.request`. See below for a truncated example of this output:
 
-```json
-{
-  "name": "openai.request",
-  "resource": "listModels",
-  "meta": {
-    "component": "openai",
-    "span.kind": "client",
-    "openai.api_base": "https://api.openai.com/v1",
-    "openai.request.endpoint": "/v1/models",
-    "openai.request.method": "GET",
-    "language": "javascript"
-  },
-  "metrics": {
-    "openai.response.count": 106
-  },
-  "service": "my-service",
-  "type": "openai"
-}
-```
+   ```json
+   {
+     "name": "openai.request",
+     "resource": "listModels",
+     "meta": {
+       "component": "openai",
+       "span.kind": "client",
+       "openai.api_base": "https://api.openai.com/v1",
+       "openai.request.endpoint": "/v1/models",
+       "openai.request.method": "GET",
+       "language": "javascript"
+     },
+     "metrics": {
+       "openai.response.count": 106
+     },
+     "service": "my-service",
+     "type": "openai"
+   }
+   ```
 
 [8]: https://datadoghq.dev/dd-trace-js/interfaces/plugins.openai.html
 [9]: https://github.com/DataDog/dd-trace-js
@@ -202,22 +386,24 @@ Validate that the APM Node.js library can communicate with your Agent by examini
 
 ### Installation
 
+#### APM: Get Usage Metrics for Php Applications
+
 1. Enable APM and StatsD in your Datadog Agent. For example, in Docker:
 
-```shell
-docker run -d
-  --cgroupns host \
-  --pid host \
-  -v /var/run/docker.sock:/var/run/docker.sock:ro \
-  -v /proc/:/host/proc/:ro \
-  -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
-  -e DD_API_KEY=<DATADOG_API_KEY> \
-  -p 127.0.0.1:8126:8126/tcp \
-  -p 127.0.0.1:8125:8125/udp \
-  -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
-  -e DD_APM_ENABLED=true \
-  gcr.io/datadoghq/agent:latest
-```
+   ```shell
+   docker run -d
+     --cgroupns host \
+     --pid host \
+     -v /var/run/docker.sock:/var/run/docker.sock:ro \
+     -v /proc/:/host/proc/:ro \
+     -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
+     -e DD_API_KEY=<DATADOG_API_KEY> \
+     -p 127.0.0.1:8126:8126/tcp \
+     -p 127.0.0.1:8125:8125/udp \
+     -e DD_DOGSTATSD_NON_LOCAL_TRAFFIC=true \
+     -e DD_APM_ENABLED=true \
+     gcr.io/datadoghq/agent:latest
+   ```
 
 2. [Install the Datadog APM PHP library][16].
 
@@ -238,7 +424,7 @@ See the [APM PHP library documentation][17] for more advanced usage.
 
 See the [APM PHP library documentation][17] for all the available configuration options.
 
-#### Log prompt and completion sampling (Beta) 
+#### Log prompt and completion sampling (Preview) 
 
 To enable log prompt and completion sampling, set the `DD_OPENAI_LOGS_ENABLED="true"` environment variable. By default, 10% of traced requests will emit logs containing the prompts and completions.
 
@@ -253,22 +439,6 @@ To validate that the APM PHP library can communicate with your Agent, examine th
 [16]:https://docs.datadoghq.com/tracing/trace_collection/automatic_instrumentation/dd_libraries/php/#install-the-extension
 [17]:https://docs.datadoghq.com/tracing/trace_collection/library_config/php/
 
-<!-- xxz tab xxx -->
-<!-- xxx tab "API Key" xxx -->
-
-**Note**: This setup method only collects `openai.api.usage.*` metrics. To collect all metrics provided by this integration, also follow the APM setup instructions.
-
-### Installation
-
-1. Login to your [OpenAI Account][10].
-2. Navigate to **View API Keys** under account settings.
-3. Click **Create a new secret key**.
-4. Copy the created API Key to your clipboard.
-
-### Configuration
-1. Navigate to the configuration tab inside Datadog [OpenAI integration tile][11].
-2. Enter an account name and OpenAI API key copied above in the accounts configuration.
-
 <!-- xxz tab xxx -->
 <!-- xxz tabs xxx -->
 
@@ -313,3 +483,4 @@ Additional helpful documentation, links, and articles:
 [13]: https://docs.datadoghq.com/getting_started/site/#access-the-datadog-site
 [14]: https://app.datadoghq.com/cost
 [15]: https://docs.datadoghq.com/cloud_cost_management/saas_costs/?tab=openai#data-collected
+[16]: https://imgix.datadoghq.com/video/products/llm-observability/expedite-troubleshooting.mp4?fm=webm&fit=max
diff --git a/openai/assets/dashboards/cost_overview_dashboard.json b/openai/assets/dashboards/cost_overview_dashboard.json
new file mode 100644
index 0000000000000..206bc16da2536
--- /dev/null
+++ b/openai/assets/dashboards/cost_overview_dashboard.json
@@ -0,0 +1,1243 @@
+{
+  "title": "OpenAI Cost Overview",
+  "description": "This dashboard provides insights into various OpenAI costs and their sources of attribution.",
+  "widgets": [
+    {
+      "id": 3636494906945158,
+      "definition": {
+        "type": "note",
+        "content": "There are **3 sections** in this dashboard, all require Cloud Cost Management for OpenAI to be set up to see data.\n\n1. **OpenAI Cost Management**: [Set up](https://docs.datadoghq.com/cloud_cost_management/saas_costs/?tab=openai#setup) Cloud Cost Management and then the OpenAI integration\n2.  **OpenAI Integration (API)**: [Set up](https://docs.datadoghq.com/integrations/openai/?tab=apikey) the **free** API set-up portion\n3. **LLM Observability**: [Set up](https://docs.datadoghq.com/llm_observability/setup/?tab=decorators) LLM Observability \n\nYou can clone and customize this dashboard for your specific tags",
+        "background_color": "blue",
+        "font_size": "16",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 12,
+        "height": 3
+      }
+    },
+    {
+      "id": 8347049005274980,
+      "definition": {
+        "title": "OpenAI Cost Management",
+        "background_color": "vivid_green",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 8416974066900506,
+            "definition": {
+              "type": "note",
+              "content": "Set up the Cloud Cost Management [OpenAI Cost Integration](https://docs.datadoghq.com/cloud_cost_management/saas_costs/?tab=openai#setup)   to see data in this section. ",
+              "background_color": "green",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 409821317360376,
+            "definition": {
+              "type": "image",
+              "url": "/static/images/logos/openai_large.svg",
+              "url_dark_theme": "/static/images/logos/openai_reversed_large.svg",
+              "sizing": "cover",
+              "has_background": true,
+              "has_border": true,
+              "vertical_align": "center",
+              "horizontal_align": "center"
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 1457644073160806,
+            "definition": {
+              "title": "Total Costs (past 30d)",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 3,
+              "y": 1,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 5140360304170010,
+            "definition": {
+              "title": "Total Costs (30d prior)",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 6,
+              "y": 1,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 8170994894343814,
+            "definition": {
+              "title": "% change (past 30d vs 30d prior)",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "percent"
+                        }
+                      },
+                      "formula": "(query1 - calendar_shift(query2, '-1mo', 'Europe/Paris')) / calendar_shift(query2, '-1mo', 'Europe/Paris') * 100"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": "<",
+                      "value": 5,
+                      "palette": "black_on_light_green"
+                    },
+                    {
+                      "comparator": "<",
+                      "value": 10,
+                      "palette": "black_on_light_yellow"
+                    },
+                    {
+                      "comparator": ">",
+                      "value": 10,
+                      "palette": "black_on_light_red"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 9,
+              "y": 1,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 3631138712976072,
+            "definition": {
+              "type": "note",
+              "content": "OpenAI models have different capabilities and price points, and are priced by the **number of input and output tokens**.\n\nIn Cloud Cost Management, costs are broken down by the **input and output costs per model**. ",
+              "background_color": "green",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 3,
+              "height": 4
+            }
+          },
+          {
+            "id": 8525206763937204,
+            "definition": {
+              "title": "Cost per ServiceName",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "query": "sum:all.cost{providername:OpenAI,$api_key,$ml_app,$service,$model,$project} by {servicename}",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 3,
+              "y": 3,
+              "width": 9,
+              "height": 4
+            }
+          },
+          {
+            "id": 4968678189694062,
+            "definition": {
+              "title": "Cost Changes Over Time by ServiceName",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": false,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "query": "sum:all.cost{providername:OpenAI,$api_key,$ml_app,$service,$model,$project} by {servicename}.rollup(sum, 86400)"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "datadog16",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 7,
+              "width": 12,
+              "height": 3
+            }
+          },
+          {
+            "id": 7084921580361980,
+            "definition": {
+              "title": "Cost by Organization and Project",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "query": "sum:all.cost{providername:OpenAI,$api_key,$ml_app,$service,$model,$project} by {organization_name,project_name}",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "datadog16"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 10,
+              "width": 5,
+              "height": 3
+            }
+          },
+          {
+            "id": 2890013906934278,
+            "definition": {
+              "title": "Project Costs Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total Cost",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query1",
+                      "query": "sum:all.cost{providername:OpenAI,$api_key,$ml_app,$service,$model,$project} by {project_name}.rollup(sum, 86400)"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 5,
+              "y": 10,
+              "width": 7,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 3,
+        "width": 12,
+        "height": 14
+      }
+    },
+    {
+      "id": 2162071155995882,
+      "definition": {
+        "title": "OpenAI Integration (API)",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 6603322518845350,
+            "definition": {
+              "type": "note",
+              "content": "Set up the **free** [API part](https://app.datadoghq.com/integrations/openai?search=OpenAI)  of the [OpenAI general integration](https://docs.datadoghq.com/integrations/openai/?tab=python) to see data in this section. Dive deeper in [OpenAI Usage Overview](https://app.datadoghq.com/dash/integration/31040/openai-usage-overview). Widgets are focused on GPT costs.",
+              "background_color": "blue",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 7450240655684922,
+            "definition": {
+              "title": "Cost per Model",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project} by {model}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project} by {model}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)"
+                    }
+                  ],
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 6,
+              "height": 3
+            }
+          },
+          {
+            "id": 2146480474569892,
+            "definition": {
+              "title": "Cost per Operation",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      },
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project} by {operation}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project} by {operation}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "style": {
+                    "palette": "datadog16"
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "automatic"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 1,
+              "width": 6,
+              "height": 3
+            }
+          },
+          {
+            "id": 92163252088124,
+            "definition": {
+              "title": "Cost per Token ",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        },
+                        "unit_scale": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      },
+                      "formula": "(query2 / (query1 + query5))"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": false,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 6,
+              "height": 2
+            }
+          },
+          {
+            "id": 2871269133729220,
+            "definition": {
+              "title": "# Input Tokens",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query5"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:openai.api.usage.n_context_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 6,
+              "y": 4,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 5960580251979426,
+            "definition": {
+              "title": "# Output Tokens",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query5"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:openai.api.usage.n_generated_tokens_total{$api_key,$ml_app,$service,$model,$project}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 9,
+              "y": 4,
+              "width": 3,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 7
+      }
+    },
+    {
+      "id": 8181163626805416,
+      "definition": {
+        "title": "LLM Observability ",
+        "background_color": "vivid_purple",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 7136039305405288,
+            "definition": {
+              "type": "image",
+              "url": "/static/images/integration_dashboard/llm-observability_hero-1.jpeg",
+              "sizing": "cover",
+              "has_background": true,
+              "has_border": true,
+              "vertical_align": "center",
+              "horizontal_align": "center"
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 4,
+              "height": 1
+            }
+          },
+          {
+            "id": 3520544867910278,
+            "definition": {
+              "type": "note",
+              "content": "Please [set up](https://docs.datadoghq.com/llm_observability/) LLM Observability to see data in this section. With [LLM Observability](https://app.datadoghq.com/llm/traces), you can monitor, troubleshoot, and evaluate your LLM-powered applications. ",
+              "background_color": "purple",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 8,
+              "height": 1
+            }
+          },
+          {
+            "id": 2767009516392116,
+            "definition": {
+              "title": "Cost per ML App",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      }
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project} by {ml_app}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project} by {ml_app}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "style": {
+                    "palette": "datadog16"
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "automatic"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 4,
+              "height": 3
+            }
+          },
+          {
+            "id": 650790161525400,
+            "definition": {
+              "title": "Cost per ML App Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      }
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project} by {ml_app}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project} by {ml_app}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "datadog16",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 4,
+              "y": 1,
+              "width": 8,
+              "height": 3
+            }
+          },
+          {
+            "id": 1463818413200384,
+            "definition": {
+              "title": "Cost per Service",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*gpt*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project} by {service}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project} by {service}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      }
+                    }
+                  ],
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "datadog16"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 6,
+              "height": 3
+            }
+          },
+          {
+            "id": 1324979932092638,
+            "definition": {
+              "title": "Cost per Env",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "type": "live",
+                "unit": "month",
+                "value": 1,
+                "hide_incomplete_cost_data": true
+              },
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "cloud_cost",
+                      "name": "query2",
+                      "query": "sum:custom.cost.amortized{providername:OpenAI,servicename:*GPT*,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query3",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project} by {env}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query4",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project} by {env}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "sum:ml_obs.span.llm.input.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    },
+                    {
+                      "data_source": "metrics",
+                      "name": "query5",
+                      "query": "sum:ml_obs.span.llm.output.tokens{$api_key,$ml_app,$service,$model,$project}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query2 * (query3 + query4) / (query1 + query5)",
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "dollar"
+                        }
+                      }
+                    }
+                  ],
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "datadog16"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 4,
+              "width": 6,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 24,
+        "width": 12,
+        "height": 8
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "project",
+      "prefix": "project",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "model",
+      "prefix": "model",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "service",
+      "prefix": "service",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "ml_app",
+      "prefix": "ml_app",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "api_key",
+      "prefix": "api_key",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/openai/images/openai_cost_dashboard_sample.png b/openai/images/openai_cost_dashboard_sample.png
new file mode 100644
index 0000000000000..3e584d5eda2e0
Binary files /dev/null and b/openai/images/openai_cost_dashboard_sample.png differ
diff --git a/openai/manifest.json b/openai/manifest.json
index e41a5284cf2e9..364ca327eb110 100644
--- a/openai/manifest.json
+++ b/openai/manifest.json
@@ -25,6 +25,11 @@
         "media_type": "image",
         "caption": "OpenAI Dashboard Tokens and Cost",
         "image_url": "images/openai_dash_tokens_cost.png"
+      },
+      {
+        "media_type": "image",
+        "caption": "OpenAI Dashboard Cost Usage",
+        "image_url": "images/openai_cost_dashboard_sample.png"
       }
     ],
     "classifier_tags": [
@@ -37,8 +42,7 @@
       "Supported OS::Linux",
       "Supported OS::Windows",
       "Supported OS::macOS",
-      "Offering::Integration",
-      "Product::LLM Observability"
+      "Offering::Integration"
     ],
     "resources": [
       {
@@ -74,7 +78,8 @@
     },
     "dashboards": {
       "OpenAI Overview Dashboard": "assets/dashboards/overview_dashboard.json",
-      "OpenAI Usage Overview": "assets/dashboards/usage_overview_dashboard.json"
+      "OpenAI Usage Overview": "assets/dashboards/usage_overview_dashboard.json",
+      "OpenAI Cost Overview": "assets/dashboards/cost_overview_dashboard.json"
     },
     "monitors": {
       "OpenAI API usage is approaching rate limit": "assets/monitors/request_limits.json",
diff --git a/openldap/CHANGELOG.md b/openldap/CHANGELOG.md
index 256f676af882e..9d6366c8f311b 100644
--- a/openldap/CHANGELOG.md
+++ b/openldap/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.12.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/openldap/changelog.d/18207.added b/openldap/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/openldap/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/openldap/changelog.d/18580.removed b/openldap/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/openldap/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/openldap/changelog.d/18617.fixed b/openldap/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/openldap/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/openldap/datadog_checks/openldap/__about__.py b/openldap/datadog_checks/openldap/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/openldap/datadog_checks/openldap/__about__.py
+++ b/openldap/datadog_checks/openldap/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/openmetrics/CHANGELOG.md b/openmetrics/CHANGELOG.md
index 3d2016891f6de..9c0393d7cf3d2 100644
--- a/openmetrics/CHANGELOG.md
+++ b/openmetrics/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/openmetrics/changelog.d/18207.added b/openmetrics/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/openmetrics/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/openmetrics/changelog.d/18580.removed b/openmetrics/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/openmetrics/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/openmetrics/changelog.d/18617.fixed b/openmetrics/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/openmetrics/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/openmetrics/datadog_checks/openmetrics/__about__.py b/openmetrics/datadog_checks/openmetrics/__about__.py
index b033d7b5bb770..91262416e46c9 100644
--- a/openmetrics/datadog_checks/openmetrics/__about__.py
+++ b/openmetrics/datadog_checks/openmetrics/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/openstack/CHANGELOG.md b/openstack/CHANGELOG.md
index c8171421c6f80..2e3361b25b5b6 100644
--- a/openstack/CHANGELOG.md
+++ b/openstack/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.0.0 / 2024-01-05 / Agent 7.51.0
 
 ***Changed***:
diff --git a/openstack/changelog.d/18207.added b/openstack/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/openstack/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/openstack/changelog.d/18580.removed b/openstack/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/openstack/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/openstack/changelog.d/18617.fixed b/openstack/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/openstack/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/openstack/datadog_checks/openstack/__about__.py b/openstack/datadog_checks/openstack/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/openstack/datadog_checks/openstack/__about__.py
+++ b/openstack/datadog_checks/openstack/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/openstack_controller/CHANGELOG.md b/openstack_controller/CHANGELOG.md
index 5260a2c84b565..bd68268c2a5c5 100644
--- a/openstack_controller/CHANGELOG.md
+++ b/openstack_controller/CHANGELOG.md
@@ -2,17 +2,31 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.9.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 6.8.1 / 2024-07-24 / Agent 7.56.0
 
diff --git a/openstack_controller/changelog.d/18207.added b/openstack_controller/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/openstack_controller/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/openstack_controller/changelog.d/18580.removed b/openstack_controller/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/openstack_controller/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/openstack_controller/changelog.d/18617.fixed b/openstack_controller/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/openstack_controller/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/openstack_controller/datadog_checks/openstack_controller/__about__.py b/openstack_controller/datadog_checks/openstack_controller/__about__.py
index 3134ece129a2d..03958a8f1be6b 100644
--- a/openstack_controller/datadog_checks/openstack_controller/__about__.py
+++ b/openstack_controller/datadog_checks/openstack_controller/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '7.0.0'
+__version__ = '8.0.0'
diff --git a/openstack_controller/tests/ssh_tunnel.py b/openstack_controller/tests/ssh_tunnel.py
index 38639a1bc8163..1cc66d22c1127 100644
--- a/openstack_controller/tests/ssh_tunnel.py
+++ b/openstack_controller/tests/ssh_tunnel.py
@@ -7,10 +7,9 @@
 import subprocess
 from contextlib import contextmanager
 
-import psutil
-
 from datadog_checks.dev.conditions import WaitForPortListening
 from datadog_checks.dev.env import environment_run
+from datadog_checks.dev.ssh_tunnel import KillProcess
 from datadog_checks.dev.structures import LazyFunction, TempDir
 from datadog_checks.dev.utils import ON_WINDOWS, find_free_port, get_ip
 
@@ -129,19 +128,3 @@ def __call__(self):
             WaitForPortListening(ip, local_port)()
 
             return ip, local_port
-
-
-class KillProcess(LazyFunction):
-    """Kill a process with the `pid_file` residing in the temporary directory `temp_name`."""
-
-    def __init__(self, temp_name, pid_file):
-        self.temp_name = temp_name
-        self.pid_file = pid_file
-
-    def __call__(self):
-        with TempDir(self.temp_name) as temp_dir:
-            with open(os.path.join(temp_dir, self.pid_file)) as pid_file:
-                pid = int(pid_file.read())
-                process = psutil.Process(pid)
-                process.kill()
-                return 0
diff --git a/oracle/CHANGELOG.md b/oracle/CHANGELOG.md
index c0fd3e6838748..e871cd2804ee1 100644
--- a/oracle/CHANGELOG.md
+++ b/oracle/CHANGELOG.md
@@ -2,12 +2,16 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.2.0 / 2024-03-22 / Agent 7.53.0
 
 ***Deprecated***:
diff --git a/oracle/README.md b/oracle/README.md
index 55c5f5b261500..66e80493ec504 100644
--- a/oracle/README.md
+++ b/oracle/README.md
@@ -429,7 +429,7 @@ Need help? Contact [Datadog support][14].
 [2]: https://docs.datadoghq.com/database_monitoring/
 [3]: https://support.microsoft.com/en-us/topic/the-latest-supported-visual-c-downloads-2647da03-1eea-4433-9aff-95f26a218cc0
 [4]: https://www.oracle.com/database/technologies/instant-client/winx64-64-downloads.html#ic_winx64_inst
-[5]: https://github.com/DataDog/integrations-core/blob/master/oracle/datadog_checks/oracle/data/conf.yaml.example
+[5]: https://github.com/DataDog/datadog-agent/blob/main/cmd/agent/dist/conf.d/oracle.d/conf.yaml.example
 [6]: https://docs.datadoghq.com/agent/guide/agent-configuration-files/#agent-configuration-directory
 [7]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
 [8]: https://www.oracle.com/ch-de/database/technologies/instant-client/downloads.html
diff --git a/oracle/metadata.csv b/oracle/metadata.csv
index 094ca2fecc13f..e0aad71bbf027 100644
--- a/oracle/metadata.csv
+++ b/oracle/metadata.csv
@@ -1,32 +1,35 @@
-metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric
-oracle.active_sessions,gauge,,,,number of active sessions,0,oracle_database,active sessions,
-oracle.buffer_cachehit_ratio,gauge,,percent,,Ratio of buffer cache hits,1,oracle_database,buff cache hit ratio,
-oracle.cache_blocks_corrupt,gauge,,block,,corrupt cache blocks,0,oracle_database,corrupt cache blocks,
-oracle.cache_blocks_lost,gauge,,block,,lost cache blocks,0,oracle_database,lost cache blocks,
-oracle.cursor_cachehit_ratio,gauge,,percent,,Ratio of cursor cache hits,1,oracle_database,cursor cache hit ratio,
-oracle.database_wait_time_ratio,gauge,,percent,,memory sorts per second,0,oracle_database,db wait-time ratio,
-oracle.disk_sorts,gauge,,operation,second,disk sorts per second,0,oracle_database,disk sorts,
-oracle.enqueue_timeouts,gauge,,timeout,second,enqueue timeouts per sec,0,oracle_database,enqueue timeouts,
-oracle.gc_cr_block_received,gauge,,block,second,GC CR block received,0,oracle_database,gc cr block rcv ,
-oracle.library_cachehit_ratio,gauge,,percent,,Ratio of library cache hits,1,oracle_database,lib cache hit ratio,
-oracle.logons,gauge,,,,number of logon attempts,0,oracle_database,logons,
-oracle.long_table_scans,gauge,,scan,second,number of long table scans per sec,0,oracle_database,long tbl scans,
-oracle.memory_sorts_ratio,gauge,,percent,,memory sorts ratio,0,oracle_database,memory sort ratio,
-oracle.physical_reads,gauge,,read,second,physical reads per sec,0,oracle_database,phys reads,
-oracle.physical_writes,gauge,,write,second,physical writes per sec,0,oracle_database,phys reads,
-oracle.process.pga_allocated_memory,gauge,,byte,,PGA memory allocated by process,0,oracle_database,pga memory allocated,
-oracle.process.pga_freeable_memory,gauge,,byte,,PGA memory freeable by process,0,oracle_database,pga memory freeable,
-oracle.process.pga_maximum_memory,gauge,,byte,,PGA maximum memory ever allocated by process,0,oracle_database,pga max memory allocated,
-oracle.process.pga_used_memory,gauge,,byte,,PGA memory used by process,0,oracle_database,pga memory used,
-oracle.rows_per_sort,gauge,,row,operation,rows per sort,0,oracle_database,rows per sort,
-oracle.service_response_time,gauge,,second,,service response time,0,oracle_database,svc resp time,
-oracle.session_count,gauge,,,,session count,0,oracle_database,session count,
-oracle.session_limit_usage,gauge,,percent,,session limit usage,0,oracle_database,session lim usage %,
-oracle.shared_pool_free,gauge,,percent,,shared pool free memory %,0,oracle_database,shared pool free,
-oracle.sorts_per_user_call,gauge,,,,sorts per user call,0,oracle_database,sorts per user call,
-oracle.tablespace.in_use,gauge,,percent,,tablespace in-use,0,oracle_database,tablespace in-use,
-oracle.tablespace.offline,gauge,,,,tablespace offline,0,oracle_database,tablespace offline,
-oracle.tablespace.size,gauge,,byte,,tablespace size,0,oracle_database,tablespace size,
-oracle.tablespace.used,gauge,,byte,,tablespace used,0,oracle_database,tablespace used,
-oracle.temp_space_used,gauge,,byte,,temp space used,0,oracle_database,temp space used,
-oracle.user_rollbacks,gauge,,operation,,number of user rollbacks,0,oracle_database,user rollbacks,
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+oracle.active_sessions,gauge,,,,Number of active sessions,0,oracle_database,active sessions,,
+oracle.asm_diskgroup.free_mb,gauge,,,,"The unused capacity of a disk group in megabytes, tagged by `state` (DBM only)",0,oracle_database,disk group free megabytes,,
+oracle.asm_diskgroup.offline_disks,gauge,,,,"The number of disks in an ASM disk group that are offline, tagged by `state` (DBM only)",0,oracle_database,offline disks in asm disk group,,
+oracle.asm_diskgroup.total_mb,gauge,,,,"The total usable capacity of the disk group, tagged by `state` (DBM only)",0,oracle_database,disk group total megabytes,,
+oracle.buffer_cachehit_ratio,gauge,,percent,,Ratio of buffer cache hits,1,oracle_database,buff cache hit ratio,,
+oracle.cache_blocks_corrupt,gauge,,block,,Corrupt cache blocks,0,oracle_database,corrupt cache blocks,,
+oracle.cache_blocks_lost,gauge,,block,,Lost cache blocks,0,oracle_database,lost cache blocks,,
+oracle.cursor_cachehit_ratio,gauge,,percent,,Ratio of cursor cache hits,1,oracle_database,cursor cache hit ratio,,
+oracle.database_wait_time_ratio,gauge,,percent,,Memory sorts per second,0,oracle_database,db wait-time ratio,,
+oracle.disk_sorts,gauge,,operation,second,Disk sorts per second,0,oracle_database,disk sorts,,
+oracle.enqueue_timeouts,gauge,,timeout,second,Enqueue timeouts per sec,0,oracle_database,enqueue timeouts,,
+oracle.gc_cr_block_received,gauge,,block,second,GC CR block received,0,oracle_database,gc cr block rcv ,,
+oracle.library_cachehit_ratio,gauge,,percent,,Ratio of library cache hits,1,oracle_database,lib cache hit ratio,,
+oracle.logons,gauge,,,,Number of logon attempts,0,oracle_database,logons,,
+oracle.long_table_scans,gauge,,scan,second,Number of long table scans per sec,0,oracle_database,long tbl scans,,
+oracle.memory_sorts_ratio,gauge,,percent,,Memory sorts ratio,0,oracle_database,memory sort ratio,,
+oracle.physical_reads,gauge,,read,second,Physical reads per sec,0,oracle_database,phys reads,,
+oracle.physical_writes,gauge,,write,second,Physical writes per sec,0,oracle_database,phys reads,,
+oracle.process.pga_allocated_memory,gauge,,byte,,PGA memory allocated by process,0,oracle_database,pga memory allocated,,
+oracle.process.pga_freeable_memory,gauge,,byte,,PGA memory freeable by process,0,oracle_database,pga memory freeable,,
+oracle.process.pga_maximum_memory,gauge,,byte,,PGA maximum memory ever allocated by process,0,oracle_database,pga max memory allocated,,
+oracle.process.pga_used_memory,gauge,,byte,,PGA memory used by process,0,oracle_database,pga memory used,,
+oracle.rows_per_sort,gauge,,row,operation,Rows per sort,0,oracle_database,rows per sort,,
+oracle.service_response_time,gauge,,second,,Service response time,0,oracle_database,svc resp time,,
+oracle.session_count,gauge,,,,Session count,0,oracle_database,session count,,
+oracle.session_limit_usage,gauge,,percent,,Session limit usage,0,oracle_database,session lim usage %,,
+oracle.shared_pool_free,gauge,,percent,,Shared pool free memory %,0,oracle_database,shared pool free,,
+oracle.sorts_per_user_call,gauge,,,,Sorts per user call,0,oracle_database,sorts per user call,,
+oracle.tablespace.in_use,gauge,,percent,,Tablespace in-use,0,oracle_database,tablespace in-use,,
+oracle.tablespace.offline,gauge,,,,Tablespace offline,0,oracle_database,tablespace offline,,
+oracle.tablespace.size,gauge,,byte,,Tablespace size,0,oracle_database,tablespace size,,
+oracle.tablespace.used,gauge,,byte,,Tablespace used,0,oracle_database,tablespace used,,
+oracle.temp_space_used,gauge,,byte,,Temp space used,0,oracle_database,temp space used,,
+oracle.user_rollbacks,gauge,,operation,,number of user rollbacks,0,oracle_database,user rollbacks,,
diff --git a/ossec_security/CHANGELOG.md b/ossec_security/CHANGELOG.md
index e57e089ded5c3..57fa73dad058d 100644
--- a/ossec_security/CHANGELOG.md
+++ b/ossec_security/CHANGELOG.md
@@ -2,12 +2,16 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/palo_alto_cortex_xdr/README.md b/palo_alto_cortex_xdr/README.md
index 1adb712d95857..ba935f483b0dc 100644
--- a/palo_alto_cortex_xdr/README.md
+++ b/palo_alto_cortex_xdr/README.md
@@ -1,4 +1,4 @@
-# Palo Alto Cortex XDR Integration For Datadog
+# Palo Alto Cortex XDR
 
 ## Overview
 
@@ -6,21 +6,16 @@
 
 This integration ingests the following logs:
 
-- Incident
-- Alert
+- Incident: Represents information of artifacts, assets, and alerts from a threat event, including their severity, status, and the users who handle them.
+- Alert: Represents real-time analysis of alerts, including their severity, frequency, and source.
 
-The Palo Alto Cortex XDR integration seamlessly collect the data of Palo Alto Cortex XDR logs using REST APIs.
-Before ingesting the data, it normalizes and enriches the logs, ensuring a consistent data format and enhancing information content for downstream processing and analysis. The integration provides insights into incidents and alerts using out-of-the-box dashboards.
+The Palo Alto Cortex XDR integration seamlessly collects the data of Palo Alto Cortex XDR logs using REST APIs. Before ingesting the data, it normalizes and enriches the logs, ensuring a consistent data format and enhancing information content for downstream processing and analysis. The integration provides insights into incidents and alerts using out-of-the-box dashboards.
 
 ## Setup
 
-### Configuration
+### Generate API credentials in Palo Alto Cortex XDR
 
-#### Get Credentials of Palo Alto Cortex XDR
-
-#### Steps to create API key
-
-1. Sign into your **Palo Alto Cortex XDR** instance.
+1. Log into your **Palo Alto Cortex XDR account**.
 2. Navigate to **Settings** > **Configurations** > **Integrations** > **API Keys**.
 3. Click on **New Key**.
 4. Choose the type of API key based on your desired security level, **Advanced** or **Standard**.
@@ -28,36 +23,34 @@ Before ingesting the data, it normalizes and enriches the logs, ensuring a consi
 6. Provide a comment that describes the purpose for the API key, if desired.
 7. Select the desired level of access for this key from existing **Roles**, or you can select **Custom** to set the permissions granularly.
 8. Click **Generate** to generate the API key.
-9. Copy the API key, and then click **Done**. This value represents your unique **Authorization:{key}**
 
-#### Steps to get Cortex XDR API Key ID
+### Get API key ID of Palo Alto Cortex XDR
 
 1. In the API Keys table, locate the ID field.
 2. Note your corresponding ID number. This value represents the **x-xdr-auth-id:{key_id}** token.
 
-#### Steps to get FQDN
+### Get FQDN of Palo Alto Cortex XDR
 
 1. Right-click your API key and select **View Examples**.
 2. Copy the **CURL Example** URL. The example contains your unique **FQDN**.
 
-#### Palo Alto Cortex XDR DataDog Integration Configuration
+### Connect your Palo Alto Cortex XDR account to Datadog
 
-Configure the Datadog endpoint to forward Palo Alto Cortex XDR logs to Datadog.
+1. Add your Palo Alto Cortex XDR credentials.
 
-1. Navigate to `Palo Alto Cortex XDR`.
-2. Add your Palo Alto Cortex XDR credentials.
+    | Parameters   | Description  |
+    | -------------| ------------ |
+    | API key      | The API key from Palo Alto Cortex XDR. |
+    | API Key ID   | The auth ID from Palo Alto Cortex XDR. |
+    | FQDN         | The FQDN from Palo Alto Cortex XDR. It is the `baseUrl` part of `baseUrl/public_api/v1/{name of api}/{name of call}/` |
 
-| Palo Alto Cortex XDR Parameters | Description  |
-| ------------------------------- | ------------ |
-| API key                         | The API key from Palo Alto Cortex XDR. |
-| API Key ID                      | The auth id from Palo Alto Cortex XDR. |
-| FQDN                            | The FQDN from Palo Alto Cortex XDR. It is the `baseUrl` part of `baseUrl/public_api/v1/{name of api}/{name of call}/` |
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
 ### Logs
 
-The Palo Alto Cortex XDR integration collects and forwards Palo Alto Cortex XDR Incident and alert logs to Datadog.
+The Palo Alto Cortex XDR integration collects and forwards Palo Alto Cortex XDR incident and alert logs to Datadog.
 
 ### Metrics
 
@@ -69,7 +62,7 @@ The Palo Alto Cortex XDR integration does not include any events.
 
 ## Support
 
-For further assistance, contact [Datadog Support][2].
+Need help? Contact [Datadog Support][2].
 
 [1]: https://docs-cortex.paloaltonetworks.com/p/XDR
 [2]: https://docs.datadoghq.com/help/
diff --git a/pan_firewall/CHANGELOG.md b/pan_firewall/CHANGELOG.md
index e77473fde7c3e..b51fc38f17992 100644
--- a/pan_firewall/CHANGELOG.md
+++ b/pan_firewall/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/pan_firewall/changelog.d/18207.added b/pan_firewall/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/pan_firewall/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/pan_firewall/changelog.d/18580.removed b/pan_firewall/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/pan_firewall/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/pan_firewall/datadog_checks/pan_firewall/__about__.py b/pan_firewall/datadog_checks/pan_firewall/__about__.py
index 9c6b2fb79e5ac..32b388c31505f 100644
--- a/pan_firewall/datadog_checks/pan_firewall/__about__.py
+++ b/pan_firewall/datadog_checks/pan_firewall/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/pdh_check/CHANGELOG.md b/pdh_check/CHANGELOG.md
index 153077c6e45c1..57aa3798bb182 100644
--- a/pdh_check/CHANGELOG.md
+++ b/pdh_check/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/pdh_check/changelog.d/18207.added b/pdh_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/pdh_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/pdh_check/changelog.d/18580.removed b/pdh_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/pdh_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/pdh_check/changelog.d/18617.fixed b/pdh_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/pdh_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/pdh_check/datadog_checks/pdh_check/__about__.py b/pdh_check/datadog_checks/pdh_check/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/pdh_check/datadog_checks/pdh_check/__about__.py
+++ b/pdh_check/datadog_checks/pdh_check/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/pgbouncer/CHANGELOG.md b/pgbouncer/CHANGELOG.md
index 761cba029a047..45e0357593394 100644
--- a/pgbouncer/CHANGELOG.md
+++ b/pgbouncer/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 7.0.0 / 2024-10-01
+## 8.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 7.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 6.2.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/pgbouncer/changelog.d/18207.added b/pgbouncer/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/pgbouncer/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/pgbouncer/changelog.d/18580.removed b/pgbouncer/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/pgbouncer/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/pgbouncer/changelog.d/18617.fixed b/pgbouncer/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/pgbouncer/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/pgbouncer/datadog_checks/pgbouncer/__about__.py b/pgbouncer/datadog_checks/pgbouncer/__about__.py
index fa5134955f61c..e018768736fa8 100644
--- a/pgbouncer/datadog_checks/pgbouncer/__about__.py
+++ b/pgbouncer/datadog_checks/pgbouncer/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "7.0.0"
+__version__ = "8.0.0"
diff --git a/php_fpm/CHANGELOG.md b/php_fpm/CHANGELOG.md
index 104c51762e147..dfe360c68b5f6 100644
--- a/php_fpm/CHANGELOG.md
+++ b/php_fpm/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/php_fpm/changelog.d/18207.added b/php_fpm/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/php_fpm/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/php_fpm/changelog.d/18580.removed b/php_fpm/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/php_fpm/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/php_fpm/changelog.d/18617.fixed b/php_fpm/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/php_fpm/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/php_fpm/datadog_checks/php_fpm/__about__.py b/php_fpm/datadog_checks/php_fpm/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/php_fpm/datadog_checks/php_fpm/__about__.py
+++ b/php_fpm/datadog_checks/php_fpm/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/ping_federate/CHANGELOG.md b/ping_federate/CHANGELOG.md
index 7a04adfd22b1b..1a1b18c0a7aa0 100644
--- a/ping_federate/CHANGELOG.md
+++ b/ping_federate/CHANGELOG.md
@@ -2,12 +2,16 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/ping_one/README.md b/ping_one/README.md
index b12e39317a5d4..544eefd7c6da7 100644
--- a/ping_one/README.md
+++ b/ping_one/README.md
@@ -1,18 +1,20 @@
-# PingOne Integration
+# PingOne
 
 ## Overview
 
 [PingOne][1] is an identity-as-a-service (IDaaS) offering by Ping Identity. It's a cloud-based identity platform that provides a range of services related to identity and access management (IAM), including single sign-on (SSO), multi-factor authentication (MFA), user management, and more.
 
-The PingOne integration collects Audit logs and sends them to Datadog. Using the out-of-the-box logs pipeline, the logs are parsed and enriched for easy searching and analysis. This integration includes several dashboards visualizing total Audit events, total successful and total failed login attempts, total successful and total failed kerberos login attempts, and more.
+This integration ingests the following logs:
 
-## Setup
+- Audit: Represents all actions performed in the PingOne admin console and PingDirectory. They can be used to document a historical record of activity for compliance purposes and other business policy enforcement.
+
+The PingOne integration seamlessly collects the data of PingOne audit logs using the REST APIs. Using the out-of-the-box logs pipeline, the logs are parsed and enriched for easy searching and analysis. This integration includes several dashboards visualizing total Audit events, total successful and total failed login attempts, total successful and total failed kerberos login attempts, and more.
 
-### Configuration
+## Setup
 
-#### PingOne Configuration
+### Generate API credentials in PingOne
 
-1. Login to [PingOne][2] with your credentials.
+1. Log into your [PingOne account][2].
 2. From the navigation sidebar, expand the **Applications** section and select **Applications**.
 3. Click **+** (plus) to begin creating a new application.
 4. Enter an **Application Name**.
@@ -21,28 +23,26 @@ The PingOne integration collects Audit logs and sends them to Datadog. Using the
 7. Select the **Roles** tab of the application flyout.
 8. Click the **Grant Roles** button.
 9. Under **Available responsibilities**, in the **Environment Admin section**, select the environments to grant access to, then click **Save**.
-10. Select the **Configuration** tab of the application flyout.
-11. From the General section, copy the **Client ID**, **Client Secret** and **Environment ID**.
+10. Select the **Configuration** tab of the application flyout to get **Client ID**, **Client Secret** and **Environment ID**.
 
-#### PingOne Datadog Integration Configuration
+### Connect your PingOne account to Datadog
 
-Configure the Datadog endpoint to forward PingOne events as logs to Datadog:
+1. Add your PingOne credentials.
 
-1. Navigate to `PingOne`.
-2. Add your PingOne credentials.
+    | PingOne Parameters | Description                                                                |
+    | ----------------------------- | ----------------------------------------------------------------|
+    | Domain                        | The top level domain from PingOne.                              |
+    | Environment ID                | The environment ID from PingOne.                                |
+    | Client ID                     | The client ID from PingOne.                                     |
+    | Client Secret                 | The client secret from PingOne.                                 |
 
-| PingOne Parameters | Description                                                                |
-| ----------------------------- | -------------------------------------------------------------------------- |
-| Domain                          | The Top level domain from PingOne.                                        |
-| Environment Id                  | The Environment Id from PingOne.                                        |
-| Client Id                       | The Client Id from PingOne.                                           |
-| Client Secret                   | The Client Secret from PingOne.                                        |
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
 ### Logs
 
-This integration collects and forwards PingOne logs to Datadog.
+This integration collects and forwards PingOne audit logs to Datadog.
 
 ### Metrics
 
diff --git a/plaid/CHANGELOG.md b/plaid/CHANGELOG.md
new file mode 100644
index 0000000000000..76f7b7ed1d71e
--- /dev/null
+++ b/plaid/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Plaid
+
+## 1.0.0 / 2024-10-25
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/plaid/README.md b/plaid/README.md
new file mode 100644
index 0000000000000..4f508b4d0af23
--- /dev/null
+++ b/plaid/README.md
@@ -0,0 +1,46 @@
+# Agent Check: Plaid
+
+[Plaid](https://plaid.com/) specializes in financial technology by offering APIs that allow developers to integrate banking services into their applications. By connecting users' bank accounts to apps, Plaid enables features like account verification, transaction history retrieval, and balance checks. This functionality is crucial for various applications, including budgeting tools, personal finance management, and payment processing.
+
+## Overview
+
+Here are some insights that can be drawn from your Plaid dashboard:
+
+- **Descriptive Trends**: Assess common descriptions for categorization.
+- **Failure Patterns**: Investigate failure reasons to improve reliability.
+- **Network Performance**: Evaluate network effectiveness and transaction success rates.
+- **Status Monitoring**: Track overall transaction statuses for operational efficiency.
+- **Sweep Trends**: Analyze sweep statuses to understand fund movement dynamics.
+- **Type Classification**: Categorize transactions by type for deeper financial insights.
+- **Currency Insights**: Examine iso_currency_code for multi-currency transaction patterns.
+
+## Setup
+
+1. Log in to [Plaid](https://dashboard.plaid.com/signin/).
+2. Client ID and Secret can be obtained through this [link](https://dashboard.plaid.com/developers/keys).
+
+### Configuration
+
+Configure the Datadog endpoint to forward Plaid logs to Datadog.
+1. Navigate to Plaid.
+2. Add your Plaid credentials.
+
+| Plaid Parameters | Description |
+|----------|----------|
+| Client ID | Client of the Plaid account. |
+| Secret | Secret of the Plaid account |
+
+
+## Data Collected
+
+The crawler will implement data collection of Plaid logs for the List of Transfer events, remove sensitive data and send it to Datadog. 
+
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][3].
+
+[1]: **LINK_TO_INTEGRATION_SITE**
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/help/
+
diff --git a/plaid/assets/service_checks.json b/plaid/assets/service_checks.json
new file mode 100644
index 0000000000000..0637a088a01e8
--- /dev/null
+++ b/plaid/assets/service_checks.json
@@ -0,0 +1 @@
+[]
\ No newline at end of file
diff --git a/plaid/manifest.json b/plaid/manifest.json
new file mode 100644
index 0000000000000..695580a4b390a
--- /dev/null
+++ b/plaid/manifest.json
@@ -0,0 +1,47 @@
+{
+    "manifest_version": "2.0.0",
+    "app_uuid": "104e8e43-bf5b-44f1-8ef3-76ad53a39c05",
+    "app_id": "plaid",
+    "display_on_public_website": false,
+    "tile": {
+      "overview": "README.md#Overview",
+      "configuration": "README.md#Setup",
+      "support": "README.md#Support",
+      "changelog": "CHANGELOG.md",
+      "description": "Gain insights into Plaid logs.",
+      "title": "Plaid",
+      "media": [],
+      "classifier_tags": [
+        "Category::Log Collection",
+        "Offering::Integration",
+        "Submitted Data Type::Logs"
+      ]
+    },
+    "assets": {
+      "integration": {
+          "auto_install": true,
+          "source_type_id": 30173459,
+          "source_type_name": "plaid",
+          "events": {
+              "creates_events": false
+          },
+          "metrics": {
+          "prefix": "plaid.",
+          "check": "",
+          "metadata_path": "metadata.csv"
+        },
+          "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    }
+  },
+    "author": {
+      "support_email": "help@datadoghq.com",
+      "name": "Datadog",
+      "homepage": "https://www.datadoghq.com",
+      "sales_email": "info@datadoghq.com"
+    }
+}
+
+  
+  
\ No newline at end of file
diff --git a/plaid/metadata.csv b/plaid/metadata.csv
new file mode 100644
index 0000000000000..02cde5e98381e
--- /dev/null
+++ b/plaid/metadata.csv
@@ -0,0 +1 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
diff --git a/postfix/CHANGELOG.md b/postfix/CHANGELOG.md
index fe8ff8c87829a..3419fe148522e 100644
--- a/postfix/CHANGELOG.md
+++ b/postfix/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.14.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/postfix/changelog.d/18207.added b/postfix/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/postfix/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/postfix/changelog.d/18580.removed b/postfix/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/postfix/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/postfix/changelog.d/18617.fixed b/postfix/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/postfix/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/postfix/datadog_checks/postfix/__about__.py b/postfix/datadog_checks/postfix/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/postfix/datadog_checks/postfix/__about__.py
+++ b/postfix/datadog_checks/postfix/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/postgres/CHANGELOG.md b/postgres/CHANGELOG.md
index 49ffd073386c3..2d813a04e204c 100644
--- a/postgres/CHANGELOG.md
+++ b/postgres/CHANGELOG.md
@@ -2,12 +2,85 @@
 
 <!-- towncrier release notes start -->
 
-## 21.0.0 / 2024-10-01
+## 22.4.0 / 2024-12-26
+
+***Added***:
+
+* Add postgresql.relation.xmin metric ([#19218](https://github.com/DataDog/integrations-core/pull/19218))
+
+***Fixed***:
+
+* Fix check for Postgres collect query activity to avoid bugs with in-flight duration and missing blocking pids ([#19271](https://github.com/DataDog/integrations-core/pull/19271))
+
+## 22.3.0 / 2024-11-28
+
+***Added***:
+
+* Submit database_hostname with database instance and metrics for MySQL, Postgres, and SQLServer ([#18969](https://github.com/DataDog/integrations-core/pull/18969))
+* Track logical replication slot catalog_xmin age ([#19083](https://github.com/DataDog/integrations-core/pull/19083))
+
+***Fixed***:
+
+* Add alloydbadmin & alloydbmetadata to default list of databases to exclude from autodiscovery and databases to ignore to prevent failures on GCP AlloyDB for PostgreSQL. ([#19061](https://github.com/DataDog/integrations-core/pull/19061))
+
+## 22.2.0 / 2024-11-06 / Agent 7.60.0
+
+***Added***:
+
+* Include port as part of database instance metadata for MySQL and Postgres ([#18966](https://github.com/DataDog/integrations-core/pull/18966))
+
+## 22.1.0 / 2024-10-31
+
+***Added***:
+
+* Add `service` configured in integration init_config or instance config to the DBM events payload. The configured `service` will be converted to tag `service:<SERVICE>` and applied to query metrics, query samples and explain plans. ([#18846](https://github.com/DataDog/integrations-core/pull/18846))
+
+***Fixed***:
+
+* Use specific databases for template on postgres ignore ([#18807](https://github.com/DataDog/integrations-core/pull/18807))
+* Fix unicode decode error from Azure PostgreSQL Flexible Server ([#18938](https://github.com/DataDog/integrations-core/pull/18938))
+
+## 22.0.3 / 2024-10-23 / Agent 7.59.0
+
+***Fixed***:
+
+* Fix `UnboundLocalError` in postgres schema collection, ensuring proper reset of `_is_schemas_collection_in_progress` to allow consecutive collections. ([#18870](https://github.com/DataDog/integrations-core/pull/18870))
+
+## 22.0.2 / 2024-10-18
+
+***Fixed***:
+
+* Revert "Parse each row of pg_stat_activity separately inside a try/catch (#18762)" ([#18866](https://github.com/DataDog/integrations-core/pull/18866))
+
+## 22.0.1 / 2024-10-14
+
+***Fixed***:
+
+* Wrap schema collection attempt in try/except block to catch collection exceptions ([#18788](https://github.com/DataDog/integrations-core/pull/18788))
+
+## 22.0.0 / 2024-10-04
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Add `keep_json_path` to `obfuscator_options` to allow users to control whether JSON paths following JSON operators in SQL statements should be obfuscated. By default, these paths are treated as literals and are obfuscated to `?`. ([#18726](https://github.com/DataDog/integrations-core/pull/18726))
+* Add additional debug logging to help with schema collection investigations ([#18754](https://github.com/DataDog/integrations-core/pull/18754))
+* Add Postgres cross-org telemetry metrics. ([#18758](https://github.com/DataDog/integrations-core/pull/18758))
+
+***Fixed***:
+
+* Parse each row of `pg_stat_activity` separately inside a `try`/`catch` to avoid crashing on bad UTF8 data. ([#18762](https://github.com/DataDog/integrations-core/pull/18762))
+
+## 21.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 20.0.0 / 2024-09-05
 
 ***Changed***:
@@ -36,7 +109,7 @@
 * Allow filtering of schema collection in Postgres using regexes to include or exclude objects ([#18145](https://github.com/DataDog/integrations-core/pull/18145))
 * Collect blk read/write time from pg_stat_database ([#18169](https://github.com/DataDog/integrations-core/pull/18169))
 * Use QueryManager to collect `custom_queries` and `global_custom_queries`. `custom_queries` now supports configurable `collection_interval`. ([#18183](https://github.com/DataDog/integrations-core/pull/18183))
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 * Add new config option `role_arn` to AWS managed authentication to support cross account IAM auth. ([#18228](https://github.com/DataDog/integrations-core/pull/18228))
 
 ***Fixed***:
diff --git a/postgres/assets/configuration/spec.yaml b/postgres/assets/configuration/spec.yaml
index da9d986499e43..016064d782779 100644
--- a/postgres/assets/configuration/spec.yaml
+++ b/postgres/assets/configuration/spec.yaml
@@ -71,15 +71,21 @@ files:
         items:
           type: string
         example:
-          - 'template%'
+          - 'template0'
+          - 'template1'
           - rdsadmin
           - azure_maintenance
           - cloudsqladmin
+          - alloydbadmin
+          - alloydbmetadata
         default:
-          - 'template%'
+          - 'template0'
+          - 'template1'
           - rdsadmin
           - azure_maintenance
           - cloudsqladmin
+          - alloydbadmin
+          - alloydbmetadata
     - name: ssl
       description: |
         This option determines whether or not and with what priority a secure SSL TCP/IP connection
@@ -184,7 +190,7 @@ files:
         * p = partitioned table
 
         Note: For compatibility reasons you can also use the following syntax to track relations metrics by specifying
-        the list of table names. All schemas are included and regex are not supported.
+        the list of table names. All schemas are included.
         relations:
       value:
         type: array
@@ -882,6 +888,8 @@ files:
           description: |
             Set to `false` to disable the collection of comments in your SQL statements.
             Requires `collect_metadata: true`.
+            Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+            See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
           value:
             type: boolean
             example: true
diff --git a/postgres/changelog.d/18207.added b/postgres/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/postgres/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/postgres/changelog.d/18580.removed b/postgres/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/postgres/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/postgres/changelog.d/18726.added b/postgres/changelog.d/18726.added
deleted file mode 100644
index b6638865f2c9f..0000000000000
--- a/postgres/changelog.d/18726.added
+++ /dev/null
@@ -1 +0,0 @@
-Add `keep_json_path` to obfuscator_options to allow users to control whether JSON paths following JSON operators in SQL statements should be obfuscated. By default, these paths are treated as literals and are obfuscated to ?.
diff --git a/postgres/changelog.d/18754.added b/postgres/changelog.d/18754.added
deleted file mode 100644
index 30a7029f7f2ae..0000000000000
--- a/postgres/changelog.d/18754.added
+++ /dev/null
@@ -1 +0,0 @@
-Adds additional debug logging to help with schema collection investigations
diff --git a/postgres/changelog.d/18758.added b/postgres/changelog.d/18758.added
deleted file mode 100644
index 426f18362cb36..0000000000000
--- a/postgres/changelog.d/18758.added
+++ /dev/null
@@ -1 +0,0 @@
-Added Postgres cross-org telemetry metrics.
diff --git a/postgres/changelog.d/18762.fixed b/postgres/changelog.d/18762.fixed
deleted file mode 100644
index 010efda46ccaf..0000000000000
--- a/postgres/changelog.d/18762.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Parse each row of pg_stat_activity separately inside a try/catch to avoid crashing on bad UTF8 data.
diff --git a/postgres/changelog.d/19351.fixed b/postgres/changelog.d/19351.fixed
new file mode 100644
index 0000000000000..49ec4d55364ba
--- /dev/null
+++ b/postgres/changelog.d/19351.fixed
@@ -0,0 +1 @@
+Resolved an issue in `QUERY_PG_CLASS` where multiple locks on the same table in `PG_LOCKS` caused duplicate rows, leading to inaccurate rate metric like `postgresql.rows_inserted`, `postgresql.rows_updated`, or `postgresql.rows_deleted`.
diff --git a/postgres/datadog_checks/postgres/__about__.py b/postgres/datadog_checks/postgres/__about__.py
index 3e3a2aea9c149..cdff175ef224f 100644
--- a/postgres/datadog_checks/postgres/__about__.py
+++ b/postgres/datadog_checks/postgres/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "21.0.0"
+__version__ = "22.4.0"
diff --git a/postgres/datadog_checks/postgres/config.py b/postgres/datadog_checks/postgres/config.py
index effc8ecce3b2a..f2fecdedcad5c 100644
--- a/postgres/datadog_checks/postgres/config.py
+++ b/postgres/datadog_checks/postgres/config.py
@@ -12,10 +12,13 @@
 TABLE_COUNT_LIMIT = 200
 
 DEFAULT_IGNORE_DATABASES = [
-    'template%',
+    'template0',
+    'template1',
     'rdsadmin',
     'azure_maintenance',
     'cloudsqladmin',
+    'alloydbadmin',
+    'alloydbmetadata',
     'postgres',
 ]
 
@@ -166,6 +169,7 @@ def __init__(self, instance, init_config, check):
             self.statement_metrics_config.get('incremental_query_metrics', False)
         )
         self.baseline_metrics_expiry = self.statement_metrics_config.get('baseline_metrics_expiry', 300)
+        self.service = instance.get('service') or init_config.get('service') or ''
 
     def _build_tags(self, custom_tags, propagate_agent_tags):
         # Clean up tags in case there was a None entry in the instance
diff --git a/postgres/datadog_checks/postgres/config_models/defaults.py b/postgres/datadog_checks/postgres/config_models/defaults.py
index 5cd0ddd27500d..0b5ef1a63ec07 100644
--- a/postgres/datadog_checks/postgres/config_models/defaults.py
+++ b/postgres/datadog_checks/postgres/config_models/defaults.py
@@ -89,7 +89,15 @@ def instance_idle_connection_timeout():
 
 
 def instance_ignore_databases():
-    return ['template%', 'rdsadmin', 'azure_maintenance', 'cloudsqladmin']
+    return [
+        'template0',
+        'template1',
+        'rdsadmin',
+        'azure_maintenance',
+        'cloudsqladmin',
+        'alloydbadmin',
+        'alloydbmetadata',
+    ]
 
 
 def instance_log_unobfuscated_plans():
diff --git a/postgres/datadog_checks/postgres/data/conf.yaml.example b/postgres/datadog_checks/postgres/data/conf.yaml.example
index dd8462f836bd1..d9d3c396afa0e 100644
--- a/postgres/datadog_checks/postgres/data/conf.yaml.example
+++ b/postgres/datadog_checks/postgres/data/conf.yaml.example
@@ -78,10 +78,13 @@ instances:
     ## For more information on how patterns work, see https://www.postgresql.org/docs/12/functions-matching.html
     #
     # ignore_databases:
-    #   - template%
+    #   - template0
+    #   - template1
     #   - rdsadmin
     #   - azure_maintenance
     #   - cloudsqladmin
+    #   - alloydbadmin
+    #   - alloydbmetadata
 
     ## @param ssl - string - optional - default: allow
     ## This option determines whether or not and with what priority a secure SSL TCP/IP connection
@@ -162,7 +165,7 @@ instances:
     ## * p = partitioned table
     ##
     ## Note: For compatibility reasons you can also use the following syntax to track relations metrics by specifying
-    ## the list of table names. All schemas are included and regex are not supported.
+    ## the list of table names. All schemas are included.
     ## relations:
     #
     # relations:
@@ -775,6 +778,8 @@ instances:
         ## @param collect_comments - boolean - optional - default: true
         ## Set to `false` to disable the collection of comments in your SQL statements.
         ## Requires `collect_metadata: true`.
+        ## Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+        ## See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
         #
         # collect_comments: true
 
diff --git a/postgres/datadog_checks/postgres/discovery.py b/postgres/datadog_checks/postgres/discovery.py
index 869e29dcd5d6b..3ec4b9fab86fa 100644
--- a/postgres/datadog_checks/postgres/discovery.py
+++ b/postgres/datadog_checks/postgres/discovery.py
@@ -10,7 +10,7 @@
 from datadog_checks.postgres.util import DatabaseConfigurationError, warning_with_tags
 
 AUTODISCOVERY_QUERY: str = """select datname from pg_catalog.pg_database where datistemplate = false;"""
-DEFAULT_EXCLUDES = ["cloudsqladmin", "rdsadmin"]
+DEFAULT_EXCLUDES = ["cloudsqladmin", "rdsadmin", "alloydbadmin", "alloydbmetadata"]
 DEFAULT_MAX_DATABASES = 100
 DEFAULT_REFRESH = 600
 
diff --git a/postgres/datadog_checks/postgres/metadata.py b/postgres/datadog_checks/postgres/metadata.py
index 8c859f8d4b01d..09fd16752b992 100644
--- a/postgres/datadog_checks/postgres/metadata.py
+++ b/postgres/datadog_checks/postgres/metadata.py
@@ -275,15 +275,28 @@ def report_postgres_metadata(self):
         }
         self._check.database_monitoring_metadata(json.dumps(event, default=default_json_event_encoding))
 
-        elapsed_s_schemas = time.time() - self._last_schemas_query_time
-        if (
-            self._collect_schemas_enabled
-            and not self._is_schemas_collection_in_progress
-            and elapsed_s_schemas >= self.schemas_collection_interval
-        ):
-            self._is_schemas_collection_in_progress = True
+        if not self._collect_schemas_enabled:
+            self._log.debug("Skipping schema collection because it is disabled")
+            return
+        if self._is_schemas_collection_in_progress:
+            self._log.debug("Skipping schema collection because it is in progress")
+            return
+        if time.time() - self._last_schemas_query_time < self.schemas_collection_interval:
+            self._log.debug("Skipping schema collection because it was recently collected")
+            return
+
+        self._collect_postgres_schemas()
+
+    @tracked_method(agent_check_getter=agent_check_getter)
+    def _collect_postgres_schemas(self):
+        self._is_schemas_collection_in_progress = True
+        status = "success"
+        start_time = time.time()
+        total_tables = 0
+        try:
             schema_metadata = self._collect_schema_info()
-            # We emit an event for each batch of tables to reduce total data in memory and keep event size reasonable
+            # We emit an event for each batch of tables to reduce total data in memory
+            # and keep event size reasonable
             base_event = {
                 "host": self._check.resolved_hostname,
                 "agent_version": datadog_agent.get_version(),
@@ -297,8 +310,6 @@ def report_postgres_metadata(self):
 
             # Tuned from experiments on staging, we may want to make this dynamic based on schema size in the future
             chunk_size = 50
-            total_tables = 0
-            start_time = time.time()
 
             for database in schema_metadata:
                 dbname = database["name"]
@@ -341,26 +352,29 @@ def report_postgres_metadata(self):
                             if len(tables_buffer) > 0:
                                 self._flush_schema(base_event, database, schema, tables_buffer)
                                 total_tables += len(tables_buffer)
+        except Exception as e:
+            self._log.error("Error collecting schema metadata: %s", e)
+            status = "error"
+        finally:
+            self._is_schemas_collection_in_progress = False
             elapsed_ms = (time.time() - start_time) * 1000
             self._check.histogram(
                 "dd.postgres.schema.time",
                 elapsed_ms,
-                tags=self._check.tags,
+                tags=self._check.tags + ["status:" + status],
                 hostname=self._check.resolved_hostname,
                 raw=True,
             )
             self._check.gauge(
                 "dd.postgres.schema.tables_count",
                 total_tables,
-                tags=self._check.tags,
+                tags=self._check.tags + ["status:" + status],
                 hostname=self._check.resolved_hostname,
                 raw=True,
             )
             datadog_agent.emit_agent_telemetry("postgres", "schema_tables_elapsed_ms", elapsed_ms, "gauge")
             datadog_agent.emit_agent_telemetry("postgres", "schema_tables_count", total_tables, "gauge")
 
-            self._is_schemas_collection_in_progress = False
-
     def _should_collect_metadata(self, name, metadata_type):
         for re_str in self._config.schemas_metadata_config.get(
             "exclude_{metadata_type}s".format(metadata_type=metadata_type), []
diff --git a/postgres/datadog_checks/postgres/postgres.py b/postgres/datadog_checks/postgres/postgres.py
index 65aeb4d86fcda..3f20801a9a399 100644
--- a/postgres/datadog_checks/postgres/postgres.py
+++ b/postgres/datadog_checks/postgres/postgres.py
@@ -97,6 +97,7 @@ def __init__(self, name, init_config, instances):
         super(PostgreSql, self).__init__(name, init_config, instances)
         self._resolved_hostname = None
         self._agent_hostname = None
+        self._database_hostname = None
         self._db = None
         self.version = None
         self.raw_version = None
@@ -168,6 +169,8 @@ def _build_autodiscovery(self):
         return discovery
 
     def set_resource_tags(self):
+        self.tags.append("database_hostname:{}".format(self.database_hostname))
+
         if self.cloud_metadata.get("gcp") is not None:
             self.tags.append(
                 "dd.internal.resource:gcp_sql_database_instance:{}:{}".format(
@@ -476,6 +479,13 @@ def agent_hostname(self):
             self._agent_hostname = datadog_agent.get_hostname()
         return self._agent_hostname
 
+    @property
+    def database_hostname(self):
+        # type: () -> str
+        if self._database_hostname is None:
+            self._database_hostname = self.resolve_db_host()
+        return self._database_hostname
+
     def resolve_db_host(self):
         return agent_host_resolver(self._config.host)
 
@@ -911,6 +921,8 @@ def _send_database_instance_metadata(self):
         if self.resolved_hostname not in self._database_instance_emitted:
             event = {
                 "host": self.resolved_hostname,
+                "port": self._config.port,
+                "database_hostname": self.database_hostname,
                 "agent_version": datadog_agent.get_version(),
                 "dbms": "postgres",
                 "kind": "database_instance",
diff --git a/postgres/datadog_checks/postgres/relationsmanager.py b/postgres/datadog_checks/postgres/relationsmanager.py
index b9dec77283709..bbf3c2d9e4095 100644
--- a/postgres/datadog_checks/postgres/relationsmanager.py
+++ b/postgres/datadog_checks/postgres/relationsmanager.py
@@ -128,9 +128,15 @@
     FROM pg_class C
     LEFT JOIN pg_namespace N ON (N.oid = C.relnamespace)
     LEFT JOIN pg_inherits I ON (I.inhrelid = C.oid)
-    LEFT JOIN pg_locks L ON C.oid = L.relation AND L.locktype = 'relation'
     WHERE NOT (nspname = ANY('{{pg_catalog,information_schema}}')) AND
-      (L.relation IS NULL OR L.mode <> 'AccessExclusiveLock' OR NOT L.granted) AND
+        NOT EXISTS (
+            SELECT 1
+            from pg_locks
+            WHERE locktype = 'relation'
+            AND mode = 'AccessExclusiveLock'
+            AND granted = true
+            AND relation = C.oid
+      ) AND
       relkind = 'r' AND
       {relations} {limits}) as s""",
     'columns': [
@@ -187,10 +193,10 @@
   pg_stat_get_vacuum_count(C.reltoastrelid),
   pg_stat_get_autovacuum_count(C.reltoastrelid),
   EXTRACT(EPOCH FROM age(CURRENT_TIMESTAMP, pg_stat_get_last_vacuum_time(C.reltoastrelid))),
-  EXTRACT(EPOCH FROM age(CURRENT_TIMESTAMP, pg_stat_get_last_autovacuum_time(C.reltoastrelid)))
+  EXTRACT(EPOCH FROM age(CURRENT_TIMESTAMP, pg_stat_get_last_autovacuum_time(C.reltoastrelid))),
+  C.xmin
 FROM pg_class C
 LEFT JOIN pg_namespace N ON (N.oid = C.relnamespace)
-LEFT JOIN pg_locks L ON C.oid = L.relation AND L.locktype = 'relation'
 LEFT JOIN pg_index idx_toast ON (idx_toast.indrelid = C.reltoastrelid)
 LEFT JOIN LATERAL (
     SELECT sum(pg_stat_get_numscans(indexrelid))::bigint AS idx_scan,
@@ -199,7 +205,14 @@
      WHERE pg_index.indrelid = C.oid) I ON true
 WHERE C.relkind = 'r'
     AND NOT (nspname = ANY('{{pg_catalog,information_schema}}'))
-    AND (L.relation IS NULL OR L.mode <> 'AccessExclusiveLock' OR NOT L.granted)
+    AND NOT EXISTS (
+        SELECT 1
+        from pg_locks
+        WHERE locktype = 'relation'
+        AND mode = 'AccessExclusiveLock'
+        AND granted = true
+        AND relation = C.oid
+    )
     AND {relations} {limits}
 """,
     'columns': [
@@ -234,6 +247,7 @@
         {'name': 'toast.autovacuumed', 'type': 'monotonic_count'},
         {'name': 'toast.last_vacuum_age', 'type': 'gauge'},
         {'name': 'toast.last_autovacuum_age', 'type': 'gauge'},
+        {'name': 'relation.xmin', 'type': 'gauge'},
     ],
 }
 
diff --git a/postgres/datadog_checks/postgres/statement_samples.py b/postgres/datadog_checks/postgres/statement_samples.py
index 3ec1f07fd64d0..7a9baf45fef55 100644
--- a/postgres/datadog_checks/postgres/statement_samples.py
+++ b/postgres/datadog_checks/postgres/statement_samples.py
@@ -41,6 +41,8 @@
 
 TRACK_ACTIVITY_QUERY_SIZE_UNKNOWN_VALUE = -1
 
+TRACK_ACTIVITY_QUERY_SIZE_SUGGESTED_VALUE = 4096
+
 SUPPORTED_EXPLAIN_STATEMENTS = frozenset({'select', 'table', 'delete', 'insert', 'replace', 'update', 'with'})
 
 # columns from pg_stat_activity which correspond to attributes common to all databases and are therefore stored in
@@ -81,6 +83,12 @@
     "backend_type",
 ]
 
+# PG_STAT_ACTIVITY_COLS_MAPPING applies additional data type casting to the columns
+PG_STAT_ACTIVITY_COLS_MAPPING = {
+    # use the bytea type to avoid unicode decode errors on Azure PostgreSQL
+    'backend_type': 'backend_type::bytea as backend_type',
+}
+
 PG_BLOCKING_PIDS_FUNC = ",pg_blocking_pids(pid) as blocking_pids"
 CURRENT_TIME_FUNC = "clock_timestamp() as now,"
 
@@ -240,10 +248,9 @@ def _get_active_connections(self):
         return [dict(row) for row in rows]
 
     @tracked_method(agent_check_getter=agent_check_getter, track_result_length=True)
-    def _get_new_pg_stat_activity(self, available_activity_columns):
+    def _get_new_pg_stat_activity(self, available_activity_columns, activity_columns_mapping, collect_activity):
         start_time = time.time()
         extra_filters, params = self._get_extra_filters_and_params(filter_stale_idle_conn=True)
-        report_activity = self._report_activity_event()
         cur_time_func = ""
         blocking_func = ""
         backend_type_predicate = ""
@@ -251,14 +258,14 @@ def _get_new_pg_stat_activity(self, available_activity_columns):
             backend_type_predicate = "backend_type != 'client backend' OR"
         # minimum version for pg_blocking_pids function is v9.6
         # only call pg_blocking_pids as often as we collect activity snapshots
-        if self._check.version >= V9_6 and report_activity:
+        if self._check.version >= V9_6 and collect_activity:
             blocking_func = PG_BLOCKING_PIDS_FUNC
-        if report_activity:
-            cur_time_func = CURRENT_TIME_FUNC
+        cur_time_func = CURRENT_TIME_FUNC
+        activity_columns = [activity_columns_mapping.get(col, col) for col in available_activity_columns]
         query = PG_STAT_ACTIVITY_QUERY.format(
             backend_type_predicate=backend_type_predicate,
             current_time_func=cur_time_func,
-            pg_stat_activity_cols=', '.join(available_activity_columns),
+            pg_stat_activity_cols=', '.join(activity_columns),
             pg_blocking_func=blocking_func,
             pg_stat_activity_view=self._config.pg_stat_activity_view,
             extra_filters=extra_filters,
@@ -268,17 +275,7 @@ def _get_new_pg_stat_activity(self, available_activity_columns):
             with conn.cursor(cursor_factory=CommenterDictCursor) as cursor:
                 self._log.debug("Running query [%s] %s", query, params)
                 cursor.execute(query, params)
-                rows = []
-                while True:
-                    try:
-                        row = cursor.fetchone()
-                        if row is None:
-                            break
-                        rows.append(row)
-                    except UnicodeDecodeError:
-                        self._log.debug("Invalid unicode in row from pg_stat_activity")
-                    except:
-                        self._log.warning("Unknown error fetching row from pg_stat_activity")
+                rows = cursor.fetchall()
 
         self._report_check_hist_metrics(start_time, len(rows), "get_new_pg_stat_activity")
         self._log.debug("Loaded %s rows from %s", len(rows), self._config.pg_stat_activity_view)
@@ -342,6 +339,11 @@ def _filter_and_normalize_statement_rows(self, rows):
         normalized_rows = []
         for row in rows:
             total_count += 1
+            if row.get('backend_type') is not None:
+                try:
+                    row['backend_type'] = row['backend_type'].tobytes().decode('utf-8')
+                except UnicodeDecodeError:
+                    row['backend_type'] = 'unknown'
             if (not row['datname'] or not row['query']) and row.get(
                 'backend_type', 'client backend'
             ) == 'client backend':
@@ -469,7 +471,8 @@ def _collect_statement_samples(self):
                 raw=True,
             )
             return
-        rows = self._get_new_pg_stat_activity(pg_activity_cols)
+        collect_activity = self._report_activity_event()
+        rows = self._get_new_pg_stat_activity(pg_activity_cols, PG_STAT_ACTIVITY_COLS_MAPPING, collect_activity)
         rows = self._filter_and_normalize_statement_rows(rows)
         submitted_count = 0
         if self._explain_plan_coll_enabled:
@@ -478,7 +481,7 @@ def _collect_statement_samples(self):
                 self._check.database_monitoring_query_sample(json.dumps(e, default=default_json_event_encoding))
                 submitted_count += 1
 
-        if self._report_activity_event():
+        if collect_activity:
             active_connections = self._get_active_connections()
             activity_event = self._create_activity_event(rows, active_connections)
             self._check.database_monitoring_query_activity(
@@ -546,8 +549,7 @@ def _collect_statement_samples(self):
             "gauge",
         )
 
-    @staticmethod
-    def _to_active_session(row, track_activity_query_size):
+    def _to_active_session(self, row, track_activity_query_size):
         if (row.get('backend_type', 'client backend') != 'client backend') or (
             row['state'] is not None and row['state'] != 'idle'
         ):
@@ -555,8 +557,8 @@ def _to_active_session(row, track_activity_query_size):
             # Create an active_row, for each session by
             # 1. Removing all null key/value pairs and the original query
             # 2. if row['statement'] is none, replace with ERROR: failed to obfuscate so we can still collect activity
-            active_row['query_truncated'] = PostgresStatementSamples._get_truncation_state(
-                track_activity_query_size, row['query']
+            active_row['query_truncated'] = self._get_truncation_state(
+                track_activity_query_size, row['query'], row['query_signature']
             ).value
             if row['statement'] is None:
                 active_row['statement'] = "ERROR: failed to obfuscate"
@@ -688,7 +690,10 @@ def _run_explain_safe(self, dbname, statement, obfuscated_statement, query_signa
 
         track_activity_query_size = self._get_track_activity_query_size()
 
-        if self._get_truncation_state(track_activity_query_size, statement) == StatementTruncationState.truncated:
+        if (
+            self._get_truncation_state(track_activity_query_size, statement, query_signature)
+            == StatementTruncationState.truncated
+        ):
             return (
                 None,
                 DBExplainError.query_truncated,
@@ -798,6 +803,7 @@ def _collect_plan_for_statement(self, row):
                 "ddtags": ",".join(self._dbtags(row['datname'])),
                 "timestamp": time.time() * 1000,
                 "cloud_metadata": self._config.cloud_metadata,
+                'service': self._config.service,
                 "network": {
                     "client": {
                         "ip": str(row.get('client_addr', None)),
@@ -823,7 +829,7 @@ def _collect_plan_for_statement(self, row):
                         "comments": row['dd_comments'],
                     },
                     "query_truncated": self._get_truncation_state(
-                        self._get_track_activity_query_size(), row['query']
+                        self._get_track_activity_query_size(), row['query'], row['query_signature']
                     ).value,
                 },
                 'postgres': {k: v for k, v in row.items() if k not in pg_stat_activity_sample_exclude_keys},
@@ -882,6 +888,7 @@ def _create_activity_event(self, rows, active_connections):
             "ddtags": self._tags_no_db,
             "timestamp": time.time() * 1000,
             "cloud_metadata": self._config.cloud_metadata,
+            'service': self._config.service,
             "postgres_activity": active_sessions,
             "postgres_connections": active_connections,
         }
@@ -911,8 +918,7 @@ def _report_activity_event(self):
     def _get_track_activity_query_size(self):
         return int(self._check.pg_settings.get("track_activity_query_size", TRACK_ACTIVITY_QUERY_SIZE_UNKNOWN_VALUE))
 
-    @staticmethod
-    def _get_truncation_state(track_activity_query_size, statement):
+    def _get_truncation_state(self, track_activity_query_size, statement, query_signature):
         # Only check is a statement is truncated if the value of track_activity_query_size was loaded correctly
         # to avoid confusingly reporting a wrong indicator by using a default that might be wrong for the database
         if track_activity_query_size == TRACK_ACTIVITY_QUERY_SIZE_UNKNOWN_VALUE:
@@ -926,4 +932,23 @@ def _get_truncation_state(track_activity_query_size, statement):
         # would falsely report it as a truncated statement
         statement_bytes = bytes(statement, "utf-8")
         truncated = len(statement_bytes) >= track_activity_query_size - (MAX_CHARACTER_SIZE_IN_BYTES + 1)
-        return StatementTruncationState.truncated if truncated else StatementTruncationState.not_truncated
+        if truncated:
+            if track_activity_query_size < TRACK_ACTIVITY_QUERY_SIZE_SUGGESTED_VALUE:
+                self._log.warning(
+                    "Statement with query_signature=%s was truncated. Query size: %d, track_activity_query_size: %d "
+                    "See https://docs.datadoghq.com/database_monitoring/setup_postgres/troubleshooting%s "
+                    "for more details on how to increase the track_activity_query_size setting.",
+                    query_signature,
+                    len(statement_bytes),
+                    track_activity_query_size,
+                    "#query-samples-are-truncated",
+                )
+            else:
+                self._log.debug(
+                    "Statement with query_signature=%s was truncated. Query size: %d, track_activity_query_size: %d",
+                    query_signature,
+                    len(statement_bytes),
+                    track_activity_query_size,
+                )
+            return StatementTruncationState.truncated
+        return StatementTruncationState.not_truncated
diff --git a/postgres/datadog_checks/postgres/statements.py b/postgres/datadog_checks/postgres/statements.py
index 4f4ab80118859..5ff06b200a550 100644
--- a/postgres/datadog_checks/postgres/statements.py
+++ b/postgres/datadog_checks/postgres/statements.py
@@ -271,7 +271,8 @@ def collect_per_statement_metrics(self):
                 'postgres_rows': rows,
                 'postgres_version': payload_pg_version(self._check.version),
                 'ddagentversion': datadog_agent.get_version(),
-                "ddagenthostname": self._check.agent_hostname,
+                'ddagenthostname': self._check.agent_hostname,
+                'service': self._config.service,
             }
             self._check.database_monitoring_query_metrics(json.dumps(payload, default=default_json_event_encoding))
         except Exception:
@@ -616,6 +617,7 @@ def _rows_to_fqt_events(self, rows):
                 "ddsource": "postgres",
                 "ddtags": ",".join(row_tags),
                 "dbm_type": "fqt",
+                'service': self._config.service,
                 "db": {
                     "instance": row['datname'],
                     "query_signature": row['query_signature'],
diff --git a/postgres/datadog_checks/postgres/util.py b/postgres/datadog_checks/postgres/util.py
index 2a216d3fbe189..8bf859963c6b1 100644
--- a/postgres/datadog_checks/postgres/util.py
+++ b/postgres/datadog_checks/postgres/util.py
@@ -383,6 +383,7 @@ def get_list_chunks(lst, n):
         CASE WHEN temporary THEN 'temporary' ELSE 'permanent' END,
         CASE WHEN active THEN 'active' ELSE 'inactive' END,
         CASE WHEN xmin IS NULL THEN NULL ELSE age(xmin) END,
+        CASE WHEN catalog_xmin IS NULL THEN NULL ELSE age(catalog_xmin) END,
         pg_wal_lsn_diff(
         CASE WHEN pg_is_in_recovery() THEN pg_last_wal_receive_lsn() ELSE pg_current_wal_lsn() END, restart_lsn),
         pg_wal_lsn_diff(
@@ -395,6 +396,7 @@ def get_list_chunks(lst, n):
         {'name': 'slot_persistence', 'type': 'tag'},
         {'name': 'slot_state', 'type': 'tag'},
         {'name': 'replication_slot.xmin_age', 'type': 'gauge'},
+        {'name': 'replication_slot.catalog_xmin_age', 'type': 'gauge'},
         {'name': 'replication_slot.restart_delay_bytes', 'type': 'gauge'},
         {'name': 'replication_slot.confirmed_flush_delay_bytes', 'type': 'gauge'},
     ],
diff --git a/postgres/metadata.csv b/postgres/metadata.csv
index da8bf54049e23..49183d67a61cc 100644
--- a/postgres/metadata.csv
+++ b/postgres/metadata.csv
@@ -116,6 +116,7 @@ postgresql.queries.time,count,,nanosecond,,"The total query execution time per q
 postgresql.relation.all_visible,gauge,,,,"Number of pages that are marked as all visible in the table's visibility map. This is only an estimation used by the planner and is updated by VACUUM or ANALYZE. This metric is tagged with db, schema, table, partition_of",0,postgres,relation all_visible,
 postgresql.relation.pages,gauge,,,,"Size of a table in pages (1 page == 8KB by default). This is only an estimation used by the planner and is updated by VACUUM or ANALYZE. This metric is tagged with db, schema, table, partition_of.",0,postgres,relation pages,
 postgresql.relation.tuples,gauge,,,,"Number of live rows in the table. This is only an estimation used by the planner and is updated by VACUUM or ANALYZE. If the table has never been vacuumed or analyze, -1 will be reported. This metric is tagged with db, schema, table, partition_of",0,postgres,relation tuples,
+postgresql.relation.xmin,gauge,,,,"Transaction ID of the latest relation's modification in pg_class. This metric is tagged with db, schema, table",0,postgres,relation xmin,
 postgresql.relation_size,gauge,,byte,,"The disk space used by the specified table. TOAST data, indexes, free space map and visibility map are not included. This metric is tagged with db, schema, table.",0,postgres,relation size,
 postgresql.replication.backend_xmin_age,gauge,,,,The age of the standby server's xmin horizon (relative to latest stable xid) reported by hot_standby_feedback.,-1,postgres,repl backend xmin,
 postgresql.replication.wal_flush_lag,gauge,,second,,Time elapsed between flushing recent WAL locally and receiving notification that this standby server has written and flushed it (but not yet applied it). This can be used to gauge the delay that synchronous_commit level on incurred while committing if this server was configured as a synchronous standby. Only available with postgresql 10 and newer.,-1,postgres,repl flush lag,
@@ -123,6 +124,7 @@ postgresql.replication.wal_replay_lag,gauge,,second,,"Time elapsed between flush
 postgresql.replication.wal_write_lag,gauge,,second,,Time elapsed between flushing recent WAL locally and receiving notification that this standby server has written it (but not yet flushed it or applied it). This can be used to gauge the delay that synchronous_commit level remote_write incurred while committing if this server was configured as a synchronous standby. Only available with postgresql 10 and newer.,-1,postgres,repl write lag,
 postgresql.replication_delay,gauge,,second,,The current replication delay in seconds. Only available with postgresql 9.1 and newer,-1,postgres,repl delay,
 postgresql.replication_delay_bytes,gauge,,byte,,The current replication delay in bytes. Only available with postgresql 9.2 and newer,-1,postgres,repl delay bytes,
+postgresql.replication_slot.catalog_xmin_age,gauge,,transaction,,"The age of the oldest transaction affecting the system catalogs that this slot needs the database to retain. VACUUM cannot remove catalog tuples deleted by any later transaction. This metric is tagged with slot_name, slot_type, slot_persistence, slot_state.",-1,postgres,repslot catalog_xmin,
 postgresql.replication_slot.confirmed_flush_delay_bytes,gauge,,byte,,"The delay in bytes between the current WAL position and last position this slot's consumer confirmed. This is only available for logical replication slots. This metric is tagged with slot_name, slot_type, slot_persistence, slot_state.",-1,postgres,repslot flush,
 postgresql.replication_slot.restart_delay_bytes,gauge,,byte,,"The amount of WAL bytes that the consumer of this slot may require and won't be automatically removed during checkpoints unless it exceeds max_slot_wal_keep_size parameter. Nothing is reported if there's no WAL reservation for this slot. This metric is tagged with slot_name, slot_type, slot_persistence, slot_state.",-1,postgres,repslot restart,
 postgresql.replication_slot.spill_bytes,count,,byte,,"Amount of decoded transaction data spilled to disk while performing decoding of changes from WAL for this slot. This and other spill counters can be used to gauge the I/O occurred during logical decoding and allow tuning logical_decoding_work_mem. Extracted from pg_stat_replication_slots. Only available with PostgreSQL 14 and newer. This metric is tagged with slot_name, slot_type, slot_state.",-1,postgres,repslot spill_byte,
diff --git a/postgres/tests/common.py b/postgres/tests/common.py
index fa640a889ac03..df966caf3201a 100644
--- a/postgres/tests/common.py
+++ b/postgres/tests/common.py
@@ -151,7 +151,7 @@ def _get_expected_tags(
     role='master',
     **kwargs,
 ):
-    base_tags = pg_instance['tags'] + [f'port:{pg_instance["port"]}']
+    base_tags = pg_instance['tags'] + [f'port:{pg_instance["port"]}'] + [f'database_hostname:{check.database_hostname}']
     if role:
         base_tags.append(f'replication_role:{role}')
     if with_db:
@@ -314,6 +314,7 @@ def check_replication_slots(aggregator, expected_tags, count=1):
     for metric_name in _iterate_metric_name(QUERY_PG_REPLICATION_SLOTS):
         if 'slot_type:physical' in expected_tags and metric_name in [
             'postgresql.replication_slot.confirmed_flush_delay_bytes',
+            'postgresql.replication_slot.catalog_xmin_age',
         ]:
             continue
         if 'slot_type:logical' in expected_tags and metric_name in [
diff --git a/postgres/tests/test_e2e.py b/postgres/tests/test_e2e.py
index 461f020e80c98..3a0ae87e7b798 100644
--- a/postgres/tests/test_e2e.py
+++ b/postgres/tests/test_e2e.py
@@ -2,6 +2,8 @@
 # All rights reserved
 # Licensed under Simplified BSD License (see LICENSE)
 
+import socket
+
 import pytest
 
 from .common import _get_expected_tags, check_bgw_metrics, check_common_metrics
@@ -23,6 +25,7 @@ def test_e2e(check, dd_agent_check, pg_instance):
         cur.execute("SHOW cluster_name;")
         check.cluster_name = cur.fetchone()[0]
 
+    check._database_hostname = socket.gethostname().lower()
     expected_tags = _get_expected_tags(check, pg_instance, with_host=False)
     check_bgw_metrics(aggregator, expected_tags)
     check_common_metrics(aggregator, expected_tags=expected_tags, count=None)
diff --git a/postgres/tests/test_metadata.py b/postgres/tests/test_metadata.py
index 3a7978142b6af..c85a2ccafb6a2 100644
--- a/postgres/tests/test_metadata.py
+++ b/postgres/tests/test_metadata.py
@@ -4,6 +4,7 @@
 from concurrent.futures.thread import ThreadPoolExecutor
 from typing import List
 
+import mock
 import pytest
 
 from datadog_checks.base.utils.db.utils import DBMAsyncJob
@@ -371,6 +372,38 @@ def test_collect_schemas_max_tables(integration_check, dbm_instance, aggregator)
         assert len(database_metadata[0]['schemas'][0]['tables']) == 1
 
 
+def test_collect_schemas_interrupted(integration_check, dbm_instance, aggregator):
+    dbm_instance["collect_schemas"] = {'enabled': True, 'collection_interval': 0.5, 'max_tables': 1}
+    dbm_instance['relations'] = []
+    dbm_instance["database_autodiscovery"] = {"enabled": True, "include": ["datadog"]}
+    del dbm_instance['dbname']
+    check = integration_check(dbm_instance)
+    with mock.patch('datadog_checks.postgres.metadata.PostgresMetadata._collect_schema_info', side_effect=Exception):
+        run_one_check(check, dbm_instance)
+        # ensures _is_schemas_collection_in_progress is reset to False after an exception
+        assert check.metadata_samples._is_schemas_collection_in_progress is False
+        dbm_metadata = aggregator.get_event_platform_events("dbm-metadata")
+        assert [e for e in dbm_metadata if e['kind'] == 'pg_databases'] == []
+
+    # next run should succeed
+    run_one_check(check, dbm_instance)
+    dbm_metadata = aggregator.get_event_platform_events("dbm-metadata")
+
+    for schema_event in (e for e in dbm_metadata if e['kind'] == 'pg_databases'):
+        database_metadata = schema_event['metadata']
+        assert len(database_metadata[0]['schemas'][0]['tables']) == 1
+
+    # Rerun check with relations enabled
+    dbm_instance['relations'] = [{'relation_regex': '.*'}]
+    check = integration_check(dbm_instance)
+    run_one_check(check, dbm_instance)
+    dbm_metadata = aggregator.get_event_platform_events("dbm-metadata")
+
+    for schema_event in (e for e in dbm_metadata if e['kind'] == 'pg_databases'):
+        database_metadata = schema_event['metadata']
+        assert len(database_metadata[0]['schemas'][0]['tables']) == 1
+
+
 def assert_fields(keys: List[str], fields: List[str]):
     for field in fields:
         assert field in keys
diff --git a/postgres/tests/test_pg_integration.py b/postgres/tests/test_pg_integration.py
index 53fad5c8d29c9..b5c27a830530f 100644
--- a/postgres/tests/test_pg_integration.py
+++ b/postgres/tests/test_pg_integration.py
@@ -463,7 +463,7 @@ def test_activity_vacuum_excluded(aggregator, integration_check, pg_instance):
     thread.join()
 
 
-@pytest.mark.flaky(max_runs=5)
+@pytest.mark.flaky(max_runs=10)
 def test_backend_transaction_age(aggregator, integration_check, pg_instance):
     pg_instance['collect_activity_metrics'] = True
     check = integration_check(pg_instance)
@@ -731,10 +731,7 @@ def test_correct_hostname(dbm_enabled, reported_hostname, expected_hostname, agg
     ) as resolve_db_host:
         check = PostgreSql('test_instance', {}, [pg_instance])
         check.run()
-        if reported_hostname:
-            assert resolve_db_host.called is False, 'Expected resolve_db_host.called to be False'
-        else:
-            assert resolve_db_host.called is True
+        assert resolve_db_host.called is True
 
     expected_tags_no_db = _get_expected_tags(check, pg_instance, server=HOST)
     expected_tags_with_db = expected_tags_no_db + ['db:datadog_test']
diff --git a/postgres/tests/test_relations.py b/postgres/tests/test_relations.py
index e2e5799d7c128..1670be09f7b43 100644
--- a/postgres/tests/test_relations.py
+++ b/postgres/tests/test_relations.py
@@ -2,6 +2,8 @@
 # All rights reserved
 # Licensed under Simplified BSD License (see LICENSE)
 
+import threading
+
 import psycopg2
 import pytest
 
@@ -115,6 +117,59 @@ def test_relations_metrics_access_exclusive_lock(aggregator, integration_check,
     conn.close()
 
 
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+def test_relations_metrics_share_lock(aggregator, integration_check, pg_instance):
+    '''
+    This test is to verify the PG_CLASS query does not reporte duplicate metrics
+    when a relation has multiple locks present in PG_LOCKS.
+    '''
+    pg_instance['relations'] = ['persons']
+    check = integration_check(pg_instance)
+
+    def access_share_lock():
+        conn = _get_superconn(pg_instance)
+        cursor = conn.cursor()
+        try:
+            cursor.execute('BEGIN')
+            cursor.execute("LOCK persons IN SHARE MODE;")  # Acquires SHARE LOCK
+        finally:
+            cursor.execute('COMMIT')
+            cursor.close()
+            conn.close()
+
+    def row_share_lock():
+        conn = _get_superconn(pg_instance)
+        cursor = conn.cursor()
+        try:
+            cursor.execute('BEGIN')
+            cursor.execute("SELECT * FROM persons FOR SHARE;")  # Acquires ROW SHARE LOCK
+        finally:
+            cursor.execute('COMMIT')
+            cursor.close()
+            conn.close()
+            print("ROW SHARE LOCK released.")
+
+    t1 = threading.Thread(target=access_share_lock)
+    t2 = threading.Thread(target=row_share_lock)
+
+    # Start threads
+    t1.start()
+    t2.start()
+
+    check.check(pg_instance)
+    expected_tags = _get_expected_tags(check, pg_instance, db=pg_instance['dbname'], table='persons', schema='public')
+
+    for name in ('postgresql.rows_inserted', 'postgresql.rows_updated', 'postgresql.rows_deleted'):
+        # Expect no relation metrics to be collected for persons table
+        # because locked relations are skipped in the query
+        aggregator.assert_metric(name, count=1, tags=expected_tags)
+
+    # Wait for threads to complete
+    t1.join()
+    t2.join()
+
+
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 @requires_over_11
@@ -197,6 +252,35 @@ def test_relations_metrics_regex(aggregator, integration_check, pg_instance):
         _check_metrics_for_relation_wo_index(aggregator, expected_tags[relation])
 
 
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+def test_relations_xmin(aggregator, integration_check, pg_instance):
+    pg_instance['relations'] = ['persons']
+
+    conn = _get_superconn(pg_instance)
+    cursor = conn.cursor()
+    cursor.execute("SELECT xmin FROM pg_class WHERE relname='persons'")
+    start_xmin = float(cursor.fetchone()[0])
+
+    # Check that initial xmin metric match
+    check = integration_check(pg_instance)
+    check.check(pg_instance)
+    expected_tags = _get_expected_tags(check, pg_instance, db=pg_instance['dbname'], table='persons', schema='public')
+    aggregator.assert_metric('postgresql.relation.xmin', count=1, value=start_xmin, tags=expected_tags)
+    aggregator.reset()
+
+    # Run multiple DDL modifying the persons relation which will increase persons' xmin in pg_class
+    cursor.execute("ALTER TABLE persons REPLICA IDENTITY FULL;")
+    cursor.execute("ALTER TABLE persons REPLICA IDENTITY DEFAULT;")
+    cursor.close()
+    conn.close()
+
+    check.check(pg_instance)
+
+    # xmin metric should be greater than initial xmin
+    assert_metric_at_least(aggregator, 'postgresql.relation.xmin', lower_bound=start_xmin + 1, tags=expected_tags)
+
+
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 def test_max_relations(aggregator, integration_check, pg_instance):
diff --git a/postgres/tests/test_unit.py b/postgres/tests/test_unit.py
index 1fa3164fa1f22..79ea811764ca7 100644
--- a/postgres/tests/test_unit.py
+++ b/postgres/tests/test_unit.py
@@ -142,6 +142,7 @@ def test_query_timeout_connection_string(aggregator, integration_check, pg_insta
                 'port:5432',
                 'foo:bar',
                 'dd.internal.resource:database_instance:stubbed.hostname',
+                'database_hostname:stubbed.hostname',
             },
         ),
         (
@@ -152,6 +153,7 @@ def test_query_timeout_connection_string(aggregator, integration_check, pg_insta
                 'port:5432',
                 'server:localhost',
                 'dd.internal.resource:database_instance:stubbed.hostname',
+                'database_hostname:stubbed.hostname',
             },
         ),
     ],
diff --git a/powerdns_recursor/CHANGELOG.md b/powerdns_recursor/CHANGELOG.md
index d18214510d8cb..f3f7339d9a413 100644
--- a/powerdns_recursor/CHANGELOG.md
+++ b/powerdns_recursor/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/powerdns_recursor/changelog.d/18207.added b/powerdns_recursor/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/powerdns_recursor/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/powerdns_recursor/changelog.d/18580.removed b/powerdns_recursor/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/powerdns_recursor/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/powerdns_recursor/changelog.d/18617.fixed b/powerdns_recursor/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/powerdns_recursor/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/powerdns_recursor/datadog_checks/powerdns_recursor/__about__.py b/powerdns_recursor/datadog_checks/powerdns_recursor/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/powerdns_recursor/datadog_checks/powerdns_recursor/__about__.py
+++ b/powerdns_recursor/datadog_checks/powerdns_recursor/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/presto/CHANGELOG.md b/presto/CHANGELOG.md
index 4e705df3608b8..a66e7d6ee52cf 100644
--- a/presto/CHANGELOG.md
+++ b/presto/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.8.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/presto/changelog.d/18207.added b/presto/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/presto/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/presto/changelog.d/18617.fixed b/presto/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/presto/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/presto/datadog_checks/presto/__about__.py b/presto/datadog_checks/presto/__about__.py
index f046338059ddf..6a5e784d17c52 100644
--- a/presto/datadog_checks/presto/__about__.py
+++ b/presto/datadog_checks/presto/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/presto/tests/docker/docker-compose.yaml b/presto/tests/docker/docker-compose.yaml
index 646051a306922..acc67216ad1e2 100644
--- a/presto/tests/docker/docker-compose.yaml
+++ b/presto/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # Adapted from https://github.com/Lewuathe/docker-presto-cluster
 services:
   coordinator:
diff --git a/process/CHANGELOG.md b/process/CHANGELOG.md
index a4ae9cd77465d..7942368d14c37 100644
--- a/process/CHANGELOG.md
+++ b/process/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 3.5.0 / 2024-09-05
diff --git a/process/changelog.d/18207.added b/process/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/process/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/process/changelog.d/18580.removed b/process/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/process/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/process/changelog.d/18617.fixed b/process/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/process/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/process/datadog_checks/process/__about__.py b/process/datadog_checks/process/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/process/datadog_checks/process/__about__.py
+++ b/process/datadog_checks/process/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/prometheus/CHANGELOG.md b/prometheus/CHANGELOG.md
index d819e189ce1ae..1b838e6341257 100644
--- a/prometheus/CHANGELOG.md
+++ b/prometheus/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.6.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/prometheus/changelog.d/18207.added b/prometheus/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/prometheus/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/prometheus/changelog.d/18580.removed b/prometheus/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/prometheus/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/prometheus/changelog.d/18617.fixed b/prometheus/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/prometheus/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/prometheus/datadog_checks/prometheus/__about__.py b/prometheus/datadog_checks/prometheus/__about__.py
index f81a9a356ff96..b033d7b5bb770 100644
--- a/prometheus/datadog_checks/prometheus/__about__.py
+++ b/prometheus/datadog_checks/prometheus/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "4.0.0"
+__version__ = "5.0.0"
diff --git a/prometheus/tests/docker/docker-compose.yaml b/prometheus/tests/docker/docker-compose.yaml
index cef7c7959835a..ac2352af67a69 100644
--- a/prometheus/tests/docker/docker-compose.yaml
+++ b/prometheus/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   prometheus:
     image: prom/prometheus
diff --git a/proxysql/CHANGELOG.md b/proxysql/CHANGELOG.md
index f5a61072e6cd9..23d8e0491f04c 100644
--- a/proxysql/CHANGELOG.md
+++ b/proxysql/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.1.1 / 2024-06-11 / Agent 7.54.1
 
 ***Fixed***:
diff --git a/proxysql/changelog.d/18207.added b/proxysql/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/proxysql/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/proxysql/changelog.d/18580.removed b/proxysql/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/proxysql/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/proxysql/changelog.d/18617.fixed b/proxysql/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/proxysql/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/proxysql/datadog_checks/proxysql/__about__.py b/proxysql/datadog_checks/proxysql/__about__.py
index ebf0b902cce6b..7d1ab144cf5b2 100644
--- a/proxysql/datadog_checks/proxysql/__about__.py
+++ b/proxysql/datadog_checks/proxysql/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '6.0.0'
+__version__ = '7.0.0'
diff --git a/pulsar/CHANGELOG.md b/pulsar/CHANGELOG.md
index 38a0979561e25..876e715f6a870 100644
--- a/pulsar/CHANGELOG.md
+++ b/pulsar/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/pulsar/changelog.d/18207.added b/pulsar/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/pulsar/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/pulsar/changelog.d/18617.fixed b/pulsar/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/pulsar/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/pulsar/datadog_checks/pulsar/__about__.py b/pulsar/datadog_checks/pulsar/__about__.py
index c1405a3ef0291..00d8d3e916500 100644
--- a/pulsar/datadog_checks/pulsar/__about__.py
+++ b/pulsar/datadog_checks/pulsar/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/pulsar/tests/docker/docker-compose.yaml b/pulsar/tests/docker/docker-compose.yaml
index 312230805e63f..a4c1cef62d028 100644
--- a/pulsar/tests/docker/docker-compose.yaml
+++ b/pulsar/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # https://pulsar.apache.org/docs/en/next/standalone-docker/
 services:
   pulsar:
diff --git a/quarkus/CHANGELOG.md b/quarkus/CHANGELOG.md
new file mode 100644
index 0000000000000..aeacd4bcf761c
--- /dev/null
+++ b/quarkus/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - Quarkus
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-12-26
+
+***Added***:
+
+* Initial Release ([#19196](https://github.com/DataDog/integrations-core/pull/19196))
diff --git a/quarkus/README.md b/quarkus/README.md
new file mode 100644
index 0000000000000..514709024d86d
--- /dev/null
+++ b/quarkus/README.md
@@ -0,0 +1,55 @@
+# Agent Check: Quarkus
+
+## Overview
+
+This check monitors [Quarkus][1] through the Datadog Agent.
+
+## Setup
+
+Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+### Installation
+
+The Quarkus check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+1. Edit the `quarkus.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your Quarkus performance data. See the [sample quarkus.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `quarkus` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The Quarkus integration does not include any events.
+
+### Service Checks
+
+The Quarkus integration does not include any service checks.
+
+See [service_checks.json][8] for a list of service checks provided by this integration.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][9].
+
+
+[1]: **LINK_TO_INTEGRATION_SITE**
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/quarkus/datadog_checks/quarkus/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/quarkus/metadata.csv
+[8]: https://github.com/DataDog/integrations-core/blob/master/quarkus/assets/service_checks.json
+[9]: https://docs.datadoghq.com/help/
diff --git a/quarkus/assets/configuration/spec.yaml b/quarkus/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..14cbb899afae7
--- /dev/null
+++ b/quarkus/assets/configuration/spec.yaml
@@ -0,0 +1,20 @@
+name: Quarkus
+files:
+- name: quarkus.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/default
+  - template: instances
+    options:
+    - template: instances/openmetrics
+      overrides:
+        openmetrics_endpoint.value.example: http://localhost:8080/q/metrics
+        openmetrics_endpoint.description: |
+          Set this to the endpoint that Quarkus's Micrometer Prometheus MeterRegistry extension exposes.
+  - template: logs
+    example:
+    - type: file
+      path: /var/log/application.log
+      source: quarkus
+      service: quarkus-app
diff --git a/quarkus/assets/dashboards/overview.json b/quarkus/assets/dashboards/overview.json
new file mode 100644
index 0000000000000..cd248ecb5d4d4
--- /dev/null
+++ b/quarkus/assets/dashboards/overview.json
@@ -0,0 +1,431 @@
+{
+    "author_name": "Datadog",
+    "description": "## Quarkus\n\nThis dashboard lets you monitor your applications developed with the Quarkus framework.\n\n**Note: This dashboard only displays out of the box metrics. Tweak it as you add more metrics to your application.**\n\n## Useful Links\n- [Quarkus Homepage](https://quarkus.io/)\n- [How to add metrics in Quarkus](https://quarkus.io/guides/telemetry-micrometer-tutorial#inject-the-meterregistry)",
+    "layout_type": "ordered",
+    "template_variables": [
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "host",
+            "prefix": "host"
+        },
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "method",
+            "prefix": "method"
+        },
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "status",
+            "prefix": "status"
+        },
+        {
+            "available_values": [],
+            "default": "*",
+            "name": "uri",
+            "prefix": "uri"
+        }
+    ],
+    "title": "Quarkus Overview",
+    "widgets": [
+        {
+            "definition": {
+                "banner_img": "/static/images/logos/quarkus_small.svg",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "white",
+                            "content": "## Quarkus\n\nThis dashboard lets you monitor your applications developed with the Quarkus framework.\n\n**Note: This dashboard only displays out of the box metrics. Tweak it as you add more metrics to your application.**\n",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "left",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 5685022835071772,
+                        "layout": {
+                            "height": 3,
+                            "width": 3,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "background_color": "white",
+                            "content": "## Useful Links\n- [Quarkus Homepage](https://quarkus.io/)\n- [How to add metrics in Quarkus](https://quarkus.io/guides/telemetry-micrometer-tutorial#inject-the-meterregistry)",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 8921963557059570,
+                        "layout": {
+                            "height": 3,
+                            "width": 3,
+                            "x": 3,
+                            "y": 0
+                        }
+                    }
+                ]
+            },
+            "id": 4717263751542750,
+            "layout": {
+                "height": 6,
+                "width": 6,
+                "x": 0,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_blue",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Overview",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "blue",
+                            "content": "See the overall status of your application. The health service check reports whether or not your application is up. The monitor alerts you if the maximum duration for a request exceeds a certain threshold.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 4528647613111842,
+                        "layout": {
+                            "height": 2,
+                            "width": 6,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "check": "quarkus.openmetrics.health",
+                            "group": "$host",
+                            "group_by": [],
+                            "grouping": "check",
+                            "tags": [],
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "title": "Quarkus Health Check",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "check_status"
+                        },
+                        "id": 4975142618182494,
+                        "layout": {
+                            "height": 3,
+                            "width": 2,
+                            "x": 0,
+                            "y": 2
+                        }
+                    },
+                    {
+                        "definition": {
+                            "color_preference": "text",
+                            "count": 50,
+                            "display_format": "countsAndList",
+                            "hide_zero_counts": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:(integration:quarkus)",
+                            "show_last_triggered": false,
+                            "show_priority": false,
+                            "show_status": true,
+                            "sort": "status,asc",
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "title": "Monitor Summary",
+                            "type": "manage_status"
+                        },
+                        "id": 7873059155305294,
+                        "layout": {
+                            "height": 3,
+                            "width": 4,
+                            "x": 2,
+                            "y": 2
+                        }
+                    }
+                ]
+            },
+            "id": 2737008660122334,
+            "layout": {
+                "height": 6,
+                "width": 6,
+                "x": 6,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_pink",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "HTTP Server",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "pink",
+                            "content": "See how many requests your HTTP server is getting and which ones take the longest.",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "center",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 5193429521650892,
+                        "layout": {
+                            "height": 1,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "legend_layout": "auto",
+                            "requests": [
+                                {
+                                    "display_type": "line",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:quarkus.http_server.requests.seconds.max{*}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "dog_classic"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "title": "Longest Request",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 7305731361762322,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 0,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:quarkus.http_server.requests.seconds.max{*} by {uri}"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "legend": "automatic",
+                                    "type": "stacked"
+                                }
+                            },
+                            "title": "URIs with Long Requests",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "toplist"
+                        },
+                        "id": 2683629281370146,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 4,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "autoscale": true,
+                            "precision": 2,
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "request"
+                                                }
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "aggregator": "avg",
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:quarkus.http_server.requests.seconds.count{*}.as_rate()"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "timeseries_background": {
+                                "type": "area"
+                            },
+                            "title": "Requests per Second",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_value"
+                        },
+                        "id": 6228596123664624,
+                        "layout": {
+                            "height": 2,
+                            "width": 4,
+                            "x": 8,
+                            "y": 1
+                        }
+                    }
+                ]
+            },
+            "id": 880646291321010,
+            "layout": {
+                "height": 4,
+                "width": 12,
+                "x": 0,
+                "y": 6
+            }
+        },
+        {
+            "definition": {
+                "background_color": "white",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Logs",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "requests": [
+                                {
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "host",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ],
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "indexes": [],
+                                        "query_string": "source:quarkus",
+                                        "sort": {
+                                            "column": "timestamp",
+                                            "order": "desc"
+                                        },
+                                        "storage": "hot"
+                                    },
+                                    "response_format": "event_list"
+                                }
+                            ],
+                            "title": "",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "list_stream"
+                        },
+                        "id": 2489993328338580,
+                        "layout": {
+                            "height": 4,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    }
+                ]
+            },
+            "id": 7174398085271826,
+            "layout": {
+                "height": 5,
+                "width": 12,
+                "x": 0,
+                "y": 10
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/quarkus/assets/logs/quarkus.yaml b/quarkus/assets/logs/quarkus.yaml
new file mode 100644
index 0000000000000..d50c8b62a8626
--- /dev/null
+++ b/quarkus/assets/logs/quarkus.yaml
@@ -0,0 +1,39 @@
+id: quarkus
+metric_id: quarkus
+backend_only: false
+facets:
+pipeline:
+  type: pipeline
+  name: 'Quarkus'
+  enabled: true
+  filter:
+    query: source:quarkus
+  processors:
+    - type: grok-parser
+      name: Parse fields such as timestamp and level
+      enabled: true
+      source: message
+      samples:
+        - "2024-12-12 12:57:36,184 INFO  [io.quarkus] (Quarkus Main Thread) code-with-quarkus 1.0.0-SNAPSHOT on JVM (powered by Quarkus 3.17.4) started in 0.378s. Listening on: http://localhost:8080"
+        - "2024-12-12 12:57:36,186 INFO  [io.quarkus] (Quarkus Main Thread) Installed features: [cdi, rest, smallrye-context-propagation, vertx]"
+        - "2024-12-12 12:57:36,186 INFO  [io.qua.dep.dev.RuntimeUpdatesProcessor] (vert.x-worker-thread-1) Live reload total time: 0.397s"
+        - "2024-12-13 11:05:38,618 INFO  [org.acm.GreetingResource] (executor-thread-1) Custom log message"
+      grok:
+        matchRules: |
+          quarkus %{date("yyyy-MM-dd HH:mm:ss,SSS"):timestamp}\s+%{word:level}\s+\[%{notSpace:logger}\]\s+\(%{regex("[^)]*"):thread}\)\s+%{data:message}
+        supportRules: ''
+    - type: message-remapper
+      name: Define `message` as the official message of the log
+      enabled: true
+      sources:
+        - message
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: status-remapper
+      name: Define `level` as the official status of the log
+      enabled: true
+      sources:
+        - level
diff --git a/quarkus/assets/logs/quarkus_tests.yaml b/quarkus/assets/logs/quarkus_tests.yaml
new file mode 100644
index 0000000000000..36072883c8021
--- /dev/null
+++ b/quarkus/assets/logs/quarkus_tests.yaml
@@ -0,0 +1,28 @@
+id: "quarkus"
+tests:
+  - sample: |-
+      2024-12-12 12:57:36,184 INFO  [io.quarkus] (Quarkus Main Thread) code-with-quarkus 1.0.0-SNAPSHOT on JVM (powered by Quarkus 3.17.4) started in 0.378s. Listening on: http://localhost:8080
+    result:
+      custom:
+        timestamp: 1734008256184
+        level: "INFO"
+        logger: "io.quarkus"
+        thread: "Quarkus Main Thread"
+      message: "code-with-quarkus 1.0.0-SNAPSHOT on JVM (powered by Quarkus 3.17.4) started in 0.378s. Listening on: http://localhost:8080"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1734008256184
+  - sample: |-
+      2024-12-13 11:05:38,618 ERROR  [org.acm.GreetingResource] (executor-thread-1) Custom log message
+    result:
+      custom:
+        timestamp: 1734087938618
+        level: "ERROR"
+        logger: "org.acm.GreetingResource"
+        thread: "executor-thread-1"
+      message: "Custom log message"
+      status: "error"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1734087938618
diff --git a/quarkus/assets/monitors/long_requests.json b/quarkus/assets/monitors/long_requests.json
new file mode 100644
index 0000000000000..f0f48a7d92bc1
--- /dev/null
+++ b/quarkus/assets/monitors/long_requests.json
@@ -0,0 +1,30 @@
+{
+  "version": 2,
+  "created_at": "2024-12-10",
+  "last_updated_at": "2024-12-10",
+  "title": "Some Requests Taking Too Long",
+  "description": "This monitor alerts you if your longest request is taking too long. This can indicate overall degraded service and that other requests are also taking longer to complete.",
+  "tags": [
+    "integration:quarkus"
+  ],
+  "definition": {
+    "name": "Some requests are taking too long",
+    "type": "query alert",
+    "query": "avg(last_5m):avg:quarkus.http_server.requests.seconds.max{*} > 1",
+    "message": "Detected some requests taking extra long to complete. This merits an investigation because it can be a symptom that the overall service is degraded.",
+    "tags": [
+      "integration:quarkus"
+    ],
+    "options": {
+      "thresholds": {
+        "critical": 1,
+        "warning": 0.5
+      },
+      "notify_audit": false,
+      "include_tags": false,
+      "new_host_delay": 300,
+      "avalanche_window": 10
+    },
+    "priority": null
+  }
+}
diff --git a/quarkus/assets/saved_views/errors.json b/quarkus/assets/saved_views/errors.json
new file mode 100644
index 0000000000000..6cd409b1452a7
--- /dev/null
+++ b/quarkus/assets/saved_views/errors.json
@@ -0,0 +1,20 @@
+{
+    "name": "Quarkus Error Overview",
+    "options": {
+        "columns": [
+            "host",
+            "service"
+        ],
+        "message_display": "inline",
+        "show_date_column": true,
+        "show_message_column": true,
+        "show_timeline": true
+    },
+    "page": "stream",
+    "query": "source:quarkus status:error",
+    "timerange": {
+        "interval_ms": 900000
+    },
+    "type": "logs",
+    "visible_facets": []
+}
diff --git a/quarkus/assets/service_checks.json b/quarkus/assets/service_checks.json
new file mode 100644
index 0000000000000..ceeec6c578b3d
--- /dev/null
+++ b/quarkus/assets/service_checks.json
@@ -0,0 +1,17 @@
+[
+    {
+        "agent_version": "7.62.0",
+        "integration": "Quarkus",
+        "check": "quarkus.openmetrics.health",
+        "statuses": [
+            "ok",
+            "critical"
+        ],
+        "groups": [
+            "host",
+            "endpoint"
+        ],
+        "name": "Quarkus OpenMetrics endpoint health",
+        "description": "Returns `CRITICAL` if the Agent is unable to connect to the Quarkus OpenMetrics endpoint, otherwise returns `OK`."
+    }
+]
diff --git a/quarkus/datadog_checks/__init__.py b/quarkus/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/quarkus/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/quarkus/datadog_checks/quarkus/__about__.py b/quarkus/datadog_checks/quarkus/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/quarkus/datadog_checks/quarkus/__init__.py b/quarkus/datadog_checks/quarkus/__init__.py
new file mode 100644
index 0000000000000..be45b413005d0
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import QuarkusCheck
+
+__all__ = ['__version__', 'QuarkusCheck']
diff --git a/quarkus/datadog_checks/quarkus/check.py b/quarkus/datadog_checks/quarkus/check.py
new file mode 100644
index 0000000000000..1d6705a88778e
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/check.py
@@ -0,0 +1,16 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.base import OpenMetricsBaseCheckV2
+from datadog_checks.quarkus.metrics import METRIC_MAP
+
+
+class QuarkusCheck(OpenMetricsBaseCheckV2):
+    __NAMESPACE__ = 'quarkus'
+    DEFAULT_METRIC_LIMIT = 0
+
+    def get_default_config(self):
+        return {
+            "metrics": [METRIC_MAP],
+        }
diff --git a/quarkus/datadog_checks/quarkus/config_models/__init__.py b/quarkus/datadog_checks/quarkus/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/quarkus/datadog_checks/quarkus/config_models/defaults.py b/quarkus/datadog_checks/quarkus/config_models/defaults.py
new file mode 100644
index 0000000000000..0138cd77a5ea8
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/config_models/defaults.py
@@ -0,0 +1,124 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def instance_allow_redirects():
+    return True
+
+
+def instance_auth_type():
+    return 'basic'
+
+
+def instance_cache_metric_wildcards():
+    return True
+
+
+def instance_cache_shared_labels():
+    return True
+
+
+def instance_collect_counters_with_distributions():
+    return False
+
+
+def instance_collect_histogram_buckets():
+    return True
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_enable_health_service_check():
+    return True
+
+
+def instance_histogram_buckets_as_distributions():
+    return False
+
+
+def instance_ignore_connection_errors():
+    return False
+
+
+def instance_kerberos_auth():
+    return 'disabled'
+
+
+def instance_kerberos_delegate():
+    return False
+
+
+def instance_kerberos_force_initiate():
+    return False
+
+
+def instance_log_requests():
+    return False
+
+
+def instance_min_collection_interval():
+    return 15
+
+
+def instance_non_cumulative_histogram_buckets():
+    return False
+
+
+def instance_persist_connections():
+    return False
+
+
+def instance_request_size():
+    return 16
+
+
+def instance_skip_proxy():
+    return False
+
+
+def instance_tag_by_endpoint():
+    return True
+
+
+def instance_telemetry():
+    return False
+
+
+def instance_timeout():
+    return 10
+
+
+def instance_tls_ignore_warning():
+    return False
+
+
+def instance_tls_use_host_header():
+    return False
+
+
+def instance_tls_verify():
+    return True
+
+
+def instance_use_latest_spec():
+    return False
+
+
+def instance_use_legacy_auth_encoding():
+    return True
+
+
+def instance_use_process_start_time():
+    return False
diff --git a/quarkus/datadog_checks/quarkus/config_models/instance.py b/quarkus/datadog_checks/quarkus/config_models/instance.py
new file mode 100644
index 0000000000000..8e39a0e921719
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/config_models/instance.py
@@ -0,0 +1,171 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from types import MappingProxyType
+from typing import Any, Optional, Union
+
+from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class AuthToken(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    reader: Optional[MappingProxyType[str, Any]] = None
+    writer: Optional[MappingProxyType[str, Any]] = None
+
+
+class ExtraMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class Metrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class ShareLabels(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    labels: Optional[tuple[str, ...]] = None
+    match: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    allow_redirects: Optional[bool] = None
+    auth_token: Optional[AuthToken] = None
+    auth_type: Optional[str] = None
+    aws_host: Optional[str] = None
+    aws_region: Optional[str] = None
+    aws_service: Optional[str] = None
+    cache_metric_wildcards: Optional[bool] = None
+    cache_shared_labels: Optional[bool] = None
+    collect_counters_with_distributions: Optional[bool] = None
+    collect_histogram_buckets: Optional[bool] = None
+    connect_timeout: Optional[float] = None
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    enable_health_service_check: Optional[bool] = None
+    exclude_labels: Optional[tuple[str, ...]] = None
+    exclude_metrics: Optional[tuple[str, ...]] = None
+    exclude_metrics_by_labels: Optional[MappingProxyType[str, Union[bool, tuple[str, ...]]]] = None
+    extra_headers: Optional[MappingProxyType[str, Any]] = None
+    extra_metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, ExtraMetrics]]], ...]] = None
+    headers: Optional[MappingProxyType[str, Any]] = None
+    histogram_buckets_as_distributions: Optional[bool] = None
+    hostname_format: Optional[str] = None
+    hostname_label: Optional[str] = None
+    ignore_connection_errors: Optional[bool] = None
+    ignore_tags: Optional[tuple[str, ...]] = None
+    include_labels: Optional[tuple[str, ...]] = None
+    kerberos_auth: Optional[str] = None
+    kerberos_cache: Optional[str] = None
+    kerberos_delegate: Optional[bool] = None
+    kerberos_force_initiate: Optional[bool] = None
+    kerberos_hostname: Optional[str] = None
+    kerberos_keytab: Optional[str] = None
+    kerberos_principal: Optional[str] = None
+    log_requests: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, Metrics]]], ...]] = None
+    min_collection_interval: Optional[float] = None
+    namespace: Optional[str] = Field(None, pattern='\\w*')
+    non_cumulative_histogram_buckets: Optional[bool] = None
+    ntlm_domain: Optional[str] = None
+    openmetrics_endpoint: str
+    password: Optional[str] = None
+    persist_connections: Optional[bool] = None
+    proxy: Optional[Proxy] = None
+    raw_line_filters: Optional[tuple[str, ...]] = None
+    raw_metric_prefix: Optional[str] = None
+    read_timeout: Optional[float] = None
+    rename_labels: Optional[MappingProxyType[str, Any]] = None
+    request_size: Optional[float] = None
+    service: Optional[str] = None
+    share_labels: Optional[MappingProxyType[str, Union[bool, ShareLabels]]] = None
+    skip_proxy: Optional[bool] = None
+    tag_by_endpoint: Optional[bool] = None
+    tags: Optional[tuple[str, ...]] = None
+    telemetry: Optional[bool] = None
+    timeout: Optional[float] = None
+    tls_ca_cert: Optional[str] = None
+    tls_cert: Optional[str] = None
+    tls_ignore_warning: Optional[bool] = None
+    tls_private_key: Optional[str] = None
+    tls_protocols_allowed: Optional[tuple[str, ...]] = None
+    tls_use_host_header: Optional[bool] = None
+    tls_verify: Optional[bool] = None
+    use_latest_spec: Optional[bool] = None
+    use_legacy_auth_encoding: Optional[bool] = None
+    use_process_start_time: Optional[bool] = None
+    username: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/quarkus/datadog_checks/quarkus/config_models/shared.py b/quarkus/datadog_checks/quarkus/config_models/shared.py
new file mode 100644
index 0000000000000..e39d447dfc4b9
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/config_models/shared.py
@@ -0,0 +1,45 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import validators
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    service: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/quarkus/datadog_checks/quarkus/config_models/validators.py b/quarkus/datadog_checks/quarkus/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/quarkus/datadog_checks/quarkus/data/conf.yaml.example b/quarkus/datadog_checks/quarkus/data/conf.yaml.example
new file mode 100644
index 0000000000000..cbf9b356b752f
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/data/conf.yaml.example
@@ -0,0 +1,614 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+    ## @param openmetrics_endpoint - string - required
+    ## Set this to the endpoint that Quarkus's Micrometer Prometheus MeterRegistry extension exposes.
+    #
+  - openmetrics_endpoint: http://localhost:8080/q/metrics
+
+    ## @param raw_metric_prefix - string - optional
+    ## A prefix that is removed from all exposed metric names, if present.
+    ## All configuration options will use the prefix-less name.
+    #
+    # raw_metric_prefix: <PREFIX>_
+
+    ## @param extra_metrics - (list of string or mapping) - optional
+    ## This list defines metrics to collect from the `openmetrics_endpoint`, in addition to
+    ## what the check collects by default. If the check already collects a metric, then
+    ## metric definitions here take precedence. Metrics may be defined in 3 ways:
+    ##
+    ## 1. If the item is a string, then it represents the exposed metric name, and
+    ##    the sent metric name will be identical. For example:
+    ##
+    ##      extra_metrics:
+    ##      - <METRIC_1>
+    ##      - <METRIC_2>
+    ## 2. If the item is a mapping, then the keys represent the exposed metric names.
+    ##
+    ##      a. If a value is a string, then it represents the sent metric name. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>: <SENT_METRIC_1>
+    ##           - <EXPOSED_METRIC_2>: <SENT_METRIC_2>
+    ##      b. If a value is a mapping, then it must have a `name` and/or `type` key.
+    ##         The `name` represents the sent metric name, and the `type` represents how
+    ##         the metric should be handled, overriding any type information the endpoint
+    ##         may provide. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>:
+    ##               name: <SENT_METRIC_1>
+    ##               type: <METRIC_TYPE_1>
+    ##           - <EXPOSED_METRIC_2>:
+    ##               name: <SENT_METRIC_2>
+    ##               type: <METRIC_TYPE_2>
+    ##
+    ##         The supported native types are `gauge`, `counter`, `histogram`, and `summary`.
+    ##
+    ## Note: To collect counter metrics with names ending in `_total`, specify the metric name without the `_total`
+    ## suffix. For example, to collect the counter metric `promhttp_metric_handler_requests_total`, specify
+    ## `promhttp_metric_handler_requests`. This submits to Datadog the metric name appended with `.count`.
+    ## For more information, see:
+    ## https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#suffixes
+    ##
+    ## Regular expressions may be used to match the exposed metric names, for example:
+    ##
+    ##   extra_metrics:
+    ##   - ^network_(ingress|egress)_.+
+    ##   - .+:
+    ##       type: gauge
+    #
+    # extra_metrics: []
+
+    ## @param exclude_metrics - list of strings - optional
+    ## A list of metrics to exclude, with each entry being either
+    ## the exact metric name or a regular expression.
+    ## In order to exclude all metrics but the ones matching a specific filter,
+    ## you can use a negative lookahead regex like:
+    ##   - ^(?!foo).*$
+    #
+    # exclude_metrics: []
+
+    ## @param exclude_metrics_by_labels - mapping - optional
+    ## A mapping of labels to exclude metrics with matching label name and their corresponding metric values. To match
+    ## all values of a label, set it to `true`.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    ##
+    ## For example, the following configuration instructs the check to exclude all metrics with
+    ## a label `worker` or a label `pid` with the value of either `23` or `42`.
+    ##
+    ##   exclude_metrics_by_labels:
+    ##     worker: true
+    ##     pid:
+    ##     - '23'
+    ##     - '42'
+    #
+    # exclude_metrics_by_labels: {}
+
+    ## @param exclude_labels - list of strings - optional
+    ## A list of labels to exclude, useful for high cardinality values like timestamps or UUIDs.
+    ## May be used in conjunction with `include_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # exclude_labels: []
+
+    ## @param include_labels - list of strings - optional
+    ## A list of labels to include. May be used in conjunction with `exclude_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # include_labels: []
+
+    ## @param rename_labels - mapping - optional
+    ## A mapping of label names to their new names.
+    #
+    # rename_labels:
+    #   <LABEL_NAME_1>: <NEW_LABEL_NAME_1>
+    #   <LABEL_NAME_2>: <NEW_LABEL_NAME_2>
+
+    ## @param enable_health_service_check - boolean - optional - default: true
+    ## Whether or not to send a service check named `<NAMESPACE>.openmetrics.health` which reports
+    ## the health of the `openmetrics_endpoint`.
+    #
+    # enable_health_service_check: true
+
+    ## @param ignore_connection_errors - boolean - optional - default: false
+    ## Whether or not to ignore connection errors when scraping `openmetrics_endpoint`.
+    #
+    # ignore_connection_errors: false
+
+    ## @param hostname_label - string - optional
+    ## Override the hostname for every metric submission with the value of one of its labels.
+    #
+    # hostname_label: <HOSTNAME_LABEL>
+
+    ## @param hostname_format - string - optional
+    ## When `hostname_label` is set, this instructs the check how to format the values. The string
+    ## `<HOSTNAME>` is replaced by the value of the label defined by `hostname_label`.
+    #
+    # hostname_format: <HOSTNAME>
+
+    ## @param collect_histogram_buckets - boolean - optional - default: true
+    ## Whether or not to send histogram buckets.
+    #
+    # collect_histogram_buckets: true
+
+    ## @param non_cumulative_histogram_buckets - boolean - optional - default: false
+    ## Whether or not histogram buckets are non-cumulative and to come with a `lower_bound` tag.
+    #
+    # non_cumulative_histogram_buckets: false
+
+    ## @param histogram_buckets_as_distributions - boolean - optional - default: false
+    ## Whether or not to send histogram buckets as Datadog distribution metrics. This implicitly
+    ## enables the `collect_histogram_buckets` and `non_cumulative_histogram_buckets` options.
+    ##
+    ## Learn more about distribution metrics:
+    ## https://docs.datadoghq.com/developers/metrics/types/?tab=distribution#metric-types
+    #
+    # histogram_buckets_as_distributions: false
+
+    ## @param collect_counters_with_distributions - boolean - optional - default: false
+    ## Whether or not to also collect the observation counter metrics ending in `.sum` and `.count`
+    ## when sending histogram buckets as Datadog distribution metrics. This implicitly enables the
+    ## `histogram_buckets_as_distributions` option.
+    #
+    # collect_counters_with_distributions: false
+
+    ## @param use_process_start_time - boolean - optional - default: false
+    ## Whether to enable a heuristic for reporting counter values on the first scrape. When true,
+    ## the first time an endpoint is scraped, check `process_start_time_seconds` to decide whether zero
+    ## initial value can be assumed for counters. This requires keeping metrics in memory until the entire
+    ## response is received.
+    #
+    # use_process_start_time: false
+
+    ## @param share_labels - mapping - optional
+    ## This mapping allows for the sharing of labels across multiple metrics. The keys represent the
+    ## exposed metrics from which to share labels, and the values are mappings that configure the
+    ## sharing behavior. Each mapping must have at least one of the following keys:
+    ##
+    ##   labels - This is a list of labels to share. All labels are shared if this is not set.
+    ##   match - This is a list of labels to match on other metrics as a condition for sharing.
+    ##   values - This is a list of allowed values as a condition for sharing.
+    ##
+    ## To unconditionally share all labels of a metric, set it to `true`.
+    ##
+    ## For example, the following configuration instructs the check to apply all labels from `metric_a`
+    ## to all other metrics, the `node` label from `metric_b` to only those metrics that have a `pod`
+    ## label value that matches the `pod` label value of `metric_b`, and all labels from `metric_c`
+    ## to all other metrics if their value is equal to `23` or `42`.
+    ##
+    ##   share_labels:
+    ##     metric_a: true
+    ##     metric_b:
+    ##       labels:
+    ##       - node
+    ##       match:
+    ##       - pod
+    ##     metric_c:
+    ##       values:
+    ##       - 23
+    ##       - 42
+    #
+    # share_labels: {}
+
+    ## @param cache_shared_labels - boolean - optional - default: true
+    ## When `share_labels` is set, it instructs the check to cache labels collected from the first payload
+    ## for improved performance.
+    ##
+    ## Set this to `false` to compute label sharing for every payload at the risk of potentially increased memory usage.
+    #
+    # cache_shared_labels: true
+
+    ## @param raw_line_filters - list of strings - optional
+    ## A list of regular expressions used to exclude lines read from the `openmetrics_endpoint`
+    ## from being parsed.
+    #
+    # raw_line_filters: []
+
+    ## @param cache_metric_wildcards - boolean - optional - default: true
+    ## Whether or not to cache data from metrics that are defined by regular expressions rather
+    ## than the full metric name.
+    #
+    # cache_metric_wildcards: true
+
+    ## @param telemetry - boolean - optional - default: false
+    ## Whether or not to submit metrics prefixed by `<NAMESPACE>.telemetry.` for debugging purposes.
+    #
+    # telemetry: false
+
+    ## @param ignore_tags - list of strings - optional
+    ## A list of regular expressions used to ignore tags added by Autodiscovery and entries in the `tags` option.
+    #
+    # ignore_tags:
+    #   - <FULL:TAG>
+    #   - <TAG_PREFIX:.*>
+    #   - <TAG_SUFFIX$>
+
+    ## @param proxy - mapping - optional
+    ## This overrides the `proxy` setting in `init_config`.
+    ##
+    ## Set HTTP or HTTPS proxies for this instance. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported, for example:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## This overrides the `skip_proxy` setting in `init_config`.
+    ##
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param auth_type - string - optional - default: basic
+    ## The type of authentication to use. The available types (and related options) are:
+    ##
+    ##   - basic
+    ##     |__ username
+    ##     |__ password
+    ##     |__ use_legacy_auth_encoding
+    ##   - digest
+    ##     |__ username
+    ##     |__ password
+    ##   - ntlm
+    ##     |__ ntlm_domain
+    ##     |__ password
+    ##   - kerberos
+    ##     |__ kerberos_auth
+    ##     |__ kerberos_cache
+    ##     |__ kerberos_delegate
+    ##     |__ kerberos_force_initiate
+    ##     |__ kerberos_hostname
+    ##     |__ kerberos_keytab
+    ##     |__ kerberos_principal
+    ##   - aws
+    ##     |__ aws_region
+    ##     |__ aws_host
+    ##     |__ aws_service
+    ##
+    ## The `aws` auth type relies on boto3 to automatically gather AWS credentials, for example: from `.aws/credentials`.
+    ## Details: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#configuring-credentials
+    #
+    # auth_type: basic
+
+    ## @param use_legacy_auth_encoding - boolean - optional - default: true
+    ## When `auth_type` is set to `basic`, this determines whether to encode as `latin1` rather than `utf-8`.
+    #
+    # use_legacy_auth_encoding: true
+
+    ## @param username - string - optional
+    ## The username to use if services are behind basic or digest auth.
+    #
+    # username: <USERNAME>
+
+    ## @param password - string - optional
+    ## The password to use if services are behind basic or NTLM auth.
+    #
+    # password: <PASSWORD>
+
+    ## @param ntlm_domain - string - optional
+    ## If your services use NTLM authentication, specify
+    ## the domain used in the check. For NTLM Auth, append
+    ## the username to domain, not as the `username` parameter.
+    #
+    # ntlm_domain: <NTLM_DOMAIN>\<USERNAME>
+
+    ## @param kerberos_auth - string - optional - default: disabled
+    ## If your services use Kerberos authentication, you can specify the Kerberos
+    ## strategy to use between:
+    ##
+    ##   - required
+    ##   - optional
+    ##   - disabled
+    ##
+    ## See https://github.com/requests/requests-kerberos#mutual-authentication
+    #
+    # kerberos_auth: disabled
+
+    ## @param kerberos_cache - string - optional
+    ## Sets the KRB5CCNAME environment variable.
+    ## It should point to a credential cache with a valid TGT.
+    #
+    # kerberos_cache: <KERBEROS_CACHE>
+
+    ## @param kerberos_delegate - boolean - optional - default: false
+    ## Set to `true` to enable Kerberos delegation of credentials to a server that requests delegation.
+    ##
+    ## See https://github.com/requests/requests-kerberos#delegation
+    #
+    # kerberos_delegate: false
+
+    ## @param kerberos_force_initiate - boolean - optional - default: false
+    ## Set to `true` to preemptively initiate the Kerberos GSS exchange and
+    ## present a Kerberos ticket on the initial request (and all subsequent).
+    ##
+    ## See https://github.com/requests/requests-kerberos#preemptive-authentication
+    #
+    # kerberos_force_initiate: false
+
+    ## @param kerberos_hostname - string - optional
+    ## Override the hostname used for the Kerberos GSS exchange if its DNS name doesn't
+    ## match its Kerberos hostname, for example: behind a content switch or load balancer.
+    ##
+    ## See https://github.com/requests/requests-kerberos#hostname-override
+    #
+    # kerberos_hostname: <KERBEROS_HOSTNAME>
+
+    ## @param kerberos_principal - string - optional
+    ## Set an explicit principal, to force Kerberos to look for a
+    ## matching credential cache for the named user.
+    ##
+    ## See https://github.com/requests/requests-kerberos#explicit-principal
+    #
+    # kerberos_principal: <KERBEROS_PRINCIPAL>
+
+    ## @param kerberos_keytab - string - optional
+    ## Set the path to your Kerberos key tab file.
+    #
+    # kerberos_keytab: <KEYTAB_FILE_PATH>
+
+    ## @param auth_token - mapping - optional
+    ## This allows for the use of authentication information from dynamic sources.
+    ## Both a reader and writer must be configured.
+    ##
+    ## The available readers are:
+    ##
+    ##   - type: file
+    ##     path (required): The absolute path for the file to read from.
+    ##     pattern: A regular expression pattern with a single capture group used to find the
+    ##              token rather than using the entire file, for example: Your secret is (.+)
+    ##   - type: oauth
+    ##     url (required): The token endpoint.
+    ##     client_id (required): The client identifier.
+    ##     client_secret (required): The client secret.
+    ##     basic_auth: Whether the provider expects credentials to be transmitted in
+    ##                 an HTTP Basic Auth header. The default is: false
+    ##     options: Mapping of additional options to pass to the provider, such as the audience
+    ##              or the scope. For example:
+    ##                 options:
+    ##                   audience: https://example.com
+    ##                   scope: read:example
+    ##
+    ## The available writers are:
+    ##
+    ##   - type: header
+    ##     name (required): The name of the field, for example: Authorization
+    ##     value: The template value, for example `Bearer <TOKEN>`. The default is: <TOKEN>
+    ##     placeholder: The substring in `value` to replace with the token, defaults to: <TOKEN>
+    #
+    # auth_token:
+    #   reader:
+    #     type: <READER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+    #   writer:
+    #     type: <WRITER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+
+    ## @param aws_region - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the region.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_region: <AWS_REGION>
+
+    ## @param aws_host - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the host.
+    ## This only needs the hostname and does not require the protocol (HTTP, HTTPS, and more).
+    ## For example, if connecting to https://us-east-1.amazonaws.com/, set `aws_host` to `us-east-1.amazonaws.com`.
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_host: <AWS_HOST>
+
+    ## @param aws_service - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the service code. For a list
+    ## of available service codes, see https://docs.aws.amazon.com/general/latest/gr/rande.html
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_service: <AWS_SERVICE>
+
+    ## @param tls_verify - boolean - optional - default: true
+    ## Instructs the check to validate the TLS certificate of services.
+    #
+    # tls_verify: true
+
+    ## @param tls_use_host_header - boolean - optional - default: false
+    ## If a `Host` header is set, this enables its use for SNI (matching against the TLS certificate CN or SAN).
+    #
+    # tls_use_host_header: false
+
+    ## @param tls_ignore_warning - boolean - optional - default: false
+    ## If `tls_verify` is disabled, security warnings are logged by the check.
+    ## Disable those by setting `tls_ignore_warning` to true.
+    #
+    # tls_ignore_warning: false
+
+    ## @param tls_cert - string - optional
+    ## The path to a single file in PEM format containing a certificate as well as any
+    ## number of CA certificates needed to establish the certificate's authenticity for
+    ## use when connecting to services. It may also contain an unencrypted private key to use.
+    #
+    # tls_cert: <CERT_PATH>
+
+    ## @param tls_private_key - string - optional
+    ## The unencrypted private key to use for `tls_cert` when connecting to services. This is
+    ## required if `tls_cert` is set and it does not already contain a private key.
+    #
+    # tls_private_key: <PRIVATE_KEY_PATH>
+
+    ## @param tls_ca_cert - string - optional
+    ## The path to a file of concatenated CA certificates in PEM format or a directory
+    ## containing several CA certificates in PEM format. If a directory, the directory
+    ## must have been processed using the `openssl rehash` command. See:
+    ## https://www.openssl.org/docs/man3.2/man1/c_rehash.html
+    #
+    # tls_ca_cert: <CA_CERT_PATH>
+
+    ## @param tls_protocols_allowed - list of strings - optional
+    ## The expected versions of TLS/SSL when fetching intermediate certificates.
+    ## Only `SSLv3`, `TLSv1.2`, `TLSv1.3` are allowed by default. The possible values are:
+    ##   SSLv3
+    ##   TLSv1
+    ##   TLSv1.1
+    ##   TLSv1.2
+    ##   TLSv1.3
+    #
+    # tls_protocols_allowed:
+    #   - SSLv3
+    #   - TLSv1.2
+    #   - TLSv1.3
+
+    ## @param headers - mapping - optional
+    ## The headers parameter allows you to send specific headers with every request.
+    ## You can use it for explicitly specifying the host header or adding headers for
+    ## authorization purposes.
+    ##
+    ## This overrides any default headers.
+    #
+    # headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param extra_headers - mapping - optional
+    ## Additional headers to send with every request.
+    #
+    # extra_headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for accessing services.
+    ##
+    ## This overrides the `timeout` setting in `init_config`.
+    #
+    # timeout: 10
+
+    ## @param connect_timeout - number - optional
+    ## The connect timeout for accessing services. Defaults to `timeout`.
+    #
+    # connect_timeout: <CONNECT_TIMEOUT>
+
+    ## @param read_timeout - number - optional
+    ## The read timeout for accessing services. Defaults to `timeout`.
+    #
+    # read_timeout: <READ_TIMEOUT>
+
+    ## @param request_size - number - optional - default: 16
+    ## The number of kibibytes (KiB) to read from streaming HTTP responses at a time.
+    #
+    # request_size: 16
+
+    ## @param log_requests - boolean - optional - default: false
+    ## Whether or not to debug log the HTTP(S) requests made, including the method and URL.
+    #
+    # log_requests: false
+
+    ## @param persist_connections - boolean - optional - default: false
+    ## Whether or not to persist cookies and use connection pooling for improved performance.
+    #
+    # persist_connections: false
+
+    ## @param allow_redirects - boolean - optional - default: true
+    ## Whether or not to allow URL redirection.
+    #
+    # allow_redirects: true
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 15
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    #
+    # min_collection_interval: 15
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
+
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: file
+#     path: /var/log/application.log
+#     source: quarkus
+#     service: quarkus-app
diff --git a/quarkus/datadog_checks/quarkus/metrics.py b/quarkus/datadog_checks/quarkus/metrics.py
new file mode 100644
index 0000000000000..a753aa86c965c
--- /dev/null
+++ b/quarkus/datadog_checks/quarkus/metrics.py
@@ -0,0 +1,53 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+gauges_counters = {
+    'http_server_active_requests': 'http_server.active_requests',
+    'http_server_bytes_read_max': 'http_server.bytes_read.max',
+    'http_server_bytes_written_max': 'http_server.bytes_written.max',
+    'http_server_connections_seconds_max': 'http_server.connections.seconds.max',
+    'http_server_requests_seconds_max': 'http_server.requests.seconds.max',
+    'jvm_buffer_count_buffers': 'jvm.buffer.count_buffers',
+    'jvm_buffer_memory_used_bytes': 'jvm.buffer.memory_used.bytes',
+    'jvm_buffer_total_capacity_bytes': 'jvm.buffer.total_capacity.bytes',
+    'jvm_classes_loaded_classes': 'jvm.classes.loaded_classes',
+    'jvm_gc_live_data_size_bytes': 'jvm.gc.live_data_size.bytes',
+    'jvm_gc_max_data_size_bytes': 'jvm.gc.max_data_size.bytes',
+    'jvm_gc_overhead': 'jvm.gc.overhead',
+    'jvm_memory_committed_bytes': 'jvm.memory.committed.bytes',
+    'jvm_memory_max_bytes': 'jvm.memory.max.bytes',
+    'jvm_memory_usage_after_gc': 'jvm.memory.usage_after_gc',
+    'jvm_memory_used_bytes': 'jvm.memory.used.bytes',
+    'jvm_threads_daemon_threads': 'jvm.threads.daemon_threads',
+    'jvm_threads_live_threads': 'jvm.threads.live_threads',
+    'jvm_threads_peak_threads': 'jvm.threads.peak_threads',
+    'jvm_threads_states_threads': 'jvm.threads.states_threads',
+    'netty_allocator_memory_pinned': 'netty.allocator.memory.pinned',
+    'netty_allocator_memory_used': 'netty.allocator.memory.used',
+    'netty_allocator_pooled_arenas': 'netty.allocator.pooled.arenas',
+    'netty_allocator_pooled_cache_size': 'netty.allocator.pooled.cache_size',
+    'netty_allocator_pooled_chunk_size': 'netty.allocator.pooled.chunk_size',
+    'netty_allocator_pooled_threadlocal_caches': 'netty.allocator.pooled.threadlocal_caches',
+    'netty_eventexecutor_tasks_pending': 'netty.eventexecutor.tasks_pending',
+    'process_cpu_usage': 'process.cpu.usage',
+    'process_files_max_files': 'process.files.max_files',
+    'process_files_open_files': 'process.files.open_files',
+    'process_uptime_seconds': 'process.uptime.seconds',
+    'system_cpu_count': 'system.cpu.count',
+    'system_cpu_usage': 'system.cpu.usage',
+    'system_load_average_1m': 'system.load_average_1m',
+    'worker_pool_active': 'worker_pool.active',
+    'worker_pool_idle': 'worker_pool.idle',
+    'worker_pool_queue_delay_seconds_max': 'worker_pool.queue.delay.seconds.max',
+    'worker_pool_queue_size': 'worker_pool.queue.size',
+    'worker_pool_ratio': 'worker_pool.ratio',
+    'worker_pool_usage_seconds_max': 'worker_pool.usage.seconds.max',
+}
+summaries = {
+    'http_server_bytes_read': 'http_server.bytes_read',
+    'http_server_bytes_written': 'http_server.bytes_written',
+    'http_server_requests_seconds': 'http_server.requests.seconds',
+    'worker_pool_queue_delay_seconds': 'worker_pool.queue.delay.seconds',
+    'worker_pool_usage_seconds': 'worker_pool.usage.seconds',
+}
+METRIC_MAP = {**gauges_counters, **summaries}
diff --git a/quarkus/hatch.toml b/quarkus/hatch.toml
new file mode 100644
index 0000000000000..c85c5f07a7df2
--- /dev/null
+++ b/quarkus/hatch.toml
@@ -0,0 +1,4 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
diff --git a/quarkus/manifest.json b/quarkus/manifest.json
new file mode 100644
index 0000000000000..08b4f7f7cea90
--- /dev/null
+++ b/quarkus/manifest.json
@@ -0,0 +1,64 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "78e72ed2-6ea6-4186-9e57-2015a4a52afc",
+  "app_id": "quarkus",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Monitor your application built with Quarkus.",
+    "title": "Quarkus",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Metrics",
+      "Category::Log Collection",
+      "Offering::Integration",
+      "Queried Data Type::Metrics",
+      "Submitted Data Type::Metrics"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 29763785,
+      "source_type_name": "Quarkus",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "quarkus.",
+        "check": "quarkus.process.cpu.usage",
+        "metadata_path": "metadata.csv"
+      },
+      "process_signatures": [
+        "java quarkus-run.jar"
+      ],
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Quarkus Overview": "assets/dashboards/overview.json"
+    },
+    "saved_views": {
+      "errors": "assets/saved_views/errors.json"
+    },
+    "monitors": {
+      "Long Requests": "assets/monitors/long_requests.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/quarkus/metadata.csv b/quarkus/metadata.csv
new file mode 100644
index 0000000000000..4e4869d8325eb
--- /dev/null
+++ b/quarkus/metadata.csv
@@ -0,0 +1,51 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+quarkus.http_server.active_requests,gauge,,request,,Requests to the server that are active right now.,0,quarkus,,,
+quarkus.http_server.bytes_read.count,count,,,,Number of times some bytes were received by the server.,0,quarkus,,,
+quarkus.http_server.bytes_read.max,gauge,,byte,,Maximum number of bytes currently received by the server.,0,quarkus,,,
+quarkus.http_server.bytes_read.sum,count,,byte,,Total number of bytes received by the server since it started.,0,quarkus,,,
+quarkus.http_server.bytes_written.count,count,,,,Number of times some bytes were by the server.,0,quarkus,,,
+quarkus.http_server.bytes_written.max,gauge,,byte,,Current maximum number of bytes sent by the server.,0,quarkus,,,
+quarkus.http_server.bytes_written.sum,count,,byte,,Total number of bytes sent by the server.,0,quarkus,,,
+quarkus.http_server.connections.seconds.max,gauge,,second,,The duration of the connections in seconds.,0,quarkus,,,
+quarkus.http_server.requests.seconds.count,count,,,,The number of requests observed so far.,0,quarkus,,,
+quarkus.http_server.requests.seconds.max,gauge,,second,,The current longest request duration in seconds.,0,quarkus,,,
+quarkus.http_server.requests.seconds.sum,count,,second,,Total number of seconds that all requests took so far.,0,quarkus,,,
+quarkus.jvm.buffer.count_buffers,gauge,,buffer,,An estimate of the number of buffers in the pool.,0,quarkus,,,
+quarkus.jvm.buffer.memory_used.bytes,gauge,,byte,,An estimate of the memory that the Java virtual machine is using for this buffer pool.,0,quarkus,,,
+quarkus.jvm.buffer.total_capacity.bytes,gauge,,byte,,An estimate of the total capacity of the buffers in this pool.,0,quarkus,,,
+quarkus.jvm.classes.loaded_classes,gauge,,,,The number of classes that are currently loaded in the Java virtual machine.,0,quarkus,,,
+quarkus.jvm.gc.live_data_size.bytes,gauge,,byte,,Size of long-lived heap memory pool after reclamation.,0,quarkus,,,
+quarkus.jvm.gc.max_data_size.bytes,gauge,,byte,,Max size of long-lived heap memory pool.,0,quarkus,,,
+quarkus.jvm.gc.overhead,gauge,,,,"An approximation of the percent of CPU time used by GC activities over the last lookback period or since monitoring began, whichever is shorter, in the range [0..1].",0,quarkus,,,
+quarkus.jvm.memory.committed.bytes,gauge,,byte,,The amount of memory in bytes that is committed for the Java virtual machine to use.,0,quarkus,,,
+quarkus.jvm.memory.max.bytes,gauge,,byte,,The maximum amount of memory in bytes that can be used for memory management.,0,quarkus,,,
+quarkus.jvm.memory.usage_after_gc,gauge,,fraction,,"The percentage of long-lived heap pool used after the last GC event, in the range [0..1].",0,quarkus,,,
+quarkus.jvm.memory.used.bytes,gauge,,byte,,The amount of used memory.,0,quarkus,,,
+quarkus.jvm.threads.daemon_threads,gauge,,thread,,The current number of live daemon threads.,0,quarkus,,,
+quarkus.jvm.threads.live_threads,gauge,,thread,,The current number of live threads including both daemon and non-daemon threads.,0,quarkus,,,
+quarkus.jvm.threads.peak_threads,gauge,,thread,,The peak live thread count since the Java virtual machine started or peak was reset.,0,quarkus,,,
+quarkus.jvm.threads.states_threads,gauge,,thread,,The current number of threads.,0,quarkus,,,
+quarkus.netty.allocator.memory.pinned,gauge,,byte,,"Size, in bytes, of the memory that the allocated buffer uses.",0,quarkus,,,
+quarkus.netty.allocator.memory.used,gauge,,byte,,"Size, in bytes, of the memory that the allocator uses.",0,quarkus,,,
+quarkus.netty.allocator.pooled.arenas,gauge,,byte,,Number of arenas for a pooled allocator.,0,quarkus,,,
+quarkus.netty.allocator.pooled.cache_size,gauge,,byte,,"Size, in bytes, of the cache for a pooled allocator.",0,quarkus,,,
+quarkus.netty.allocator.pooled.chunk_size,gauge,,byte,,"Size, in bytes, of memory chunks for a pooled allocator.",0,quarkus,,,
+quarkus.netty.allocator.pooled.threadlocal_caches,gauge,,,,Number of ThreadLocal caches for a pooled allocator.,0,quarkus,,,
+quarkus.netty.eventexecutor.tasks_pending,gauge,,task,,Number of pending tasks in the event executor.,0,quarkus,,,
+quarkus.process.cpu.usage,gauge,,,,The recent cpu usage for the Java Virtual Machine process.,0,quarkus,,,
+quarkus.process.files.max_files,gauge,,file,,The maximum file descriptor count.,0,quarkus,,,
+quarkus.process.files.open_files,gauge,,file,,The open file descriptor count.,0,quarkus,,,
+quarkus.process.uptime.seconds,gauge,,second,,The uptime of the Java virtual machine.,0,quarkus,,,
+quarkus.system.cpu.count,gauge,,,,The number of processors available to the Java virtual machine.,0,quarkus,,,
+quarkus.system.cpu.usage,gauge,,,,The recent cpu usage of the system the application is running in.,0,quarkus,,,
+quarkus.system.load_average_1m,gauge,,,,The sum of the number of runnable entities queued to available processors and the number of runnable entities running on the available processors averaged over a period of time.,0,quarkus,,,
+quarkus.worker_pool.active,gauge,,,,The number of resources from the pool currently used.,0,quarkus,,,
+quarkus.worker_pool.idle,gauge,,,,The number of resources from the pool currently used.,0,quarkus,,,
+quarkus.worker_pool.queue.delay.seconds.count,count,,,,Number of items that spent time in the waiting queue before being processed.,0,quarkus,,,
+quarkus.worker_pool.queue.delay.seconds.max,gauge,,second,,Current maximum time spent in the waiting queue before being processed.,0,quarkus,,,
+quarkus.worker_pool.queue.delay.seconds.sum,count,,,,Total time spent in the waiting queue before being processed.,0,quarkus,,,
+quarkus.worker_pool.queue.size,gauge,,,,Number of pending elements in the waiting queue.,0,quarkus,,,
+quarkus.worker_pool.ratio,gauge,,fraction,,Ratio of workers being used at the moment.,0,quarkus,,,
+quarkus.worker_pool.usage.seconds.count,count,,second,,Number of times resources from the pool were being used.,0,quarkus,,,
+quarkus.worker_pool.usage.seconds.max,gauge,,second,,Maximum time spent using resources from the pool.,0,quarkus,,,
+quarkus.worker_pool.usage.seconds.sum,count,,second,,Total time spent using resources from the pool.,0,quarkus,,,
diff --git a/quarkus/pyproject.toml b/quarkus/pyproject.toml
new file mode 100644
index 0000000000000..fe7cf0e23997a
--- /dev/null
+++ b/quarkus/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-quarkus"
+description = "The Quarkus check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "quarkus",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=37.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/quarkus/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/quarkus",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/quarkus/tests/__init__.py b/quarkus/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/quarkus/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/quarkus/tests/conftest.py b/quarkus/tests/conftest.py
new file mode 100644
index 0000000000000..1e8d20eae623f
--- /dev/null
+++ b/quarkus/tests/conftest.py
@@ -0,0 +1,29 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import copy
+from pathlib import Path
+
+import pytest
+
+from datadog_checks.dev import docker_run
+from datadog_checks.dev.conditions import CheckEndpoints
+
+INSTANCE = {'openmetrics_endpoint': 'http://localhost:8080/q/metrics'}
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    compose_file = str(Path(__file__).parent.absolute() / 'docker' / 'docker-compose.yaml')
+    conditions = [
+        CheckEndpoints(INSTANCE["openmetrics_endpoint"]),
+    ]
+    with docker_run(compose_file, conditions=conditions):
+        yield {
+            'instances': [INSTANCE],
+        }
+
+
+@pytest.fixture
+def instance():
+    return copy.deepcopy(INSTANCE)
diff --git a/quarkus/tests/docker/README.md b/quarkus/tests/docker/README.md
new file mode 100644
index 0000000000000..51ee36d9d6ef9
--- /dev/null
+++ b/quarkus/tests/docker/README.md
@@ -0,0 +1,10 @@
+To test an example Quarkus app that exposed metrics, we took the documented example from here:
+https://github.com/quarkusio/quarkus-quickstarts/tree/1347e49b4441e43c3faac3b3953dd5e988af379b/micrometer-quickstart
+
+We then used this StackOverflow post to write a Dockerfile that would build the app:
+https://stackoverflow.com/a/75759520
+
+We needed the following tweaks:
+
+- Tweak `.dockerignore` to stop ignoring all files.
+- Disable the step `RUN ./mvnw dependency:go-offline -B` in the Dockerfile.
diff --git a/quarkus/tests/docker/docker-compose.yaml b/quarkus/tests/docker/docker-compose.yaml
new file mode 100755
index 0000000000000..1f07754eca0d1
--- /dev/null
+++ b/quarkus/tests/docker/docker-compose.yaml
@@ -0,0 +1,6 @@
+services:
+
+  quarkus-app:
+    build: micrometer-quickstart
+    ports:
+      - "8080:8080"
diff --git a/quarkus/tests/docker/micrometer-quickstart/.dockerignore b/quarkus/tests/docker/micrometer-quickstart/.dockerignore
new file mode 100644
index 0000000000000..7b6be1b3d4556
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/.dockerignore
@@ -0,0 +1,4 @@
+!target/*-runner
+!target/*-runner.jar
+!target/lib/*
+!target/quarkus-app/
diff --git a/quarkus/tests/docker/micrometer-quickstart/.gitignore b/quarkus/tests/docker/micrometer-quickstart/.gitignore
new file mode 100644
index 0000000000000..087a18358fe57
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/.gitignore
@@ -0,0 +1,35 @@
+# Eclipse
+.project
+.classpath
+.settings/
+bin/
+
+# IntelliJ
+.idea
+*.ipr
+*.iml
+*.iws
+
+# NetBeans
+nb-configuration.xml
+
+# Visual Studio Code
+.vscode
+
+# OSX
+.DS_Store
+
+# Vim
+*.swp
+*.swo
+
+# patch
+*.orig
+*.rej
+
+# Maven
+target/
+pom.xml.tag
+pom.xml.releaseBackup
+pom.xml.versionsBackup
+release.properties
\ No newline at end of file
diff --git a/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.jar b/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.jar
new file mode 100644
index 0000000000000..7967f30dd1d25
Binary files /dev/null and b/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.jar differ
diff --git a/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.properties b/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.properties
new file mode 100644
index 0000000000000..9548abd8e8c0e
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/.mvn/wrapper/maven-wrapper.properties
@@ -0,0 +1,20 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+wrapperVersion=3.3.2
+distributionType=bin
+distributionUrl=https://repo.maven.apache.org/maven2/org/apache/maven/apache-maven/3.9.9/apache-maven-3.9.9-bin.zip
+wrapperUrl=https://repo.maven.apache.org/maven2/org/apache/maven/wrapper/maven-wrapper/3.3.2/maven-wrapper-3.3.2.jar
diff --git a/quarkus/tests/docker/micrometer-quickstart/Dockerfile b/quarkus/tests/docker/micrometer-quickstart/Dockerfile
new file mode 100644
index 0000000000000..09f4137121700
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/Dockerfile
@@ -0,0 +1,52 @@
+# Use the official JDK 19 image as the base image for the build stage
+FROM openjdk:19-jdk AS build
+
+# Enable preview features
+ENV JAVA_OPTS="--enable-preview"
+
+# Set the working directory
+WORKDIR /app
+
+# Copy the Maven wrapper
+COPY ./mvnw .
+COPY ./.mvn .mvn
+
+# Copy the pom.xml file
+COPY ./pom.xml .
+
+# The StackOverflow post where we got this dockerfile included the steps to download the deps.
+# This didn't work for us, so we disabled it.
+# https://stackoverflow.com/a/75759520
+# ENV HTTP_PROXY="http://host.docker.internal:3128"
+# ENV HTTPS_PROXY="http://host.docker.internal:3128"
+# ENV http_proxy="http://host.docker.internal:3128"
+# ENV https_proxy="http://host.docker.internal:3128"
+# ENV MAVEN_OPTS="-Dhttp.proxyHost=host.docker.internal -Dhttp.proxyPort=3128 -Dhttps.proxyHost=host.docker.internal -Dhttps.proxyPort=3128 --enable-preview"
+# Download dependencies and cache them
+# RUN ./mvnw dependency:go-offline -B
+
+# Copy the source code
+COPY ./src .
+
+# Compile and package the application
+RUN ./mvnw package -Dmaven.test.skip=true -Dmaven.javadoc.skip=true -B -V
+
+
+# Use the official JDK 19 image as the base image for the runtime stage
+FROM openjdk:19-jdk AS runtime
+
+# Enable preview features
+ENV JAVA_OPTS="-Dquarkus.http.host=0.0.0.0 -Djava.util.logging.manager=org.jboss.logmanager.LogManager --enable-preview"
+
+# Set the working directory
+WORKDIR /app
+
+# Copy the build artifacts from the build stage
+#COPY --from=build /app/target/quarkus-app/quarkus-run.jar /app/app.jar
+COPY --from=build /app/target/quarkus-app/lib/ /app/lib/
+COPY --from=build /app/target/quarkus-app/*.jar /app/
+COPY --from=build /app/target/quarkus-app/app/ /app/app/
+COPY --from=build /app/target/quarkus-app/quarkus/ /app/quarkus/
+
+# Set the entrypoint and command to run the application
+ENTRYPOINT ["sh", "-c", "java $JAVA_OPTS -jar /app/quarkus-run.jar"]
diff --git a/quarkus/tests/docker/micrometer-quickstart/README.md b/quarkus/tests/docker/micrometer-quickstart/README.md
new file mode 100644
index 0000000000000..500cfac084a17
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/README.md
@@ -0,0 +1 @@
+Quarkus guide: https://quarkus.io/guides/micrometer
diff --git a/quarkus/tests/docker/micrometer-quickstart/mvnw b/quarkus/tests/docker/micrometer-quickstart/mvnw
new file mode 100755
index 0000000000000..5e9618cac26d1
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/mvnw
@@ -0,0 +1,332 @@
+#!/bin/sh
+# ----------------------------------------------------------------------------
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+# ----------------------------------------------------------------------------
+
+# ----------------------------------------------------------------------------
+# Apache Maven Wrapper startup batch script, version 3.3.2
+#
+# Required ENV vars:
+# ------------------
+#   JAVA_HOME - location of a JDK home dir
+#
+# Optional ENV vars
+# -----------------
+#   MAVEN_OPTS - parameters passed to the Java VM when running Maven
+#     e.g. to debug Maven itself, use
+#       set MAVEN_OPTS=-Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=y,address=8000
+#   MAVEN_SKIP_RC - flag to disable loading of mavenrc files
+# ----------------------------------------------------------------------------
+
+if [ -z "$MAVEN_SKIP_RC" ]; then
+
+  if [ -f /usr/local/etc/mavenrc ]; then
+    . /usr/local/etc/mavenrc
+  fi
+
+  if [ -f /etc/mavenrc ]; then
+    . /etc/mavenrc
+  fi
+
+  if [ -f "$HOME/.mavenrc" ]; then
+    . "$HOME/.mavenrc"
+  fi
+
+fi
+
+# OS specific support.  $var _must_ be set to either true or false.
+cygwin=false
+darwin=false
+mingw=false
+case "$(uname)" in
+CYGWIN*) cygwin=true ;;
+MINGW*) mingw=true ;;
+Darwin*)
+  darwin=true
+  # Use /usr/libexec/java_home if available, otherwise fall back to /Library/Java/Home
+  # See https://developer.apple.com/library/mac/qa/qa1170/_index.html
+  if [ -z "$JAVA_HOME" ]; then
+    if [ -x "/usr/libexec/java_home" ]; then
+      JAVA_HOME="$(/usr/libexec/java_home)"
+      export JAVA_HOME
+    else
+      JAVA_HOME="/Library/Java/Home"
+      export JAVA_HOME
+    fi
+  fi
+  ;;
+esac
+
+if [ -z "$JAVA_HOME" ]; then
+  if [ -r /etc/gentoo-release ]; then
+    JAVA_HOME=$(java-config --jre-home)
+  fi
+fi
+
+# For Cygwin, ensure paths are in UNIX format before anything is touched
+if $cygwin; then
+  [ -n "$JAVA_HOME" ] \
+    && JAVA_HOME=$(cygpath --unix "$JAVA_HOME")
+  [ -n "$CLASSPATH" ] \
+    && CLASSPATH=$(cygpath --path --unix "$CLASSPATH")
+fi
+
+# For Mingw, ensure paths are in UNIX format before anything is touched
+if $mingw; then
+  [ -n "$JAVA_HOME" ] && [ -d "$JAVA_HOME" ] \
+    && JAVA_HOME="$(
+      cd "$JAVA_HOME" || (
+        echo "cannot cd into $JAVA_HOME." >&2
+        exit 1
+      )
+      pwd
+    )"
+fi
+
+if [ -z "$JAVA_HOME" ]; then
+  javaExecutable="$(which javac)"
+  if [ -n "$javaExecutable" ] && ! [ "$(expr "$javaExecutable" : '\([^ ]*\)')" = "no" ]; then
+    # readlink(1) is not available as standard on Solaris 10.
+    readLink=$(which readlink)
+    if [ ! "$(expr "$readLink" : '\([^ ]*\)')" = "no" ]; then
+      if $darwin; then
+        javaHome="$(dirname "$javaExecutable")"
+        javaExecutable="$(cd "$javaHome" && pwd -P)/javac"
+      else
+        javaExecutable="$(readlink -f "$javaExecutable")"
+      fi
+      javaHome="$(dirname "$javaExecutable")"
+      javaHome=$(expr "$javaHome" : '\(.*\)/bin')
+      JAVA_HOME="$javaHome"
+      export JAVA_HOME
+    fi
+  fi
+fi
+
+if [ -z "$JAVACMD" ]; then
+  if [ -n "$JAVA_HOME" ]; then
+    if [ -x "$JAVA_HOME/jre/sh/java" ]; then
+      # IBM's JDK on AIX uses strange locations for the executables
+      JAVACMD="$JAVA_HOME/jre/sh/java"
+    else
+      JAVACMD="$JAVA_HOME/bin/java"
+    fi
+  else
+    JAVACMD="$(
+      \unset -f command 2>/dev/null
+      \command -v java
+    )"
+  fi
+fi
+
+if [ ! -x "$JAVACMD" ]; then
+  echo "Error: JAVA_HOME is not defined correctly." >&2
+  echo "  We cannot execute $JAVACMD" >&2
+  exit 1
+fi
+
+if [ -z "$JAVA_HOME" ]; then
+  echo "Warning: JAVA_HOME environment variable is not set." >&2
+fi
+
+# traverses directory structure from process work directory to filesystem root
+# first directory with .mvn subdirectory is considered project base directory
+find_maven_basedir() {
+  if [ -z "$1" ]; then
+    echo "Path not specified to find_maven_basedir" >&2
+    return 1
+  fi
+
+  basedir="$1"
+  wdir="$1"
+  while [ "$wdir" != '/' ]; do
+    if [ -d "$wdir"/.mvn ]; then
+      basedir=$wdir
+      break
+    fi
+    # workaround for JBEAP-8937 (on Solaris 10/Sparc)
+    if [ -d "${wdir}" ]; then
+      wdir=$(
+        cd "$wdir/.." || exit 1
+        pwd
+      )
+    fi
+    # end of workaround
+  done
+  printf '%s' "$(
+    cd "$basedir" || exit 1
+    pwd
+  )"
+}
+
+# concatenates all lines of a file
+concat_lines() {
+  if [ -f "$1" ]; then
+    # Remove \r in case we run on Windows within Git Bash
+    # and check out the repository with auto CRLF management
+    # enabled. Otherwise, we may read lines that are delimited with
+    # \r\n and produce $'-Xarg\r' rather than -Xarg due to word
+    # splitting rules.
+    tr -s '\r\n' ' ' <"$1"
+  fi
+}
+
+log() {
+  if [ "$MVNW_VERBOSE" = true ]; then
+    printf '%s\n' "$1"
+  fi
+}
+
+BASE_DIR=$(find_maven_basedir "$(dirname "$0")")
+if [ -z "$BASE_DIR" ]; then
+  exit 1
+fi
+
+MAVEN_PROJECTBASEDIR=${MAVEN_BASEDIR:-"$BASE_DIR"}
+export MAVEN_PROJECTBASEDIR
+log "$MAVEN_PROJECTBASEDIR"
+
+##########################################################################################
+# Extension to allow automatically downloading the maven-wrapper.jar from Maven-central
+# This allows using the maven wrapper in projects that prohibit checking in binary data.
+##########################################################################################
+wrapperJarPath="$MAVEN_PROJECTBASEDIR/.mvn/wrapper/maven-wrapper.jar"
+if [ -r "$wrapperJarPath" ]; then
+  log "Found $wrapperJarPath"
+else
+  log "Couldn't find $wrapperJarPath, downloading it ..."
+
+  if [ -n "$MVNW_REPOURL" ]; then
+    wrapperUrl="$MVNW_REPOURL/org/apache/maven/wrapper/maven-wrapper/3.3.2/maven-wrapper-3.3.2.jar"
+  else
+    wrapperUrl="https://repo.maven.apache.org/maven2/org/apache/maven/wrapper/maven-wrapper/3.3.2/maven-wrapper-3.3.2.jar"
+  fi
+  while IFS="=" read -r key value; do
+    # Remove '\r' from value to allow usage on windows as IFS does not consider '\r' as a separator ( considers space, tab, new line ('\n'), and custom '=' )
+    safeValue=$(echo "$value" | tr -d '\r')
+    case "$key" in wrapperUrl)
+      wrapperUrl="$safeValue"
+      break
+      ;;
+    esac
+  done <"$MAVEN_PROJECTBASEDIR/.mvn/wrapper/maven-wrapper.properties"
+  log "Downloading from: $wrapperUrl"
+
+  if $cygwin; then
+    wrapperJarPath=$(cygpath --path --windows "$wrapperJarPath")
+  fi
+
+  if command -v wget >/dev/null; then
+    log "Found wget ... using wget"
+    [ "$MVNW_VERBOSE" = true ] && QUIET="" || QUIET="--quiet"
+    if [ -z "$MVNW_USERNAME" ] || [ -z "$MVNW_PASSWORD" ]; then
+      wget $QUIET "$wrapperUrl" -O "$wrapperJarPath" || rm -f "$wrapperJarPath"
+    else
+      wget $QUIET --http-user="$MVNW_USERNAME" --http-password="$MVNW_PASSWORD" "$wrapperUrl" -O "$wrapperJarPath" || rm -f "$wrapperJarPath"
+    fi
+  elif command -v curl >/dev/null; then
+    log "Found curl ... using curl"
+    [ "$MVNW_VERBOSE" = true ] && QUIET="" || QUIET="--silent"
+    if [ -z "$MVNW_USERNAME" ] || [ -z "$MVNW_PASSWORD" ]; then
+      curl $QUIET -o "$wrapperJarPath" "$wrapperUrl" -f -L || rm -f "$wrapperJarPath"
+    else
+      curl $QUIET --user "$MVNW_USERNAME:$MVNW_PASSWORD" -o "$wrapperJarPath" "$wrapperUrl" -f -L || rm -f "$wrapperJarPath"
+    fi
+  else
+    log "Falling back to using Java to download"
+    javaSource="$MAVEN_PROJECTBASEDIR/.mvn/wrapper/MavenWrapperDownloader.java"
+    javaClass="$MAVEN_PROJECTBASEDIR/.mvn/wrapper/MavenWrapperDownloader.class"
+    # For Cygwin, switch paths to Windows format before running javac
+    if $cygwin; then
+      javaSource=$(cygpath --path --windows "$javaSource")
+      javaClass=$(cygpath --path --windows "$javaClass")
+    fi
+    if [ -e "$javaSource" ]; then
+      if [ ! -e "$javaClass" ]; then
+        log " - Compiling MavenWrapperDownloader.java ..."
+        ("$JAVA_HOME/bin/javac" "$javaSource")
+      fi
+      if [ -e "$javaClass" ]; then
+        log " - Running MavenWrapperDownloader.java ..."
+        ("$JAVA_HOME/bin/java" -cp .mvn/wrapper MavenWrapperDownloader "$wrapperUrl" "$wrapperJarPath") || rm -f "$wrapperJarPath"
+      fi
+    fi
+  fi
+fi
+##########################################################################################
+# End of extension
+##########################################################################################
+
+# If specified, validate the SHA-256 sum of the Maven wrapper jar file
+wrapperSha256Sum=""
+while IFS="=" read -r key value; do
+  case "$key" in wrapperSha256Sum)
+    wrapperSha256Sum=$value
+    break
+    ;;
+  esac
+done <"$MAVEN_PROJECTBASEDIR/.mvn/wrapper/maven-wrapper.properties"
+if [ -n "$wrapperSha256Sum" ]; then
+  wrapperSha256Result=false
+  if command -v sha256sum >/dev/null; then
+    if echo "$wrapperSha256Sum  $wrapperJarPath" | sha256sum -c >/dev/null 2>&1; then
+      wrapperSha256Result=true
+    fi
+  elif command -v shasum >/dev/null; then
+    if echo "$wrapperSha256Sum  $wrapperJarPath" | shasum -a 256 -c >/dev/null 2>&1; then
+      wrapperSha256Result=true
+    fi
+  else
+    echo "Checksum validation was requested but neither 'sha256sum' or 'shasum' are available." >&2
+    echo "Please install either command, or disable validation by removing 'wrapperSha256Sum' from your maven-wrapper.properties." >&2
+    exit 1
+  fi
+  if [ $wrapperSha256Result = false ]; then
+    echo "Error: Failed to validate Maven wrapper SHA-256, your Maven wrapper might be compromised." >&2
+    echo "Investigate or delete $wrapperJarPath to attempt a clean download." >&2
+    echo "If you updated your Maven version, you need to update the specified wrapperSha256Sum property." >&2
+    exit 1
+  fi
+fi
+
+MAVEN_OPTS="$(concat_lines "$MAVEN_PROJECTBASEDIR/.mvn/jvm.config") $MAVEN_OPTS"
+
+# For Cygwin, switch paths to Windows format before running java
+if $cygwin; then
+  [ -n "$JAVA_HOME" ] \
+    && JAVA_HOME=$(cygpath --path --windows "$JAVA_HOME")
+  [ -n "$CLASSPATH" ] \
+    && CLASSPATH=$(cygpath --path --windows "$CLASSPATH")
+  [ -n "$MAVEN_PROJECTBASEDIR" ] \
+    && MAVEN_PROJECTBASEDIR=$(cygpath --path --windows "$MAVEN_PROJECTBASEDIR")
+fi
+
+# Provide a "standardized" way to retrieve the CLI args that will
+# work with both Windows and non-Windows executions.
+MAVEN_CMD_LINE_ARGS="$MAVEN_CONFIG $*"
+export MAVEN_CMD_LINE_ARGS
+
+WRAPPER_LAUNCHER=org.apache.maven.wrapper.MavenWrapperMain
+
+# shellcheck disable=SC2086 # safe args
+exec "$JAVACMD" \
+  $MAVEN_OPTS \
+  $MAVEN_DEBUG_OPTS \
+  -classpath "$MAVEN_PROJECTBASEDIR/.mvn/wrapper/maven-wrapper.jar" \
+  "-Dmaven.multiModuleProjectDirectory=${MAVEN_PROJECTBASEDIR}" \
+  ${WRAPPER_LAUNCHER} $MAVEN_CONFIG "$@"
diff --git a/quarkus/tests/docker/micrometer-quickstart/mvnw.cmd b/quarkus/tests/docker/micrometer-quickstart/mvnw.cmd
new file mode 100644
index 0000000000000..4136715f081ec
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/mvnw.cmd
@@ -0,0 +1,206 @@
+@REM ----------------------------------------------------------------------------
+@REM Licensed to the Apache Software Foundation (ASF) under one
+@REM or more contributor license agreements.  See the NOTICE file
+@REM distributed with this work for additional information
+@REM regarding copyright ownership.  The ASF licenses this file
+@REM to you under the Apache License, Version 2.0 (the
+@REM "License"); you may not use this file except in compliance
+@REM with the License.  You may obtain a copy of the License at
+@REM
+@REM    http://www.apache.org/licenses/LICENSE-2.0
+@REM
+@REM Unless required by applicable law or agreed to in writing,
+@REM software distributed under the License is distributed on an
+@REM "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+@REM KIND, either express or implied.  See the License for the
+@REM specific language governing permissions and limitations
+@REM under the License.
+@REM ----------------------------------------------------------------------------
+
+@REM ----------------------------------------------------------------------------
+@REM Apache Maven Wrapper startup batch script, version 3.3.2
+@REM
+@REM Required ENV vars:
+@REM JAVA_HOME - location of a JDK home dir
+@REM
+@REM Optional ENV vars
+@REM MAVEN_BATCH_ECHO - set to 'on' to enable the echoing of the batch commands
+@REM MAVEN_BATCH_PAUSE - set to 'on' to wait for a keystroke before ending
+@REM MAVEN_OPTS - parameters passed to the Java VM when running Maven
+@REM     e.g. to debug Maven itself, use
+@REM set MAVEN_OPTS=-Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=y,address=8000
+@REM MAVEN_SKIP_RC - flag to disable loading of mavenrc files
+@REM ----------------------------------------------------------------------------
+
+@REM Begin all REM lines with '@' in case MAVEN_BATCH_ECHO is 'on'
+@echo off
+@REM set title of command window
+title %0
+@REM enable echoing by setting MAVEN_BATCH_ECHO to 'on'
+@if "%MAVEN_BATCH_ECHO%" == "on"  echo %MAVEN_BATCH_ECHO%
+
+@REM set %HOME% to equivalent of $HOME
+if "%HOME%" == "" (set "HOME=%HOMEDRIVE%%HOMEPATH%")
+
+@REM Execute a user defined script before this one
+if not "%MAVEN_SKIP_RC%" == "" goto skipRcPre
+@REM check for pre script, once with legacy .bat ending and once with .cmd ending
+if exist "%USERPROFILE%\mavenrc_pre.bat" call "%USERPROFILE%\mavenrc_pre.bat" %*
+if exist "%USERPROFILE%\mavenrc_pre.cmd" call "%USERPROFILE%\mavenrc_pre.cmd" %*
+:skipRcPre
+
+@setlocal
+
+set ERROR_CODE=0
+
+@REM To isolate internal variables from possible post scripts, we use another setlocal
+@setlocal
+
+@REM ==== START VALIDATION ====
+if not "%JAVA_HOME%" == "" goto OkJHome
+
+echo. >&2
+echo Error: JAVA_HOME not found in your environment. >&2
+echo Please set the JAVA_HOME variable in your environment to match the >&2
+echo location of your Java installation. >&2
+echo. >&2
+goto error
+
+:OkJHome
+if exist "%JAVA_HOME%\bin\java.exe" goto init
+
+echo. >&2
+echo Error: JAVA_HOME is set to an invalid directory. >&2
+echo JAVA_HOME = "%JAVA_HOME%" >&2
+echo Please set the JAVA_HOME variable in your environment to match the >&2
+echo location of your Java installation. >&2
+echo. >&2
+goto error
+
+@REM ==== END VALIDATION ====
+
+:init
+
+@REM Find the project base dir, i.e. the directory that contains the folder ".mvn".
+@REM Fallback to current working directory if not found.
+
+set MAVEN_PROJECTBASEDIR=%MAVEN_BASEDIR%
+IF NOT "%MAVEN_PROJECTBASEDIR%"=="" goto endDetectBaseDir
+
+set EXEC_DIR=%CD%
+set WDIR=%EXEC_DIR%
+:findBaseDir
+IF EXIST "%WDIR%"\.mvn goto baseDirFound
+cd ..
+IF "%WDIR%"=="%CD%" goto baseDirNotFound
+set WDIR=%CD%
+goto findBaseDir
+
+:baseDirFound
+set MAVEN_PROJECTBASEDIR=%WDIR%
+cd "%EXEC_DIR%"
+goto endDetectBaseDir
+
+:baseDirNotFound
+set MAVEN_PROJECTBASEDIR=%EXEC_DIR%
+cd "%EXEC_DIR%"
+
+:endDetectBaseDir
+
+IF NOT EXIST "%MAVEN_PROJECTBASEDIR%\.mvn\jvm.config" goto endReadAdditionalConfig
+
+@setlocal EnableExtensions EnableDelayedExpansion
+for /F "usebackq delims=" %%a in ("%MAVEN_PROJECTBASEDIR%\.mvn\jvm.config") do set JVM_CONFIG_MAVEN_PROPS=!JVM_CONFIG_MAVEN_PROPS! %%a
+@endlocal & set JVM_CONFIG_MAVEN_PROPS=%JVM_CONFIG_MAVEN_PROPS%
+
+:endReadAdditionalConfig
+
+SET MAVEN_JAVA_EXE="%JAVA_HOME%\bin\java.exe"
+set WRAPPER_JAR="%MAVEN_PROJECTBASEDIR%\.mvn\wrapper\maven-wrapper.jar"
+set WRAPPER_LAUNCHER=org.apache.maven.wrapper.MavenWrapperMain
+
+set WRAPPER_URL="https://repo.maven.apache.org/maven2/org/apache/maven/wrapper/maven-wrapper/3.3.2/maven-wrapper-3.3.2.jar"
+
+FOR /F "usebackq tokens=1,2 delims==" %%A IN ("%MAVEN_PROJECTBASEDIR%\.mvn\wrapper\maven-wrapper.properties") DO (
+    IF "%%A"=="wrapperUrl" SET WRAPPER_URL=%%B
+)
+
+@REM Extension to allow automatically downloading the maven-wrapper.jar from Maven-central
+@REM This allows using the maven wrapper in projects that prohibit checking in binary data.
+if exist %WRAPPER_JAR% (
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Found %WRAPPER_JAR%
+    )
+) else (
+    if not "%MVNW_REPOURL%" == "" (
+        SET WRAPPER_URL="%MVNW_REPOURL%/org/apache/maven/wrapper/maven-wrapper/3.3.2/maven-wrapper-3.3.2.jar"
+    )
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Couldn't find %WRAPPER_JAR%, downloading it ...
+        echo Downloading from: %WRAPPER_URL%
+    )
+
+    powershell -Command "&{"^
+		"$webclient = new-object System.Net.WebClient;"^
+		"if (-not ([string]::IsNullOrEmpty('%MVNW_USERNAME%') -and [string]::IsNullOrEmpty('%MVNW_PASSWORD%'))) {"^
+		"$webclient.Credentials = new-object System.Net.NetworkCredential('%MVNW_USERNAME%', '%MVNW_PASSWORD%');"^
+		"}"^
+		"[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12; $webclient.DownloadFile('%WRAPPER_URL%', '%WRAPPER_JAR%')"^
+		"}"
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Finished downloading %WRAPPER_JAR%
+    )
+)
+@REM End of extension
+
+@REM If specified, validate the SHA-256 sum of the Maven wrapper jar file
+SET WRAPPER_SHA_256_SUM=""
+FOR /F "usebackq tokens=1,2 delims==" %%A IN ("%MAVEN_PROJECTBASEDIR%\.mvn\wrapper\maven-wrapper.properties") DO (
+    IF "%%A"=="wrapperSha256Sum" SET WRAPPER_SHA_256_SUM=%%B
+)
+IF NOT %WRAPPER_SHA_256_SUM%=="" (
+    powershell -Command "&{"^
+       "Import-Module $PSHOME\Modules\Microsoft.PowerShell.Utility -Function Get-FileHash;"^
+       "$hash = (Get-FileHash \"%WRAPPER_JAR%\" -Algorithm SHA256).Hash.ToLower();"^
+       "If('%WRAPPER_SHA_256_SUM%' -ne $hash){"^
+       "  Write-Error 'Error: Failed to validate Maven wrapper SHA-256, your Maven wrapper might be compromised.';"^
+       "  Write-Error 'Investigate or delete %WRAPPER_JAR% to attempt a clean download.';"^
+       "  Write-Error 'If you updated your Maven version, you need to update the specified wrapperSha256Sum property.';"^
+       "  exit 1;"^
+       "}"^
+       "}"
+    if ERRORLEVEL 1 goto error
+)
+
+@REM Provide a "standardized" way to retrieve the CLI args that will
+@REM work with both Windows and non-Windows executions.
+set MAVEN_CMD_LINE_ARGS=%*
+
+%MAVEN_JAVA_EXE% ^
+  %JVM_CONFIG_MAVEN_PROPS% ^
+  %MAVEN_OPTS% ^
+  %MAVEN_DEBUG_OPTS% ^
+  -classpath %WRAPPER_JAR% ^
+  "-Dmaven.multiModuleProjectDirectory=%MAVEN_PROJECTBASEDIR%" ^
+  %WRAPPER_LAUNCHER% %MAVEN_CONFIG% %*
+if ERRORLEVEL 1 goto error
+goto end
+
+:error
+set ERROR_CODE=1
+
+:end
+@endlocal & set ERROR_CODE=%ERROR_CODE%
+
+if not "%MAVEN_SKIP_RC%"=="" goto skipRcPost
+@REM check for post script, once with legacy .bat ending and once with .cmd ending
+if exist "%USERPROFILE%\mavenrc_post.bat" call "%USERPROFILE%\mavenrc_post.bat"
+if exist "%USERPROFILE%\mavenrc_post.cmd" call "%USERPROFILE%\mavenrc_post.cmd"
+:skipRcPost
+
+@REM pause the script if MAVEN_BATCH_PAUSE is set to 'on'
+if "%MAVEN_BATCH_PAUSE%"=="on" pause
+
+if "%MAVEN_TERMINATE_CMD%"=="on" exit %ERROR_CODE%
+
+cmd /C exit /B %ERROR_CODE%
diff --git a/quarkus/tests/docker/micrometer-quickstart/pom.xml b/quarkus/tests/docker/micrometer-quickstart/pom.xml
new file mode 100644
index 0000000000000..623b16ead9cdb
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/pom.xml
@@ -0,0 +1,127 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>org.acme</groupId>
+    <artifactId>micrometer-quickstart</artifactId>
+    <version>1.0.0-SNAPSHOT</version>
+
+    <properties>
+        <quarkus.platform.artifact-id>quarkus-bom</quarkus.platform.artifact-id>
+        <quarkus.platform.group-id>io.quarkus.platform</quarkus.platform.group-id>
+        <quarkus.platform.version>3.17.4</quarkus.platform.version>
+        <compiler-plugin.version>3.11.0</compiler-plugin.version>
+        <surefire-plugin.version>3.1.2</surefire-plugin.version>
+        <maven.compiler.target>17</maven.compiler.target>
+        <maven.compiler.source>17</maven.compiler.source>
+        <maven.compiler.parameters>true</maven.compiler.parameters>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
+
+    <dependencyManagement>
+        <dependencies>
+            <dependency>
+                <groupId>${quarkus.platform.group-id}</groupId>
+                <artifactId>${quarkus.platform.artifact-id}</artifactId>
+                <version>${quarkus.platform.version}</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+
+    <dependencies>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-micrometer-registry-prometheus</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-rest</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-junit5</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>io.rest-assured</groupId>
+            <artifactId>rest-assured</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <finalName>${project.artifactId}</finalName>
+        <plugins>
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <version>${compiler-plugin.version}</version>
+            </plugin>
+            <plugin>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>${surefire-plugin.version}</version>
+                <configuration>
+                    <systemPropertyVariables>
+                        <java.util.logging.manager>org.jboss.logmanager.LogManager</java.util.logging.manager>
+                        <maven.home>${maven.home}</maven.home>
+                    </systemPropertyVariables>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>${quarkus.platform.group-id}</groupId>
+                <artifactId>quarkus-maven-plugin</artifactId>
+                <version>${quarkus.platform.version}</version>
+                <executions>
+                    <execution>
+                        <goals>
+                            <goal>build</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+    <profiles>
+        <profile>
+            <id>native</id>
+            <activation>
+                <property>
+                    <name>native</name>
+                </property>
+            </activation>
+            <properties>
+                <quarkus.native.enabled>true</quarkus.native.enabled>
+                <quarkus.package.jar.enabled>false</quarkus.package.jar.enabled>
+            </properties>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-failsafe-plugin</artifactId>
+                        <version>${surefire-plugin.version}</version>
+                        <executions>
+                            <execution>
+                                <goals>
+                                    <goal>integration-test</goal>
+                                    <goal>verify</goal>
+                                </goals>
+                                <configuration>
+                                    <systemPropertyVariables>
+                                        <native.image.path>${project.build.directory}/${project.build.finalName}-runner</native.image.path>
+                                        <java.util.logging.manager>org.jboss.logmanager.LogManager</java.util.logging.manager>
+                                        <maven.home>${maven.home}</maven.home>
+                                    </systemPropertyVariables>
+                                </configuration>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+
+
+</project>
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.jvm b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.jvm
new file mode 100644
index 0000000000000..e79d3a6e0865c
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.jvm
@@ -0,0 +1,97 @@
+####
+# This Dockerfile is used in order to build a container that runs the Quarkus application in JVM mode
+#
+# Before building the container image run:
+#
+# ./mvnw package
+#
+# Then, build the image with:
+#
+# docker build -f src/main/docker/Dockerfile.jvm -t quarkus/micrometer-quickstart-jvm .
+#
+# Then run the container using:
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart-jvm
+#
+# If you want to include the debug port into your docker image
+# you will have to expose the debug port (default 5005 being the default) like this :  EXPOSE 8080 5005.
+# Additionally you will have to set -e JAVA_DEBUG=true and -e JAVA_DEBUG_PORT=*:5005
+# when running the container
+#
+# Then run the container using :
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart-jvm
+#
+# This image uses the `run-java.sh` script to run the application.
+# This scripts computes the command line to execute your Java application, and
+# includes memory/GC tuning.
+# You can configure the behavior using the following environment properties:
+# - JAVA_OPTS: JVM options passed to the `java` command (example: "-verbose:class")
+# - JAVA_OPTS_APPEND: User specified Java options to be appended to generated options
+#   in JAVA_OPTS (example: "-Dsome.property=foo")
+# - JAVA_MAX_MEM_RATIO: Is used when no `-Xmx` option is given in JAVA_OPTS. This is
+#   used to calculate a default maximal heap memory based on a containers restriction.
+#   If used in a container without any memory constraints for the container then this
+#   option has no effect. If there is a memory constraint then `-Xmx` is set to a ratio
+#   of the container available memory as set here. The default is `50` which means 50%
+#   of the available memory is used as an upper boundary. You can skip this mechanism by
+#   setting this value to `0` in which case no `-Xmx` option is added.
+# - JAVA_INITIAL_MEM_RATIO: Is used when no `-Xms` option is given in JAVA_OPTS. This
+#   is used to calculate a default initial heap memory based on the maximum heap memory.
+#   If used in a container without any memory constraints for the container then this
+#   option has no effect. If there is a memory constraint then `-Xms` is set to a ratio
+#   of the `-Xmx` memory as set here. The default is `25` which means 25% of the `-Xmx`
+#   is used as the initial heap size. You can skip this mechanism by setting this value
+#   to `0` in which case no `-Xms` option is added (example: "25")
+# - JAVA_MAX_INITIAL_MEM: Is used when no `-Xms` option is given in JAVA_OPTS.
+#   This is used to calculate the maximum value of the initial heap memory. If used in
+#   a container without any memory constraints for the container then this option has
+#   no effect. If there is a memory constraint then `-Xms` is limited to the value set
+#   here. The default is 4096MB which means the calculated value of `-Xms` never will
+#   be greater than 4096MB. The value of this variable is expressed in MB (example: "4096")
+# - JAVA_DIAGNOSTICS: Set this to get some diagnostics information to standard output
+#   when things are happening. This option, if set to true, will set
+#  `-XX:+UnlockDiagnosticVMOptions`. Disabled by default (example: "true").
+# - JAVA_DEBUG: If set remote debugging will be switched on. Disabled by default (example:
+#    true").
+# - JAVA_DEBUG_PORT: Port used for remote debugging. Defaults to 5005 (example: "8787").
+# - CONTAINER_CORE_LIMIT: A calculated core limit as described in
+#   https://www.kernel.org/doc/Documentation/scheduler/sched-bwc.txt. (example: "2")
+# - CONTAINER_MAX_MEMORY: Memory limit given to the container (example: "1024").
+# - GC_MIN_HEAP_FREE_RATIO: Minimum percentage of heap free after GC to avoid expansion.
+#   (example: "20")
+# - GC_MAX_HEAP_FREE_RATIO: Maximum percentage of heap free after GC to avoid shrinking.
+#   (example: "40")
+# - GC_TIME_RATIO: Specifies the ratio of the time spent outside the garbage collection.
+#   (example: "4")
+# - GC_ADAPTIVE_SIZE_POLICY_WEIGHT: The weighting given to the current GC time versus
+#   previous GC times. (example: "90")
+# - GC_METASPACE_SIZE: The initial metaspace size. (example: "20")
+# - GC_MAX_METASPACE_SIZE: The maximum metaspace size. (example: "100")
+# - GC_CONTAINER_OPTIONS: Specify Java GC to use. The value of this variable should
+#   contain the necessary JRE command-line options to specify the required GC, which
+#   will override the default of `-XX:+UseParallelGC` (example: -XX:+UseG1GC).
+# - HTTPS_PROXY: The location of the https proxy. (example: "myuser@127.0.0.1:8080")
+# - HTTP_PROXY: The location of the http proxy. (example: "myuser@127.0.0.1:8080")
+# - NO_PROXY: A comma separated lists of hosts, IP addresses or domains that can be
+#   accessed directly. (example: "foo.example.com,bar.example.com")
+#
+###
+FROM registry.access.redhat.com/ubi8/openjdk-17:1.20
+
+ENV LANGUAGE='en_US:en'
+
+
+# We make four distinct layers so if there are application changes the library layers can be re-used
+COPY --chown=185 target/quarkus-app/lib/ /deployments/lib/
+COPY --chown=185 target/quarkus-app/*.jar /deployments/
+COPY --chown=185 target/quarkus-app/app/ /deployments/app/
+COPY --chown=185 target/quarkus-app/quarkus/ /deployments/quarkus/
+
+EXPOSE 8080
+USER 185
+ENV JAVA_OPTS_APPEND="-Dquarkus.http.host=0.0.0.0 -Djava.util.logging.manager=org.jboss.logmanager.LogManager"
+ENV JAVA_APP_JAR="/deployments/quarkus-run.jar"
+
+ENTRYPOINT [ "/opt/jboss/container/java/run/run-java.sh" ]
+
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.legacy-jar b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.legacy-jar
new file mode 100644
index 0000000000000..53a3108267d77
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.legacy-jar
@@ -0,0 +1,93 @@
+####
+# This Dockerfile is used in order to build a container that runs the Quarkus application in JVM mode
+#
+# Before building the container image run:
+#
+# ./mvnw package -Dquarkus.package.jar.type=legacy-jar
+#
+# Then, build the image with:
+#
+# docker build -f src/main/docker/Dockerfile.legacy-jar -t quarkus/micrometer-quickstart-legacy-jar .
+#
+# Then run the container using:
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart-legacy-jar
+#
+# If you want to include the debug port into your docker image
+# you will have to expose the debug port (default 5005 being the default) like this :  EXPOSE 8080 5005.
+# Additionally you will have to set -e JAVA_DEBUG=true and -e JAVA_DEBUG_PORT=*:5005
+# when running the container
+#
+# Then run the container using :
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart-legacy-jar
+#
+# This image uses the `run-java.sh` script to run the application.
+# This scripts computes the command line to execute your Java application, and
+# includes memory/GC tuning.
+# You can configure the behavior using the following environment properties:
+# - JAVA_OPTS: JVM options passed to the `java` command (example: "-verbose:class")
+# - JAVA_OPTS_APPEND: User specified Java options to be appended to generated options
+#   in JAVA_OPTS (example: "-Dsome.property=foo")
+# - JAVA_MAX_MEM_RATIO: Is used when no `-Xmx` option is given in JAVA_OPTS. This is
+#   used to calculate a default maximal heap memory based on a containers restriction.
+#   If used in a container without any memory constraints for the container then this
+#   option has no effect. If there is a memory constraint then `-Xmx` is set to a ratio
+#   of the container available memory as set here. The default is `50` which means 50%
+#   of the available memory is used as an upper boundary. You can skip this mechanism by
+#   setting this value to `0` in which case no `-Xmx` option is added.
+# - JAVA_INITIAL_MEM_RATIO: Is used when no `-Xms` option is given in JAVA_OPTS. This
+#   is used to calculate a default initial heap memory based on the maximum heap memory.
+#   If used in a container without any memory constraints for the container then this
+#   option has no effect. If there is a memory constraint then `-Xms` is set to a ratio
+#   of the `-Xmx` memory as set here. The default is `25` which means 25% of the `-Xmx`
+#   is used as the initial heap size. You can skip this mechanism by setting this value
+#   to `0` in which case no `-Xms` option is added (example: "25")
+# - JAVA_MAX_INITIAL_MEM: Is used when no `-Xms` option is given in JAVA_OPTS.
+#   This is used to calculate the maximum value of the initial heap memory. If used in
+#   a container without any memory constraints for the container then this option has
+#   no effect. If there is a memory constraint then `-Xms` is limited to the value set
+#   here. The default is 4096MB which means the calculated value of `-Xms` never will
+#   be greater than 4096MB. The value of this variable is expressed in MB (example: "4096")
+# - JAVA_DIAGNOSTICS: Set this to get some diagnostics information to standard output
+#   when things are happening. This option, if set to true, will set
+#  `-XX:+UnlockDiagnosticVMOptions`. Disabled by default (example: "true").
+# - JAVA_DEBUG: If set remote debugging will be switched on. Disabled by default (example:
+#    true").
+# - JAVA_DEBUG_PORT: Port used for remote debugging. Defaults to 5005 (example: "8787").
+# - CONTAINER_CORE_LIMIT: A calculated core limit as described in
+#   https://www.kernel.org/doc/Documentation/scheduler/sched-bwc.txt. (example: "2")
+# - CONTAINER_MAX_MEMORY: Memory limit given to the container (example: "1024").
+# - GC_MIN_HEAP_FREE_RATIO: Minimum percentage of heap free after GC to avoid expansion.
+#   (example: "20")
+# - GC_MAX_HEAP_FREE_RATIO: Maximum percentage of heap free after GC to avoid shrinking.
+#   (example: "40")
+# - GC_TIME_RATIO: Specifies the ratio of the time spent outside the garbage collection.
+#   (example: "4")
+# - GC_ADAPTIVE_SIZE_POLICY_WEIGHT: The weighting given to the current GC time versus
+#   previous GC times. (example: "90")
+# - GC_METASPACE_SIZE: The initial metaspace size. (example: "20")
+# - GC_MAX_METASPACE_SIZE: The maximum metaspace size. (example: "100")
+# - GC_CONTAINER_OPTIONS: Specify Java GC to use. The value of this variable should
+#   contain the necessary JRE command-line options to specify the required GC, which
+#   will override the default of `-XX:+UseParallelGC` (example: -XX:+UseG1GC).
+# - HTTPS_PROXY: The location of the https proxy. (example: "myuser@127.0.0.1:8080")
+# - HTTP_PROXY: The location of the http proxy. (example: "myuser@127.0.0.1:8080")
+# - NO_PROXY: A comma separated lists of hosts, IP addresses or domains that can be
+#   accessed directly. (example: "foo.example.com,bar.example.com")
+#
+###
+FROM registry.access.redhat.com/ubi8/openjdk-17:1.20
+
+ENV LANGUAGE='en_US:en'
+
+
+COPY target/lib/* /deployments/lib/
+COPY target/*-runner.jar /deployments/quarkus-run.jar
+
+EXPOSE 8080
+USER 185
+ENV JAVA_OPTS_APPEND="-Dquarkus.http.host=0.0.0.0 -Djava.util.logging.manager=org.jboss.logmanager.LogManager"
+ENV JAVA_APP_JAR="/deployments/quarkus-run.jar"
+
+ENTRYPOINT [ "/opt/jboss/container/java/run/run-java.sh" ]
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native
new file mode 100644
index 0000000000000..e8fd1da6b4245
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native
@@ -0,0 +1,27 @@
+####
+# This Dockerfile is used in order to build a container that runs the Quarkus application in native (no JVM) mode.
+#
+# Before building the container image run:
+#
+# ./mvnw package -Dnative
+#
+# Then, build the image with:
+#
+# docker build -f src/main/docker/Dockerfile.native -t quarkus/micrometer-quickstart .
+#
+# Then run the container using:
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart
+#
+###
+FROM registry.access.redhat.com/ubi8/ubi-minimal:8.10
+WORKDIR /work/
+RUN chown 1001 /work \
+    && chmod "g+rwX" /work \
+    && chown 1001:root /work
+COPY --chown=1001:root target/*-runner /work/application
+
+EXPOSE 8080
+USER 1001
+
+ENTRYPOINT ["./application", "-Dquarkus.http.host=0.0.0.0"]
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native-micro b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native-micro
new file mode 100644
index 0000000000000..4eff6a24a7bf2
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/main/docker/Dockerfile.native-micro
@@ -0,0 +1,30 @@
+####
+# This Dockerfile is used in order to build a container that runs the Quarkus application in native (no JVM) mode.
+# It uses a micro base image, tuned for Quarkus native executables.
+# It reduces the size of the resulting container image.
+# Check https://quarkus.io/guides/quarkus-runtime-base-image for further information about this image.
+#
+# Before building the container image run:
+#
+# ./mvnw package -Dnative
+#
+# Then, build the image with:
+#
+# docker build -f src/main/docker/Dockerfile.native-micro -t quarkus/micrometer-quickstart .
+#
+# Then run the container using:
+#
+# docker run -i --rm -p 8080:8080 quarkus/micrometer-quickstart
+#
+###
+FROM quay.io/quarkus/quarkus-micro-image:2.0
+WORKDIR /work/
+RUN chown 1001 /work \
+    && chmod "g+rwX" /work \
+    && chown 1001:root /work
+COPY --chown=1001:root target/*-runner /work/application
+
+EXPOSE 8080
+USER 1001
+
+ENTRYPOINT ["./application", "-Dquarkus.http.host=0.0.0.0"]
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/main/java/org/acme/micrometer/ExampleResource.java b/quarkus/tests/docker/micrometer-quickstart/src/main/java/org/acme/micrometer/ExampleResource.java
new file mode 100644
index 0000000000000..0629a31574f79
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/main/java/org/acme/micrometer/ExampleResource.java
@@ -0,0 +1,81 @@
+package org.acme.micrometer;
+
+import java.util.LinkedList;
+import java.util.NoSuchElementException;
+
+import jakarta.ws.rs.GET;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.Produces;
+
+import io.micrometer.core.instrument.MeterRegistry;
+import io.micrometer.core.instrument.Tags;
+import io.micrometer.core.instrument.Timer;
+
+@Path("/example")
+@Produces("text/plain")
+public class ExampleResource {
+
+    private final MeterRegistry registry;
+
+    LinkedList<Long> list = new LinkedList<>();
+
+    // Update the constructor to create the gauge
+    ExampleResource(MeterRegistry registry) {
+        this.registry = registry;
+        registry.gaugeCollectionSize("example.list.size", Tags.empty(), list);
+    }
+
+    @GET
+    @Path("gauge/{number}")
+    public Long checkListSize(long number) {
+        if (number == 2 || number % 2 == 0) {
+            // add even numbers to the list
+            list.add(number);
+        } else {
+            // remove items from the list for odd numbers
+            try {
+                number = list.removeFirst();
+            } catch (NoSuchElementException nse) {
+                number = 0;
+            }
+        }
+        return number;
+    }
+
+    @GET
+    @Path("prime/{number}")
+    public String checkIfPrime(long number) {
+        if (number < 1) {
+            registry.counter("example.prime.number", "type", "not-natural").increment();
+            return "Only natural numbers can be prime numbers.";
+        }
+        if (number == 1) {
+            registry.counter("example.prime.number", "type", "one").increment();
+            return number + " is not prime.";
+        }
+        if (number == 2 || number % 2 == 0) {
+            registry.counter("example.prime.number", "type", "even").increment();
+            return number + " is not prime.";
+        }
+
+        if (testPrimeNumber(number)) {
+            registry.counter("example.prime.number", "type", "prime").increment();
+            return number + " is prime.";
+        } else {
+            registry.counter("example.prime.number", "type", "not-prime").increment();
+            return number + " is not prime.";
+        }
+    }
+
+    protected boolean testPrimeNumber(long number) {
+        Timer timer = registry.timer("example.prime.number.test");
+        return timer.record(() -> {
+            for (int i = 3; i < Math.floor(Math.sqrt(number)) + 1; i = i + 2) {
+                if (number % i == 0) {
+                    return false;
+                }
+            }
+            return true;
+        });
+    }
+}
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceIT.java b/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceIT.java
new file mode 100644
index 0000000000000..6c24500cf3963
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceIT.java
@@ -0,0 +1,8 @@
+package org.acme.micrometer;
+
+import io.quarkus.test.junit.QuarkusIntegrationTest;
+
+@QuarkusIntegrationTest
+public class ExampleResourceIT extends ExampleResourceTest {
+
+}
diff --git a/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceTest.java b/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceTest.java
new file mode 100644
index 0000000000000..f0e5b8f1a34a7
--- /dev/null
+++ b/quarkus/tests/docker/micrometer-quickstart/src/test/java/org/acme/micrometer/ExampleResourceTest.java
@@ -0,0 +1,68 @@
+package org.acme.micrometer;
+
+import static io.restassured.RestAssured.get;
+import static io.restassured.RestAssured.when;
+import static org.hamcrest.CoreMatchers.containsString;
+
+import org.junit.jupiter.api.Test;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.restassured.http.Header;
+
+@QuarkusTest
+public class ExampleResourceTest {
+
+    @Test
+    void testGaugeExample() {
+        when().get("/example/gauge/1").then().statusCode(200);
+        when().get("/example/gauge/2").then().statusCode(200);
+        when().get("/example/gauge/4").then().statusCode(200);
+        when().get("/q/metrics").then().statusCode(200)
+                .body(containsString(
+                        "example_list_size 2.0"));
+        when().get("/example/gauge/6").then().statusCode(200);
+        when().get("/example/gauge/5").then().statusCode(200);
+        when().get("/example/gauge/7").then().statusCode(200);
+        when().get("/q/metrics").then().statusCode(200)
+                .body(containsString(
+                        "example_list_size 1.0"));
+    }
+
+    @Test
+    void testCounterExample() {
+        when().get("/example/prime/-1").then().statusCode(200);
+        when().get("/example/prime/0").then().statusCode(200);
+        when().get("/example/prime/1").then().statusCode(200);
+        when().get("/example/prime/2").then().statusCode(200);
+        when().get("/example/prime/3").then().statusCode(200);
+        when().get("/example/prime/15").then().statusCode(200);
+
+        when().get("/q/metrics").then().statusCode(200)
+                .body(containsString(
+                        "example_prime_number_total{type=\"prime\"}"))
+                .body(containsString(
+                        "example_prime_number_total{type=\"not-prime\"}"))
+                .body(containsString(
+                        "example_prime_number_total{type=\"one\"}"))
+                .body(containsString(
+                        "example_prime_number_total{type=\"even\"}"))
+                .body(containsString(
+                        "example_prime_number_total{type=\"not-natural\"}"));
+    }
+
+    @Test
+    void testTimerExample() {
+        when().get("/example/prime/257").then().statusCode(200);
+        when().get("/q/metrics").then().statusCode(200)
+                .body(containsString(
+                        "example_prime_number_test_seconds_sum"))
+                .body(containsString(
+                        "example_prime_number_test_seconds_max"))
+                .body(containsString(
+                        "example_prime_number_test_seconds_count 1.0"));
+        when().get("/example/prime/7919").then().statusCode(200);
+        when().get("/q/metrics").then().statusCode(200)
+                .body(containsString(
+                        "example_prime_number_test_seconds_count 2.0"));
+    }
+}
diff --git a/quarkus/tests/fixtures/quarkus_auto_metrics.txt b/quarkus/tests/fixtures/quarkus_auto_metrics.txt
new file mode 100644
index 0000000000000..fb35ed0b0fb1f
--- /dev/null
+++ b/quarkus/tests/fixtures/quarkus_auto_metrics.txt
@@ -0,0 +1,241 @@
+# TYPE worker_pool_rejected counter
+# HELP worker_pool_rejected Number of times submissions to the pool have been rejected
+worker_pool_rejected_total{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_rejected_total{pool_name="vert.x-worker-thread",pool_type="worker"} 0.0
+# TYPE worker_pool_completed counter
+# HELP worker_pool_completed Number of times resources from the pool have been acquired
+worker_pool_completed_total{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_completed_total{pool_name="vert.x-worker-thread",pool_type="worker"} 5.0
+# TYPE jvm_gc_memory_promoted_bytes counter
+# HELP jvm_gc_memory_promoted_bytes Count of positive increases in the size of the old generation memory pool before GC to after GC
+jvm_gc_memory_promoted_bytes_total 0.0
+# TYPE netty_allocator_pooled_cache_size gauge
+# HELP netty_allocator_pooled_cache_size
+netty_allocator_pooled_cache_size{allocator_type="PooledByteBufAllocator",cache_type="normal",id="298568580"} 64.0
+netty_allocator_pooled_cache_size{allocator_type="PooledByteBufAllocator",cache_type="normal",id="1612048265"} 64.0
+netty_allocator_pooled_cache_size{allocator_type="PooledByteBufAllocator",cache_type="small",id="298568580"} 256.0
+netty_allocator_pooled_cache_size{allocator_type="PooledByteBufAllocator",cache_type="small",id="1612048265"} 256.0
+# TYPE worker_pool_queue_delay_seconds_max gauge
+# HELP worker_pool_queue_delay_seconds_max Time spent in the waiting queue before being processed
+worker_pool_queue_delay_seconds_max{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_queue_delay_seconds_max{pool_name="vert.x-worker-thread",pool_type="worker"} 0.001048665
+# TYPE worker_pool_queue_delay_seconds summary
+# HELP worker_pool_queue_delay_seconds Time spent in the waiting queue before being processed
+worker_pool_queue_delay_seconds_count{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_queue_delay_seconds_sum{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_queue_delay_seconds_count{pool_name="vert.x-worker-thread",pool_type="worker"} 6.0
+worker_pool_queue_delay_seconds_sum{pool_name="vert.x-worker-thread",pool_type="worker"} 0.002354759
+# TYPE jvm_memory_committed_bytes gauge
+# HELP jvm_memory_committed_bytes The amount of memory in bytes that is committed for the Java virtual machine to use
+jvm_memory_committed_bytes{area="heap",id="G1 Survivor Space"} 1.2582912E7
+jvm_memory_committed_bytes{area="heap",id="G1 Old Gen"} 5.8720256E7
+jvm_memory_committed_bytes{area="nonheap",id="Metaspace"} 5.1576832E7
+jvm_memory_committed_bytes{area="nonheap",id="CodeCache"} 1.3369344E7
+jvm_memory_committed_bytes{area="heap",id="G1 Eden Space"} 9.0177536E7
+jvm_memory_committed_bytes{area="nonheap",id="Compressed Class Space"} 7602176.0
+# TYPE process_uptime_seconds gauge
+# HELP process_uptime_seconds The uptime of the Java virtual machine
+process_uptime_seconds 99.172
+# TYPE jvm_threads_daemon_threads gauge
+# HELP jvm_threads_daemon_threads The current number of live daemon threads
+jvm_threads_daemon_threads 12.0
+# TYPE http_server_connections_seconds_max gauge
+# HELP http_server_connections_seconds_max The duration of the connections
+http_server_connections_seconds_max 0.003109493
+# TYPE http_server_connections_seconds summary
+# HELP http_server_connections_seconds The duration of the connections
+http_server_connections_seconds_active_count 1.0
+http_server_connections_seconds_duration_sum 0.003101871
+# TYPE process_start_time_seconds gauge
+# HELP process_start_time_seconds Start time of the process since unix epoch.
+process_start_time_seconds 1.734088355036E9
+# TYPE http_server_bytes_read summary
+# HELP http_server_bytes_read Number of bytes received by the server
+http_server_bytes_read_count 0.0
+http_server_bytes_read_sum 0.0
+# TYPE http_server_bytes_read_max gauge
+# HELP http_server_bytes_read_max Number of bytes received by the server
+http_server_bytes_read_max 0.0
+# TYPE jvm_threads_live_threads gauge
+# HELP jvm_threads_live_threads The current number of live threads including both daemon and non-daemon threads
+jvm_threads_live_threads 21.0
+# TYPE http_server_requests_seconds summary
+# HELP http_server_requests_seconds HTTP server request processing time
+http_server_requests_seconds_count{method="GET",outcome="SUCCESS",status="200",uri="/example/prime/{number}"} 1.0
+http_server_requests_seconds_sum{method="GET",outcome="SUCCESS",status="200",uri="/example/prime/{number}"} 0.010070499
+http_server_requests_seconds_count{method="GET",outcome="CLIENT_ERROR",status="404",uri="NOT_FOUND"} 1.0
+http_server_requests_seconds_sum{method="GET",outcome="CLIENT_ERROR",status="404",uri="NOT_FOUND"} 0.028919085
+# TYPE http_server_requests_seconds_max gauge
+# HELP http_server_requests_seconds_max HTTP server request processing time
+http_server_requests_seconds_max{method="GET",outcome="SUCCESS",status="200",uri="/example/prime/{number}"} 0.010070499
+http_server_requests_seconds_max{method="GET",outcome="CLIENT_ERROR",status="404",uri="NOT_FOUND"} 0.028919085
+# TYPE system_cpu_usage gauge
+# HELP system_cpu_usage The \"recent cpu usage\" of the system the application is running in
+system_cpu_usage 6.443298969072165E-4
+# TYPE jvm_gc_overhead gauge
+# HELP jvm_gc_overhead An approximation of the percent of CPU time used by GC activities over the last lookback period or since monitoring began, whichever is shorter, in the range [0..1]
+jvm_gc_overhead 0.0
+# TYPE worker_pool_active gauge
+# HELP worker_pool_active The number of resources from the pool currently used
+worker_pool_active{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_active{pool_name="vert.x-worker-thread",pool_type="worker"} 1.0
+# TYPE jvm_threads_states_threads gauge
+# HELP jvm_threads_states_threads The current number of threads
+jvm_threads_states_threads{state="runnable"} 11.0
+jvm_threads_states_threads{state="blocked"} 0.0
+jvm_threads_states_threads{state="waiting"} 7.0
+jvm_threads_states_threads{state="timed-waiting"} 3.0
+jvm_threads_states_threads{state="new"} 0.0
+jvm_threads_states_threads{state="terminated"} 0.0
+# TYPE netty_allocator_memory_pinned gauge
+# HELP netty_allocator_memory_pinned
+netty_allocator_memory_pinned{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="heap"} 0.0
+netty_allocator_memory_pinned{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="direct"} 0.0
+netty_allocator_memory_pinned{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="heap"} 0.0
+netty_allocator_memory_pinned{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="direct"} 0.0
+# TYPE system_cpu_count gauge
+# HELP system_cpu_count The number of processors available to the Java virtual machine
+system_cpu_count 4.0
+# TYPE jvm_info counter
+# HELP jvm_info JVM version info
+jvm_info_total{runtime="OpenJDK Runtime Environment",vendor="Eclipse Adoptium",version="21.0.5+11-LTS"} 1.0
+# TYPE jvm_buffer_memory_used_bytes gauge
+# HELP jvm_buffer_memory_used_bytes An estimate of the memory that the Java virtual machine is using for this buffer pool
+jvm_buffer_memory_used_bytes{id="mapped - 'non-volatile memory'"} 0.0
+jvm_buffer_memory_used_bytes{id="mapped"} 0.0
+jvm_buffer_memory_used_bytes{id="direct"} 265988.0
+# TYPE netty_eventexecutor_tasks_pending gauge
+# HELP netty_eventexecutor_tasks_pending
+netty_eventexecutor_tasks_pending{name="vert.x-eventloop-thread-2"} 0.0
+netty_eventexecutor_tasks_pending{name="vert.x-eventloop-thread-1"} 0.0
+netty_eventexecutor_tasks_pending{name="vert.x-eventloop-thread-0"} 0.0
+netty_eventexecutor_tasks_pending{name="vert.x-acceptor-thread-0"} 0.0
+netty_eventexecutor_tasks_pending{name="vert.x-eventloop-thread-3"} 0.0
+# TYPE jvm_buffer_total_capacity_bytes gauge
+# HELP jvm_buffer_total_capacity_bytes An estimate of the total capacity of the buffers in this pool
+jvm_buffer_total_capacity_bytes{id="mapped - 'non-volatile memory'"} 0.0
+jvm_buffer_total_capacity_bytes{id="mapped"} 0.0
+jvm_buffer_total_capacity_bytes{id="direct"} 265987.0
+# TYPE jvm_gc_max_data_size_bytes gauge
+# HELP jvm_gc_max_data_size_bytes Max size of long-lived heap memory pool
+jvm_gc_max_data_size_bytes 4.192206848E9
+# TYPE jvm_memory_usage_after_gc gauge
+# HELP jvm_memory_usage_after_gc The percentage of long-lived heap pool used after the last GC event, in the range [0..1]
+jvm_memory_usage_after_gc{area="heap",pool="long-lived"} 0.0
+# TYPE http_server_bytes_written_max gauge
+# HELP http_server_bytes_written_max Number of bytes sent by the server
+http_server_bytes_written_max 12288.0
+# TYPE http_server_bytes_written summary
+# HELP http_server_bytes_written Number of bytes sent by the server
+http_server_bytes_written_count 4.0
+http_server_bytes_written_sum 16571.0
+# TYPE worker_pool_idle gauge
+# HELP worker_pool_idle The number of resources from the pool currently used
+worker_pool_idle{pool_name="vert.x-internal-blocking",pool_type="worker"} 20.0
+worker_pool_idle{pool_name="vert.x-worker-thread",pool_type="worker"} 199.0
+# TYPE worker_pool_ratio gauge
+# HELP worker_pool_ratio Pool usage ratio
+worker_pool_ratio{pool_name="vert.x-internal-blocking",pool_type="worker"} NaN
+worker_pool_ratio{pool_name="vert.x-worker-thread",pool_type="worker"} 0.005
+# TYPE jvm_memory_max_bytes gauge
+# HELP jvm_memory_max_bytes The maximum amount of memory in bytes that can be used for memory management
+jvm_memory_max_bytes{area="heap",id="G1 Survivor Space"} -1.0
+jvm_memory_max_bytes{area="heap",id="G1 Old Gen"} 4.192206848E9
+jvm_memory_max_bytes{area="nonheap",id="Metaspace"} -1.0
+jvm_memory_max_bytes{area="nonheap",id="CodeCache"} 5.0331648E7
+jvm_memory_max_bytes{area="heap",id="G1 Eden Space"} -1.0
+jvm_memory_max_bytes{area="nonheap",id="Compressed Class Space"} 1.073741824E9
+# TYPE jvm_memory_used_bytes gauge
+# HELP jvm_memory_used_bytes The amount of used memory
+jvm_memory_used_bytes{area="heap",id="G1 Survivor Space"} 1.1491696E7
+jvm_memory_used_bytes{area="heap",id="G1 Old Gen"} 4.188796E7
+jvm_memory_used_bytes{area="nonheap",id="Metaspace"} 5.0020504E7
+jvm_memory_used_bytes{area="nonheap",id="CodeCache"} 1.2352896E7
+jvm_memory_used_bytes{area="heap",id="G1 Eden Space"} 5.6623104E7
+jvm_memory_used_bytes{area="nonheap",id="Compressed Class Space"} 6877464.0
+# TYPE netty_allocator_pooled_arenas gauge
+# HELP netty_allocator_pooled_arenas
+netty_allocator_pooled_arenas{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="heap"} 8.0
+netty_allocator_pooled_arenas{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="direct"} 8.0
+netty_allocator_pooled_arenas{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="heap"} 8.0
+netty_allocator_pooled_arenas{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="direct"} 8.0
+# TYPE example_list_size gauge
+# HELP example_list_size
+example_list_size 0.0
+# TYPE process_cpu_time_ns counter
+# HELP process_cpu_time_ns The \"cpu time\" used by the Java Virtual Machine process
+process_cpu_time_ns_total 6.28E9
+# TYPE jvm_gc_memory_allocated_bytes counter
+# HELP jvm_gc_memory_allocated_bytes Incremented for an increase in the size of the (young) heap memory pool after one GC to before the next
+jvm_gc_memory_allocated_bytes_total 0.0
+# TYPE process_files_max_files gauge
+# HELP process_files_max_files The maximum file descriptor count
+process_files_max_files 1048576.0
+# TYPE http_server_active_requests gauge
+# HELP http_server_active_requests
+http_server_active_requests 1.0
+# TYPE jvm_classes_unloaded_classes counter
+# HELP jvm_classes_unloaded_classes The total number of classes unloaded since the Java virtual machine has started execution
+jvm_classes_unloaded_classes_total 7.0
+# TYPE netty_allocator_memory_used gauge
+# HELP netty_allocator_memory_used
+netty_allocator_memory_used{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="heap"} 0.0
+netty_allocator_memory_used{allocator_type="PooledByteBufAllocator",id="1612048265",memory_type="direct"} 0.0
+netty_allocator_memory_used{allocator_type="UnpooledByteBufAllocator",id="2051878706",memory_type="direct"} 31.0
+netty_allocator_memory_used{allocator_type="UnpooledByteBufAllocator",id="125603901",memory_type="heap"} 0.0
+netty_allocator_memory_used{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="heap"} 0.0
+netty_allocator_memory_used{allocator_type="PooledByteBufAllocator",id="298568580",memory_type="direct"} 196608.0
+netty_allocator_memory_used{allocator_type="UnpooledByteBufAllocator",id="125603901",memory_type="direct"} 0.0
+netty_allocator_memory_used{allocator_type="UnpooledByteBufAllocator",id="2051878706",memory_type="heap"} 128.0
+# TYPE system_load_average_1m gauge
+# HELP system_load_average_1m The sum of the number of runnable entities queued to available processors and the number of runnable entities running on the available processors averaged over a period of time
+system_load_average_1m 0.12939453125
+# TYPE worker_pool_usage_seconds summary
+# HELP worker_pool_usage_seconds Time spent using resources from the pool
+worker_pool_usage_seconds_count{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_usage_seconds_sum{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_usage_seconds_count{pool_name="vert.x-worker-thread",pool_type="worker"} 5.0
+worker_pool_usage_seconds_sum{pool_name="vert.x-worker-thread",pool_type="worker"} 0.020086393
+# TYPE worker_pool_usage_seconds_max gauge
+# HELP worker_pool_usage_seconds_max Time spent using resources from the pool
+worker_pool_usage_seconds_max{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_usage_seconds_max{pool_name="vert.x-worker-thread",pool_type="worker"} 0.015867397
+# TYPE process_cpu_usage gauge
+# HELP process_cpu_usage The \"recent cpu usage\" for the Java Virtual Machine process
+process_cpu_usage 5.638340716874748E-4
+# TYPE jvm_classes_loaded_classes gauge
+# HELP jvm_classes_loaded_classes The number of classes that are currently loaded in the Java virtual machine
+jvm_classes_loaded_classes 11776.0
+# TYPE jvm_gc_live_data_size_bytes gauge
+# HELP jvm_gc_live_data_size_bytes Size of long-lived heap memory pool after reclamation
+jvm_gc_live_data_size_bytes 0.0
+# TYPE jvm_threads_peak_threads gauge
+# HELP jvm_threads_peak_threads The peak live thread count since the Java virtual machine started or peak was reset
+jvm_threads_peak_threads 83.0
+# TYPE jvm_threads_started_threads counter
+# HELP jvm_threads_started_threads The total number of application threads started in the JVM
+jvm_threads_started_threads_total 95.0
+# TYPE jvm_buffer_count_buffers gauge
+# HELP jvm_buffer_count_buffers An estimate of the number of buffers in the pool
+jvm_buffer_count_buffers{id="mapped - 'non-volatile memory'"} 0.0
+jvm_buffer_count_buffers{id="mapped"} 0.0
+jvm_buffer_count_buffers{id="direct"} 13.0
+# TYPE example_prime_number counter
+# HELP example_prime_number
+example_prime_number_total{type="even"} 1.0
+# TYPE worker_pool_queue_size gauge
+# HELP worker_pool_queue_size Number of pending elements in the waiting queue
+worker_pool_queue_size{pool_name="vert.x-internal-blocking",pool_type="worker"} 0.0
+worker_pool_queue_size{pool_name="vert.x-worker-thread",pool_type="worker"} 0.0
+# TYPE netty_allocator_pooled_chunk_size gauge
+# HELP netty_allocator_pooled_chunk_size
+netty_allocator_pooled_chunk_size{allocator_type="PooledByteBufAllocator",id="1612048265"} 65536.0
+netty_allocator_pooled_chunk_size{allocator_type="PooledByteBufAllocator",id="298568580"} 65536.0
+# TYPE process_files_open_files gauge
+# HELP process_files_open_files The open file descriptor count
+process_files_open_files 417.0
+# TYPE netty_allocator_pooled_threadlocal_caches gauge
+# HELP netty_allocator_pooled_threadlocal_caches
+netty_allocator_pooled_threadlocal_caches{allocator_type="PooledByteBufAllocator",id="1612048265"} 0.0
+netty_allocator_pooled_threadlocal_caches{allocator_type="PooledByteBufAllocator",id="298568580"} 2.0
+# EOF
diff --git a/quarkus/tests/test_e2e.py b/quarkus/tests/test_e2e.py
new file mode 100644
index 0000000000000..9897eef7cee99
--- /dev/null
+++ b/quarkus/tests/test_e2e.py
@@ -0,0 +1,12 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import assert_service_checks
+
+
+def test_metrics(dd_agent_check, dd_environment):
+    aggregator = dd_agent_check()
+    aggregator.assert_metric('quarkus.process.cpu.usage')
+    aggregator.assert_service_check('quarkus.openmetrics.health', ServiceCheck.OK, count=1)
+    assert_service_checks(aggregator)
diff --git a/quarkus/tests/test_unit.py b/quarkus/tests/test_unit.py
new file mode 100644
index 0000000000000..9f96137aa2e8c
--- /dev/null
+++ b/quarkus/tests/test_unit.py
@@ -0,0 +1,89 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from pathlib import Path
+
+import pytest
+
+from datadog_checks.dev.utils import get_metadata_metrics
+from datadog_checks.quarkus import QuarkusCheck
+
+EXPECTED_METRICS = [
+    'http_server.requests.seconds.max',
+    'http_server.active_requests',
+    'http_server.bytes_read.max',
+    'http_server.bytes_written.max',
+    'http_server.connections.seconds.max',
+    'jvm.buffer.count_buffers',
+    'jvm.buffer.memory_used.bytes',
+    'jvm.buffer.total_capacity.bytes',
+    'jvm.classes.loaded_classes',
+    'jvm.gc.live_data_size.bytes',
+    'jvm.gc.max_data_size.bytes',
+    'jvm.gc.overhead',
+    'jvm.memory.committed.bytes',
+    'jvm.memory.max.bytes',
+    'jvm.memory.usage_after_gc',
+    'jvm.memory.used.bytes',
+    'jvm.threads.daemon_threads',
+    'jvm.threads.live_threads',
+    'jvm.threads.peak_threads',
+    'jvm.threads.states_threads',
+    'netty.allocator.memory.pinned',
+    'netty.allocator.memory.used',
+    'netty.allocator.pooled.arenas',
+    'netty.allocator.pooled.cache_size',
+    'netty.allocator.pooled.chunk_size',
+    'netty.allocator.pooled.threadlocal_caches',
+    'netty.eventexecutor.tasks_pending',
+    'process.cpu.usage',
+    'process.files.max_files',
+    'process.files.open_files',
+    'process.uptime.seconds',
+    'system.cpu.count',
+    'system.cpu.usage',
+    'system.load_average_1m',
+    'worker_pool.active',
+    'worker_pool.idle',
+    'worker_pool.queue.delay.seconds.max',
+    'worker_pool.queue.size',
+    'worker_pool.ratio',
+    'worker_pool.usage.seconds.max',
+]
+
+
+EXPECTED_SUMMARIES = [
+    'http_server.requests.seconds',
+    'http_server.bytes_read',
+    'http_server.bytes_written',
+    'worker_pool.queue.delay.seconds',
+    'worker_pool.usage.seconds',
+]
+
+
+def test_check(dd_run_check, aggregator, instance, mock_http_response):
+    # Given
+    mock_http_response(file_path=Path(__file__).parent.absolute() / "fixtures" / "quarkus_auto_metrics.txt")
+    check = QuarkusCheck('quarkus', {}, [instance])
+    # When
+    dd_run_check(check)
+    # Then
+    for m in EXPECTED_METRICS:
+        aggregator.assert_metric('quarkus.' + m)
+    for sm in EXPECTED_SUMMARIES:
+        aggregator.assert_metric('quarkus.' + sm + '.count')
+        aggregator.assert_metric('quarkus.' + sm + '.sum')
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+
+
+def test_emits_critical_service_check_when_service_is_down(dd_run_check, aggregator, instance, mock_http_response):
+    # Given
+    mock_http_response(status_code=404)
+    check = QuarkusCheck('quarkus', {}, [instance])
+    # When
+    with pytest.raises(Exception, match="requests.exceptions.HTTPError"):
+        dd_run_check(check)
+    # Then
+    aggregator.assert_service_check('quarkus.openmetrics.health', QuarkusCheck.CRITICAL)
diff --git a/rabbitmq/CHANGELOG.md b/rabbitmq/CHANGELOG.md
index 7c79e8b896e43..87727df760663 100644
--- a/rabbitmq/CHANGELOG.md
+++ b/rabbitmq/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.3.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/rabbitmq/changelog.d/18207.added b/rabbitmq/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/rabbitmq/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/rabbitmq/changelog.d/18580.removed b/rabbitmq/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/rabbitmq/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/rabbitmq/changelog.d/18617.fixed b/rabbitmq/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/rabbitmq/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/rabbitmq/datadog_checks/rabbitmq/__about__.py b/rabbitmq/datadog_checks/rabbitmq/__about__.py
index cd0a90de5b070..7b8b844cb208e 100644
--- a/rabbitmq/datadog_checks/rabbitmq/__about__.py
+++ b/rabbitmq/datadog_checks/rabbitmq/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '6.0.0'
+__version__ = '7.0.0'
diff --git a/ray/CHANGELOG.md b/ray/CHANGELOG.md
index af8ea9f09f2e1..dcf756eea5b3d 100644
--- a/ray/CHANGELOG.md
+++ b/ray/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/ray/changelog.d/18207.added b/ray/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ray/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ray/changelog.d/18617.fixed b/ray/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ray/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ray/datadog_checks/ray/__about__.py b/ray/datadog_checks/ray/__about__.py
index 2ce3bcb822978..0f0226125e7bf 100644
--- a/ray/datadog_checks/ray/__about__.py
+++ b/ray/datadog_checks/ray/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/ray/tests/docker/docker-compose.yaml b/ray/tests/docker/docker-compose.yaml
index 69075a2295464..1720f3226b96b 100644
--- a/ray/tests/docker/docker-compose.yaml
+++ b/ray/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.9'
-
 services:
   ray-head:
     container_name: ray-head
diff --git a/redisdb/CHANGELOG.md b/redisdb/CHANGELOG.md
index 79a4d84bde092..167d25edbc34f 100644
--- a/redisdb/CHANGELOG.md
+++ b/redisdb/CHANGELOG.md
@@ -2,17 +2,31 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.7.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 5.6.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/redisdb/README.md b/redisdb/README.md
index 943124377e74e..3557723d29491 100644
--- a/redisdb/README.md
+++ b/redisdb/README.md
@@ -2,7 +2,7 @@
 
 ## Overview
 
-Whether you use Redis as a database, cache, or message queue, this integration tracks problems with your Redis servers, cloud service, and the parts of your infrastructure they serve. Use the Datadog Agent's Redis check to collects metrics related to:
+Whether you use Redis as a database, cache, or message queue, this integration tracks problems with your Redis servers, cloud service, and the parts of your infrastructure they serve. Use the Datadog Agent's Redis check to collect metrics related to:
 
 - Performance
 - Memory usage
diff --git a/redisdb/changelog.d/18207.added b/redisdb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/redisdb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/redisdb/changelog.d/18580.removed b/redisdb/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/redisdb/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/redisdb/changelog.d/18617.fixed b/redisdb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/redisdb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/redisdb/datadog_checks/redisdb/__about__.py b/redisdb/datadog_checks/redisdb/__about__.py
index 91262416e46c9..18882fdf3298a 100644
--- a/redisdb/datadog_checks/redisdb/__about__.py
+++ b/redisdb/datadog_checks/redisdb/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "6.0.0"
+__version__ = "7.0.0"
diff --git a/redisdb/datadog_checks/redisdb/redisdb.py b/redisdb/datadog_checks/redisdb/redisdb.py
index 86298169a0b26..4dd8d5ff40c5c 100644
--- a/redisdb/datadog_checks/redisdb/redisdb.py
+++ b/redisdb/datadog_checks/redisdb/redisdb.py
@@ -503,21 +503,7 @@ def upstream_parse_slowlog_get(response, **options):
             max_slow_entries = int(self.instance.get(MAX_SLOW_ENTRIES_KEY))
 
         # Get all slowlog entries
-        try:
-            slowlogs = conn.slowlog_get(max_slow_entries)
-        except TypeError as e:
-            # This catch is needed in PY2 because there is a known issue that has only been fixed after redis
-            # dropped python 2 support
-            # issue: https://github.com/andymccurdy/redis-py/issues/1475
-            # fix: https://github.com/andymccurdy/redis-py/pull/1352
-            # TODO: remove once PY2 is no longer supported
-            self.log.exception(e)
-            self.log.error(
-                'There was an error retrieving slowlog, these metrics will be skipped. This issue is fixed on Agent 7+.'
-                ' You can find more information about upgrading to agent 7 in '
-                'https://docs.datadoghq.com/agent/versions/upgrade_to_agent_v7/?tab=linux'
-            )
-            slowlogs = []
+        slowlogs = conn.slowlog_get(max_slow_entries)
 
         # Find slowlog entries between last timestamp and now using start_time
         slowlogs = [s for s in slowlogs if s['start_time'] > self.last_timestamp_seen]
diff --git a/requirements-agent-release.txt b/requirements-agent-release.txt
index 85052975e4984..603be6bf45000 100644
--- a/requirements-agent-release.txt
+++ b/requirements-agent-release.txt
@@ -1,206 +1,215 @@
 # DO NOT PASS THIS TO PIP DIRECTLY
 # THIS FILE IS AUTO-GENERATED, DO NOT EDIT BY HAND
 --no-index
-datadog-active-directory==3.0.0; sys_platform == 'win32'
-datadog-activemq-xml==4.0.0
-datadog-activemq==4.0.0
-datadog-aerospike==3.0.0; sys_platform == 'linux2'
-datadog-airflow==6.0.0
-datadog-amazon-msk==5.0.0
-datadog-ambari==5.0.0; sys_platform != 'win32'
-datadog-apache==5.0.0
+datadog-active-directory==4.0.0; sys_platform == 'win32'
+datadog-activemq-xml==5.0.0
+datadog-activemq==5.0.0
+datadog-aerospike==4.0.1; sys_platform == 'linux2'
+datadog-airflow==6.2.0
+datadog-amazon-msk==6.0.0
+datadog-ambari==6.0.0; sys_platform != 'win32'
+datadog-apache==6.0.0
 datadog-appgate-sdp==1.0.0; sys_platform != 'win32'
-datadog-arangodb==3.0.0
-datadog-argo-rollouts==2.0.0
-datadog-argo-workflows==2.0.0
-datadog-argocd==3.0.0
-datadog-aspdotnet==3.0.0; sys_platform == 'win32'
-datadog-avi-vantage==5.0.0
-datadog-aws-neuron==2.0.0
-datadog-azure-iot-edge==5.0.0
-datadog-boundary==3.0.0
-datadog-btrfs==3.0.0; sys_platform != 'win32'
-datadog-cacti==3.0.0; sys_platform == 'linux2'
-datadog-calico==3.0.0
-datadog-cassandra-nodetool==2.0.0
-datadog-cassandra==2.0.0
-datadog-ceph==3.0.0; sys_platform != 'win32'
-datadog-cert-manager==5.0.0
+datadog-arangodb==3.1.0
+datadog-argo-rollouts==2.1.0
+datadog-argo-workflows==2.1.0
+datadog-argocd==3.2.0
+datadog-aspdotnet==4.0.0; sys_platform == 'win32'
+datadog-avi-vantage==5.1.0
+datadog-aws-neuron==2.0.1
+datadog-azure-iot-edge==6.0.0
+datadog-boundary==3.1.0
+datadog-btrfs==4.0.0; sys_platform != 'win32'
+datadog-cacti==4.0.0; sys_platform == 'linux2'
+datadog-calico==4.0.0
+datadog-cassandra-nodetool==3.0.0
+datadog-cassandra==3.0.0
+datadog-ceph==4.0.0; sys_platform != 'win32'
+datadog-cert-manager==5.1.0
 datadog-checkpoint-quantum-firewall==1.0.0
-datadog-checks-base==37.0.0
-datadog-checks-dependency-provider==2.0.0
-datadog-checks-downloader==5.0.0
-datadog-cilium==4.0.0
-datadog-cisco-aci==3.0.0
+datadog-checks-base==37.3.0
+datadog-checks-dependency-provider==3.0.0
+datadog-checks-downloader==7.0.0
+datadog-cilium==5.0.0
+datadog-cisco-aci==4.2.0
 datadog-cisco-secure-firewall==1.0.0
-datadog-citrix-hypervisor==4.0.0
-datadog-clickhouse==4.0.0
-datadog-cloud-foundry-api==4.0.0
-datadog-cloudera==3.0.0
-datadog-cockroachdb==4.0.0
-datadog-confluent-platform==2.0.0
-datadog-consul==3.0.0
-datadog-coredns==4.0.0; sys_platform == 'linux2'
-datadog-couch==7.0.0
-datadog-couchbase==4.0.0
-datadog-crio==3.0.0
-datadog-datadog-cluster-agent==4.0.0
-datadog-dcgm==3.0.0
-datadog-directory==3.0.0
-datadog-disk==6.0.0
-datadog-dns-check==4.0.0
-datadog-dotnetclr==3.0.0; sys_platform == 'win32'
-datadog-druid==3.0.0
-datadog-ecs-fargate==5.0.0
-datadog-eks-fargate==5.0.0
-datadog-elastic==7.0.0
-datadog-envoy==4.0.0
-datadog-esxi==2.0.0
-datadog-etcd==7.0.0
-datadog-exchange-server==3.0.0; sys_platform == 'win32'
-datadog-external-dns==4.0.0
-datadog-flink==2.0.0
-datadog-fluentd==4.0.0
-datadog-fluxcd==2.0.0
-datadog-fly-io==2.0.0
-datadog-foundationdb==2.0.0
-datadog-gearmand==4.0.0; sys_platform != 'win32'
-datadog-gitlab-runner==5.0.0
-datadog-gitlab==8.0.0
-datadog-glusterfs==2.0.0; sys_platform == 'linux2'
-datadog-go-expvar==3.0.0
-datadog-gunicorn==3.0.0; sys_platform != 'win32'
-datadog-haproxy==6.0.0
-datadog-harbor==4.0.0
-datadog-hazelcast==5.0.0
-datadog-hdfs-datanode==5.0.0; sys_platform != 'win32'
-datadog-hdfs-namenode==5.0.0; sys_platform != 'win32'
-datadog-hive==2.0.0
-datadog-hivemq==2.0.0
-datadog-http-check==10.0.0
-datadog-hudi==3.0.0
-datadog-hyperv==2.0.0; sys_platform == 'win32'
-datadog-ibm-ace==3.0.0
-datadog-ibm-db2==3.0.0
-datadog-ibm-i==3.0.0; sys_platform != 'win32'
-datadog-ibm-mq==7.0.0
-datadog-ibm-was==4.0.0
-datadog-ignite==3.0.0
-datadog-iis==4.0.0; sys_platform == 'win32'
-datadog-impala==3.0.0
-datadog-istio==7.0.0
-datadog-jboss-wildfly==3.0.0
-datadog-journald==2.0.0
-datadog-kafka-consumer==5.0.0
-datadog-kafka==3.0.0
-datadog-karpenter==2.0.0
-datadog-kong==4.0.0
-datadog-kube-apiserver-metrics==5.0.0
-datadog-kube-controller-manager==6.0.0
-datadog-kube-dns==5.0.0
-datadog-kube-metrics-server==4.0.0
-datadog-kube-proxy==7.0.0
-datadog-kube-scheduler==5.0.0
+datadog-citrix-hypervisor==5.0.0
+datadog-clickhouse==5.1.0
+datadog-cloud-foundry-api==5.0.0
+datadog-cloudera==3.2.0
+datadog-cockroachdb==5.0.0
+datadog-confluent-platform==3.0.0
+datadog-consul==4.0.0
+datadog-coredns==5.0.0; sys_platform == 'linux2'
+datadog-couch==8.1.0
+datadog-couchbase==5.0.0
+datadog-crio==4.0.0
+datadog-datadog-cluster-agent==5.2.0
+datadog-dcgm==3.1.0
+datadog-directory==4.0.0
+datadog-disk==7.0.0
+datadog-dns-check==5.0.1
+datadog-dotnetclr==4.0.0; sys_platform == 'win32'
+datadog-druid==4.0.0
+datadog-ecs-fargate==6.0.0
+datadog-eks-fargate==6.0.0
+datadog-elastic==8.0.1
+datadog-envoy==5.0.0
+datadog-esxi==3.0.0
+datadog-etcd==8.0.0
+datadog-exchange-server==4.0.0; sys_platform == 'win32'
+datadog-external-dns==5.0.0
+datadog-flink==3.0.0
+datadog-fluentd==5.0.0
+datadog-fluxcd==2.1.0
+datadog-fly-io==2.0.1
+datadog-foundationdb==3.0.0
+datadog-gearmand==5.0.0; sys_platform != 'win32'
+datadog-gitlab-runner==6.0.0
+datadog-gitlab==9.0.0
+datadog-glusterfs==3.0.1; sys_platform == 'linux2'
+datadog-go-expvar==4.0.0
+datadog-gunicorn==4.0.0; sys_platform != 'win32'
+datadog-haproxy==7.0.0
+datadog-harbor==5.0.0
+datadog-hazelcast==6.0.0
+datadog-hdfs-datanode==6.0.0; sys_platform != 'win32'
+datadog-hdfs-namenode==6.0.0; sys_platform != 'win32'
+datadog-hive==2.1.0
+datadog-hivemq==2.1.0
+datadog-http-check==11.0.0
+datadog-hudi==4.0.0
+datadog-hyperv==3.0.0; sys_platform == 'win32'
+datadog-ibm-ace==4.0.0
+datadog-ibm-db2==4.0.1
+datadog-ibm-i==4.0.0; sys_platform != 'win32'
+datadog-ibm-mq==8.0.0
+datadog-ibm-was==5.0.0
+datadog-ignite==3.1.0
+datadog-iis==5.0.0; sys_platform == 'win32'
+datadog-impala==3.1.0
+datadog-istio==8.0.0
+datadog-jboss-wildfly==3.1.0
+datadog-journald==3.0.0
+datadog-kafka-consumer==6.1.0
+datadog-kafka==4.0.0
+datadog-karpenter==2.1.0
+datadog-keda==1.0.0
+datadog-kong==5.0.0
+datadog-kube-apiserver-metrics==6.0.0
+datadog-kube-controller-manager==7.0.0
+datadog-kube-dns==6.0.0
+datadog-kube-metrics-server==5.0.0
+datadog-kube-proxy==8.0.0
+datadog-kube-scheduler==6.0.0
 datadog-kubeflow==1.0.0
-datadog-kubelet==8.0.0
-datadog-kubernetes-cluster-autoscaler==2.0.0
-datadog-kubernetes-state==9.0.0
+datadog-kubelet==9.0.0
+datadog-kubernetes-cluster-autoscaler==2.1.0
+datadog-kubernetes-state==10.0.0
 datadog-kubevirt-api==1.0.0
 datadog-kubevirt-controller==1.0.0
-datadog-kubevirt-handler==1.0.0
-datadog-kyototycoon==3.0.0
-datadog-kyverno==2.0.0
-datadog-lighttpd==4.0.0
-datadog-linkerd==5.0.0
-datadog-linux-proc-extras==3.0.0; sys_platform == 'linux2'
-datadog-mapr==2.0.0; sys_platform == 'linux2'
-datadog-mapreduce==5.0.0
-datadog-marathon==3.0.0; sys_platform != 'win32'
-datadog-marklogic==5.0.0
-datadog-mcache==5.0.0; sys_platform != 'win32'
-datadog-mesos-master==4.0.0; sys_platform != 'win32'
-datadog-mesos-slave==4.0.0; sys_platform != 'win32'
-datadog-mongo==7.0.0
-datadog-mysql==13.0.0
-datadog-nagios==2.0.0
-datadog-network==4.1.0
-datadog-nfsstat==2.0.0; sys_platform == 'linux2'
-datadog-nginx-ingress-controller==3.0.0
-datadog-nginx==7.0.0
-datadog-nvidia-triton==2.0.0
-datadog-openldap==2.0.0
-datadog-openmetrics==5.0.0
-datadog-openstack-controller==7.0.0
-datadog-openstack==3.0.0
+datadog-kubevirt-handler==1.0.1
+datadog-kyototycoon==4.0.0
+datadog-kyverno==2.1.0
+datadog-lighttpd==5.0.0
+datadog-linkerd==6.0.0
+datadog-linux-proc-extras==4.0.0; sys_platform == 'linux2'
+datadog-mapr==3.0.0; sys_platform == 'linux2'
+datadog-mapreduce==6.0.0
+datadog-marathon==4.0.0; sys_platform != 'win32'
+datadog-marklogic==6.0.0
+datadog-mcache==6.0.0; sys_platform != 'win32'
+datadog-mesos-master==5.0.0; sys_platform != 'win32'
+datadog-mesos-slave==5.0.0; sys_platform != 'win32'
+datadog-milvus==1.0.0
+datadog-mongo==8.3.1
+datadog-mysql==14.4.0
+datadog-nagios==3.0.0
+datadog-network==5.1.0
+datadog-nfsstat==3.0.0; sys_platform == 'linux2'
+datadog-nginx-ingress-controller==4.0.0
+datadog-nginx==8.0.0
+datadog-nvidia-nim==1.0.0
+datadog-nvidia-triton==2.1.0
+datadog-openldap==3.0.0
+datadog-openmetrics==6.0.0
+datadog-openstack-controller==8.0.0
+datadog-openstack==4.0.0
 datadog-oracle==6.0.0
 datadog-ossec-security==2.0.0
 datadog-palo-alto-panorama==1.0.0
-datadog-pan-firewall==2.0.0
-datadog-pdh-check==3.0.0; sys_platform == 'win32'
-datadog-pgbouncer==7.0.0; sys_platform != 'win32'
-datadog-php-fpm==4.0.0
+datadog-pan-firewall==3.0.0
+datadog-pdh-check==4.0.0; sys_platform == 'win32'
+datadog-pgbouncer==8.0.0; sys_platform != 'win32'
+datadog-php-fpm==5.0.0
 datadog-ping-federate==2.0.0
-datadog-postfix==2.0.0; sys_platform != 'win32'
-datadog-postgres==21.0.0
-datadog-powerdns-recursor==3.0.0
-datadog-presto==3.0.0
-datadog-process==4.0.0
-datadog-prometheus==4.0.0
-datadog-proxysql==6.0.0
-datadog-pulsar==3.0.0
-datadog-rabbitmq==6.0.0
-datadog-ray==2.0.0
-datadog-redisdb==6.0.0
-datadog-rethinkdb==4.0.0
-datadog-riak==4.0.0
-datadog-riakcs==3.0.0
-datadog-sap-hana==4.0.0
-datadog-scylla==3.0.0
-datadog-sidekiq==2.0.0
-datadog-silk==3.0.0
-datadog-singlestore==3.0.0
-datadog-snmp==8.0.0
-datadog-snowflake==6.0.0
-datadog-solr==2.0.0
-datadog-sonarqube==4.0.0
-datadog-spark==5.0.0
-datadog-sqlserver==18.0.0
-datadog-squid==3.0.0
-datadog-ssh-check==3.0.0
-datadog-statsd==2.0.0
-datadog-strimzi==3.0.0
-datadog-supervisord==3.0.0
+datadog-postfix==3.0.0; sys_platform != 'win32'
+datadog-postgres==22.4.0
+datadog-powerdns-recursor==4.0.0
+datadog-presto==3.1.0
+datadog-process==5.0.0
+datadog-prometheus==5.0.0
+datadog-proxysql==7.0.0
+datadog-pulsar==3.1.0
+datadog-quarkus==1.0.0
+datadog-rabbitmq==7.0.0
+datadog-ray==2.1.0
+datadog-redisdb==7.0.0
+datadog-rethinkdb==5.0.0
+datadog-riak==5.0.0
+datadog-riakcs==4.0.0
+datadog-sap-hana==5.0.0
+datadog-scylla==4.0.0
+datadog-sidekiq==3.0.0
+datadog-silk==4.0.0
+datadog-singlestore==4.0.0
+datadog-slurm==1.0.3; sys_platform == 'linux2'
+datadog-snmp==9.1.0
+datadog-snowflake==7.1.0
+datadog-solr==2.1.0
+datadog-sonarqube==5.1.0
+datadog-sonicwall-firewall==1.0.0
+datadog-spark==6.1.0
+datadog-sqlserver==21.0.0
+datadog-squid==4.0.0
+datadog-ssh-check==4.0.0
+datadog-statsd==3.0.0
+datadog-strimzi==3.1.0
+datadog-supabase==1.0.0
+datadog-supervisord==4.0.0
 datadog-suricata==2.0.0
-datadog-system-core==3.0.0
-datadog-system-swap==2.0.0
-datadog-tcp-check==5.0.0
-datadog-teamcity==5.0.0
-datadog-tekton==2.0.0
-datadog-teleport==2.0.0
-datadog-temporal==3.0.0
-datadog-tenable==2.0.0
-datadog-teradata==3.0.0; sys_platform != 'darwin'
-datadog-tibco-ems==2.0.0
-datadog-tls==3.0.0
+datadog-symantec-endpoint-protection==1.0.0
+datadog-system-core==4.0.0
+datadog-system-swap==3.0.0
+datadog-tcp-check==6.0.0
+datadog-teamcity==6.0.0
+datadog-tekton==2.1.0
+datadog-teleport==2.1.0
+datadog-temporal==3.1.0
+datadog-tenable==3.0.0
+datadog-teradata==4.0.0; sys_platform != 'darwin'
+datadog-tibco-ems==2.1.0; sys_platform != 'win32'
+datadog-tls==4.0.0
 datadog-tokumx==3.2.0
-datadog-tomcat==3.0.0
-datadog-torchserve==3.0.0
-datadog-traefik-mesh==2.0.0
-datadog-traffic-server==3.0.0
-datadog-twemproxy==2.0.0
-datadog-twistlock==4.0.0
-datadog-varnish==3.0.0
-datadog-vault==5.0.0
-datadog-vertica==5.0.0
-datadog-vllm==2.0.0
-datadog-voltdb==4.0.0
-datadog-vsphere==8.0.0
-datadog-weaviate==3.0.0
-datadog-weblogic==2.0.0
-datadog-win32-event-log==4.0.0; sys_platform == 'win32'
-datadog-windows-performance-counters==3.0.0; sys_platform == 'win32'
-datadog-windows-service==5.0.0; sys_platform == 'win32'
-datadog-wmi-check==2.0.0; sys_platform == 'win32'
-datadog-yarn==6.0.0
+datadog-tomcat==4.0.0
+datadog-torchserve==3.1.0
+datadog-traefik-mesh==2.1.0
+datadog-traffic-server==3.1.0
+datadog-twemproxy==3.0.0
+datadog-twistlock==5.0.0
+datadog-varnish==4.0.0
+datadog-vault==6.0.0
+datadog-vertica==6.0.0
+datadog-vllm==2.1.0
+datadog-voltdb==5.0.0
+datadog-vsphere==8.1.0
+datadog-wazuh==1.0.0
+datadog-weaviate==3.1.0
+datadog-weblogic==3.0.0
+datadog-win32-event-log==5.0.0; sys_platform == 'win32'
+datadog-windows-performance-counters==3.1.0; sys_platform == 'win32'
+datadog-windows-service==6.0.0; sys_platform == 'win32'
+datadog-wmi-check==3.0.0; sys_platform == 'win32'
+datadog-yarn==7.0.0
 datadog-zeek==1.0.0; sys_platform != 'win32'
-datadog-zk==5.0.0; sys_platform != 'win32'
+datadog-zk==6.0.0; sys_platform != 'win32'
diff --git a/rethinkdb/CHANGELOG.md b/rethinkdb/CHANGELOG.md
index cef9e6a1f3525..c7e8149039315 100644
--- a/rethinkdb/CHANGELOG.md
+++ b/rethinkdb/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Bump RethinkDB version for py3.12 E2E tests ([#18636](https://github.com/DataDog/integrations-core/pull/18636))
 
 ## 3.1.0 / 2024-01-05 / Agent 7.51.0
diff --git a/rethinkdb/changelog.d/18207.added b/rethinkdb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/rethinkdb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/rethinkdb/changelog.d/18580.removed b/rethinkdb/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/rethinkdb/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/rethinkdb/changelog.d/18617.fixed b/rethinkdb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/rethinkdb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/rethinkdb/datadog_checks/rethinkdb/__about__.py b/rethinkdb/datadog_checks/rethinkdb/__about__.py
index bcf02753eab69..1fda5ed1ca206 100644
--- a/rethinkdb/datadog_checks/rethinkdb/__about__.py
+++ b/rethinkdb/datadog_checks/rethinkdb/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/riak/CHANGELOG.md b/riak/CHANGELOG.md
index d764208c5bc24..230d2060e7352 100644
--- a/riak/CHANGELOG.md
+++ b/riak/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/riak/changelog.d/18207.added b/riak/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/riak/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/riak/changelog.d/18580.removed b/riak/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/riak/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/riak/changelog.d/18617.fixed b/riak/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/riak/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/riak/datadog_checks/riak/__about__.py b/riak/datadog_checks/riak/__about__.py
index f81a9a356ff96..b033d7b5bb770 100644
--- a/riak/datadog_checks/riak/__about__.py
+++ b/riak/datadog_checks/riak/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "4.0.0"
+__version__ = "5.0.0"
diff --git a/riakcs/CHANGELOG.md b/riakcs/CHANGELOG.md
index 22fc2429d134d..215864fe3aa68 100644
--- a/riakcs/CHANGELOG.md
+++ b/riakcs/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.12.0 / 2024-09-05
 
 ***Added***:
diff --git a/riakcs/changelog.d/18207.added b/riakcs/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/riakcs/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/riakcs/changelog.d/18580.removed b/riakcs/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/riakcs/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/riakcs/changelog.d/18617.fixed b/riakcs/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/riakcs/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/riakcs/datadog_checks/riakcs/__about__.py b/riakcs/datadog_checks/riakcs/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/riakcs/datadog_checks/riakcs/__about__.py
+++ b/riakcs/datadog_checks/riakcs/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/ringcentral/README.md b/ringcentral/README.md
index 22124824dfb1f..242584288907b 100644
--- a/ringcentral/README.md
+++ b/ringcentral/README.md
@@ -1,16 +1,70 @@
+# RingCentral
+
 ## Overview
 
-The RingCentral integration seamlessly collects Voice, Audit, A2P SMS and Voice(Analytics) data and ingests them into Datadog for comprehensive analysis. Leveraging the built-in logs pipeline, these logs are parsed and enriched, enabling effortless search and analysis. The integration empowers users with deep insights into call activities, SMS trends, and audit trails through intuitive, out-of-the-box dashboards. Additionally, it includes pre-configured monitors for proactive notifications on SMS budget overrun and SMS error rates.
+[RingCentral][5] is a leading cloud-based communication and collaboration platform for businesses. It offers services such as voice, messaging, and video conferencing, seamlessly integrating with various business applications.
+
+The RingCentral integration collects voice and audit logs, as well as Voice (Analytics) and A2P SMS metrics, and sends them to Datadog for comprehensive analysis.
 
 ## Setup
 
-### Configuration
+### Generate API Credentials in RingCentral
+
+1. Log into your [RingCentral Developer][2] account using a user with a Super Admin role or [Custom role](#create-and-assign-a-custom-role).  
+2. Click **Console**.
+3. Under the *Apps* section, click **Register App**.
+4. Select **Rest API app** for the App type .
+5. Fill in the required details for your application, such as the name and description.
+
+   | Field     | Selection | 
+   | ---  | ----------- | 
+   | Do you intend to promote this app in the RingCentral App Gallery? | **No** |
+   | Auth type | **JWT auth flow** |
+   | Issue refresh tokens | **Yes** |
+   | Application scopes | Select the following:<br><ul><li>Analytics</li><li>Read Audit Trail</li><li>Read Call Log</li><li>A2P SMS</li></ul>|
+6. Click on Create App.
+7. After creating the application, find the `clientId` and `clientSecret` in the application settings.
+8. To get the JWT Token, locate the **Credentials** by clicking your username in the top-right corner.
+9. Click **Create JWT**.
+10. Add an appropriate label and select the **Production** environment.
+11. Allow this JWT token for only a specific app and add the `clientId` of the application created above.
+12. If you select an expiration date, make sure you create a new JWT and update it in the integration configuration before the expiry date.
+13. Click **Create JWT**.
+
+
+#### Create and assign a custom role
+1. Create a custom role, following the [RingCentral documentation][3].
+2. Select **Standard** role as a starting point.
+3. Provide additional **Audit Trail** and **Company Call Log - View Only** permissions to the role.
+4. Assign a custom role to a user, following the [RingCentral documentation][4].
 
-!!! Add list of steps to set up this integration !!!
 
-### Validation
+### Get RingCentral account ID
+1. Visit [RingCentral][1] and log in as a Super Admin.
+2. Under the **Users** section, click **Users with Extensions**.
+3. From the list of users, click on the user who has a "Super Admin" suffix in their name to open the user's details panel.
+4. Look at the URL in your web browser's address bar.
+5. Find the 9-digit number within the URL. This is your RingCentral account ID.
+   - **Example URL:** https://service.ringcentral.com/application/users/users/default/123456789/settings/default
+   - The `123456789` is your Account ID.
 
-!!! Add steps to validate integration is functioning as expected !!!
+
+### Connect your RingCentral account to Datadog
+
+1. Add your RingCentral credentials.
+
+   | Parameters       |   Description                                                 |
+   | ---------------  | --------------------------------------------------------------|
+   |Account ID        | The account ID of RingCentral.                                |
+   |Client ID         | The client ID of the RingCentral application.                 |
+   |Client Secret     | The client secret of the RingCentral application.             |
+   |JWT Token         | The JWT token from RingCentral.                               |
+   |Get Voice Calls Logs  | Enable to collect voice call logs from RingCentral. The default value is "true". |
+   |Get Voice(Analytics) Metrics | Enable to collect Voice(Analytics) metrics from RingCentral. The default value is "true". |
+   |Get SMS Metrics    | Enable to collect SMS metrics from RingCentral. The default value is "true".  | 
+   |Get Audit Logs     | Enable to collect audit logs from RingCentral. The default value is "true".   |
+
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
@@ -20,16 +74,21 @@ The RingCentral integration collects and forwards Voice and Audit logs to Datado
 
 ### Metrics
 
-The RingCentral integration collects and forwards Voice(Analytics) and SMS metrics to Datadog. See [metadata.csv][4] for a list of metrics provided by this integration.
+The RingCentral integration collects and forwards Voice(Analytics) and SMS metrics to Datadog.
+
+{{< get-metrics-from-git "ringcentral" >}}
 
 ### Events
 
 The RingCentral integration does not include any events.
 
 ## Support
-For further assistance, contact [Datadog Support][3].
+
+For further assistance, contact [Datadog Support][6].
 
 [1]: https://service.ringcentral.com/
 [2]: https://developers.ringcentral.com/
-[3]: https://docs.datadoghq.com/help/
-[4]: https://github.com/DataDog/integrations-core/blob/master/ringcentral/metadata.csv
\ No newline at end of file
+[3]: https://support.ringcentral.com/article-v2/10641-user-roles-permissions-edit-permission-custom-role.html?brand=RC_US&product=RingEX&language=en_US
+[4]: https://support.ringcentral.com/article-v2/10647-user-roles-permissions-assign-role-user-details.html?brand=RC_US&product=RingEX&language=en_US
+[5]: https://www.ringcentral.com/
+[6]: https://docs.datadoghq.com/help/
diff --git a/ringcentral/assets/dashboards/ringcentral_audit.json b/ringcentral/assets/dashboards/ringcentral_audit.json
new file mode 100644
index 0000000000000..f9cd3cded8790
--- /dev/null
+++ b/ringcentral/assets/dashboards/ringcentral_audit.json
@@ -0,0 +1,589 @@
+{
+  "title": "RingCentral Audit",
+  "description": "The RingCentral Audit dashboard provides a detailed examination of activity within the RingCentral account. It includes the total number of audit logs, frequent audit logs, infrequent audit logs and detailed insights into audit activities.",
+  "widgets": [
+    {
+      "id": 4130361917849544,
+      "definition": {
+        "type": "image",
+        "url": "https://www.jenne.com/media/1024/ringcentral.png",
+        "url_dark_theme": "https://www.jenne.com/media/1024/ringcentral.png",
+        "sizing": "fill",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 7,
+        "height": 2
+      }
+    },
+    {
+      "id": 259564121481914,
+      "definition": {
+        "title": "Total Audit Logs",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:ringcentral service:audit $AccountId $EventType $ActionId $ExtensionId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "conditional_formats": [
+              {
+                "comparator": ">=",
+                "value": 0,
+                "palette": "black_on_light_green"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area",
+          "yaxis": {
+            "include_zero": true
+          }
+        }
+      },
+      "layout": {
+        "x": 7,
+        "y": 0,
+        "width": 5,
+        "height": 5
+      }
+    },
+    {
+      "id": 727466998845956,
+      "definition": {
+        "type": "note",
+        "content": "**Dashboard Overview**\n\nThe RingCentral Audit dashboard provides a detailed examination of activity within the RingCentral account. It includes the total number of audit logs, frequent audit logs, infrequent audit logs and detailed insights into audit activities.\n\nFor more information, see the [RingCentral Integration Documentation](https://docs.datadoghq.com/integrations/ringcentral/).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "transparent",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 7,
+        "height": 3
+      }
+    },
+    {
+      "id": 7222771573571842,
+      "definition": {
+        "title": "Frequent Audit Logs",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@actionId",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $AccountId $EventType $ActionId $ExtensionId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 5,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 6431214995239432,
+      "definition": {
+        "title": "Infrequent Audit Logs",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@actionId",
+                    "limit": 10,
+                    "sort": {
+                      "order": "asc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $AccountId $EventType $ActionId $ExtensionId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "asc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 5,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 1139033551588232,
+      "definition": {
+        "title": "Activity by User ",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $EventType $ActionId $ExtensionId $AccountId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "style": {
+              "palette": "datadog16"
+            },
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "type": "sunburst",
+        "legend": {
+          "type": "table"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 9,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 7580811123066196,
+      "definition": {
+        "title": "Activity by Extension ID",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@extensionId",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $EventType $ActionId $AccountId $UserName $ExtensionId"
+                },
+                "storage": "hot"
+              }
+            ],
+            "style": {
+              "palette": "datadog16"
+            },
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "type": "sunburst",
+        "legend": {
+          "type": "table"
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 9,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 4062801632963958,
+      "definition": {
+        "title": "Activity by Role",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@initiator.role",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $EventType $ActionId $ExtensionId $AccountId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "style": {
+              "palette": "datadog16"
+            },
+            "sort": {
+              "count": 500,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "type": "sunburst",
+        "legend": {
+          "type": "table"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 13,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 4650277533081732,
+      "definition": {
+        "title": "Activity by Location",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 250,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:ringcentral service:audit $EventType $ActionId $ExtensionId $AccountId $UserName"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 250,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 13,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 5393766589865430,
+      "definition": {
+        "title": "Audit Logs",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "service:audit source:ringcentral $AccountId $EventType $ActionId $ExtensionId $UserName",
+              "indexes": [],
+              "storage": "hot",
+              "sort": {
+                "order": "desc",
+                "column": "timestamp"
+              }
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "service",
+                "width": "auto"
+              },
+              {
+                "field": "content",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 17,
+        "width": 12,
+        "height": 5
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "AccountId",
+      "prefix": "@accountId",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "EventType",
+      "prefix": "@eventType",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "ActionId",
+      "prefix": "@actionId",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "ExtensionId",
+      "prefix": "@extensionId",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "UserName",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/ringcentral/assets/dashboards/ringcentral_message.json b/ringcentral/assets/dashboards/ringcentral_message.json
new file mode 100644
index 0000000000000..041b540565601
--- /dev/null
+++ b/ringcentral/assets/dashboards/ringcentral_message.json
@@ -0,0 +1,907 @@
+{
+  "title": "RingCentral Message",
+  "description": "The Message Dashboard delivers an in-depth look at A2P SMS metrics within RingCentral, focusing on performance, costs, and message delivery status. It provides valuable insights, to help you make effective decision and improve operational efficiency.",
+  "widgets": [
+    {
+      "id": 1098312735089554,
+      "definition": {
+        "type": "image",
+        "url": "https://www.jenne.com/media/1024/ringcentral.png",
+        "url_dark_theme": "https://www.jenne.com/media/1024/ringcentral.png",
+        "sizing": "fill",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 5,
+        "height": 1
+      }
+    },
+    {
+      "id": 3467094000519634,
+      "definition": {
+        "title": "SMS Monitors Summary",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 6103602941817638,
+            "definition": {
+              "title": "SMS Monitors Summary",
+              "type": "manage_status",
+              "display_format": "countsAndList",
+              "color_preference": "text",
+              "hide_zero_counts": true,
+              "show_status": true,
+              "last_triggered_format": "relative",
+              "query": "tag:(integration:ringcentral)",
+              "sort": "status,asc",
+              "count": 50,
+              "start": 0,
+              "summary_type": "monitors",
+              "show_priority": false,
+              "show_last_triggered": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 7,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 5,
+        "y": 0,
+        "width": 7,
+        "height": 5
+      }
+    },
+    {
+      "id": 1183794838763428,
+      "definition": {
+        "type": "note",
+        "content": "**Dashboard Overview**\n\nThe Message Dashboard delivers an in-depth look at A2P SMS  metrics within RingCentral, focusing on performance, costs, and message delivery status and provides valuable insights,  aiding in effective decision-making and operational efficiency.\n\nFor more information, see the [RingCentral Integration Documentation](https://docs.datadoghq.com/integrations/ringcentral).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "center",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 1,
+        "width": 5,
+        "height": 4
+      }
+    },
+    {
+      "id": 1354438272141958,
+      "definition": {
+        "title": "Message Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 6749798258044494,
+            "definition": {
+              "title": "Total Messages",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:ringcentral.message.total_messages{$AccountId,$Direction}.as_count()",
+                      "aggregator": "sum"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">=",
+                      "value": 0,
+                      "palette": "black_on_light_green",
+                      "custom_bg_color": "#e1f0fa"
+                    }
+                  ]
+                }
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+        "type": "group",
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+                  "queries": [
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+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "sum:ringcentral.message.sending_failed_messages{$AccountId,$Direction}.as_count()",
+                      "aggregator": "sum"
+                    }
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+              "height": 3
+            }
+          },
+          {
+            "id": 8470755112862582,
+            "definition": {
+              "type": "note",
+              "content": "In case of message sending or delivery failure, please refer to this [link](https://developers.ringcentral.com/guide/messaging/sms/high-volume/handling-errors#common-errors) for a detailed description of the error codes.",
+              "background_color": "yellow",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
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+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 26,
+        "width": 12,
+        "height": 9
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "AccountId",
+      "prefix": "accountid",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Direction",
+      "prefix": "direction",
+      "available_values": [
+        "inbound",
+        "outbound"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/ringcentral/assets/dashboards/ringcentral_voice_call.json b/ringcentral/assets/dashboards/ringcentral_voice_call.json
new file mode 100644
index 0000000000000..4c3be6899bcff
--- /dev/null
+++ b/ringcentral/assets/dashboards/ringcentral_voice_call.json
@@ -0,0 +1,1437 @@
+{
+  "title": "RingCentral Voice Call",
+  "description": "The RingCentral Voice Dashboard offers an extensive view of RingCentral voice call metrics, providing crucial insights into call performance, usage, and associated costs. It serves as a vital tool for analyzing user behavior, detecting call patterns, and enhancing communication efficiency within the organization.",
+  "widgets": [
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+              "has_border": false,
+              "vertical_align": "center",
+              "horizontal_align": "center"
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+              "y": 0,
+              "width": 5,
+              "height": 2
+          }
+      },
+      {
+          "id": 889760886222274,
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+              "title": "Call Overview",
+              "background_color": "vivid_blue",
+              "show_title": true,
+              "type": "group",
+              "layout_type": "ordered",
+              "widgets": [
+                  {
+                      "id": 1638255374572738,
+                      "definition": {
+                          "title": "Total Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.total_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "black_on_light_yellow",
+                                          "custom_bg_color": "#e1f0fa"
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+                          ],
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+                  },
+                  {
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+                      "definition": {
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+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.total_call_minutes{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "custom_unit_label",
+                                                  "label": "minutes"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "black_on_light_yellow"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 2
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 2,
+                          "width": 3,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 8016995663955472,
+                      "definition": {
+                          "title": "Average Call Duration",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.total_call_minutes{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "name": "query2",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.total_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit",
+                                                  "unit_name": "minute"
+                                              }
+                                          },
+                                          "formula": "query1 / query2"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "black_on_light_yellow"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 2
+                      },
+                      "layout": {
+                          "x": 3,
+                          "y": 2,
+                          "width": 4,
+                          "height": 3
+                      }
+                  }
+              ]
+          },
+          "layout": {
+              "x": 5,
+              "y": 0,
+              "width": 7,
+              "height": 6
+          }
+      },
+      {
+          "id": 2923359492917778,
+          "definition": {
+              "type": "note",
+              "content": "**Dashboard Overview**\n\nThe RingCentral Voice Dashboard offers an extensive view of RingCentral voice call metrics, providing crucial insights into call performance, usage, and associated costs. It serves as a vital tool for analyzing user behavior, detecting call patterns, and enhancing communication efficiency within the organization.\n\nFor more information, see the [RingCentral Integration Documentation](https://docs.datadoghq.com/integrations/ringcentral).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+              "background_color": "white",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+          },
+          "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 5,
+              "height": 4
+          }
+      },
+      {
+          "id": 735774317626376,
+          "definition": {
+              "title": "Call Types and Status",
+              "background_color": "vivid_blue",
+              "show_title": true,
+              "type": "group",
+              "layout_type": "ordered",
+              "widgets": [
+                  {
+                      "id": 6190958815110272,
+                      "definition": {
+                          "title": "Completed Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.completed_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 0,
+                          "timeseries_background": {
+                              "type": "area",
+                              "yaxis": {
+                                  "include_zero": true
+                              }
+                          }
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 0,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 5749468265615256,
+                      "definition": {
+                          "title": "Missed Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.missed_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 0,
+                          "timeseries_background": {
+                              "type": "area",
+                              "yaxis": {
+                                  "include_zero": true
+                              }
+                          }
+                      },
+                      "layout": {
+                          "x": 4,
+                          "y": 0,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 1378360882989284,
+                      "definition": {
+                          "title": "Unknown Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.unknown_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
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+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
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+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 0,
+                          "timeseries_background": {
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+                              "yaxis": {
+                                  "include_zero": true
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+                          }
+                      },
+                      "layout": {
+                          "x": 8,
+                          "y": 0,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 8446987192974732,
+                      "definition": {
+                          "title": "Accepted Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.accepted_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
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+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
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+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 0,
+                          "timeseries_background": {
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+                              "yaxis": {
+                                  "include_zero": true
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+                          }
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 3,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 2970894397584182,
+                      "definition": {
+                          "title": "Abandoned Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.abandoned_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
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+                                          },
+                                          "formula": "query1"
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+                                  ],
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+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
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+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 0,
+                          "timeseries_background": {
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+                              "yaxis": {
+                                  "include_zero": true
+                              }
+                          }
+                      },
+                      "layout": {
+                          "x": 4,
+                          "y": 3,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 1125861725681346,
+                      "definition": {
+                          "title": "Voicemail Calls",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.voicemail_voice_calls{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
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+                                          "value": 0,
+                                          "palette": "custom_bg",
+                                          "custom_bg_color": "#e1f0fa"
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+                          "precision": 0,
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+                              "yaxis": {
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+                          "y": 3,
+                          "width": 4,
+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 7640625940389524,
+                      "definition": {
+                          "title": "Calls by Result",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "formulas": [
+                                      {
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "data_source": "logs",
+                                          "name": "query1",
+                                          "indexes": [
+                                              "*"
+                                          ],
+                                          "compute": {
+                                              "aggregation": "count"
+                                          },
+                                          "group_by": [
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+                                                  "facet": "@log.result",
+                                                  "limit": 10,
+                                                  "sort": {
+                                                      "order": "desc",
+                                                      "aggregation": "count"
+                                                  }
+                                              }
+                                          ],
+                                          "search": {
+                                              "query": "source:ringcentral service:voice $AccountId $Direction"
+                                          },
+                                          "storage": "hot"
+                                      }
+                                  ],
+                                  "style": {
+                                      "palette": "datadog16"
+                                  },
+                                  "sort": {
+                                      "count": 10,
+                                      "order_by": [
+                                          {
+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
+                                          }
+                                      ]
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
+                          "legend": {
+                              "type": "table"
+                          }
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 6,
+                          "width": 6,
+                          "height": 4
+                      }
+                  },
+                  {
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+                      "definition": {
+                          "title": "Calls by Response",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "formulas": [
+                                      {
+                                          "formula": "query1 + query2 + query3 + query4"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "query": "sum:ringcentral.voice.answered_voice_calls{$AccountId,$Direction} by {response}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query1",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.notanswered_voice_calls{$AccountId,$Direction} by {response}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query2",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.connected_voice_calls{$AccountId,$Direction} by {response}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query3",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.notconnected_voice_calls{$AccountId,$Direction} by {response}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query4",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "style": {
+                                      "palette": "datadog16"
+                                  },
+                                  "sort": {
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+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
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+                                      ],
+                                      "count": 500
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
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+              "layout_type": "ordered",
+              "widgets": [
+                  {
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+                      "definition": {
+                          "type": "note",
+                          "content": "An *inbound* call is a call received by a company or individual from a customer or client, while an *outbound* call is made by a company or individual to reach out to a customer or client.",
+                          "background_color": "white",
+                          "font_size": "14",
+                          "text_align": "left",
+                          "vertical_align": "center",
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+                          "title_align": "left",
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+                                  "queries": [
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+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.inbound_call_duration{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
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+                                  "formulas": [
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+                  {
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+                          "title": "Outbound Call Duration",
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+                          "title_align": "left",
+                          "type": "query_value",
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+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.outbound_call_duration{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
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+                                  ],
+                                  "formulas": [
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+                                              "unit": {
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+                                                  "unit_name": "second"
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+                                          "formula": "query1"
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+                                          "palette": "black_on_light_yellow"
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+                      }
+                  },
+                  {
+                      "id": 7395151899769614,
+                      "definition": {
+                          "type": "note",
+                          "content": "Internal voice calls refer to calls made between users within the same organization, using the RingCentral system. External voice calls are those made to or received from contacts outside the organization, such as customers or clients.",
+                          "background_color": "white",
+                          "font_size": "14",
+                          "text_align": "left",
+                          "vertical_align": "center",
+                          "show_tick": true,
+                          "tick_pos": "50%",
+                          "tick_edge": "right",
+                          "has_padding": true
+                      },
+                      "layout": {
+                          "x": 0,
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+                          "width": 2,
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+                  },
+                  {
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+                          "title": "Internal Call Duration",
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+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.internal_call_duration{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit",
+                                                  "unit_name": "second"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
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+                                          "value": 0,
+                                          "palette": "black_on_light_yellow"
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+                          "precision": 1
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+                          "height": 3
+                      }
+                  },
+                  {
+                      "id": 6344750945994318,
+                      "definition": {
+                          "title": "External Call Duration",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_value",
+                          "requests": [
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+                                  "response_format": "scalar",
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.external_call_duration{$AccountId,$Direction}.as_count()",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "formulas": [
+                                      {
+                                          "number_format": {
+                                              "unit": {
+                                                  "type": "canonical_unit",
+                                                  "unit_name": "second"
+                                              }
+                                          },
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "conditional_formats": [
+                                      {
+                                          "comparator": ">=",
+                                          "value": 0,
+                                          "palette": "black_on_light_yellow"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "autoscale": true,
+                          "precision": 2
+                      },
+                      "layout": {
+                          "x": 7,
+                          "y": 3,
+                          "width": 5,
+                          "height": 3
+                      }
+                  }
+              ]
+          },
+          "layout": {
+              "x": 0,
+              "y": 17,
+              "width": 12,
+              "height": 7
+          }
+      },
+      {
+          "id": 5765673603022034,
+          "definition": {
+              "title": "Call Trends and Distribution",
+              "background_color": "vivid_blue",
+              "show_title": true,
+              "type": "group",
+              "layout_type": "ordered",
+              "widgets": [
+                  {
+                      "id": 1144839007896174,
+                      "definition": {
+                          "title": "Voice Call Volume over Time",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "show_legend": false,
+                          "legend_layout": "auto",
+                          "legend_columns": [
+                              "avg",
+                              "min",
+                              "max",
+                              "value",
+                              "sum"
+                          ],
+                          "type": "timeseries",
+                          "requests": [
+                              {
+                                  "formulas": [
+                                      {
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "name": "query1",
+                                          "data_source": "metrics",
+                                          "query": "sum:ringcentral.voice.total_calls{$AccountId,$Direction}.as_count()"
+                                      }
+                                  ],
+                                  "response_format": "timeseries",
+                                  "style": {
+                                      "palette": "dog_classic",
+                                      "order_by": "values",
+                                      "line_type": "solid",
+                                      "line_width": "normal"
+                                  },
+                                  "display_type": "line"
+                              }
+                          ]
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 0,
+                          "width": 12,
+                          "height": 4
+                      }
+                  },
+                  {
+                      "id": 2416177293091466,
+                      "definition": {
+                          "title": "Calls by Company Hours",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "formulas": [
+                                      {
+                                          "formula": "query1 + query2"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "query": "sum:ringcentral.voice.businesshours_calls{$AccountId,$Direction} by {companyhours}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query1",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.afterhours_calls{$AccountId,$Direction} by {companyhours}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query2",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "style": {
+                                      "palette": "datadog16"
+                                  },
+                                  "sort": {
+                                      "count": 500,
+                                      "order_by": [
+                                          {
+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
+                                          }
+                                      ]
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
+                          "legend": {
+                              "type": "table"
+                          }
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 4,
+                          "width": 6,
+                          "height": 5
+                      }
+                  },
+                  {
+                      "id": 3071602528342088,
+                      "definition": {
+                          "title": "Calls by Transport",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "response_format": "scalar",
+                                  "formulas": [
+                                      {
+                                          "formula": "query1"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "data_source": "logs",
+                                          "name": "query1",
+                                          "indexes": [
+                                              "*"
+                                          ],
+                                          "compute": {
+                                              "aggregation": "count"
+                                          },
+                                          "group_by": [
+                                              {
+                                                  "facet": "@log.transport",
+                                                  "limit": 10,
+                                                  "sort": {
+                                                      "order": "desc",
+                                                      "aggregation": "count"
+                                                  }
+                                              }
+                                          ],
+                                          "search": {
+                                              "query": "service:voice source:ringcentral $AccountId $Direction"
+                                          },
+                                          "storage": "hot"
+                                      }
+                                  ],
+                                  "style": {
+                                      "palette": "datadog16"
+                                  },
+                                  "sort": {
+                                      "count": 10,
+                                      "order_by": [
+                                          {
+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
+                                          }
+                                      ]
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
+                          "legend": {
+                              "type": "table"
+                          }
+                      },
+                      "layout": {
+                          "x": 6,
+                          "y": 4,
+                          "width": 6,
+                          "height": 5
+                      }
+                  },
+                  {
+                      "id": 7163848489017058,
+                      "definition": {
+                          "title": "Calls by Origin",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "formulas": [
+                                      {
+                                          "formula": "query1 + query2"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "query": "sum:ringcentral.voice.total_internal_calls{$AccountId,$Direction} by {origin}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query1",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.total_external_calls{$AccountId,$Direction} by {origin}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query2",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "response_format": "scalar",
+                                  "style": {
+                                      "palette": "datadog16"
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
+                          "legend": {
+                              "type": "table"
+                          }
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 9,
+                          "width": 6,
+                          "height": 5
+                      }
+                  },
+                  {
+                      "id": 6510124761908000,
+                      "definition": {
+                          "title": "Calls by Direction",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "requests": [
+                              {
+                                  "formulas": [
+                                      {
+                                          "formula": "query1 + query2"
+                                      }
+                                  ],
+                                  "queries": [
+                                      {
+                                          "query": "sum:ringcentral.voice.total_inbound_calls{$AccountId,$Direction} by {direction}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query1",
+                                          "aggregator": "sum"
+                                      },
+                                      {
+                                          "query": "sum:ringcentral.voice.total_outbound_calls{$AccountId,$Direction} by {direction}.as_count()",
+                                          "data_source": "metrics",
+                                          "name": "query2",
+                                          "aggregator": "sum"
+                                      }
+                                  ],
+                                  "response_format": "scalar",
+                                  "style": {
+                                      "palette": "datadog16"
+                                  }
+                              }
+                          ],
+                          "type": "sunburst",
+                          "legend": {
+                              "type": "table"
+                          }
+                      },
+                      "layout": {
+                          "x": 6,
+                          "y": 9,
+                          "width": 6,
+                          "height": 5
+                      }
+                  },
+                  {
+                      "id": 4907079252645858,
+                      "definition": {
+                          "title": "Inbound Calls by Phone Number",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_table",
+                          "requests": [
+                              {
+                                  "queries": [
+                                      {
+                                          "data_source": "logs",
+                                          "name": "query1",
+                                          "indexes": [
+                                              "*"
+                                          ],
+                                          "compute": {
+                                              "aggregation": "count"
+                                          },
+                                          "group_by": [
+                                              {
+                                                  "facet": "@log.from.phoneNumber",
+                                                  "limit": 10,
+                                                  "sort": {
+                                                      "order": "desc",
+                                                      "aggregation": "count"
+                                                  }
+                                              }
+                                          ],
+                                          "search": {
+                                              "query": "source:ringcentral service:voice @log.direction:Inbound $AccountId $Direction"
+                                          },
+                                          "storage": "hot"
+                                      }
+                                  ],
+                                  "response_format": "scalar",
+                                  "sort": {
+                                      "count": 10,
+                                      "order_by": [
+                                          {
+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
+                                          }
+                                      ]
+                                  },
+                                  "formulas": [
+                                      {
+                                          "cell_display_mode": "bar",
+                                          "alias": "count",
+                                          "formula": "query1"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "has_search_bar": "auto"
+                      },
+                      "layout": {
+                          "x": 0,
+                          "y": 14,
+                          "width": 6,
+                          "height": 4
+                      }
+                  },
+                  {
+                      "id": 2987926043576390,
+                      "definition": {
+                          "title": "Outbound Calls by Phone Number",
+                          "title_size": "16",
+                          "title_align": "left",
+                          "type": "query_table",
+                          "requests": [
+                              {
+                                  "queries": [
+                                      {
+                                          "data_source": "logs",
+                                          "name": "query1",
+                                          "indexes": [
+                                              "*"
+                                          ],
+                                          "compute": {
+                                              "aggregation": "count"
+                                          },
+                                          "group_by": [
+                                              {
+                                                  "facet": "@log.from.phoneNumber",
+                                                  "limit": 10,
+                                                  "sort": {
+                                                      "order": "desc",
+                                                      "aggregation": "count"
+                                                  }
+                                              },
+                                              {
+                                                  "facet": "@log.from.name",
+                                                  "limit": 10,
+                                                  "sort": {
+                                                      "order": "desc",
+                                                      "aggregation": "count"
+                                                  }
+                                              }
+                                          ],
+                                          "search": {
+                                              "query": "source:ringcentral service:voice @log.direction:Outbound $AccountId $Direction"
+                                          },
+                                          "storage": "hot"
+                                      }
+                                  ],
+                                  "response_format": "scalar",
+                                  "sort": {
+                                      "count": 100,
+                                      "order_by": [
+                                          {
+                                              "type": "formula",
+                                              "index": 0,
+                                              "order": "desc"
+                                          }
+                                      ]
+                                  },
+                                  "formulas": [
+                                      {
+                                          "cell_display_mode": "bar",
+                                          "alias": "count",
+                                          "formula": "query1"
+                                      }
+                                  ]
+                              }
+                          ],
+                          "has_search_bar": "auto"
+                      },
+                      "layout": {
+                          "x": 6,
+                          "y": 14,
+                          "width": 6,
+                          "height": 4
+                      }
+                  }
+              ]
+          },
+          "layout": {
+              "x": 0,
+              "y": 24,
+              "width": 12,
+              "height": 19,
+              "is_column_break": true
+          }
+      },
+      {
+          "id": 4635841880663967,
+          "definition": {
+              "title": "Call Information",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                  {
+                      "response_format": "event_list",
+                      "query": {
+                          "data_source": "logs_stream",
+                          "query_string": "source:ringcentral service:voice $AccountId $Direction ",
+                          "indexes": [],
+                          "storage": "hot",
+                          "sort": {
+                              "order": "desc",
+                              "column": "timestamp"
+                          }
+                      },
+                      "columns": [
+                          {
+                              "field": "status_line",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "@log.from.name",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "@log.direction",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "@log.duration",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "@log.result",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "timestamp",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "content",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "source",
+                              "width": "auto"
+                          },
+                          {
+                              "field": "service",
+                              "width": "auto"
+                          }
+                      ]
+                  }
+              ],
+              "type": "list_stream"
+          },
+          "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 5
+          }
+      }
+  ],
+  "template_variables": [
+      {
+          "name": "AccountId",
+          "prefix": "accountid",
+          "available_values": [],
+          "default": "*"
+      },
+      {
+          "name": "Direction",
+          "prefix": "direction",
+          "available_values": [],
+          "default": "*"
+      }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/ringcentral/assets/logs/ringcentral.yaml b/ringcentral/assets/logs/ringcentral.yaml
new file mode 100644
index 0000000000000..3698f3cc58b2b
--- /dev/null
+++ b/ringcentral/assets/logs/ringcentral.yaml
@@ -0,0 +1,150 @@
+id: ringcentral
+metric_id: ringcentral
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+pipeline:
+  type: pipeline
+  name: RingCentral
+  enabled: true
+  filter:
+    query: "source:ringcentral"
+  processors:
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: pipeline
+      name: Voice
+      enabled: true
+      filter:
+        query: "service:voice"
+      processors:
+        - type: date-remapper
+          name: Define `log.startTime` as the official date of the log
+          enabled: true
+          sources:
+            - log.startTime
+        - type: attribute-remapper
+          name: Map `log.extension.id` to `extensionId`
+          enabled: true
+          sources:
+            - log.extension.id
+          sourceType: attribute
+          target: extensionId
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map attribute `log.direction` to tag `direction`
+          enabled: true
+          sources:
+            - log.direction
+          sourceType: attribute
+          target: direction
+          targetType: tag
+          preserveSource: true
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map attribute `enrichment_details.accountId` to tag `accountid`
+          enabled: true
+          sources:
+            - enrichment_details.accountId
+          sourceType: attribute
+          target: accountid
+          targetType: tag
+          preserveSource: true
+          overrideOnConflict: false
+    - type: pipeline
+      name: Audit
+      enabled: true
+      filter:
+        query: "service:audit"
+      processors:
+        - type: date-remapper
+          name: Define `eventTime` as the official date of the log
+          enabled: true
+          sources:
+            - eventTime
+        - type: attribute-remapper
+          name: Map `initiator.extensionId` to `extensionId`
+          enabled: true
+          sources:
+            - initiator.extensionId
+          sourceType: attribute
+          target: extensionId
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `clientIp` to `network.client.ip`
+          enabled: true
+          sources:
+            - clientIp
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: geo-ip-parser
+          name: GeoIP for the 'network.client.ip'
+          enabled: true
+          sources:
+            - network.client.ip
+          target: network.client.geoip
+          ip_processing_behavior: do-nothing
+        - type: attribute-remapper
+          name: Map `initiator.name` to `usr.name`
+          enabled: true
+          sources:
+            - initiator.name
+          sourceType: attribute
+          target: usr.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
diff --git a/ringcentral/assets/logs/ringcentral_tests.yaml b/ringcentral/assets/logs/ringcentral_tests.yaml
new file mode 100644
index 0000000000000..fc616112f8693
--- /dev/null
+++ b/ringcentral/assets/logs/ringcentral_tests.yaml
@@ -0,0 +1,329 @@
+id: ringcentral
+tests:
+  - sample: |-
+      {
+        "enrichment_details": {
+          "accountId": "000000000"
+        },
+        "log": {
+          "reason": "Hang Up",
+          "extension": {
+            "uri": "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678",
+            "id": 12345678
+          },
+          "reasonDescription": "The caller hung up before the call was answered.",
+          "lastModifiedTime": "2024-07-23T11:48:10.032Z",
+          "sessionId": "1234567890",
+          "internalType": "International",
+          "transport": "VoIP",
+          "type": "Voice",
+          "uri": "https://platform.ringcentral.com/restapi/v1.0/account/000000000/call-log/aKH2vDGxBbeYjUA?view=Detailed",
+          "billing": {
+            "costIncluded": 0,
+            "costPurchased": 0
+          },
+          "duration": 16,
+          "result": "Hang Up",
+          "telephonySessionId": "s-a7280be05beffz190df6b11d4z296c790000",
+          "legs": [
+            {
+              "reason": "Hang Up",
+              "extension": {
+                "id": 12345678,
+                "uri": "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678"
+              },
+              "reasonDescription": "The caller hung up before the call was answered.",
+              "legType": "SipToPstnUnmetered",
+              "internalType": "International",
+              "transport": "VoIP",
+              "type": "Voice",
+              "master": true,
+              "duration": 16,
+              "result": "Hang Up",
+              "telephonySessionId": "s-a7280be05beffz190df6b11d4z296c790000",
+              "action": "VoIP Call",
+              "startTime": "2024-07-23T12:19:34.664Z",
+              "from": {
+                "phoneNumber": "+00000000000",
+                "name": "xxxxxxxxxxx",
+                "extensionId": "12345678",
+                "device": {
+                  "id": "1234567890",
+                  "uri": "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/000000000"
+                }
+              },
+              "to": {
+                "phoneNumber": "+0000000000"
+              },
+              "partyId": "p-a7280be05beffz190df6b11d4z296c790000-2",
+              "durationMs": 1687,
+              "direction": "Outbound"
+            }
+          ],
+          "action": "VoIP Call",
+          "startTime": "2024-08-22T17:21:34.668Z",
+          "from": {
+            "phoneNumber": "+000000000",
+            "name": "xxxxxxx",
+            "extensionId": "12345678",
+            "device": {
+              "id": "0000000000",
+              "uri": "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/00000000"
+            }
+          },
+          "id": "000000000",
+          "to": {
+            "phoneNumber": "+0000000000"
+          },
+          "partyId": "p-a7280be05beffz190df6b11d4z296c790000-2",
+          "durationMs": 1607,
+          "direction": "Outbound"
+        }
+      }
+    service: "voice"
+    result:
+      custom:
+        enrichment_details:
+          accountId: "000000000"
+        extensionId: 12345678
+        log:
+          action: "VoIP Call"
+          billing:
+            costIncluded: 0
+            costPurchased: 0
+          direction: "Outbound"
+          duration: 16
+          durationMs: 1607
+          extension:
+            uri: "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678"
+          from:
+            device:
+              id: "0000000000"
+              uri: "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/00000000"
+            extensionId: "12345678"
+            name: "xxxxxxx"
+            phoneNumber: "+000000000"
+          id: "000000000"
+          internalType: "International"
+          lastModifiedTime: "2024-07-23T11:48:10.032Z"
+          legs:
+          -
+            reason: "Hang Up"
+            extension:
+              id: 12345678
+              uri: "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678"
+            reasonDescription: "The caller hung up before the call was answered."
+            legType: "SipToPstnUnmetered"
+            internalType: "International"
+            transport: "VoIP"
+            type: "Voice"
+            master: true
+            duration: 16
+            result: "Hang Up"
+            telephonySessionId: "s-a7280be05beffz190df6b11d4z296c790000"
+            action: "VoIP Call"
+            startTime: "2024-07-23T12:19:34.664Z"
+            from:
+              phoneNumber: "+00000000000"
+              name: "xxxxxxxxxxx"
+              extensionId: "12345678"
+              device:
+                id: "1234567890"
+                uri: "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/000000000"
+            to:
+              phoneNumber: "+0000000000"
+            partyId: "p-a7280be05beffz190df6b11d4z296c790000-2"
+            durationMs: 1687
+            direction: "Outbound"
+          partyId: "p-a7280be05beffz190df6b11d4z296c790000-2"
+          reason: "Hang Up"
+          reasonDescription: "The caller hung up before the call was answered."
+          result: "Hang Up"
+          sessionId: "1234567890"
+          startTime: "2024-08-22T17:21:34.668Z"
+          telephonySessionId: "s-a7280be05beffz190df6b11d4z296c790000"
+          to:
+            phoneNumber: "+0000000000"
+          transport: "VoIP"
+          type: "Voice"
+          uri: "https://platform.ringcentral.com/restapi/v1.0/account/000000000/call-log/aKH2vDGxBbeYjUA?view=Detailed"
+      message: |-
+        {
+          "enrichment_details" : {
+            "accountId" : "000000000"
+          },
+          "log" : {
+            "reason" : "Hang Up",
+            "extension" : {
+              "id" : 12345678,
+              "uri" : "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678"
+            },
+            "reasonDescription" : "The caller hung up before the call was answered.",
+            "lastModifiedTime" : "2024-07-23T11:48:10.032Z",
+            "sessionId" : "1234567890",
+            "internalType" : "International",
+            "transport" : "VoIP",
+            "type" : "Voice",
+            "uri" : "https://platform.ringcentral.com/restapi/v1.0/account/000000000/call-log/aKH2vDGxBbeYjUA?view=Detailed",
+            "billing" : {
+              "costIncluded" : 0,
+              "costPurchased" : 0
+            },
+            "duration" : 16,
+            "result" : "Hang Up",
+            "telephonySessionId" : "s-a7280be05beffz190df6b11d4z296c790000",
+            "legs" : [ {
+              "reason" : "Hang Up",
+              "extension" : {
+                "id" : 12345678,
+                "uri" : "https://platform.ringcentral.com/restapi/v1.0/account/000000000/extension/12345678"
+              },
+              "reasonDescription" : "The caller hung up before the call was answered.",
+              "legType" : "SipToPstnUnmetered",
+              "internalType" : "International",
+              "transport" : "VoIP",
+              "type" : "Voice",
+              "master" : true,
+              "duration" : 16,
+              "result" : "Hang Up",
+              "telephonySessionId" : "s-a7280be05beffz190df6b11d4z296c790000",
+              "action" : "VoIP Call",
+              "startTime" : "2024-07-23T12:19:34.664Z",
+              "from" : {
+                "phoneNumber" : "+00000000000",
+                "name" : "xxxxxxxxxxx",
+                "extensionId" : "12345678",
+                "device" : {
+                  "id" : "1234567890",
+                  "uri" : "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/000000000"
+                }
+              },
+              "to" : {
+                "phoneNumber" : "+0000000000"
+              },
+              "partyId" : "p-a7280be05beffz190df6b11d4z296c790000-2",
+              "durationMs" : 1687,
+              "direction" : "Outbound"
+            } ],
+            "action" : "VoIP Call",
+            "startTime" : "2024-08-22T17:21:34.668Z",
+            "from" : {
+              "phoneNumber" : "+000000000",
+              "name" : "xxxxxxx",
+              "extensionId" : "12345678",
+              "device" : {
+                "id" : "0000000000",
+                "uri" : "https://platform.ringcentral.com/restapi/v1.0/account/000000000/device/00000000"
+              }
+            },
+            "id" : "000000000",
+            "to" : {
+              "phoneNumber" : "+0000000000"
+            },
+            "partyId" : "p-a7280be05beffz190df6b11d4z296c790000-2",
+            "durationMs" : 1607,
+            "direction" : "Outbound"
+          }
+        }
+      service: "voice"
+      tags:
+      - "source:LOGS_SOURCE"
+      - "direction:outbound"
+      - "accountid:000000000"
+      timestamp: 1724347294668
+  -
+    sample: |-
+      {
+        "accountId" : "000000000",
+        "clientIp" : "218.57.154.108",
+        "initiator" : {
+          "role" : "Standard (International)",
+          "extensionNumber" : "000",
+          "name" : "xxxxxx",
+          "extensionId" : "12345678"
+        },
+        "eventTime" : "2024-08-06T10:50:19.442Z",
+        "actionId" : "CHANGE_USER_ROLE",
+        "details" : {
+          "parameters" : [ {
+            "value" : "Super Admin",
+            "key" : "oldRoleName"
+          }, {
+            "value" : "Standard (International)",
+            "key" : "newRoleName"
+          } ]
+        },
+        "id" : "4b52af9-beee-7779d1e802c7",
+        "eventType" : "UPDATE",
+        "target" : {
+          "extensionNumber" : "000",
+          "name" : "xxxxxx",
+          "objectId" : "12345678",
+          "objectType" : "Extension"
+        }
+      }
+    service: "audit"
+    result:
+      custom:
+        accountId: "000000000"
+        actionId: "CHANGE_USER_ROLE"
+        details:
+          parameters:
+            -
+              value: "Super Admin"
+              key: "oldRoleName"
+            -
+              value: "Standard (International)"
+              key: "newRoleName"
+        eventTime: "2024-08-06T10:50:19.442Z"
+        eventType: "UPDATE"
+        extensionId: "12345678"
+        id: "4b52af9-beee-7779d1e802c7"
+        initiator:
+          extensionNumber: "000"
+          role: "Standard (International)"
+        network:
+          client:
+            geoip: {}
+            ip: "218.57.154.108"
+        target:
+          extensionNumber: "000"
+          name: "xxxxxx"
+          objectId: "12345678"
+          objectType: "Extension"
+        usr:
+          name: "xxxxxx"
+      message: |-
+        {
+          "accountId" : "000000000",
+          "clientIp" : "218.57.154.108",
+          "initiator" : {
+            "role" : "Standard (International)",
+            "extensionNumber" : "000",
+            "name" : "xxxxxx",
+            "extensionId" : "12345678"
+          },
+          "eventTime" : "2024-08-06T10:50:19.442Z",
+          "actionId" : "CHANGE_USER_ROLE",
+          "details" : {
+            "parameters" : [ {
+              "value" : "Super Admin",
+              "key" : "oldRoleName"
+            }, {
+              "value" : "Standard (International)",
+              "key" : "newRoleName"
+            } ]
+          },
+          "id" : "4b52af9-beee-7779d1e802c7",
+          "eventType" : "UPDATE",
+          "target" : {
+            "extensionNumber" : "000",
+            "name" : "xxxxxx",
+            "objectId" : "12345678",
+            "objectType" : "Extension"
+          }
+        }
+      service: "audit"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1722941419442
\ No newline at end of file
diff --git a/ringcentral/assets/monitors/sms_budget_overrun.json b/ringcentral/assets/monitors/sms_budget_overrun.json
new file mode 100644
index 0000000000000..8ea84682395e0
--- /dev/null
+++ b/ringcentral/assets/monitors/sms_budget_overrun.json
@@ -0,0 +1,35 @@
+{
+	"version": 2,
+	"created_at": "2024-08-07",
+	"last_updated_at": "2024-08-07",
+	"title": "SMS budget overrun",
+	"description": "The monitor tracks and alerts when the total cost for RingCentral SMS messages exceeds the daily allocated budget. It provides notifications to ensure timely awareness and action can be taken to manage SMS usage within the allocated budget limits.",
+	"definition": {
+		"id": 150232092,
+		"name": "[RingCentral] SMS budget overrun",
+		"type": "query alert",
+		"query": "sum(last_1mo):sum:ringcentral.message.cost_total{*} by {accountid}.as_count() > 500",
+		"message": "{{#is_alert}}\nThe total cost for RingCentral SMS has exceeded the alert threshold.\nThe total cost incurred is {{value}} , which exceeds the threshold of {{threshold}} . Please review your RingCentral account.\n{{/is_alert}}\n\n{{#is_warning}}\nThe total cost for RingCentral SMS has exceeded the warning threshold.\nThe total cost incurred is {{value}} , which exceeds the threshold of {{warn_threshold}} . Please review your RingCentral account.\n{{/is_warning}}",
+		"tags": [
+			"integration:ringcentral"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 500,
+				"warning": 400
+			},
+			"notify_audit": false,
+			"include_tags": true,
+			"notify_no_data": false,
+			"new_group_delay": 60,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:ringcentral"
+	]
+}
\ No newline at end of file
diff --git a/ringcentral/assets/monitors/sms_high_error_rate_detected.json b/ringcentral/assets/monitors/sms_high_error_rate_detected.json
new file mode 100644
index 0000000000000..88cf0c9114a40
--- /dev/null
+++ b/ringcentral/assets/monitors/sms_high_error_rate_detected.json
@@ -0,0 +1,34 @@
+{
+	"version": 2,
+	"created_at": "2024-08-07",
+	"last_updated_at": "2024-08-07",
+	"title": "SMS error rate is higher than usual",
+	"description": "The error rate rises when a significant number of SMS messages fail to be delivered or sent. This monitor tracks the error rate for SMS delivered/sent via RingCentral, ensuring that any spikes in errors are quickly detected to maintain the reliability of SMS delivery.",
+	"definition": {
+		"id": 150232470,
+		"name": "[RingCentral] SMS high error rate detected",
+		"type": "query alert",
+		"query": "sum(last_1h):(sum:ringcentral.message.delivery_failed_error_code{*} by {accountid}.as_count() + sum:ringcentral.message.sending_failed_error_code{*} by {accountid}.as_count()) / sum:ringcentral.message.total_messages{*} by {accountid}.as_count() > 0.05",
+		"message": "The high error rate detected while sending SMS through RingCentral within the last hour. Errors have exceeded the threshold, which may impact SMS delivery reliability.",
+		"tags": [
+			"integration:ringcentral"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0.05
+			},
+			"notify_audit": false,
+			"include_tags": true,
+			"notify_no_data": false,
+			"new_group_delay": 60,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:ringcentral"
+	]
+}
\ No newline at end of file
diff --git a/ringcentral/assets/ringcentral.svg b/ringcentral/assets/ringcentral.svg
new file mode 100644
index 0000000000000..1661cd421f141
--- /dev/null
+++ b/ringcentral/assets/ringcentral.svg
@@ -0,0 +1,17 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="a" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1156.06 168.16">
+  <path d="m54.82,89.27l-8.27,47.75H0L24.5,0h66.76c10.41,0,18.99.59,26.34,1.78,7.04,1.19,12.86,2.97,17.46,5.63,4.59,2.37,7.66,5.63,9.8,9.19,2.14,3.56,3.06,8.01,3.06,13.05,0,2.67-.31,5.63-.92,9.19-1.53,7.71-4.59,14.83-9.49,21.06-4.9,6.23-11.64,10.38-20.21,12.46,2.76.89,5.51,2.08,7.66,3.26,2.45,1.19,4.29,2.37,5.82,4.15,1.53,1.78,2.76,3.56,3.67,6.23.92,2.37,1.22,5.64,1.22,9.19,0,3.86-.61,8.6-1.22,13.64-.92,4.74-1.53,8.9-2.14,11.86-.61,3.26-.92,5.63-.92,7.41,0,2.97,1.22,4.45,3.37,4.45v4.45h-47.16c-.31-1.19-.31-2.67-.31-4.45,0-2.08.31-5.04.61-8.3.31-3.26.92-7.12,1.53-11.27.92-4.15,1.22-7.71,1.22-10.68,0-4.75-1.53-8.3-4.59-10.08-3.06-2.08-8.88-2.97-16.84-2.97h-14.39Zm5.51-29.95h18.37c7.04,0,12.86-.89,16.84-2.97,3.98-1.78,6.43-5.34,7.35-10.08,0-.59.31-1.48.31-2.97,0-3.86-1.53-6.82-4.59-8.6-3.06-1.78-7.04-2.67-11.64-2.67h-21.74l-4.9,27.28Z" fill="#0684bc" fill-rule="evenodd" stroke-width="0"/>
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+  <path d="m622.9,92.23c0,.59-.31,1.19-.31,1.78v1.78c0,4.74,1.53,8.6,4.9,11.57,3.37,2.97,7.35,4.15,12.25,4.15,3.37,0,6.43-.59,9.49-2.08,3.06-1.48,5.51-3.56,7.35-6.53h39.2c-2.76,6.23-6.74,11.27-11.33,15.72-4.59,4.15-9.8,7.71-15.31,10.08-5.51,2.67-11.64,4.45-17.76,5.63-6.13,1.19-12.25,1.48-18.37,1.48-7.35,0-14.09-.89-20.21-2.67-6.12-1.78-11.33-4.45-15.92-8.01-4.59-3.56-7.96-8.01-10.41-13.05-2.45-5.04-3.67-10.97-3.67-17.79,0-1.78,0-3.26.31-5.04.31-1.78.31-3.56.61-5.34,1.53-8.01,4.29-15.42,8.57-22.24,4.29-6.53,9.19-12.16,15.31-16.9,6.13-4.75,12.86-8.3,20.52-10.68,7.66-2.67,15.31-3.86,23.58-3.86s15.62,1.19,22.05,3.56c6.43,2.37,11.64,5.34,15.92,9.49,4.29,4.15,7.66,8.9,9.8,14.83,2.14,5.93,3.37,12.16,3.37,19.28,0,4.45-.61,9.19-1.53,14.53h-78.4v.3Zm40.42-20.17c0-.59.31-1.48.31-2.97,0-4.15-1.53-7.41-4.29-10.38-2.76-2.67-6.43-4.15-10.72-4.15-6.13,0-11.02,1.48-15.01,4.74-3.67,3.26-6.13,7.41-7.35,12.75h37.06Z" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m715.38,36.18h37.36l-2.75,15.72c5.82-6.23,11.64-10.68,17.45-13.94,5.82-2.97,12.86-4.75,20.52-4.75,11.64,0,19.91,2.67,25.42,7.71,5.51,5.04,7.97,12.75,7.97,22.54,0,3.86-.31,8.01-1.23,12.46l-10.41,59.91h-40.73l9.49-52.79c.3-2.37.61-4.45.61-6.52,0-3.56-.92-6.23-2.45-8.6-1.53-2.37-4.59-3.56-9.19-3.56-6.12,0-11.02,1.78-13.78,5.34-2.75,3.56-4.9,8.6-5.82,15.12l-9.19,51.01h-40.73l17.46-99.65Z" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m885.34,136.42c-4.6.3-8.88.59-12.56.59-3.98,0-7.35.3-10.72.3-6.12,0-11.33-.3-15.62-.89-4.29-.59-7.66-1.48-10.1-2.97-2.45-1.48-4.29-3.26-5.21-5.93-.92-2.37-1.53-5.34-1.53-9.19,0-2.37.31-4.74.61-7.71.31-2.97.92-5.93,1.53-9.49l7.35-41.52h-14.39l3.98-22.84h15.01l5.82-31.14h40.12l-5.82,31.14h19.6l-3.99,22.84h-19.6l-6.43,36.18c-.3,1.19-.3,2.08-.61,2.97,0,.89-.31,1.78-.31,2.67,0,2.37.92,4.15,2.45,5.04,1.53.89,4.59,1.48,8.88,1.48h6.43l-4.9,28.47Z" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m911.68,37.37h37.06l-3.68,20.17h.31c8.27-15.42,20.21-23.13,35.83-23.13.92,0,1.84,0,2.75.3.92,0,1.84.3,2.75.3l-7.04,39.74c-1.23-.3-2.75-.59-3.98-.89-1.53-.3-2.76-.3-4.29-.3-8.27,0-15.01,2.08-19.91,6.52-4.9,4.45-8.27,11.86-10.41,22.54l-6.12,34.4h-40.74l17.46-99.65Z" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m1041.52,137.31l-.31-13.64c-6.74,5.34-13.17,8.9-19.6,10.68-6.43,1.78-13.47,2.67-21.44,2.67-4.29,0-8.58-.59-12.25-1.48-3.98-.89-7.35-2.37-10.11-4.45-2.75-2.08-5.21-4.45-6.73-7.41-1.84-2.97-2.45-6.52-2.45-10.68,0-1.78.31-3.85.62-5.93,1.22-7.41,4.28-13.35,8.57-17.5s9.49-7.41,15.32-9.49c5.82-2.08,11.94-3.56,18.37-4.45,6.43-.89,12.56-1.48,18.07-2.37,5.51-.59,10.41-1.48,14.09-2.97,3.98-1.19,6.12-3.26,6.43-6.52v-1.19c0-1.48-.62-2.67-1.23-3.56-.92-.89-2.14-1.48-3.37-2.08-1.23-.3-2.45-.89-3.98-.89-1.53-.3-2.76-.3-3.68-.3-1.53,0-3.06,0-4.59.3-1.53.3-3.07.59-4.6,1.48-1.53.59-2.75,1.78-3.98,2.97-1.23,1.19-2.14,2.97-2.76,5.04h-39.19c.92-5.34,2.75-10.08,5.51-14.24,2.76-4.15,6.74-7.71,11.64-10.38,5.21-2.97,11.34-5.04,18.69-6.52,7.35-1.48,16.23-2.37,26.33-2.37,9.19,0,16.84.59,22.97,1.78,5.82,1.19,10.71,2.97,14.08,5.34,3.37,2.37,5.82,5.04,7.04,8.3,1.23,3.26,1.84,6.82,1.84,10.68,0,2.37-.31,4.74-.62,7.41-.3,2.67-.61,5.34-1.23,8.01l-8.27,46.56c-.3,2.08-.61,3.86-.61,5.34s.31,2.67.92,3.86,1.53,2.37,3.06,3.85v5.04h-42.56v-.89Zm-18.99-22.54c3.37,0,6.74-.59,9.19-1.78,2.75-1.19,4.9-2.97,6.73-5.34,1.84-2.08,3.37-4.74,4.29-7.71.92-2.97,1.84-6.23,2.14-9.49-3.68,1.48-7.35,2.67-11.03,3.26-3.67.59-7.35,1.48-10.41,2.37-3.06.89-6.12,2.08-8.27,3.56-2.45,1.48-3.67,3.85-4.29,7.12v.59c0,2.08.92,3.86,2.76,5.34,2.14,1.19,5.21,2.08,8.88,2.08" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m1090.83,137.02L1115.33.3h40.73l-24.49,136.72h-40.73Z" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m142.09,137.02l23.27-80.67h29.4l-11.94,80.67h-40.73Z" fill="#0684bc" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m209.78,20.17h0c-.31-.3-.31-.59-.61-.89-.61-.89-1.53-1.78-3.06-2.97-2.76-2.37-7.66-5.34-15.01-6.52-3.67-.59-6.74-.59-9.49-.3-6.74.59-10.72,3.26-11.94,4.45l-.61.3c-1.84,1.78-4.9,1.78-6.74,0-1.84-1.78-1.84-4.75,0-6.52.61-.59,6.74-6.23,18.37-7.41C184.36,0,188.34,0,192.93.89c18.68,3.26,25.11,14.83,25.42,15.72,1.22,2.37.31,5.04-2.14,6.23-.61.3-1.22.3-1.53.59-2.14-.59-3.98-1.48-4.9-3.26" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m197.84,30.84l-.31-.3c-.31-.3-.92-.89-1.53-1.78-1.53-1.19-3.98-2.97-8.27-3.56-2.14-.3-3.98-.3-5.51-.3-3.67.3-5.82,1.78-6.74,2.37h-.31c-1.53,1.48-3.98,1.48-5.82,0-1.53-1.48-1.53-3.86,0-5.63.31-.3,4.29-3.86,11.64-4.75,2.14-.3,4.9-.3,7.66.3h0c11.64,2.08,15.92,9.19,15.92,9.79.92,1.78.31,4.15-1.84,5.34-.31.3-.92.3-1.53.3-1.22.3-2.76-.3-3.37-1.78" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+  <path d="m194.15,40.33c0,4.74-4.59,8.6-10.41,8.6s-10.41-3.86-10.41-8.6,4.59-8.6,10.41-8.6,10.72,3.86,10.41,8.6" fill="#ff7a00" fill-rule="evenodd" stroke-width="0"/>
+</svg>
\ No newline at end of file
diff --git a/ringcentral/images/ringcentral_audit_1.png b/ringcentral/images/ringcentral_audit_1.png
new file mode 100644
index 0000000000000..2b85925853fca
Binary files /dev/null and b/ringcentral/images/ringcentral_audit_1.png differ
diff --git a/ringcentral/images/ringcentral_audit_2.png b/ringcentral/images/ringcentral_audit_2.png
new file mode 100644
index 0000000000000..66f1624395995
Binary files /dev/null and b/ringcentral/images/ringcentral_audit_2.png differ
diff --git a/ringcentral/images/ringcentral_message.png b/ringcentral/images/ringcentral_message.png
new file mode 100644
index 0000000000000..f08c3fa0d49fa
Binary files /dev/null and b/ringcentral/images/ringcentral_message.png differ
diff --git a/ringcentral/images/ringcentral_voice_call.png b/ringcentral/images/ringcentral_voice_call.png
new file mode 100644
index 0000000000000..29169bd9dca2f
Binary files /dev/null and b/ringcentral/images/ringcentral_voice_call.png differ
diff --git a/ringcentral/manifest.json b/ringcentral/manifest.json
index f7cc51f2eb127..a3d2b2984e18d 100644
--- a/ringcentral/manifest.json
+++ b/ringcentral/manifest.json
@@ -10,7 +10,28 @@
     "changelog": "CHANGELOG.md",
     "description": "Gain insights into RingCentral Voice, A2P SMS and Audit data.",
     "title": "RingCentral",
-    "media": [],
+    "media": [
+      {
+        "caption": "RingCentral Audit",
+        "image_url": "images/ringcentral_audit_1.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "RingCentral Audit",
+        "image_url": "images/ringcentral_audit_2.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "RingCentral Message",
+        "image_url": "images/ringcentral_message.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "RingCentral Voice Call",
+        "image_url": "images/ringcentral_voice_call.png",
+        "media_type": "image"
+      }
+    ],
     "classifier_tags": [
       "Category::Log Collection",
       "Category::Metrics",
@@ -30,13 +51,22 @@
       },
       "metrics": {
         "prefix": "ringcentral.",
-        "check": [],
+        "check": ["ringcentral.voice.total_calls", "ringcentral.message.total_messages"],
         "metadata_path": "metadata.csv"
       },
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       }
     },
+    "dashboards": {
+      "RingCentral Audit": "assets/dashboards/ringcentral_audit.json",
+      "RingCentral Message": "assets/dashboards/ringcentral_message.json",
+      "RingCentral Voice Call": "assets/dashboards/ringcentral_voice_call.json"
+    },
+    "monitors": {
+      "sms_budget_overrun": "assets/monitors/sms_budget_overrun.json",
+      "sms_high_error_rate_detected": "assets/monitors/sms_high_error_rate_detected.json"
+    },
     "logs": {
       "source": "ringcentral"
     }
diff --git a/ringcentral/metadata.csv b/ringcentral/metadata.csv
index 60d916455a42f..fafec1febbc20 100644
--- a/ringcentral/metadata.csv
+++ b/ringcentral/metadata.csv
@@ -1 +1,37 @@
-metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
\ No newline at end of file
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+ringcentral.message.cost_total,count,,dollar,,Total cost of A2P SMS messages,0,ringcentral,Cost Total,,
+ringcentral.message.delivered_cost,count,,dollar,,The cost for the delivered messages,0,ringcentral,Delivered Cost,,
+ringcentral.message.delivered_messages,count,,,,Total number of Delivered messages,0,ringcentral,Delivered Messages,,
+ringcentral.message.delivery_failed_cost,count,,dollar,,The cost for the delivery failed  messages,0,ringcentral,Delivery Failed Cost,,
+ringcentral.message.delivery_failed_error_code,count,,,,Total number of delivery failed error codes,0,ringcentral,Delivery Failed Error Code,,
+ringcentral.message.delivery_failed_messages,count,,,,Total number of failed to deliver messages,0,ringcentral,Delivery Failed Messages,,
+ringcentral.message.queued_cost,count,,dollar,,The cost for the queued messages,0,ringcentral,Queued Cost,,
+ringcentral.message.queued_messages,count,,,,Total number of Queued messages,0,ringcentral,Queued Messages,,
+ringcentral.message.sending_failed_cost,count,,dollar,,The cost for the sending failed messages,0,ringcentral,Sending Failed Cost,,
+ringcentral.message.sending_failed_error_code,count,,,,Total number of sending failed error codes,0,ringcentral,Sending Failed Error Code,,
+ringcentral.message.sending_failed_messages,count,,,,Total number of failed to send messages,0,ringcentral,Sending Failed Messages,,
+ringcentral.message.sent_cost,count,,dollar,,The cost for the sent messages,0,ringcentral,Sent Cost,,
+ringcentral.message.sent_messages,count,,,,Total number of Sent messages,0,ringcentral,Sent Messages,,
+ringcentral.message.total_messages,count,,,,Total number of A2P SMS messages,0,ringcentral,Total Messages,,
+ringcentral.voice.abandoned_voice_calls,count,,,,Total number of abandoned voice calls,0,ringcentral,Abandoned Voice Calls,,
+ringcentral.voice.accepted_voice_calls,count,,,,Total number of accepted voice calls,0,ringcentral,Accepted Voice Calls,,
+ringcentral.voice.afterhours_calls,count,,,,Total number of after hours calls,0,ringcentral,Afterhours Calls,,
+ringcentral.voice.answered_voice_calls,count,,,,Total number of answered voice calls,0,ringcentral,Answered Voice Calls,,
+ringcentral.voice.businesshours_calls,count,,,,Total number of calls during business hours,0,ringcentral,Businesshours Calls,,
+ringcentral.voice.completed_voice_calls,count,,,,Total number of completed voice calls,0,ringcentral,Completed Voice Calls,,
+ringcentral.voice.connected_voice_calls,count,,,,Total number of connected voice calls,0,ringcentral,Connected Voice Calls,,
+ringcentral.voice.external_call_duration,count,,second,,Total duration of external voice calls,0,ringcentral,External Call Duration,,
+ringcentral.voice.inbound_call_duration,count,,second,,Total duration of inbound voice calls,0,ringcentral,Inbound Call Duration,,
+ringcentral.voice.internal_call_duration,count,,second,,Total duration of internal voice calls,0,ringcentral,Internal Call Duration,,
+ringcentral.voice.missed_voice_calls,count,,,,Total number of missed voice calls,0,ringcentral,Missed Voice Calls,,
+ringcentral.voice.notanswered_voice_calls,count,,,,Total number of not answered voice calls,0,ringcentral,Notanswered Voice Calls,,
+ringcentral.voice.notconnected_voice_calls,count,,,,Total number of not connected voice calls,0,ringcentral,Notconnected Voice Calls,,
+ringcentral.voice.outbound_call_duration,count,,second,,Total duration of outbound voice calls,0,ringcentral,Outbound Call Duration,,
+ringcentral.voice.total_calls,count,,,,Total number of voice calls,0,ringcentral,Total Calls,,
+ringcentral.voice.total_calls_minutes,count,,minute,,Total minutes of voice calls,0,ringcentral,Total Calls Minutes,,
+ringcentral.voice.total_external_calls,count,,,,Total number of external voice calls,0,ringcentral,Total External Calls,,
+ringcentral.voice.total_inbound_calls,count,,,,Total number of inbound voice calls,0,ringcentral,Total Inbound Calls,,
+ringcentral.voice.total_internal_calls,count,,,,Total number of internal voice calls,0,ringcentral,Total Internal Calls,,
+ringcentral.voice.total_outbound_calls,count,,,,Total number of outbound voice calls,0,ringcentral,Total Outbound Calls,,
+ringcentral.voice.unknown_voice_calls,count,,,,Total number of unknown voice calls,0,ringcentral,Unknown Voice Calls,,
+ringcentral.voice.voicemail_voice_calls,count,,,,Total number of voicemail voice calls,0,ringcentral,Voicemail Voice Calls,,
\ No newline at end of file
diff --git a/sap_hana/CHANGELOG.md b/sap_hana/CHANGELOG.md
index 551587c8027c8..6aa0d9bfffde0 100644
--- a/sap_hana/CHANGELOG.md
+++ b/sap_hana/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/sap_hana/changelog.d/18207.added b/sap_hana/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/sap_hana/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/sap_hana/changelog.d/18580.removed b/sap_hana/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/sap_hana/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/sap_hana/datadog_checks/sap_hana/__about__.py b/sap_hana/datadog_checks/sap_hana/__about__.py
index 78967d676d1af..59ccab2a77ff8 100644
--- a/sap_hana/datadog_checks/sap_hana/__about__.py
+++ b/sap_hana/datadog_checks/sap_hana/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/sap_hana/tests/conftest.py b/sap_hana/tests/conftest.py
index fb2a205656ed3..900f28e33e6a2 100644
--- a/sap_hana/tests/conftest.py
+++ b/sap_hana/tests/conftest.py
@@ -116,6 +116,8 @@ def dd_environment(schema="SYS_DATABASES"):
         env_vars={'PASSWORD': ADMIN_CONFIG['password']},
         mount_logs=True,
         sleep=10,
+        attempts=5,
+        attempts_wait=10,
     ):
         yield CONFIG, E2E_METADATA
 
diff --git a/sap_hana/tests/docker/docker-compose.yaml b/sap_hana/tests/docker/docker-compose.yaml
index bd5b3783e4b02..5a3b7f4cf8fa9 100644
--- a/sap_hana/tests/docker/docker-compose.yaml
+++ b/sap_hana/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   sap-hana:
     container_name: sap-hana
diff --git a/scylla/CHANGELOG.md b/scylla/CHANGELOG.md
index 4812215dbe90a..97ec9b5fe7474 100644
--- a/scylla/CHANGELOG.md
+++ b/scylla/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.7.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/scylla/changelog.d/18207.added b/scylla/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/scylla/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/scylla/changelog.d/18580.removed b/scylla/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/scylla/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/scylla/changelog.d/18617.fixed b/scylla/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/scylla/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/scylla/datadog_checks/scylla/__about__.py b/scylla/datadog_checks/scylla/__about__.py
index 32b388c31505f..bcf02753eab69 100644
--- a/scylla/datadog_checks/scylla/__about__.py
+++ b/scylla/datadog_checks/scylla/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/shopify/CHANGELOG.md b/shopify/CHANGELOG.md
new file mode 100644
index 0000000000000..d8ad990765e59
--- /dev/null
+++ b/shopify/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - shopify
+
+## 1.0.0 / 2024-09-23
+
+***Added***:
+
+* Initial Release
diff --git a/shopify/README.md b/shopify/README.md
new file mode 100644
index 0000000000000..63212c887c739
--- /dev/null
+++ b/shopify/README.md
@@ -0,0 +1,61 @@
+# Shopify
+
+## Overview
+
+[Shopify][1] is a comprehensive commerce platform designed to help individuals start, manage, and grow their businesses. It provides tools to build an online store, manage sales, market to customers, and accept payments in both digital and physical locations.
+
+The Shopify Integration collects Event, Product, Customer, and Order logs, sending them to Datadog for detailed analysis.
+
+It includes dashboards that show and analyze logs, making it easier to monitor and understand patterns.
+
+## Setup
+
+### Generate API credentials in Shopify
+1. Log in to [Shopify][2] admin account.
+2. The Shopify Store name is the `xxxx` part of the Store URL (`https://admin.shopify.com/store/xxxx`).
+3. Navigate to **Settings > Apps and sales channels**.
+4. Select **Develop apps** and click **Allow custom app development**.
+5. Click **Create a custom app**, provide the necessary details and click **Create app**.
+6. Click **Configure Admin API Scopes** under the Overview tab.
+7. In the **Admin API access scopes section**, select the following scopes:
+    - **read_orders** 
+    - **read_products** 
+    - **read_customers** 
+    - **read_content** 
+    - **read_price_rules** 
+8. Click **Save** to apply the changes.
+9. Click **Install app** and get the **Access Token** from the **Admin API access token** section.
+
+### Connect your Shopify account to Datadog
+1. Add your Store Name and Access Token
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Store Name|Store name of your Shopify admin account.|
+    |Access Token|Access Token for your Shopify admin account.|
+2. Click the **Save** button to save your settings.
+
+## Data Collected
+
+### Logs 
+
+The Shopify integration collects and forwards Event, Product, Customer, and Order logs to Datadog.
+
+### Metrics
+
+The Shopify integration does not include any metrics.
+
+### Service Checks
+
+The Shopify integration does not include any service checks.
+
+### Events
+
+The Shopify integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][3].
+
+[1]: https://www.shopify.com/
+[2]: https://www.shopify.com/in/store-login
+[3]: https://docs.datadoghq.com/help/
diff --git a/shopify/assets/dashboards/shopify_customer_overview.json b/shopify/assets/dashboards/shopify_customer_overview.json
new file mode 100644
index 0000000000000..0ac696dbf349e
--- /dev/null
+++ b/shopify/assets/dashboards/shopify_customer_overview.json
@@ -0,0 +1,1156 @@
+{
+    "title": "Shopify - Customer Overview",
+    "description": "",
+    "widgets": [
+        {
+            "id": 6457589008412640,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-primary-logo-456baa801ee66a0a435671082365958316831c9960c480451dd0330bcdae304f.svg",
+                "url_dark_theme": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-inverted-primary-logo-bdc6ddd67862d9bb1f8c559e1bb50dd233112ac57b29cac2edcf17ed2e1fe6fa.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 7447057642776924,
+            "definition": {
+                "type": "note",
+                "content": "\n**[Shopify](https://www.shopify.com/)** is a comprehensive commerce platform designed to help individuals start, manage, and grow their businesses. It provides tools to build an online store, manage sales, market to customers, and accept payments in both digital and physical locations.\n\nThe **Shopify Customer Overview** Dashboard provides an overview of customers within your store. It provides insights into customer's marketing and order details.\n\nFor more information, see the [Shopify Integration Documentation](https://docs.datadoghq.com/integrations/shopify/).\n\n### Tip:-\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 8587137220738596,
+            "definition": {
+                "title": "Total Customers",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 2522113371979004,
+            "definition": {
+                "title": "First Time Customers",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:customer @numberOfOrders:1 $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 4,
+                "y": 3,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 3033015122548506,
+            "definition": {
+                "title": "Returning Customers",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:customer @numberOfOrders:>1 $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 8,
+                "y": 3,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 4601366202227524,
+            "definition": {
+                "title": "Customer Returning Rate",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:customer @numberOfOrders:>1 $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query2",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "percent"
+                                    }
+                                },
+                                "formula": "(query1 / query2) * 100"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "yellow_on_white"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 6324267437916298,
+            "definition": {
+                "title": "Sales by Customer",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@amountSpent.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 100,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@amountSpent.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@amountSpent.currencyCode",
+                                        "limit": 100,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@amountSpent.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "text_formats": [],
+                        "sort": {
+                            "count": 10000,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Order Value",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": ">=",
+                                        "value": 0,
+                                        "palette": "black_on_light_green"
+                                    }
+                                ],
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 4,
+                "y": 6,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 4312648521138476,
+            "definition": {
+                "title": "Amount Spent by First Time Customers (Avg)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@amountSpent.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@amountSpent.currencyCode",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@amountSpent.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer @numberOfOrders:1 $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 10,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 8540082775305124,
+            "definition": {
+                "title": "Amount Spent by Returning Customers (Avg)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@amountSpent.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@amountSpent.currencyCode",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@amountSpent.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer @numberOfOrders:>1 $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">=",
+                                "value": 0,
+                                "palette": "white_on_yellow"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 10,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 6208927249201918,
+            "definition": {
+                "title": "Amount Spent by Currency (Avg)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@amountSpent.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@amountSpent.currencyCode",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@amountSpent.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 8,
+                "y": 10,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 2471531239284296,
+            "definition": {
+                "title": "Customers by City",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@defaultAddress.city",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@usr.id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer -@defaultAddress.city:\"\" $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 14,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 3660022425769518,
+            "definition": {
+                "title": "Customers by Default Location",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "geomap",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@defaultAddress.countryCodeV2",
+                                        "limit": 250,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@usr.id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 250,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "palette": "Plasma",
+                    "palette_flip": false
+                },
+                "view": {
+                    "focus": "WORLD"
+                }
+            },
+            "layout": {
+                "x": 4,
+                "y": 14,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 8504166996883148,
+            "definition": {
+                "title": "Customers by Email Marketing State",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@emailMarketingConsent.marketingState",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@usr.id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 18,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 8504970604682638,
+            "definition": {
+                "title": "Customers by SMS Marketing State",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@smsMarketingConsent.marketingState",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@usr.id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 18,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 3112514483697428,
+            "definition": {
+                "title": "Customers by Last Order Value",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@lastOrder.totalPriceSet.shopMoney.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@lastOrder.totalPriceSet.shopMoney.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@lastOrder.totalPriceSet.shopMoney.currencyCode",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@lastOrder.totalPriceSet.shopMoney.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 625,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 22,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 4536649778544610,
+            "definition": {
+                "title": "Top Customers by Order Count",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "hide_incomplete_cost_data": true
+                },
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "max",
+                                    "metric": "@numberOfOrders"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "max",
+                                            "metric": "@numberOfOrders"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@usr.id",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "max",
+                                            "metric": "@numberOfOrders"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 625,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "none"
+                    },
+                    "palette": "datadog16"
+                }
+            },
+            "layout": {
+                "x": 3,
+                "y": 22,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 2373335191656186,
+            "definition": {
+                "title": "Customers by Subscription Status",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@usr.id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@productSubscriberStatus",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@usr.id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:customer $customer_name $customer_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 500,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "table"
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 22,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 1987008830400332,
+            "definition": {
+                "title": "Customers Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:shopify service:customer $customer_name $customer_id $currency",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "usr.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "usr.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "numberOfOrders",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "lifetimeDuration",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "taxExempt",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "emailMarketingConsent.marketingState",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "smsMarketingConsent.marketingState",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 26,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "customer_id",
+            "prefix": "@usr.id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "customer_name",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "currency",
+            "prefix": "@amountSpent.currencyCode",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/shopify/assets/dashboards/shopify_event_overview.json b/shopify/assets/dashboards/shopify_event_overview.json
new file mode 100644
index 0000000000000..30b17a2994e9f
--- /dev/null
+++ b/shopify/assets/dashboards/shopify_event_overview.json
@@ -0,0 +1,716 @@
+{
+    "title": "Shopify - Event Overview",
+    "description": "",
+    "widgets": [
+        {
+            "id": 2362748552655712,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-primary-logo-456baa801ee66a0a435671082365958316831c9960c480451dd0330bcdae304f.svg",
+                "url_dark_theme": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-inverted-primary-logo-bdc6ddd67862d9bb1f8c559e1bb50dd233112ac57b29cac2edcf17ed2e1fe6fa.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 6595375037827088,
+            "definition": {
+                "type": "note",
+                "content": "**[Shopify](https://www.shopify.com/)** is a comprehensive commerce platform that helps individuals to start, manage, and grow a business. It offers a set of tools to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.\n\nThe **Shopify Event Overview** Dashboard provides an overview of event logs, offering insights into events, type, and action distribution.\n\nFor more information, see the [Shopify Integration Documentation](https://docs.datadoghq.com/integrations/shopify/).\n\n### Tip:-\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 4156249446142690,
+            "definition": {
+                "title": "Total Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 6434718208472006,
+            "definition": {
+                "title": "Events Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Events",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 4
+            }
+        },
+        {
+            "id": 7313898452003926,
+            "definition": {
+                "title": "Events by Type",
+                "type": "treemap",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@subject_type",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 2516121826658084,
+            "definition": {
+                "title": "Events by Type Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@subject_type",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 7,
+                "width": 7,
+                "height": 4
+            }
+        },
+        {
+            "id": 2101689610312290,
+            "definition": {
+                "title": "Events by Action",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "limit": {
+                                    "order": "desc"
+                                }
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@verb",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "classic"
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "automatic"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 5713539676901512,
+            "definition": {
+                "title": "Events by Action Overview",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@verb",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 11,
+                "width": 7,
+                "height": 4
+            }
+        },
+        {
+            "id": 6973490408831438,
+            "definition": {
+                "title": "Top Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@subject_type",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@verb",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 625,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    },
+                    "palette": "datadog16",
+                    "scaling": "relative"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 15,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 5837771255186112,
+            "definition": {
+                "title": "Top Users",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 5,
+                "y": 15,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 2751619566114168,
+            "definition": {
+                "title": "Top User Actions",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "hide_incomplete_cost_data": true
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@subject_type",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@verb",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:event $event_type $event_action"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 3375,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Events",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "never"
+            },
+            "layout": {
+                "x": 8,
+                "y": 15,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 4587011956440926,
+            "definition": {
+                "title": "Event Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:shopify service:event $event_type $event_action",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "subject_type",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "verb",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "usr.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 19,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "event_type",
+            "prefix": "@subject_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "event_action",
+            "prefix": "@verb",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/shopify/assets/dashboards/shopify_order_overview.json b/shopify/assets/dashboards/shopify_order_overview.json
new file mode 100644
index 0000000000000..7173613cf3067
--- /dev/null
+++ b/shopify/assets/dashboards/shopify_order_overview.json
@@ -0,0 +1,1497 @@
+{
+    "title": "Shopify - Order Overview",
+    "description": "",
+    "widgets": [
+        {
+            "id": 3630919149544800,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-primary-logo-456baa801ee66a0a435671082365958316831c9960c480451dd0330bcdae304f.svg",
+                "url_dark_theme": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-inverted-primary-logo-bdc6ddd67862d9bb1f8c559e1bb50dd233112ac57b29cac2edcf17ed2e1fe6fa.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 7,
+                "height": 2
+            }
+        },
+        {
+            "id": 2768065097473154,
+            "definition": {
+                "title": "Shopify Monitor Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:shopify",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 7,
+                "y": 0,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 8602455036825926,
+            "definition": {
+                "type": "note",
+                "content": "\n**[Shopify](https://www.shopify.com/)** is a comprehensive commerce platform that helps individuals to start, manage, and grow a business. It offers a set of tools to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.\n\nThe **Shopify Orders Overview** Dashboard provides an overview of orders within your store. It provides insights into order tracking, fulfillments, customers, and product details.\n\nFor more information, see the [Shopify Integration Documentation](https://docs.datadoghq.com/integrations/shopify/).\n\n### Tip:-\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 7,
+                "height": 2
+            }
+        },
+        {
+            "id": 4916600894722990,
+            "definition": {
+                "title": "Total Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 7701449148798980,
+            "definition": {
+                "title": "Confirmed Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @confirmed:true $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 3,
+                "y": 4,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 1812191786714824,
+            "definition": {
+                "title": "Refunded Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @refunds.transactions.status:success $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 6,
+                "y": 4,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 2581889973783936,
+            "definition": {
+                "title": "Marketing Accepted Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @buyer_accepts_marketing:true $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 9,
+                "y": 4,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 7618442638763158,
+            "definition": {
+                "title": "Completed Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @closed_at:* $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 230307842331210,
+            "definition": {
+                "title": "Cancelled Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @cancelled_at:* $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 3,
+                "y": 6,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 3796810043555928,
+            "definition": {
+                "title": "Tax Exempted Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order (@tax_exempt:true OR @tax_included:false) $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 6,
+                "y": 6,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 5694819066898408,
+            "definition": {
+                "title": "Gift Card Orders",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "default_zero(query1)"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:order @line_items.gift_card:true $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 9,
+                "y": 6,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 4902698799419696,
+            "definition": {
+                "title": "Average Order Price by Customer",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@total_price"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@usr.name",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@total_price"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@currency",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@total_price"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:order -@usr.name:\" \" $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 625,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 3,
+                "height": 4
+            }
+        },
+        {
+            "id": 3843387744924516,
+            "definition": {
+                "title": "Order Summary (rounded price)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@total_price"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@id",
+                                        "limit": 100,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@total_price"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@currency",
+                                        "limit": 100,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@total_price"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:order $order_id $customer_name $customer_city $currency"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query2",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@subtotal_price"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@id",
+                                        "limit": 100,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@total_price"
+                                        }
+                                    },
+                                    {
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+        {
+            "name": "order_id",
+            "prefix": "@id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "customer_name",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "customer_city",
+            "prefix": "@network.client.geoip.city.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "currency",
+            "prefix": "@currency",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/shopify/assets/dashboards/shopify_product_overview.json b/shopify/assets/dashboards/shopify_product_overview.json
new file mode 100644
index 0000000000000..6d10b3c2a8954
--- /dev/null
+++ b/shopify/assets/dashboards/shopify_product_overview.json
@@ -0,0 +1,621 @@
+{
+    "title": "Shopify - Product Overview",
+    "description": "",
+    "widgets": [
+        {
+            "id": 8506652285430826,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-primary-logo-456baa801ee66a0a435671082365958316831c9960c480451dd0330bcdae304f.svg",
+                "url_dark_theme": "https://cdn.shopify.com/shopifycloud/brochure/assets/brand-assets/shopify-logo-inverted-primary-logo-bdc6ddd67862d9bb1f8c559e1bb50dd233112ac57b29cac2edcf17ed2e1fe6fa.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 7,
+                "height": 2
+            }
+        },
+        {
+            "id": 8770406996449935,
+            "definition": {
+                "title": "Shopify Monitor Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:shopify",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 7,
+                "y": 0,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 1767411351951850,
+            "definition": {
+                "type": "note",
+                "content": "**[Shopify](https://www.shopify.com/)** is a comprehensive commerce platform that helps individuals to start, manage, and grow a business. It offers a set of tools to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.\n\nThe **Shopify Product Overview** Dashboard provides an overview of products within your store. It provides  insights into product types, status distribution, inventory, and variant details.\n\nFor more information, see the [Shopify Integration Documentation](https://docs.datadoghq.com/integrations/shopify/).\n\n### Tip:-\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n",
+                "background_color": "green",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 2,
+                "width": 7,
+                "height": 2
+            }
+        },
+        {
+            "id": 2446181804882916,
+            "definition": {
+                "title": "Total Products",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:product $product_name $product_type $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "white_on_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 6613518820826564,
+            "definition": {
+                "title": "Top Product Count by Type",
+                "type": "treemap",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@productType",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:product -@productType:\"\" $product_name $product_type $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "style": {
+                            "palette": "datadog16"
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 4,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 4043889896241554,
+            "definition": {
+                "title": "Products with Out of Stock Variants",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:product @hasOutOfStockVariants:true $product_name $product_type $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 1141858048342154,
+            "definition": {
+                "title": "Products with Out of Stock Inventory",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:product @tracksInventory:true @totalInventory:<=0 $product_type $product_name $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 4,
+                "y": 7,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 5213489288870882,
+            "definition": {
+                "title": "Products with Inventory Tracking",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:shopify service:product @tracksInventory:true $product_type $product_name $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar"
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 8,
+                "y": 7,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 8353371234267758,
+            "definition": {
+                "title": "Products by Status",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "cardinality",
+                                    "metric": "@id"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@product_status",
+                                        "limit": 25,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "cardinality",
+                                            "metric": "@id"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:product $product_type $product_name $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "style": {
+                            "palette": "datadog16"
+                        },
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "type": "sunburst",
+                "legend": {
+                    "type": "inline"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 9,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 3849686844214096,
+            "definition": {
+                "title": "Product Variant Price (Avg)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@legacyResourceId",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@title",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@priceRangeV2.maxVariantPrice.currencyCode",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:product $product_type $product_name $product_id $currency"
+                                },
+                                "storage": "hot"
+                            },
+                            {
+                                "data_source": "logs",
+                                "name": "query2",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "avg",
+                                    "metric": "@priceRangeV2.minVariantPrice.amount"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@legacyResourceId",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@title",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    },
+                                    {
+                                        "facet": "@priceRangeV2.maxVariantPrice.currencyCode",
+                                        "limit": 15,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "avg",
+                                            "metric": "@priceRangeV2.maxVariantPrice.amount"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:shopify service:product $product_type $product_name $product_id $currency"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 6750,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 2,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Max Variant Price",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "number",
+                                "alias": "Min Variant Price",
+                                "formula": "query2"
+                            },
+                            {
+                                "alias": "Average Variant Price",
+                                "cell_display_mode": "bar",
+                                "formula": "(query1 + query2) / 2"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 4,
+                "y": 9,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 6140658451404220,
+            "definition": {
+                "title": "Product Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:shopify service:product $product_name $product_type $product_id $currency",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "legacyResourceId",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "title",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "productType",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "product_status",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "tracksInventory",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "totalInventory",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "priceRangeV2.maxVariantPrice.amount",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "priceRangeV2.minVariantPrice.amount",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "priceRangeV2.maxVariantPrice.currencyCode",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "vendor",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "isGiftCard",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 13,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "product_id",
+            "prefix": "@id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "product_name",
+            "prefix": "@title",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "product_type",
+            "prefix": "@productType",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "currency",
+            "prefix": "@priceRangeV2.maxVariantPrice.currencyCode",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/shopify/assets/logs/shopify.yaml b/shopify/assets/logs/shopify.yaml
new file mode 100644
index 0000000000000..c099b9da32853
--- /dev/null
+++ b/shopify/assets/logs/shopify.yaml
@@ -0,0 +1,246 @@
+id: shopify
+metric_id: shopify
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: User-Agent
+    path: http.useragent
+    source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Shopify
+  enabled: true
+  filter:
+    query: "source:shopify"
+  processors:
+    - type: pipeline
+      name: Event
+      enabled: true
+      filter:
+        query: "service:event"
+      processors:
+        - type: date-remapper
+          name: Define `created_at` as the official date of the log
+          enabled: true
+          sources:
+            - created_at
+        - type: attribute-remapper
+          name: Map `author` to `usr.name`
+          enabled: true
+          sources:
+            - author
+          sourceType: attribute
+          target: usr.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Order
+      enabled: true
+      filter:
+        query: "service:order"
+      processors:
+        - type: date-remapper
+          name: Define `updated_at` as the official date of the log
+          enabled: true
+          sources:
+            - updated_at
+        - type: attribute-remapper
+          name: Map `client_details.browser_ip` to `network.client.ip`
+          enabled: true
+          sources:
+            - client_details.browser_ip
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `client_details.user_agent` to `http.useragent`
+          enabled: true
+          sources:
+            - client_details.user_agent
+          sourceType: attribute
+          target: http.useragent
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `customer.id` to `usr.id`
+          enabled: true
+          sources:
+            - customer.id
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `customer.email` to `usr.email`
+          enabled: true
+          sources:
+            - customer.email
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: string-builder-processor
+          name: Define `usr.name` equal to %{customer.first_name} %{customer.last_name}
+          enabled: true
+          template: "%{customer.first_name} %{customer.last_name}"
+          target: usr.name
+          replaceMissing: false
+        - type: geo-ip-parser
+          name: GeoIP Parser for `network.client.ip`
+          enabled: true
+          sources:
+            - network.client.ip
+          target: network.client.geoip
+          ip_processing_behavior: do-nothing
+        - type: user-agent-parser
+          name: Extract details from `http.useragent`
+          enabled: true
+          sources:
+            - http.useragent
+          target: http.useragent_details
+          encoded: false
+          combineVersionDetails: false
+    - type: pipeline
+      name: Customer
+      enabled: true
+      filter:
+        query: "service:customer"
+      processors:
+        - type: date-remapper
+          name: Define `updatedAt` as the official date of the log
+          enabled: true
+          sources:
+            - updatedAt
+        - type: attribute-remapper
+          name: Map `legacyResourceId` to `usr.id`
+          enabled: true
+          sources:
+            - legacyResourceId
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `displayName` to `usr.name`
+          enabled: true
+          sources:
+            - displayName
+          sourceType: attribute
+          target: usr.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Product
+      enabled: true
+      filter:
+        query: "service:product"
+      processors:
+        - type: date-remapper
+          name: Define `updatedAt` as the official date of the log
+          enabled: true
+          sources:
+            - updatedAt
+        - type: attribute-remapper
+          name: Map `status` to `product_status`
+          enabled: true
+          sources:
+            - status
+          sourceType: attribute
+          target: product_status
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `product_status` to `status`
+          enabled: true
+          source: product_status
+          target: status
+          lookupTable: |-
+            ACTIVE,info
+            ARCHIVED,info
+            DRAFT,info
+          defaultLookup: info
+          type: lookup-processor
+        - type: status-remapper
+          name: Define `status` as the official status of the log
+          enabled: true
+          sources:
+            - status
diff --git a/shopify/assets/logs/shopify_tests.yaml b/shopify/assets/logs/shopify_tests.yaml
new file mode 100644
index 0000000000000..3245c3565d2b7
--- /dev/null
+++ b/shopify/assets/logs/shopify_tests.yaml
@@ -0,0 +1,1565 @@
+id: shopify
+tests:
+ -
+  sample: |-
+    {
+      "subject_id" : 1234,
+      "path" : "/admin/pages",
+      "subject_type" : "Blog",
+      "author" : "Shopify",
+      "verb" : "create",
+      "created_at" : "2024-08-27T15:36:38+05:30",
+      "description" : "Blog was created: News.",
+      "arguments" : [ "News" ],
+      "id" : 222397999050809,
+      "message" : "Blog was created: <a href=\"https://admin.shopify.com/store/{store_name}/admin/blogs/1234\">News</a>."
+    }
+  service: "event"
+  result:
+    custom:
+      arguments:
+       - "News"
+      created_at: "2024-08-27T15:36:38+05:30"
+      description: "Blog was created: News."
+      id: 222397999050809
+      path: "/admin/pages"
+      subject_id: 1234
+      subject_type: "Blog"
+      usr:
+        name: "Shopify"
+      verb: "create"
+    message: "Blog was created: <a href=\"https://admin.shopify.com/store/{store_name}/admin/blogs/1234\">News</a>."
+    service: "event"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1724753198000
+ -
+  sample: |-
+    {
+      "confirmation_number" : "L5MIX0PUW",
+      "fulfillment_status" : "fulfilled",
+      "total_outstanding" : "1296.82",
+      "order_number" : 1002,
+      "created_at" : "2024-08-28T14:48:43+05:30",
+      "taxes_included" : false,
+      "line_items" : [ {
+        "variant_title" : "Black",
+        "fulfillment_status" : "fulfilled",
+        "total_discount" : "0.00",
+        "gift_card" : false,
+        "requires_shipping" : true,
+        "total_discount_set" : {
+          "shop_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          }
+        },
+        "title" : "Shoes",
+        "product_exists" : true,
+        "variant_id" : 43744593936441,
+        "tax_lines" : [ {
+          "channel_liable" : false,
+          "rate" : 0.18,
+          "price" : "233.82",
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "233.82",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "233.82",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "IGST"
+        } ],
+        "price" : "1299.00",
+        "vendor" : "Dummy Vendor",
+        "product_id" : 7688312913977,
+        "id" : 12778730618937,
+        "grams" : 500,
+        "sku" : "SHOES-1",
+        "fulfillable_quantity" : 0,
+        "quantity" : 1,
+        "fulfillment_service" : "manual",
+        "taxable" : true,
+        "variant_inventory_management" : "shopify",
+        "current_quantity" : 1,
+        "admin_graphql_api_id" : "gid://shopify/LineItem/12778730618937",
+        "name" : "Shoes - Black",
+        "price_set" : {
+          "shop_money" : {
+            "amount" : "1299.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "1299.00",
+            "currency_code" : "INR"
+          }
+        }
+      }, {
+        "variant_title" : "L",
+        "fulfillment_status" : "fulfilled",
+        "total_discount" : "0.00",
+        "gift_card" : false,
+        "requires_shipping" : true,
+        "total_discount_set" : {
+          "shop_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          }
+        },
+        "title" : "Cotton tshirt",
+        "product_exists" : true,
+        "variant_id" : 43741030744121,
+        "tax_lines" : [ {
+          "channel_liable" : false,
+          "rate" : 0.18,
+          "price" : "53.82",
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "53.82",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "53.82",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "IGST"
+        } ],
+        "price" : "299.00",
+        "vendor" : "My Store",
+        "product_id" : 7687579762745,
+        "id" : 12801614413881,
+        "grams" : 100,
+        "sku" : "",
+        "fulfillable_quantity" : 0,
+        "quantity" : 1,
+        "fulfillment_service" : "manual",
+        "taxable" : true,
+        "variant_inventory_management" : "shopify",
+        "current_quantity" : 1,
+        "admin_graphql_api_id" : "gid://shopify/LineItem/12801614413881",
+        "name" : "Cotton tshirt - L",
+        "price_set" : {
+          "shop_money" : {
+            "amount" : "299.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "299.00",
+            "currency_code" : "INR"
+          }
+        }
+      }, {
+        "fulfillable_quantity" : 0,
+        "fulfillment_status" : "fulfilled",
+        "quantity" : 1,
+        "total_discount" : "0.00",
+        "fulfillment_service" : "manual",
+        "gift_card" : false,
+        "taxable" : true,
+        "requires_shipping" : true,
+        "total_discount_set" : {
+          "shop_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "0.00",
+            "currency_code" : "INR"
+          }
+        },
+        "title" : "Desk Lamp",
+        "current_quantity" : 1,
+        "product_exists" : true,
+        "variant_id" : 43744917815353,
+        "tax_lines" : [ {
+          "channel_liable" : false,
+          "rate" : 0.18,
+          "price" : "144.00",
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "144.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "144.00",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "IGST"
+        } ],
+        "price" : "800.00",
+        "vendor" : "Dummy Vendor",
+        "admin_graphql_api_id" : "gid://shopify/LineItem/12801628569657",
+        "product_id" : 7688576860217,
+        "name" : "Desk Lamp",
+        "id" : 12801628569657,
+        "grams" : 0,
+        "price_set" : {
+          "shop_money" : {
+            "amount" : "800.00",
+            "currency_code" : "INR"
+          },
+          "presentment_money" : {
+            "amount" : "800.00",
+            "currency_code" : "INR"
+          }
+        },
+        "sku" : "DL789"
+      } ],
+      "buyer_accepts_marketing" : false,
+      "presentment_currency" : "INR",
+      "confirmed" : true,
+      "total_weight" : 600,
+      "total_discounts" : "0.00",
+      "fulfillments" : [ {
+        "updated_at" : "2024-09-20T10:13:23+05:30",
+        "service" : "manual",
+        "admin_graphql_api_id" : "gid://shopify/Fulfillment/4542375952441",
+        "name" : "#1002.1",
+        "created_at" : "2024-09-20T10:13:23+05:30",
+        "id" : 4542375952441,
+        "line_items" : [ {
+          "variant_title" : "Black",
+          "fulfillment_status" : "fulfilled",
+          "total_discount" : "0.00",
+          "gift_card" : false,
+          "requires_shipping" : true,
+          "total_discount_set" : {
+            "shop_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "Shoes",
+          "product_exists" : true,
+          "variant_id" : 43744593936441,
+          "tax_lines" : [ {
+            "channel_liable" : false,
+            "rate" : 0.18,
+            "price" : "233.82",
+            "price_set" : {
+              "shop_money" : {
+                "amount" : "233.82",
+                "currency_code" : "INR"
+              },
+              "presentment_money" : {
+                "amount" : "233.82",
+                "currency_code" : "INR"
+              }
+            },
+            "title" : "IGST"
+          } ],
+          "price" : "1299.00",
+          "vendor" : "Dummy Vendor",
+          "product_id" : 7688312913977,
+          "id" : 12778730618937,
+          "grams" : 500,
+          "sku" : "SHOES-1",
+          "fulfillable_quantity" : 0,
+          "quantity" : 1,
+          "fulfillment_service" : "manual",
+          "taxable" : true,
+          "variant_inventory_management" : "shopify",
+          "current_quantity" : 1,
+          "admin_graphql_api_id" : "gid://shopify/LineItem/12778730618937",
+          "name" : "Shoes - Black",
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "1299.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "1299.00",
+              "currency_code" : "INR"
+            }
+          }
+        }, {
+          "variant_title" : "L",
+          "fulfillment_status" : "fulfilled",
+          "total_discount" : "0.00",
+          "gift_card" : false,
+          "requires_shipping" : true,
+          "total_discount_set" : {
+            "shop_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "Cotton tshirt",
+          "product_exists" : true,
+          "variant_id" : 43741030744121,
+          "tax_lines" : [ {
+            "channel_liable" : false,
+            "rate" : 0.18,
+            "price" : "53.82",
+            "price_set" : {
+              "shop_money" : {
+                "amount" : "53.82",
+                "currency_code" : "INR"
+              },
+              "presentment_money" : {
+                "amount" : "53.82",
+                "currency_code" : "INR"
+              }
+            },
+            "title" : "IGST"
+          } ],
+          "price" : "299.00",
+          "vendor" : "My Store",
+          "product_id" : 7687579762745,
+          "id" : 12801614413881,
+          "grams" : 100,
+          "sku" : "",
+          "fulfillable_quantity" : 0,
+          "quantity" : 1,
+          "fulfillment_service" : "manual",
+          "taxable" : true,
+          "variant_inventory_management" : "shopify",
+          "current_quantity" : 1,
+          "admin_graphql_api_id" : "gid://shopify/LineItem/12801614413881",
+          "name" : "Cotton tshirt - L",
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "299.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "299.00",
+              "currency_code" : "INR"
+            }
+          }
+        }, {
+          "fulfillable_quantity" : 0,
+          "fulfillment_status" : "fulfilled",
+          "quantity" : 1,
+          "total_discount" : "0.00",
+          "fulfillment_service" : "manual",
+          "gift_card" : false,
+          "taxable" : true,
+          "requires_shipping" : true,
+          "total_discount_set" : {
+            "shop_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "0.00",
+              "currency_code" : "INR"
+            }
+          },
+          "title" : "Desk Lamp",
+          "current_quantity" : 1,
+          "product_exists" : true,
+          "variant_id" : 43744917815353,
+          "tax_lines" : [ {
+            "channel_liable" : false,
+            "rate" : 0.18,
+            "price" : "144.00",
+            "price_set" : {
+              "shop_money" : {
+                "amount" : "144.00",
+                "currency_code" : "INR"
+              },
+              "presentment_money" : {
+                "amount" : "144.00",
+                "currency_code" : "INR"
+              }
+            },
+            "title" : "IGST"
+          } ],
+          "price" : "800.00",
+          "vendor" : "Dummy Vendor",
+          "admin_graphql_api_id" : "gid://shopify/LineItem/12801628569657",
+          "product_id" : 7688576860217,
+          "name" : "Desk Lamp",
+          "id" : 12801628569657,
+          "grams" : 0,
+          "price_set" : {
+            "shop_money" : {
+              "amount" : "800.00",
+              "currency_code" : "INR"
+            },
+            "presentment_money" : {
+              "amount" : "800.00",
+              "currency_code" : "INR"
+            }
+          },
+          "sku" : "DL789"
+        } ],
+        "order_id" : 5030430111111,
+        "location_id" : 75274649657,
+        "status" : "success"
+      } ],
+      "client_details" : {
+        "browser_ip" : "10.0.0.0",
+        "user_agent" : "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36"
+      },
+      "updated_at" : "2024-09-20T10:13:23+05:30",
+      "customer_locale" : "en",
+      "processed_at" : "2024-08-28T14:48:43+05:30",
+      "currency" : "INR",
+      "id" : 5030430111111,
+      "subtotal_price" : "2398.00",
+      "total_price" : "2829.64",
+      "total_line_items_price" : "2398.00",
+      "total_tax" : "431.64",
+      "total_tip_received" : "0.00",
+      "financial_status" : "partially_paid",
+      "name" : "#1002",
+      "customer" : {
+        "note" : "",
+        "tax_exempt" : false,
+        "email_marketing_consent" : {
+          "state" : "not_subscribed",
+          "opt_in_level" : "single_opt_in"
+        },
+        "created_at" : "2024-08-28T15:50:36+05:30",
+        "last_name" : "Doe",
+        "verified_email" : true,
+        "tags" : "",
+        "default_address" : {
+          "zip" : "",
+          "country" : "India",
+          "address2" : "",
+          "city" : "Ahmedabad",
+          "address1" : "",
+          "last_name" : "Doe",
+          "province_code" : "GJ",
+          "country_code" : "IN",
+          "default" : true,
+          "province" : "Gujarat",
+          "name" : "John Doe",
+          "country_name" : "India",
+          "company" : "",
+          "id" : 8518800900153,
+          "customer_id" : 7597194181111,
+          "first_name" : "John"
+        },
+        "updated_at" : "2024-09-23T12:22:38+05:30",
+        "admin_graphql_api_id" : "gid://shopify/Customer/7597194181111",
+        "currency" : "INR",
+        "id" : 7597194181111,
+        "state" : "disabled",
+        "first_name" : "John",
+        "email" : "example@gmail.com"
+      }
+    }
+  service: "order"
+  result:
+    custom:
+      buyer_accepts_marketing: false
+      confirmation_number: "L5MIX0PUW"
+      confirmed: true
+      created_at: "2024-08-28T14:48:43+05:30"
+      currency: "INR"
+      customer:
+        admin_graphql_api_id: "gid://shopify/Customer/7597194181111"
+        created_at: "2024-08-28T15:50:36+05:30"
+        currency: "INR"
+        default_address:
+          address1: ""
+          address2: ""
+          city: "Ahmedabad"
+          company: ""
+          country: "India"
+          country_code: "IN"
+          country_name: "India"
+          customer_id: 7597194181111
+          default: true
+          first_name: "John"
+          id: 8518800900153
+          last_name: "Doe"
+          name: "John Doe"
+          province: "Gujarat"
+          province_code: "GJ"
+          zip: ""
+        email_marketing_consent:
+          opt_in_level: "single_opt_in"
+          state: "not_subscribed"
+        first_name: "John"
+        last_name: "Doe"
+        note: ""
+        state: "disabled"
+        tags: ""
+        tax_exempt: false
+        updated_at: "2024-09-23T12:22:38+05:30"
+        verified_email: true
+      customer_locale: "en"
+      financial_status: "partially_paid"
+      fulfillment_status: "fulfilled"
+      fulfillments:
+       -
+        updated_at: "2024-09-20T10:13:23+05:30"
+        service: "manual"
+        admin_graphql_api_id: "gid://shopify/Fulfillment/4542375952441"
+        name: "#1002.1"
+        created_at: "2024-09-20T10:13:23+05:30"
+        id: 4542375952441
+        line_items:
+         -
+          variant_title: "Black"
+          fulfillment_status: "fulfilled"
+          total_discount: "0.00"
+          gift_card: false
+          requires_shipping: true
+          total_discount_set:
+            shop_money:
+              amount: "0.00"
+              currency_code: "INR"
+            presentment_money:
+              amount: "0.00"
+              currency_code: "INR"
+          title: "Shoes"
+          product_exists: true
+          variant_id: 43744593936441
+          tax_lines:
+           -
+            channel_liable: false
+            rate: 0.18
+            price: "233.82"
+            price_set:
+              shop_money:
+                amount: "233.82"
+                currency_code: "INR"
+              presentment_money:
+                amount: "233.82"
+                currency_code: "INR"
+            title: "IGST"
+          price: "1299.00"
+          vendor: "Dummy Vendor"
+          product_id: 7688312913977
+          id: 12778730618937
+          grams: 500
+          sku: "SHOES-1"
+          fulfillable_quantity: 0
+          quantity: 1
+          fulfillment_service: "manual"
+          taxable: true
+          variant_inventory_management: "shopify"
+          current_quantity: 1
+          admin_graphql_api_id: "gid://shopify/LineItem/12778730618937"
+          name: "Shoes - Black"
+          price_set:
+            shop_money:
+              amount: "1299.00"
+              currency_code: "INR"
+            presentment_money:
+              amount: "1299.00"
+              currency_code: "INR"
+         -
+          variant_title: "L"
+          fulfillment_status: "fulfilled"
+          total_discount: "0.00"
+          gift_card: false
+          requires_shipping: true
+          total_discount_set:
+            shop_money:
+              amount: "0.00"
+              currency_code: "INR"
+            presentment_money:
+              amount: "0.00"
+              currency_code: "INR"
+          title: "Cotton tshirt"
+          product_exists: true
+          variant_id: 43741030744121
+          tax_lines:
+           -
+            channel_liable: false
+            rate: 0.18
+            price: "53.82"
+            price_set:
+              shop_money:
+                amount: "53.82"
+                currency_code: "INR"
+              presentment_money:
+                amount: "53.82"
+                currency_code: "INR"
+            title: "IGST"
+          price: "299.00"
+          vendor: "My Store"
+          product_id: 7687579762745
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+          variant_inventory_management: "shopify"
+          current_quantity: 1
+          admin_graphql_api_id: "gid://shopify/LineItem/12801614413881"
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+              amount: "299.00"
+              currency_code: "INR"
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+              amount: "299.00"
+              currency_code: "INR"
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+          fulfillable_quantity: 0
+          fulfillment_status: "fulfilled"
+          quantity: 1
+          total_discount: "0.00"
+          fulfillment_service: "manual"
+          gift_card: false
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+              amount: "0.00"
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+              amount: "0.00"
+              currency_code: "INR"
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+            rate: 0.18
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+                amount: "144.00"
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+                amount: "144.00"
+                currency_code: "INR"
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+          product_id: 7688576860217
+          name: "Desk Lamp"
+          id: 12801628569657
+          grams: 0
+          price_set:
+            shop_money:
+              amount: "800.00"
+              currency_code: "INR"
+            presentment_money:
+              amount: "800.00"
+              currency_code: "INR"
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+        location_id: 75274649657
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+            patch_minor: "0"
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+            category: "Desktop"
+            family: "Other"
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+            family: "Windows"
+            major: "10"
+      id: 5030430111111
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+        variant_title: "Black"
+        fulfillment_status: "fulfilled"
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+        requires_shipping: true
+        total_discount_set:
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+            amount: "0.00"
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+            amount: "0.00"
+            currency_code: "INR"
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+        product_exists: true
+        variant_id: 43744593936441
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+          channel_liable: false
+          rate: 0.18
+          price: "233.82"
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+            shop_money:
+              amount: "233.82"
+              currency_code: "INR"
+            presentment_money:
+              amount: "233.82"
+              currency_code: "INR"
+          title: "IGST"
+        price: "1299.00"
+        vendor: "Dummy Vendor"
+        product_id: 7688312913977
+        id: 12778730618937
+        grams: 500
+        sku: "SHOES-1"
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+        quantity: 1
+        fulfillment_service: "manual"
+        taxable: true
+        variant_inventory_management: "shopify"
+        current_quantity: 1
+        admin_graphql_api_id: "gid://shopify/LineItem/12778730618937"
+        name: "Shoes - Black"
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+          shop_money:
+            amount: "1299.00"
+            currency_code: "INR"
+          presentment_money:
+            amount: "1299.00"
+            currency_code: "INR"
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+        variant_title: "L"
+        fulfillment_status: "fulfilled"
+        total_discount: "0.00"
+        gift_card: false
+        requires_shipping: true
+        total_discount_set:
+          shop_money:
+            amount: "0.00"
+            currency_code: "INR"
+          presentment_money:
+            amount: "0.00"
+            currency_code: "INR"
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+        product_exists: true
+        variant_id: 43741030744121
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+          channel_liable: false
+          rate: 0.18
+          price: "53.82"
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+              amount: "53.82"
+              currency_code: "INR"
+            presentment_money:
+              amount: "53.82"
+              currency_code: "INR"
+          title: "IGST"
+        price: "299.00"
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+        id: 12801614413881
+        grams: 100
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+        quantity: 1
+        fulfillment_service: "manual"
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+        admin_graphql_api_id: "gid://shopify/LineItem/12801614413881"
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+            amount: "299.00"
+            currency_code: "INR"
+          presentment_money:
+            amount: "299.00"
+            currency_code: "INR"
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+        fulfillable_quantity: 0
+        fulfillment_status: "fulfilled"
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+        product_exists: true
+        variant_id: 43744917815353
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+            presentment_money:
+              amount: "144.00"
+              currency_code: "INR"
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+        price: "800.00"
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+        admin_graphql_api_id: "gid://shopify/LineItem/12801628569657"
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+        id: 12801628569657
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+            amount: "800.00"
+            currency_code: "INR"
+          presentment_money:
+            amount: "800.00"
+            currency_code: "INR"
+        sku: "DL789"
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+        client:
+          geoip: {}
+          ip: "10.0.0.0"
+      order_number: 1002
+      presentment_currency: "INR"
+      processed_at: "2024-08-28T14:48:43+05:30"
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+      total_tip_received: "0.00"
+      total_weight: 600
+      updated_at: "2024-09-20T10:13:23+05:30"
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+        email: "example@gmail.com"
+        id: 7597194181111
+        name: "John Doe"
+    message: |-
+      {
+        "confirmation_number" : "L5MIX0PUW",
+        "fulfillment_status" : "fulfilled",
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+        "line_items" : [ {
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+          "total_discount_set" : {
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+              "currency_code" : "INR"
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+              "presentment_money" : {
+                "amount" : "233.82",
+                "currency_code" : "INR"
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+            "title" : "IGST"
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+              "amount" : "1299.00",
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+            "presentment_money" : {
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+          "fulfillment_service" : "manual",
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+          "variant_inventory_management" : "shopify",
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+          "fulfillment_status" : "fulfilled",
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+            "title" : "IGST"
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+          "product_id" : 7688576860217,
+          "name" : "Desk Lamp",
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+          "default_address" : {
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+            "city" : "Ahmedabad",
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+            "last_name" : "Doe",
+            "province_code" : "GJ",
+            "country_code" : "IN",
+            "default" : true,
+            "province" : "Gujarat",
+            "name" : "John Doe",
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+            "id" : 8518800900153,
+            "customer_id" : 7597194181111,
+            "first_name" : "John"
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+          "updated_at" : "2024-09-23T12:22:38+05:30",
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+          "state" : "disabled",
+          "first_name" : "John",
+          "email" : "example@gmail.com"
+        }
+      }
+    service: "order"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1726807403000
+ -
+  sample: |-
+    {
+      "note" : "Note",
+      "taxExempt" : false,
+      "productSubscriberStatus" : "NEVER_SUBSCRIBED",
+      "lastOrder" : {
+        "totalPriceSet" : {
+          "shopMoney" : {
+            "amount" : "3065.64",
+            "currencyCode" : "INR"
+          }
+        }
+      },
+      "displayName" : "John Doe",
+      "smsMarketingConsent" : {
+        "marketingOptInLevel" : "SINGLE_OPT_IN",
+        "consentCollectedFrom" : "SHOPIFY",
+        "marketingState" : "NOT_SUBSCRIBED"
+      },
+      "validEmailAddress" : true,
+      "numberOfOrders" : "1",
+      "emailMarketingConsent" : {
+        "marketingOptInLevel" : "SINGLE_OPT_IN",
+        "marketingState" : "SUBSCRIBED",
+        "consentUpdatedAt" : "2024-09-03T09:31:52Z"
+      },
+      "createdAt" : "2024-09-03T09:31:52Z",
+      "legacyResourceId" : "123",
+      "canDelete" : false,
+      "lifetimeDuration" : "22 days",
+      "id" : "gid://shopify/Customer/123",
+      "state" : "DISABLED",
+      "dataSaleOptOut" : false,
+      "amountSpent" : {
+        "amount" : "3065.64",
+        "currencyCode" : "INR"
+      },
+      "updatedAt" : "2024-09-18T12:23:20Z",
+      "defaultAddress" : {
+        "country" : "India",
+        "city" : "Ahmedabad",
+        "countryCodeV2" : "IN"
+      },
+      "verifiedEmail" : true
+    }
+  service: "customer"
+  result:
+    custom:
+      amountSpent:
+        amount: "3065.64"
+        currencyCode: "INR"
+      canDelete: false
+      createdAt: "2024-09-03T09:31:52Z"
+      dataSaleOptOut: false
+      defaultAddress:
+        city: "Ahmedabad"
+        country: "India"
+        countryCodeV2: "IN"
+      emailMarketingConsent:
+        consentUpdatedAt: "2024-09-03T09:31:52Z"
+        marketingOptInLevel: "SINGLE_OPT_IN"
+        marketingState: "SUBSCRIBED"
+      id: "gid://shopify/Customer/123"
+      lastOrder:
+        totalPriceSet:
+          shopMoney:
+            amount: "3065.64"
+            currencyCode: "INR"
+      lifetimeDuration: "22 days"
+      note: "Note"
+      numberOfOrders: "1"
+      productSubscriberStatus: "NEVER_SUBSCRIBED"
+      smsMarketingConsent:
+        consentCollectedFrom: "SHOPIFY"
+        marketingOptInLevel: "SINGLE_OPT_IN"
+        marketingState: "NOT_SUBSCRIBED"
+      state: "DISABLED"
+      taxExempt: false
+      updatedAt: "2024-09-18T12:23:20Z"
+      usr:
+        id: "123"
+        name: "John Doe"
+      validEmailAddress: true
+      verifiedEmail: true
+    message: |-
+      {
+        "note" : "Note",
+        "taxExempt" : false,
+        "productSubscriberStatus" : "NEVER_SUBSCRIBED",
+        "lastOrder" : {
+          "totalPriceSet" : {
+            "shopMoney" : {
+              "amount" : "3065.64",
+              "currencyCode" : "INR"
+            }
+          }
+        },
+        "displayName" : "John Doe",
+        "smsMarketingConsent" : {
+          "marketingOptInLevel" : "SINGLE_OPT_IN",
+          "consentCollectedFrom" : "SHOPIFY",
+          "marketingState" : "NOT_SUBSCRIBED"
+        },
+        "validEmailAddress" : true,
+        "numberOfOrders" : "1",
+        "emailMarketingConsent" : {
+          "marketingOptInLevel" : "SINGLE_OPT_IN",
+          "marketingState" : "SUBSCRIBED",
+          "consentUpdatedAt" : "2024-09-03T09:31:52Z"
+        },
+        "createdAt" : "2024-09-03T09:31:52Z",
+        "legacyResourceId" : "123",
+        "canDelete" : false,
+        "lifetimeDuration" : "22 days",
+        "id" : "gid://shopify/Customer/123",
+        "state" : "DISABLED",
+        "dataSaleOptOut" : false,
+        "amountSpent" : {
+          "amount" : "3065.64",
+          "currencyCode" : "INR"
+        },
+        "updatedAt" : "2024-09-18T12:23:20Z",
+        "defaultAddress" : {
+          "country" : "India",
+          "city" : "Ahmedabad",
+          "countryCodeV2" : "IN"
+        },
+        "verifiedEmail" : true
+      }
+    service: "customer"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1726662200000
+ -
+  sample: |-
+    {
+      "sellingPlanGroupsCount" : {
+        "count" : 0
+      },
+      "isGiftCard" : false,
+      "publishedAt" : "2024-09-25T05:37:35Z",
+      "description" : "zx xvb",
+      "handle" : "black-pama-shoes",
+      "totalInventory" : 0,
+      "tracksInventory" : true,
+      "title" : "Black Pama Shoes",
+      "requiresSellingPlan" : false,
+      "hasOutOfStockVariants" : true,
+      "variantsCount" : {
+        "count" : 1
+      },
+      "priceRangeV2" : {
+        "maxVariantPrice" : {
+          "amount" : "0.0",
+          "currencyCode" : "INR"
+        },
+        "minVariantPrice" : {
+          "amount" : "0.0",
+          "currencyCode" : "INR"
+        }
+      },
+      "createdAt" : "2024-09-25T05:37:35Z",
+      "hasOnlyDefaultVariant" : true,
+      "legacyResourceId" : "7715954491449",
+      "vendor" : "Dummy Vendor",
+      "mediaCount" : {
+        "count" : 0
+      },
+      "onlineStoreUrl" : "https://8856f0-0b.myshopify.com/products/black-pama-shoes",
+      "id" : "gid://shopify/Product/7715954491449",
+      "category" : {
+        "isArchived" : false,
+        "name" : "Apparel & Accessories",
+        "fullName" : "Apparel & Accessories",
+        "id" : "gid://shopify/TaxonomyCategory/aa"
+      },
+      "hasVariantsThatRequiresComponents" : false,
+      "productType" : "",
+      "status" : "ACTIVE",
+      "updatedAt" : "2024-09-25T10:56:37Z"
+    }
+  service: "product"
+  result:
+    custom:
+      category:
+        fullName: "Apparel & Accessories"
+        id: "gid://shopify/TaxonomyCategory/aa"
+        isArchived: false
+        name: "Apparel & Accessories"
+      createdAt: "2024-09-25T05:37:35Z"
+      description: "zx xvb"
+      handle: "black-pama-shoes"
+      hasOnlyDefaultVariant: true
+      hasOutOfStockVariants: true
+      hasVariantsThatRequiresComponents: false
+      id: "gid://shopify/Product/7715954491449"
+      isGiftCard: false
+      legacyResourceId: "7715954491449"
+      mediaCount:
+        count: 0
+      onlineStoreUrl: "https://8856f0-0b.myshopify.com/products/black-pama-shoes"
+      priceRangeV2:
+        maxVariantPrice:
+          amount: "0.0"
+          currencyCode: "INR"
+        minVariantPrice:
+          amount: "0.0"
+          currencyCode: "INR"
+      productType: ""
+      product_status: "ACTIVE"
+      publishedAt: "2024-09-25T05:37:35Z"
+      requiresSellingPlan: false
+      sellingPlanGroupsCount:
+        count: 0
+      status: "info"
+      title: "Black Pama Shoes"
+      totalInventory: 0
+      tracksInventory: true
+      updatedAt: "2024-09-25T10:56:37Z"
+      variantsCount:
+        count: 1
+      vendor: "Dummy Vendor"
+    message: |-
+      {
+        "sellingPlanGroupsCount" : {
+          "count" : 0
+        },
+        "isGiftCard" : false,
+        "publishedAt" : "2024-09-25T05:37:35Z",
+        "description" : "zx xvb",
+        "handle" : "black-pama-shoes",
+        "totalInventory" : 0,
+        "tracksInventory" : true,
+        "title" : "Black Pama Shoes",
+        "requiresSellingPlan" : false,
+        "hasOutOfStockVariants" : true,
+        "variantsCount" : {
+          "count" : 1
+        },
+        "priceRangeV2" : {
+          "maxVariantPrice" : {
+            "amount" : "0.0",
+            "currencyCode" : "INR"
+          },
+          "minVariantPrice" : {
+            "amount" : "0.0",
+            "currencyCode" : "INR"
+          }
+        },
+        "createdAt" : "2024-09-25T05:37:35Z",
+        "hasOnlyDefaultVariant" : true,
+        "legacyResourceId" : "7715954491449",
+        "vendor" : "Dummy Vendor",
+        "mediaCount" : {
+          "count" : 0
+        },
+        "onlineStoreUrl" : "https://8856f0-0b.myshopify.com/products/black-pama-shoes",
+        "id" : "gid://shopify/Product/7715954491449",
+        "category" : {
+          "isArchived" : false,
+          "name" : "Apparel & Accessories",
+          "fullName" : "Apparel & Accessories",
+          "id" : "gid://shopify/TaxonomyCategory/aa"
+        },
+        "hasVariantsThatRequiresComponents" : false,
+        "productType" : "",
+        "status" : "ACTIVE",
+        "updatedAt" : "2024-09-25T10:56:37Z"
+      }
+    service: "product"
+    status: "info"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1727261797000
diff --git a/shopify/assets/monitors/order_cancellation_rate.json b/shopify/assets/monitors/order_cancellation_rate.json
new file mode 100644
index 0000000000000..bbce19a316d3a
--- /dev/null
+++ b/shopify/assets/monitors/order_cancellation_rate.json
@@ -0,0 +1,74 @@
+{
+	"version": 2,
+	"created_at": "2024-10-01",
+	"last_updated_at": "2024-10-01",
+	"title": "Order Cancellation Rate is High",
+	"description": "The order cancellation rate is the percentage of orders that are canceled, compared to the total number of orders placed within a time interval. This monitor tracks the order cancellations to help identify issues, improve the shopping experience, and reduce lost sales.",
+	"definition": {
+		"id": 155142683,
+		"name": "Order Cancellation Rate is High",
+		"type": "log alert",
+		"query": "formula(\"query * 100 / query1\").last(\"4h\") >= 5",
+		"message": "{{#is_warning}}\nThe order cancellation rate has exceeded the defined threshold.   \nCurrent Cancellation Rate: {{value}}%   \nThreshold: {{warn_threshold}}%    \n{{/is_warning}}\n\n{{#is_alert}}\nThe order cancellation rate has exceeded the defined threshold.   \nCurrent Cancellation Rate: {{value}}%   \nThreshold: {{threshold}}%   \n{{/is_alert}}\n\n@abc@example.com",
+		"tags": [
+			"shopify"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 5,
+				"warning": 2
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "resolve",
+			"include_tags": false,
+			"variables": [
+				{
+					"data_source": "logs",
+					"name": "query",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "cardinality",
+						"metric": "@id"
+					},
+					"group_by": [],
+					"search": {
+						"query": "source:shopify service:order @cancelled_at:*"
+					},
+					"storage": "hot"
+				},
+				{
+					"data_source": "logs",
+					"name": "query1",
+					"indexes": [
+						"*"
+					],
+					"compute": {
+						"aggregation": "cardinality",
+						"metric": "@id"
+					},
+					"group_by": [],
+					"search": {
+						"query": "source:shopify service:order"
+					},
+					"storage": "hot"
+				}
+			],
+			"renotify_interval": 0,
+			"escalation_message": "",
+			"notification_preset_name": "hide_query",
+			"new_host_delay": 300,
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:shopify"
+	]
+}
\ No newline at end of file
diff --git a/shopify/assets/monitors/product_inventory_out_of_stock.json b/shopify/assets/monitors/product_inventory_out_of_stock.json
new file mode 100644
index 0000000000000..40aca03d25750
--- /dev/null
+++ b/shopify/assets/monitors/product_inventory_out_of_stock.json
@@ -0,0 +1,39 @@
+{
+	"version": 2,
+	"created_at": "2024-10-01",
+	"last_updated_at": "2024-10-01",
+	"title": "Product Inventory is Out of Stock",
+	"description": "Out-of-stock inventory refers to products that are sold out and unavailable for purchase. This monitor tracks product inventory to help manage stock levels, prevent overselling, and ensure timely restocking.",
+	"definition": {
+		"id": 155142623,
+		"name": "Product Inventory is Out of Stock",
+		"type": "log alert",
+		"query": "logs(\"source:shopify service:product @tracksInventory:true @totalInventory:<=0\").index(\"*\").rollup(\"count\").by(\"@legacyResourceId,@title\").last(\"4h\") > 0",
+		"message": "{{#is_alert}}\nProduct {{@title.name}} (ID: {{@legacyResourceId.name}}) is currently out of stock. Please restock to ensure it's availability.\n{{/is_alert}}\n\n@abc@example.com",
+		"tags": [
+			"shopify"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 0
+			},
+			"enable_logs_sample": false,
+			"notify_audit": false,
+			"on_missing_data": "resolve",
+			"include_tags": false,
+			"new_group_delay": 60,
+			"renotify_interval": 0,
+			"escalation_message": "",
+			"notification_preset_name": "hide_query",
+			"groupby_simple_monitor": false,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:shopify"
+	]
+}
\ No newline at end of file
diff --git a/shopify/assets/service_checks.json b/shopify/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/shopify/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/shopify/assets/shopify_dark_theme.svg b/shopify/assets/shopify_dark_theme.svg
new file mode 100644
index 0000000000000..abc7797f9c2cb
--- /dev/null
+++ b/shopify/assets/shopify_dark_theme.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 304.18 86.73"><path fill="#95bf46" d="M65.34 16.36a.8.8 0 00-.74-.69l-6.32-.12s-5-4.89-5.53-5.39a2.09 2.09 0 00-1.85-.23l-2.53.78a17 17 0 00-1.21-3c-1.79-3.42-4.41-5.23-7.58-5.23h-.66a3.11 3.11 0 00-.29-.33A6.65 6.65 0 0033.36 0c-4.1.12-8.18 3.08-11.48 8.33a32.92 32.92 0 00-4.6 11.93l-8.07 2.5c-2.37.75-2.44.82-2.75 3.06C6.21 27.59 0 75.59 0 75.59l52.05 9L74.61 79s-9.21-62.22-9.27-62.64zm-19.57-4.84l-4 1.25a22.2 22.2 0 00-1.25-7.45c3.07.59 4.59 4.1 5.25 6.2zM39 13.59l-8.69 2.69a20.86 20.86 0 014.39-8.51 8.89 8.89 0 013-2.15 19.37 19.37 0 011.3 7.97zm-5.57-10.8a4.25 4.25 0 012.46.64 12 12 0 00-3.18 2.48 23.87 23.87 0 00-5.39 11.3l-7.14 2.21C21.59 12.86 27.11 3 33.43 2.81z"/><path fill="#5f8e3e" d="M64.6 15.67l-6.32-.12s-5-4.89-5.53-5.39a1.33 1.33 0 00-.7-.32v74.75L74.61 79s-9.21-62.24-9.27-62.66a.8.8 0 00-.74-.67z"/><path fill="#fff" d="M39.55 27.27l-2.62 9.8A15 15 0 0030.54 36c-5.08.33-5.13 3.53-5.08 4.33.27 4.39 11.8 5.34 12.45 15.61.51 8.08-4.28 13.6-11.19 14a16.75 16.75 0 01-12.85-4.3l1.75-7.47s4.6 3.46 8.27 3.23a3.26 3.26 0 003.19-3.4v-.17c-.36-5.72-9.76-5.39-10.35-14.78-.5-7.91 4.69-15.92 16.15-16.64 4.41-.27 6.67.86 6.67.86zm65.62 20.91c-2.62-1.42-4-2.61-4-4.26 0-2.09 1.87-3.43 4.78-3.43a17.18 17.18 0 016.43 1.42l2.43-7.32s-2.2-1.71-8.67-1.71c-9 0-15.24 5.15-15.24 12.4 0 4.11 2.91 7.24 6.8 9.48 3.14 1.8 4.26 3.07 4.26 4.94s-1.57 3.51-4.49 3.51A20.09 20.09 0 0189 61l-2.54 7.32a19.42 19.42 0 0010.16 2.54c9.27 0 15.92-4.56 15.92-12.78.03-4.49-3.34-7.58-7.37-9.9zm36.94-15.39a14 14 0 00-10.9 5.45l-.15-.07 4-20.69h-10.39l-10 52.66H125l3.43-18c1.35-6.8 4.86-11 8.15-11 2.31 0 3.21 1.57 3.21 3.81a23.27 23.27 0 01-.45 4.56l-3.88 20.61h10.31l4-21.29a37.89 37.89 0 00.75-6.72c0-5.81-3.07-9.32-8.41-9.32zm31.72 0c-12.41 0-20.62 11.21-20.62 23.68 0 8 4.93 14.42 14.19 14.42 12.18 0 20.4-10.91 20.4-23.68 0-7.4-4.34-14.42-13.97-14.42zM168.75 63c-3.52 0-5-3-5-6.72 0-5.9 3.06-15.54 8.67-15.54 3.66 0 4.85 3.14 4.85 6.2-.01 6.32-3.07 16.06-8.52 16.06zm45.42-30.21c-7 0-10.91 6.13-10.91 6.13h-.15l.6-5.53h-9.11c-.45 3.73-1.27 9.41-2.1 13.67l-7.17 37.73h10.31l2.84-15.2h.22a12 12 0 006.06 1.34c12.1 0 20-12.4 20-25 .02-6.93-3.05-13.14-10.59-13.14zm-9.86 30.33a6.55 6.55 0 01-4.26-1.49l1.72-9.63c1.19-6.42 4.55-10.68 8.14-10.68 3.14 0 4.11 2.91 4.11 5.68-.02 6.59-3.91 16.12-9.71 16.12zM239.49 18a5.88 5.88 0 00-5.9 5.86V24c0 3.06 1.95 5.15 4.86 5.15h.15a5.82 5.82 0 006.05-5.58v-.42A4.9 4.9 0 00240 18a4.51 4.51 0 00-.51 0zm-14.41 52.15h10.31l7.02-36.54h-10.38l-6.95 36.54zm43.55-36.56h-7.17l.37-1.72c.6-3.51 2.69-6.65 6.13-6.65a10.76 10.76 0 013.28.52l2-8.06a13.54 13.54 0 00-5.6-.9 15.29 15.29 0 00-10.09 3.44c-3.51 3-5.15 7.32-6 11.65l-.3 1.72h-4.78L245 41.36h4.78l-5.48 28.83h10.31l5.5-28.88h7.1zm24.8 0s-6.44 16.24-9.34 25.1H284c-.2-2.85-2.54-25.1-2.54-25.1h-10.89l6.2 33.55a2.13 2.13 0 01-.22 1.71 17.58 17.58 0 01-5.6 6.21 22.85 22.85 0 01-5.84 2.94l2.89 8.73a23.6 23.6 0 0010-5.6c4.71-4.41 9-11.21 13.53-20.47l12.62-27z"/></svg>
\ No newline at end of file
diff --git a/shopify/assets/shopify_white_them.svg b/shopify/assets/shopify_white_them.svg
new file mode 100644
index 0000000000000..55cde5746ce75
--- /dev/null
+++ b/shopify/assets/shopify_white_them.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 304.17 86.71"><path fill="#95bf46" d="M65.32 16.36a.82.82 0 00-.74-.69l-6.32-.12s-5-4.89-5.53-5.39a2.09 2.09 0 00-1.85-.23l-2.53.78a17 17 0 00-1.21-3c-1.79-3.42-4.41-5.23-7.59-5.23h-.65c-.22 0-.19-.23-.29-.33A6.67 6.67 0 0033.33 0c-4.09.12-8.17 3.08-11.48 8.33a33.08 33.08 0 00-4.59 11.93l-8.07 2.5c-2.37.75-2.45.82-2.76 3.06C6.19 27.59 0 75.59 0 75.59l52 9L74.55 79s-9.17-62.22-9.23-62.64zm-19.58-4.84l-4 1.25a22.27 22.27 0 00-1.24-7.45c3.07.59 4.6 4.1 5.24 6.2zM39 13.59l-8.69 2.69a20.56 20.56 0 014.39-8.51 9 9 0 012.95-2.15A19.55 19.55 0 0139 13.59zm-5.58-10.8a4.3 4.3 0 012.47.64 12 12 0 00-3.18 2.48 23.69 23.69 0 00-5.39 11.3l-7.14 2.21C21.57 12.86 27.08 3 33.4 2.81z"/><path fill="#5f8e3e" d="M64.58 15.67l-6.32-.12s-5-4.89-5.53-5.39a1.33 1.33 0 00-.7-.32v74.75L74.58 79s-9.2-62.23-9.26-62.65a.81.81 0 00-.74-.68z"/><path fill="#fff" d="M39.52 27.27l-2.62 9.8A15 15 0 0030.52 36c-5.08.33-5.14 3.53-5.09 4.33.28 4.39 11.81 5.34 12.46 15.61.51 8.08-4.28 13.6-11.19 14a16.77 16.77 0 01-12.86-4.3l1.76-7.47s4.59 3.46 8.27 3.23a3.24 3.24 0 003.18-3.3v-.18c-.36-5.72-9.75-5.39-10.34-14.78-.5-7.91 4.69-15.92 16.15-16.64 4.4-.36 6.66.77 6.66.77z"/><path d="M105.15 48.18c-2.62-1.42-4-2.61-4-4.26 0-2.09 1.86-3.43 4.78-3.43a17.13 17.13 0 016.42 1.42l2.39-7.33s-2.19-1.71-8.66-1.71c-9 0-15.24 5.15-15.24 12.4 0 4.11 2.91 7.24 6.8 9.48 3.13 1.8 4.25 3.07 4.25 4.94s-1.56 3.51-4.48 3.51A20.09 20.09 0 0189 61l-2.54 7.32a19.42 19.42 0 0010.16 2.54c9.26 0 15.91-4.56 15.91-12.78.01-4.49-3.35-7.58-7.38-9.9zm36.9-15.39a14 14 0 00-10.9 5.45l-.15-.07 4-20.69h-10.35l-10 52.66H125l3.44-18c1.35-6.8 4.86-11 8.14-11 2.32 0 3.22 1.57 3.22 3.81a23.27 23.27 0 01-.45 4.56l-3.89 20.61h10.31l4-21.29a38.83 38.83 0 00.74-6.72c-.02-5.81-3.08-9.32-8.46-9.32zm31.75 0c-12.4 0-20.62 11.21-20.62 23.68 0 8 4.93 14.42 14.2 14.42 12.18 0 20.39-10.91 20.39-23.68 0-7.4-4.33-14.42-13.97-14.42zM168.72 63c-3.51 0-5-3-5-6.72 0-5.9 3.06-15.54 8.66-15.54 3.66 0 4.86 3.14 4.86 6.2 0 6.32-3.06 16.06-8.52 16.06zm45.43-30.21c-7 0-10.91 6.13-10.91 6.13h-.15l.6-5.53h-9.12c-.45 3.73-1.27 9.41-2.09 13.67l-7.17 37.73h10.31l2.84-15.2h.22a12 12 0 006 1.34c12.11 0 20-12.4 20-25 .07-6.93-2.99-13.14-10.53-13.14zm-9.87 30.33a6.52 6.52 0 01-4.28-1.53l1.71-9.59c1.2-6.42 4.56-10.68 8.15-10.68C213 41.27 214 44.18 214 47c0 6.59-4 16.12-9.72 16.12zM239.47 18a5.88 5.88 0 00-5.9 5.86V24c0 3.06 1.94 5.15 4.86 5.15h.15a5.83 5.83 0 006-5.6v-.4A4.9 4.9 0 00240 18a4.51 4.51 0 00-.53 0zm-14.42 52.15h10.31l7.03-36.54H232l-6.95 36.54zm43.56-36.56h-7.17l.37-1.72c.6-3.51 2.69-6.65 6.13-6.65a10.76 10.76 0 013.28.52l2-8.06a13.54 13.54 0 00-5.6-.9 15.34 15.34 0 00-10.09 3.44c-3.51 3-5.15 7.32-6 11.65l-.29 1.72h-4.79L245 41.31h4.78l-5.45 28.83h10.31l5.45-28.83h7.1zm24.8 0s-6.44 16.24-9.34 25.1h-.15c-.19-2.85-2.54-25.1-2.54-25.1h-10.83l6.2 33.55a2.13 2.13 0 01-.22 1.71 17.7 17.7 0 01-5.61 6.21A22.34 22.34 0 01265.1 78l2.84 8.74A23.6 23.6 0 00278 81.11c4.71-4.41 9-11.21 13.52-20.47l12.63-27z"/></svg>
\ No newline at end of file
diff --git a/shopify/images/shopify_customer_overview.png b/shopify/images/shopify_customer_overview.png
new file mode 100644
index 0000000000000..26d117353e64b
Binary files /dev/null and b/shopify/images/shopify_customer_overview.png differ
diff --git a/shopify/images/shopify_event_overview.png b/shopify/images/shopify_event_overview.png
new file mode 100644
index 0000000000000..bc597771a9141
Binary files /dev/null and b/shopify/images/shopify_event_overview.png differ
diff --git a/shopify/images/shopify_order_overview.png b/shopify/images/shopify_order_overview.png
new file mode 100644
index 0000000000000..7edf836c115f9
Binary files /dev/null and b/shopify/images/shopify_order_overview.png differ
diff --git a/shopify/images/shopify_product_overview.png b/shopify/images/shopify_product_overview.png
new file mode 100644
index 0000000000000..9cdd3ba4e56f1
Binary files /dev/null and b/shopify/images/shopify_product_overview.png differ
diff --git a/shopify/manifest.json b/shopify/manifest.json
new file mode 100644
index 0000000000000..9043670e922c9
--- /dev/null
+++ b/shopify/manifest.json
@@ -0,0 +1,73 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "81c0f478-e722-454a-83d3-5e3f45e11ca8",
+  "app_id": "shopify",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Shopify Event, Product, Customer and Order logs.",
+    "title": "Shopify",
+    "media": [
+      {
+        "caption": "Shopify - Event Overview",
+        "image_url": "images/shopify_event_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Shopify - Product Overview",
+        "image_url": "images/shopify_product_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Shopify - Customer Overview",
+        "image_url": "images/shopify_customer_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Shopify - Order Overview",
+        "image_url": "images/shopify_order_overview.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Log Collection",
+      "Submitted Data Type::Logs",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 622,
+      "source_type_name": "Shopify",
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Shopify - Event Overview" : "assets/dashboards/shopify_event_overview.json",
+      "Shopify - Product Overview" : "assets/dashboards/shopify_product_overview.json",
+      "Shopify - Customer Overview" : "assets/dashboards/shopify_customer_overview.json",
+      "Shopify - Order Overview" : "assets/dashboards/shopify_order_overview.json"
+    },
+    "monitors" : {
+      "Product Inventory is Out of Stock" : "assets/monitors/product_inventory_out_of_stock.json",
+      "Order Cancellation Rate is High" : "assets/monitors/order_cancellation_rate.json"
+    },
+    "logs": {
+      "source": "shopify"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/sidekiq/CHANGELOG.md b/sidekiq/CHANGELOG.md
index 4e51bf27d94cb..6f0eb4ff9750e 100644
--- a/sidekiq/CHANGELOG.md
+++ b/sidekiq/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.4.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/sidekiq/changelog.d/18207.added b/sidekiq/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/sidekiq/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/sidekiq/changelog.d/18580.removed b/sidekiq/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/sidekiq/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/sidekiq/datadog_checks/sidekiq/__about__.py b/sidekiq/datadog_checks/sidekiq/__about__.py
index 9c6b2fb79e5ac..32b388c31505f 100644
--- a/sidekiq/datadog_checks/sidekiq/__about__.py
+++ b/sidekiq/datadog_checks/sidekiq/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/silk/CHANGELOG.md b/silk/CHANGELOG.md
index 9e5962769225c..28b33834c7b8d 100644
--- a/silk/CHANGELOG.md
+++ b/silk/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/silk/changelog.d/18207.added b/silk/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/silk/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/silk/changelog.d/18580.removed b/silk/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/silk/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/silk/changelog.d/18617.fixed b/silk/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/silk/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/silk/datadog_checks/silk/__about__.py b/silk/datadog_checks/silk/__about__.py
index 0791a0b0a54f2..57773e0f36fbd 100644
--- a/silk/datadog_checks/silk/__about__.py
+++ b/silk/datadog_checks/silk/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/singlestore/CHANGELOG.md b/singlestore/CHANGELOG.md
index 25e5198b2f99e..f971b53bf7f1b 100644
--- a/singlestore/CHANGELOG.md
+++ b/singlestore/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.1 / 2024-06-11 / Agent 7.54.1
 
 ***Fixed***:
diff --git a/singlestore/changelog.d/18207.added b/singlestore/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/singlestore/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/singlestore/changelog.d/18580.removed b/singlestore/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/singlestore/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/singlestore/changelog.d/18617.fixed b/singlestore/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/singlestore/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/singlestore/datadog_checks/singlestore/__about__.py b/singlestore/datadog_checks/singlestore/__about__.py
index 0791a0b0a54f2..57773e0f36fbd 100644
--- a/singlestore/datadog_checks/singlestore/__about__.py
+++ b/singlestore/datadog_checks/singlestore/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/slurm/CHANGELOG.md b/slurm/CHANGELOG.md
new file mode 100644
index 0000000000000..2d15ba2453de4
--- /dev/null
+++ b/slurm/CHANGELOG.md
@@ -0,0 +1,27 @@
+# CHANGELOG - Slurm
+
+<!-- towncrier release notes start -->
+
+## 1.0.3 / 2024-12-06
+
+***Fixed***:
+
+* Add all user query param to the different queries ([#19182](https://github.com/DataDog/integrations-core/pull/19182))
+
+## 1.0.2 / 2024-11-28
+
+***Fixed***:
+
+* Bump base package dependency to get fixed pyyaml. ([#19156](https://github.com/DataDog/integrations-core/pull/19156))
+
+## 1.0.1 / 2024-11-25 / Agent 7.60.0
+
+***Fixed***:
+
+* Fix issue in which the sacct params kept growing with each iteration ([#19117](https://github.com/DataDog/integrations-core/pull/19117))
+
+## 1.0.0 / 2024-11-06
+
+***Added***:
+
+* Initial Release ([#18893](https://github.com/DataDog/integrations-core/pull/18893))
diff --git a/slurm/README.md b/slurm/README.md
new file mode 100644
index 0000000000000..8386d23362604
--- /dev/null
+++ b/slurm/README.md
@@ -0,0 +1,113 @@
+# Agent Check: Slurm
+
+## Overview
+
+This check monitors [Slurm][1] through the Datadog Agent. 
+
+Slurm (Simple Linux Utility for Resource Management) is an open-source workload manager used to schedule and manage jobs on large-scale compute clusters. It allocates resources, monitors job queues, and ensures efficient execution of parallel and batch jobs in high-performance computing environments.
+
+The check gathers metrics from `slurmctld` by executing and parsing the output of several command-line binaries, including [`sinfo`][8], [`squeue`][9], [`sacct`][10], [`sdiag`][11], and [`sshare`][12]. These commands provide detailed information on resource availability, job queues, accounting, diagnostics, and share usage in a Slurm-managed cluster.
+
+## Setup
+
+Follow the instructions below to install and configure this check for an Agent running on a host. Since the Agent requires direct access to the various Slurm binaries, monitoring Slurm in containerized environments is not recommended.
+
+**Note**: This check was tested on Slurm version 21.08.0.
+
+### Installation
+
+The Slurm check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+1. Ensure that the dd-agent user has execute permissions on the relevant command binaries and the necessary permissions to access the directories where these binaries are located.
+
+2. Edit the `slurm.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your Slurm data. See the [sample slurm.d/conf.yaml][3] for all available configuration options.
+
+```yaml
+init_config:
+
+    ## Customize this part if the binaries are not located in the /usr/bin/ directory
+    ## @param slurm_binaries_dir - string - optional - default: /usr/bin/
+    ## The directory in which all the Slurm binaries are located. These are mainly:
+    ## sinfo, sacct, sdiag, sshare and sdiag.
+
+    slurm_binaries_dir: /usr/bin/
+
+instances:
+
+  -
+    ## Configure these parameters to select which data the integration collects.
+    ## @param collect_sinfo_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sinfo command.
+    #
+    collect_sinfo_stats: true
+
+    ## @param collect_sdiag_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sdiag command.
+    #
+    collect_sdiag_stats: true
+
+    ## @param collect_squeue_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the squeue command.
+    #
+    collect_squeue_stats: true
+
+    ## @param collect_sacct_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sacct command.
+    #
+    collect_sacct_stats: true
+
+    ## @param collect_sshare_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sshare command.
+    #
+    collect_sshare_stats: true
+
+    ## @param collect_gpu_stats - boolean - optional - default: false
+    ## Whether or not to collect GPU statistics when Slurm is configured to use GPUs using sinfo.
+    #
+    collect_gpu_stats: true
+
+    ## @param sinfo_collection_level - integer - optional - default: 1
+    ## The level of detail to collect from the sinfo command. The default is 'basic'. Available options are 1, 2 and
+    ## 3. Level 1 collects data only for partitions. Level 2 collects data from individual nodes. Level 3 
+    ## collects data from from individual nodes as well but is more verbose and includes data such as CPU and 
+    ## memory usage as reported from the OS, as well as additional tags.
+    #
+    sinfo_collection_level: 1
+```
+
+3. [Restart the Agent][4].
+
+### Validation
+
+[Run the Agent's status subcommand][5] and look for `slurm` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][6] for a list of metrics provided by this integration.
+
+### Events
+
+The Slurm integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][7].
+
+
+[1]: https://slurm.schedmd.com/overview.html
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://github.com/DataDog/integrations-core/blob/master/slurm/datadog_checks/slurm/data/conf.yaml.example
+[4]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[6]: https://github.com/DataDog/integrations-core/blob/master/slurm/metadata.csv
+[7]: https://docs.datadoghq.com/help/
+[8]: https://slurm.schedmd.com/sinfo.html
+[9]: https://slurm.schedmd.com/squeue.html
+[10]: https://slurm.schedmd.com/sacct.html
+[11]: https://slurm.schedmd.com/sdiag.html
+[12]: https://slurm.schedmd.com/sshare.html
diff --git a/slurm/assets/configuration/spec.yaml b/slurm/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..92ca32b435325
--- /dev/null
+++ b/slurm/assets/configuration/spec.yaml
@@ -0,0 +1,147 @@
+name: Slurm
+files:
+- name: slurm.yaml
+  options:
+  - template: init_config
+    options:
+      - name: slurm_binaries_dir
+        description: |
+          The directory in which all the Slurm binaries are located. These are mainly:
+          sinfo, sacct, sdiag, sshare and sdiag.
+        value:
+          type: string
+          example: /usr/bin/
+      - template: init_config/default
+  - template: instances
+    options:
+    - name: collect_sinfo_stats
+      description: Whether or not to collect statistics from the sinfo command.
+      value:
+        type: boolean
+        example: True
+    - name: collect_sdiag_stats
+      description: Whether or not to collect statistics from the sdiag command.
+      value:
+        type: boolean
+        example: True
+    - name: collect_squeue_stats
+      description: Whether or not to collect statistics from the squeue command.
+      value:
+        type: boolean
+        example: True
+    - name: collect_sacct_stats
+      description: Whether or not to collect statistics from the sacct command.
+      value:
+        type: boolean
+        example: True
+    - name: collect_sshare_stats
+      description: Whether or not to collect statistics from the sshare command.
+      value:
+        type: boolean
+        example: True
+    - name: collect_gpu_stats
+      description: Whether or not to collect GPU statistics when Slurm is configured to use GPUs.
+      value:
+        type: boolean
+        example: False
+    - name: sinfo_collection_level
+      description: |
+        The level of detail to collect from the sinfo command. The default is 'basic'. Available options are 1, 2 and
+        3. Level 1 collects data only for partitions. Level 2 collects data from individual nodes. Level 3 
+        collects data from from individual nodes as well but is more verbose and includes data such as CPU and 
+        memory usage as reported from the OS, as well as additional tags.
+      value:
+        type: integer
+        example: 1
+    - name: sinfo_path
+      description: Full path to the sinfo binary.
+      value:
+        type: string
+        example: /usr/bin/sinfo
+    - name: sacct_path
+      description: Full path to the sacct binary.
+      value:
+        type: string
+        example: /usr/bin/sacct
+    - name: sdiag_path
+      description: Full path to the sdiag binary.
+      value:
+        type: string
+        example: /usr/bin/sdiag
+    - name: sshare_path
+      description: Full path to the sshare binary.
+      value:
+        type: string
+        example: /usr/bin/sshare
+    - name: squeue_path
+      description: Full path to the squeue binary.
+      value:
+        type: string
+        example: /usr/bin/squeue
+    - name: debug_sinfo_stats
+      description: |
+        Whether or not to enable debug logging for the sinfo command. This logs the output of the sinfo command
+        to the Agent log.
+      value:
+        type: boolean
+        example: False
+      hidden: True
+    - name: debug_sdiag_stats
+      description: |
+        Whether or not to enable debug logging for the sdiag command. This logs the output of the sdiag command
+        to the Agent log.
+      value:
+        type: boolean
+        example: False
+      hidden: True
+    - name: debug_squeue_stats
+      description: |
+        Whether or not to enable debug logging for the squeue command. This logs the output of the squeue command
+        to the Agent log.
+      value:
+        type: boolean
+        example: False
+      hidden: True
+    - name: debug_sshare_stats
+      description: |
+        Whether or not to enable debug logging for the sshare command. This logs the output of the sshare command
+        to the Agent log.
+      value:
+        type: boolean
+        example: False
+      hidden: True
+    - name: debug_sacct_stats
+      description: |
+        Whether or not to enable debug logging for the sacct command. This logs the output of the sacct command
+        to the Agent log.
+      value:
+        type: boolean
+        example: False
+      hidden: True
+    - template: instances/default
+      overrides:
+        min_collection_interval.description: |
+          This changes the collection interval of the check. For more information, see:
+          https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+
+          Most Slurm metrics are collected from calling the different binaries. Depending on the size of the Slurm cluster,
+          this can be a very expensive operation. It is recommended to set this to a higher value than the default 15 
+          seconds, but this can be adjusted based on the size of the cluster and the desired granularity of the metrics.
+        min_collection_interval.value.display_default: 60
+        min_collection_interval.value.default: 60
+        min_collection_interval.value.example: 60
+        min_collection_interval.enabled: true
+  - template: logs
+    example:
+    - type: file
+      path: /var/log/slurm/slurmd.log 
+      source: slurm
+      service: slurm
+    - type: file
+      path: /var/log/slurm/slurmdbd.log
+      source: slurm
+      service: slurm
+    - type: file
+      path: /var/log/slurm/slurmctld.log
+      source: slurm
+      service: slurm
\ No newline at end of file
diff --git a/slurm/assets/dashboards/slurm_overview.json b/slurm/assets/dashboards/slurm_overview.json
new file mode 100644
index 0000000000000..e394b8b32875e
--- /dev/null
+++ b/slurm/assets/dashboards/slurm_overview.json
@@ -0,0 +1,3617 @@
+{
+  "title": "Slurm Overview",
+  "description": "This dashboard displays data gathered from various Slurm command-line utilities, offering administrators a centralized, user-friendly interface for monitoring and managing a Slurm-managed cluster. It provides real-time insights into resource availability, job statuses, user allocations, and system diagnostics. By visualizing trends and identifying anomalies in resource usage, job queues, and user shares, the dashboard enables proactive decision-making. This streamlined view helps administrators address potential bottlenecks and optimize cluster performance, ensuring resources are effectively allocated across the high-performance computing environment.\n\n**Further reading:**\n\n- [Datadog Slurm Integration Documentation](https://docs.datadoghq.com/integrations/slurm/)\n- [Slurm Docs](https://slurm.schedmd.com/quickstart.html)",
+  "widgets": [
+    {
+      "id": 2491908675486838,
+      "definition": {
+        "title": "",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 1414912108288008,
+            "definition": {
+              "type": "image",
+              "url": "/static/images/logos/slurm_large.svg",
+              "url_dark_theme": "/static/images/logos/slurm_reversed_large.svg",
+              "sizing": "contain",
+              "margin": "md",
+              "has_background": false,
+              "has_border": false,
+              "vertical_align": "center",
+              "horizontal_align": "center"
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 8299455774320176,
+            "definition": {
+              "type": "note",
+              "content": "This dashboard displays data gathered from various Slurm command-line utilities, offering administrators a centralized, user-friendly interface for monitoring and managing a Slurm-managed cluster. It provides real-time insights into resource availability, job statuses, user allocations, and system diagnostics. By visualizing trends and identifying anomalies in resource usage, job queues, and user shares, the dashboard enables proactive decision-making. This streamlined view helps administrators address potential bottlenecks and optimize cluster performance, ensuring resources are effectively allocated across the high-performance computing environment",
+              "background_color": "transparent",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "top",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 6,
+              "height": 2
+            }
+          },
+          {
+            "id": 2892987503436468,
+            "definition": {
+              "type": "note",
+              "content": "**Further reading:**\n\n- [Datadog Slurm Integration Documentation](https://docs.datadoghq.com/integrations/slurm/)\n- [Slurm Docs](https://slurm.schedmd.com/quickstart.html)",
+              "background_color": "transparent",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "top",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 6,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 9
+      }
+    },
+    {
+      "id": 5234310433526762,
+      "definition": {
+        "title": "Slurm Monitoring Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 3057371097924390,
+            "definition": {
+              "type": "note",
+              "content": "Slurm Overview shows a quick summary of all reporting Slurm instances as well as related monitors and their status.",
+              "background_color": "blue",
+              "font_size": "14",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 1
+            }
+          },
+          {
+            "id": 3063922920608490,
+            "definition": {
+              "title": "Hosts Reporting Partition Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.sinfo.partition.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 5106117518289596,
+            "definition": {
+              "title": "Hosts Reporting Node Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.sinfo.node.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 2,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 5937035560156048,
+            "definition": {
+              "title": "Hosts Reporting Squeue Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.squeue.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 2788918623310076,
+            "definition": {
+              "title": "Hosts Reporting Sacct Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.sacct.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 3441631617508082,
+            "definition": {
+              "title": "Hosts Reporting Sdiag Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.sdiag.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 2,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 7458271297071138,
+            "definition": {
+              "title": "Hosts Reporting Sshare Data",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "aggregator": "last",
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "count:slurm.sshare.enabled{$slurmctld_host}"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 4,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 5935466024454224,
+            "definition": {
+              "title": "Slurm Monitor Summary",
+              "type": "manage_status",
+              "display_format": "countsAndList",
+              "color_preference": "text",
+              "hide_zero_counts": true,
+              "show_status": true,
+              "last_triggered_format": "relative",
+              "query": "tag:(integration:slurm) $slurmctld_host",
+              "sort": "status,asc",
+              "count": 50,
+              "start": 0,
+              "summary_type": "monitors",
+              "show_priority": false,
+              "show_last_triggered": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 5,
+              "width": 6,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 9
+      }
+    },
+    {
+      "id": 4075969519773896,
+      "definition": {
+        "title": "Parition and Node Metrics",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 1144380258482216,
+            "definition": {
+              "type": "note",
+              "content": "Displays information about Slurm partitions and Nodes. Collected from  `sinfo`",
+              "background_color": "blue",
+              "font_size": "16",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 8038485389771898,
+            "definition": {
+              "title": "In Use CPU Stats",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Allocated",
+                      "style": {
+                        "palette": "green"
+                      },
+                      "formula": "query1"
+                    },
+                    {
+                      "alias": "Other",
+                      "style": {
+                        "palette": "purple"
+                      },
+                      "formula": "query3"
+                    },
+                    {
+                      "alias": "Idle",
+                      "style": {
+                        "palette": "orange"
+                      },
+                      "formula": "query2"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.cpu.allocated{$partition_name,$slurmctld_host,$slurm_partition_node_list} by {host,slurm_partition_name,slurm_partition_node_list}.fill(null)"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.cpu.other{$partition_name,$slurmctld_host,$slurm_partition_node_list} by {host,slurm_partition_name,slurm_partition_node_list}.fill(null)"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.cpu.idle{$partition_name,$slurmctld_host,$slurm_partition_node_list} by {host,slurm_partition_name,slurm_partition_node_list}.fill(null)"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 4895063705170368,
+            "definition": {
+              "title": "Partition GPU Stats",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Used",
+                      "style": {
+                        "palette": "green"
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.gpu_used{$partition_name,$slurmctld_host,$slurm_partition_node_list} by {host,slurm_partition_name,slurm_partition_gpu_type}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                },
+                {
+                  "formulas": [
+                    {
+                      "alias": "Total",
+                      "formula": "query4"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query4",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.gpu_total{$partition_name,$slurmctld_host,$slurm_partition_node_list} by {host,slurm_partition_name,slurm_partition_gpu_used_idx,slurm_partition_gpu_type}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "warm",
+                    "order_by": "values",
+                    "line_type": "dashed",
+                    "line_width": "thick"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 6,
+              "y": 1,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 5119366088903576,
+            "definition": {
+              "title": "Slurm Partitions",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": false,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Allocated",
+                      "style": {
+                        "palette": "green"
+                      },
+                      "formula": "query1"
+                    },
+                    {
+                      "style": {
+                        "palette": "orange"
+                      },
+                      "formula": "query2"
+                    },
+                    {
+                      "formula": "query3"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.nodes.count{$partition_name,$slurmctld_host,$slurm_partition_node_list, slurm_partition_state:allocated} by {host,slurm_default_partition,slurm_partition_availability,slurm_partition_available,slurm_partition_cpus_assigned,slurm_partition_memory_assigned,slurm_partition_name,slurm_partition_node_list,slurm_partition_state}.fill(null)"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.nodes.count{$partition_name,$slurmctld_host,$slurm_partition_node_list , !slurm_partition_state:allocated , !slurm_partition_state:down} by {host,slurm_default_partition,slurm_partition_availability,slurm_partition_available,slurm_partition_cpus_assigned,slurm_partition_memory_assigned,slurm_partition_name,slurm_partition_node_list,slurm_partition_state}.fill(null)"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.partition.nodes.count{$partition_name,$slurmctld_host,$slurm_partition_node_list, slurm_partition_state:down} by {host,slurm_default_partition,slurm_partition_availability,slurm_partition_available,slurm_partition_cpus_assigned,slurm_partition_memory_assigned,slurm_partition_name,slurm_partition_node_list,slurm_partition_state}.fill(null)"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "bars"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 5,
+              "width": 12,
+              "height": 2
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+              "height": 1
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+              "title": "Job Durations",
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+              "title_align": "left",
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+              "legend_layout": "auto",
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+                    },
+                    {
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+                      "data_source": "metrics",
+                      "query": "avg:slurm.sacct.job.info{!slurm_job_id_suffix:*,slurm_job_state:failed,$slurmctld_host,$slurm_job_id,$slurm_job_user, slurm_job_account:$slurm_job_user.value} by {host,slurm_job_partition,slurm_job_node_list,slurm_job_name,slurm_job_state,slurm_job_account,slurm_job_cpus,slurm_job_maxvm,slurm_job_exitcode,slurm_job_tres_per_node}.fill(null)"
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+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 32,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 8436064160034512,
+            "definition": {
+              "title": "Last Depth Cycle",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Processed",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.last_depth_cycle{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 4,
+              "y": 32,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1949830880003490,
+            "definition": {
+              "title": "Last Depth Cycle Tried",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Processes Attempted",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.last_depth_try_schedule{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 8,
+              "y": 32,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 3992954114583250,
+            "definition": {
+              "title": "Depth Mean",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Processed (mean)",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.depth_mean{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 34,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 3361623326323968,
+            "definition": {
+              "title": "Depth Mean Tried",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Attempted (mean)",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.depth_mean_try_depth{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 4,
+              "y": 34,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1761583521206024,
+            "definition": {
+              "title": "Last Queue Length",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Pending",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.last_queue_length{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 8,
+              "y": 34,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 4154125624773156,
+            "definition": {
+              "title": "Queue Length Mean",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Jobs Pending (mean)",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.queue_length_mean{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 36,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 3711958980704524,
+            "definition": {
+              "title": "Last Table Size",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Time Slot Tested",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.last_table_size{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 4,
+              "y": 36,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 4219095913302870,
+            "definition": {
+              "title": "Mean Table Size",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "alias": "Time Slot Tested (mean)",
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.sdiag.backfill.mean_table_size{$slurmctld_host} by {host}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 8,
+              "y": 36,
+              "width": 4,
+              "height": 2
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 61,
+        "width": 12,
+        "height": 39
+      }
+    },
+    {
+      "id": 2134671408894208,
+      "definition": {
+        "title": "Share Metrics",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 3068767116744840,
+            "definition": {
+              "type": "note",
+              "content": "Shows information about the shares of associations to a cluster. Collected from `sshare`.",
+              "background_color": "blue",
+              "font_size": "16",
+              "text_align": "center",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 3600945371891180,
+            "definition": {
+              "title": "Share Overview",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_table",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.raw_shares{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query2",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.norm_shares{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query3",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.raw_usage{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query4",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.norm_usage{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query5",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.effective_usage{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query6",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.fair_share{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    },
+                    {
+                      "name": "query7",
+                      "data_source": "metrics",
+                      "query": "avg:slurm.share.level_fs{$slurmctld_host} by {host,slurm_user,slurm_account,slurm_tres_run_mins,slurm_group_tres_mins}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  },
+                  "formulas": [
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "RawShares",
+                      "formula": "query1"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "NormShares",
+                      "formula": "query2"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "RawUsage",
+                      "formula": "query3"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "NormUsage",
+                      "formula": "query4"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "EffectiveUsage",
+                      "formula": "query5"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "FairShare",
+                      "formula": "query6"
+                    },
+                    {
+                      "cell_display_mode": "bar",
+                      "alias": "LevelFS",
+                      "formula": "query7"
+                    }
+                  ]
+                }
+              ],
+              "has_search_bar": "auto"
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 12,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 100,
+        "width": 12,
+        "height": 6
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "slurmctld_host",
+      "prefix": "host",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "partition_name",
+      "prefix": "slurm_partition_name",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "slurm_node_name",
+      "prefix": "slurm_node_name",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "slurm_partition_node_list",
+      "prefix": "slurm_partition_node_list",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "slurm_job_user",
+      "prefix": "slurm_job_user",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "slurm_job_id",
+      "prefix": "slurm_job_id",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
diff --git a/slurm/assets/logs/slurm.yaml b/slurm/assets/logs/slurm.yaml
new file mode 100644
index 0000000000000..5ba1f09ed5c25
--- /dev/null
+++ b/slurm/assets/logs/slurm.yaml
@@ -0,0 +1,48 @@
+id: slurm
+metric_id: slurm
+backend_only: false
+facets:
+pipeline:
+  type: pipeline
+  name: Slurm
+  enabled: true
+  filter:
+    query: source:slurm
+  processors:
+    - type: grok-parser
+      name:  Slurm Parser
+      enabled: true
+      source: message
+      samples:
+        - "[2024-10-22T23:16:26.830] debug:  REQUEST_PERSIST_INIT: CLUSTER:linux VERSION:9472 UID:0 IP:172.22.0.4 CONN:9"
+        - "[2024-10-28T04:52:56.841] debug2: Finish processing RPC: REQUEST_PING"
+        - "[2024-10-28T04:53:03.731] debug2: Processing RPC: REQUEST_SHARE_INFO from UID=0"
+        - "[2024-10-29T04:28:12.937] [63.batch] debug2: _set_limit: RLIMIT_NOFILE : max:1048576 cur:4096 req:1048576"
+      grok:
+        matchRules: |
+          slurm_job \[%{_timestamp}\] \[%{regex("\\d+"):slurm.job_id}.%{regex("\\w+"):slurm.job_name}] %{_level}: %{_msg}
+          slurm_general \[%{_timestamp}\] %{_level}: %{_msg}
+        supportRules: |
+          _timestamp %{date("yyyy-MM-dd'T'HH:mm:ss.SSS"):timestamp}
+          _level %{regex("[A-Za-z]+"):level}%{regex("\\d*"):debug.level}
+          _msg %{data:msg}
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: status-remapper
+      name: Define `level` as the official status of the log
+      enabled: true
+      sources:
+        - level
+    - type: message-remapper
+      name: Define `msg` as the official message of the log
+      enabled: true
+      sources:
+        - msg
\ No newline at end of file
diff --git a/slurm/assets/logs/slurm_tests.yaml b/slurm/assets/logs/slurm_tests.yaml
new file mode 100644
index 0000000000000..9a38ed69665ad
--- /dev/null
+++ b/slurm/assets/logs/slurm_tests.yaml
@@ -0,0 +1,42 @@
+id: "slurm"
+tests:
+ -
+  sample: "[2024-10-22T23:16:26.830] debug:  REQUEST_PERSIST_INIT: CLUSTER:linux VERSION:9472 UID:0 IP:172.22.0.4 CONN:9"
+  result:
+    custom:
+      timestamp: 1729638986830
+      level: "debug"
+    message: " REQUEST_PERSIST_INIT: CLUSTER:linux VERSION:9472 UID:0 IP:172.22.0.4 CONN:9"
+    status: "debug"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1729638986830
+ -
+  sample: "[2024-10-29T04:28:12.937] [63.batch] debug2: _set_limit: RLIMIT_NOFILE : max:1048576 cur:4096 req:1048576"
+  result:
+    custom:
+      level: "debug"
+      timestamp: 1730176092937
+      slurm:
+        job_id: "63"
+        job_name: "batch"
+      debug:
+        level: "2"
+    message: "_set_limit: RLIMIT_NOFILE : max:1048576 cur:4096 req:1048576"
+    status: "debug"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1730176092937
+ -
+  sample: "[2024-10-28T04:52:56.841] debug2: Finish processing RPC: REQUEST_PING"
+  result:
+    custom:
+      debug:
+        level: "2"
+      level: "debug"
+      timestamp: 1730091176841
+    message: "Finish processing RPC: REQUEST_PING"
+    status: "debug"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1730091176841
diff --git a/slurm/assets/monitors/slurm_dbd_agent.json b/slurm/assets/monitors/slurm_dbd_agent.json
new file mode 100644
index 0000000000000..f02ce7f434f30
--- /dev/null
+++ b/slurm/assets/monitors/slurm_dbd_agent.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-11-05",
+    "last_updated_at": "2024-11-05",
+    "title": "Slurm DBD Agent Queue Size",
+    "description": "Slurm queues up the messages intended for the SlurmDBD, or database, and processes them in a separate thread. If the SlurmDBD is down, this number increases. This monitor alerts when the Message size is reported to be more than half the default MaxDBDMsgs setting.",
+    "definition": {
+        "name": "[Slurm] High Number of Messages in DBD Agent Queue",
+        "type": "query alert",
+        "query": "max(last_10m):avg:slurm.sdiag.dbd_agent_queue_size{*} by {host} > 5000",
+        "message": "{{#is_alert}}\n\nHost: {{host.name}}, is reporting a high number of Messages in the DBD Agent Queue in the last 10 minutes.\n\n{{/is_alert}}\n{{#is_recovery}}\n\nHost: {{host.name}}, is no longer reporting a high number of Messages in the DBD Agent Queue.\n\n{{/is_recovery}}",
+        "tags": [
+            "integration:slurm"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 5000
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": true,
+            "new_group_delay": 60,
+            "silenced": {}
+        },
+        "priority": null,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:slurm"
+    ]
+}
\ No newline at end of file
diff --git a/slurm/assets/monitors/slurm_partition.json b/slurm/assets/monitors/slurm_partition.json
new file mode 100644
index 0000000000000..4b1b3325d1f3e
--- /dev/null
+++ b/slurm/assets/monitors/slurm_partition.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-11-05",
+    "last_updated_at": "2024-11-05",
+    "title": "Slurm Partition Down State",
+    "description": "Slurm Partition can be monitored with the sinfo command on a slurmctld. This monitor alerts when a Slurm partition is reported to be in a down state by a slurmctld.",
+    "definition": {
+        "name": "[Slurm] Partition in Down State",
+        "type": "query alert",
+        "query": "min(last_10m):avg:slurm.partition.info{slurm_partition_state:down} by {host,slurm_partition_name}.fill(null) >= 1",
+        "message": "{{#is_alert}}\n\nSlurm Partititon:{{slurm_partition_name.name}} has been reported as down for the last 10 minutes by host:{{host.name}}\n\n{{/is_alert}}\n\n{{#is_recovery}}\n\nSlurm Partititon:{{slurm_partition_name.name}} from host: {{host.name}} is no longer in Down state. \n\n{{/is_recovery}}",
+        "tags": [
+            "integration:slurm"
+        ],
+        "options": {
+            "thresholds": {
+                "critical": 1
+            },
+            "notify_audit": false,
+            "on_missing_data": "resolve",
+            "include_tags": true,
+            "new_group_delay": 60,
+            "silenced": {}
+        },
+        "priority": null,
+        "restriction_policy": {
+            "bindings": []
+        }
+    },
+    "tags": [
+        "integration:slurm"
+    ]
+}
\ No newline at end of file
diff --git a/slurm/assets/saved_views/slurm_overview.json b/slurm/assets/saved_views/slurm_overview.json
new file mode 100644
index 0000000000000..0a38a1616ccdd
--- /dev/null
+++ b/slurm/assets/saved_views/slurm_overview.json
@@ -0,0 +1,14 @@
+{
+    "name": "Slurm Logs Overview",
+    "query": "source:slurm",
+    "visible_facets": [
+        "status",
+        "service",
+        "host"
+    ],
+    "type": "logs",
+    "timerange": {
+        "interval_ms": 3600000
+    },
+    "page": "patterns"
+}
diff --git a/slurm/assets/service_checks.json b/slurm/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/slurm/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/slurm/datadog_checks/__init__.py b/slurm/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/slurm/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/slurm/datadog_checks/slurm/__about__.py b/slurm/datadog_checks/slurm/__about__.py
new file mode 100644
index 0000000000000..bfba3d18c9577
--- /dev/null
+++ b/slurm/datadog_checks/slurm/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.3'
diff --git a/slurm/datadog_checks/slurm/__init__.py b/slurm/datadog_checks/slurm/__init__.py
new file mode 100644
index 0000000000000..b92b8738cec75
--- /dev/null
+++ b/slurm/datadog_checks/slurm/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import SlurmCheck
+
+__all__ = ['__version__', 'SlurmCheck']
diff --git a/slurm/datadog_checks/slurm/check.py b/slurm/datadog_checks/slurm/check.py
new file mode 100644
index 0000000000000..f5f1e0a7b94e0
--- /dev/null
+++ b/slurm/datadog_checks/slurm/check.py
@@ -0,0 +1,460 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import os
+import subprocess
+from datetime import timedelta
+
+from datadog_checks.base import AgentCheck, is_affirmative
+from datadog_checks.base.utils.time import get_timestamp
+
+from .config_models import ConfigMixin
+from .constants import (
+    GPU_PARAMS,
+    NODE_MAP,
+    PARTITION_MAP,
+    SACCT_MAP,
+    SACCT_PARAMS,
+    SDIAG_MAP,
+    SINFO_ADDITIONAL_NODE_PARAMS,
+    SINFO_NODE_PARAMS,
+    SINFO_PARTITION_PARAMS,
+    SINFO_STATE_CODE,
+    SQUEUE_MAP,
+    SQUEUE_PARAMS,
+    SSHARE_MAP,
+    SSHARE_PARAMS,
+)
+
+
+def get_subprocess_output(cmd):
+    try:
+        result = subprocess.run(cmd, capture_output=True, text=True)
+        return result.stdout, result.stderr, result.returncode
+    except Exception as e:
+        return None, f"Error running {cmd}: {e}", 1
+
+
+def parse_duration(time_str):
+    try:
+        hours, minutes, seconds = map(int, time_str.split(':'))
+        duration = timedelta(hours=hours, minutes=minutes, seconds=seconds)
+        return duration.total_seconds()
+    except Exception:
+        return None
+
+
+class SlurmCheck(AgentCheck, ConfigMixin):
+
+    # This will be the prefix of every metric and service check the integration sends
+    __NAMESPACE__ = 'slurm'
+
+    def get_slurm_command(self, cmd_name, params):
+        cmd_path = self.instance.get(f'{cmd_name}_path', os.path.join(self.slurm_binaries_dir, cmd_name))
+        return [cmd_path] + params
+
+    def __init__(self, name, init_config, instances):
+        super(SlurmCheck, self).__init__(name, init_config, instances)
+
+        # What should be collected
+        self.collect_sinfo_stats = is_affirmative(self.instance.get('collect_sinfo_stats', True))
+        self.collect_squeue_stats = is_affirmative(self.instance.get('collect_squeue_stats', True))
+        self.collect_sdiag_stats = is_affirmative(self.instance.get('collect_sdiag_stats', True))
+        self.collect_sshare_stats = is_affirmative(self.instance.get('collect_sshare_stats', True))
+        self.collect_sacct_stats = is_affirmative(self.instance.get('collect_sacct_stats', True))
+
+        # Additional configurations
+        self.gpu_stats = is_affirmative(self.instance.get('collect_gpu_stats', False))
+        self.sinfo_collection_level = self.instance.get('sinfo_collection_level', 1)
+
+        # Binary paths
+        self.slurm_binaries_dir = self.init_config.get('slurm_binaries_dir', '/usr/bin/')
+
+        # CMD compilation
+        if self.collect_sinfo_stats:
+            self.sinfo_partition_cmd = self.get_slurm_command('sinfo', SINFO_PARTITION_PARAMS)
+            self.sinfo_collection_level = self.instance.get('sinfo_collection_level', 1)
+            if self.sinfo_collection_level > 1:
+                self.sinfo_node_cmd = self.get_slurm_command('sinfo', SINFO_NODE_PARAMS)
+                if self.sinfo_collection_level > 2:
+                    self.sinfo_node_cmd[-1] += SINFO_ADDITIONAL_NODE_PARAMS
+                if self.gpu_stats:
+                    self.sinfo_node_cmd[-1] += GPU_PARAMS
+            if self.gpu_stats:
+                self.sinfo_partition_cmd[-1] += GPU_PARAMS
+
+        if self.collect_squeue_stats:
+            self.squeue_cmd = self.get_slurm_command('squeue', SQUEUE_PARAMS)
+
+        if self.collect_sacct_stats:
+            self.sacct_cmd = self.get_slurm_command('sacct', SACCT_PARAMS)
+
+        if self.collect_sdiag_stats:
+            self.sdiag_cmd = self.get_slurm_command('sdiag', [])
+
+        if self.collect_sshare_stats:
+            self.sshare_cmd = self.get_slurm_command('sshare', SSHARE_PARAMS)
+
+        # Metric and Tag configuration
+        self.last_run_time = None
+        self.tags = self.instance.get('tags', [])
+
+        # Debug only. QOL feature for troubleshooting in the future. Allows me to dump specific
+        # debugging logs depending on what the issue is.
+        self.debug_sinfo_stats = is_affirmative(self.instance.get('debug_sinfo_stats', False))
+        self.debug_squeue_stats = is_affirmative(self.instance.get('debug_squeue_stats', False))
+        self.debug_sdiag_stats = is_affirmative(self.instance.get('debug_sdiag_stats', False))
+        self.debug_sshare_stats = is_affirmative(self.instance.get('debug_sshare_stats', False))
+        self.debug_sacct_stats = is_affirmative(self.instance.get('debug_sacct_stats', False))
+
+    def check(self, _):
+        self.collect_metadata()
+
+        commands = []
+
+        if self.collect_sinfo_stats:
+            commands.append(('sinfo', self.sinfo_partition_cmd, self.process_sinfo_partition))
+            if self.sinfo_collection_level > 1:
+                commands.append(('snode', self.sinfo_node_cmd, self.process_sinfo_node))
+
+        if self.collect_squeue_stats:
+            commands.append(('squeue', self.squeue_cmd, self.process_squeue))
+
+        if self.collect_sdiag_stats:
+            commands.append(('sdiag', self.sdiag_cmd, self.process_sdiag))
+
+        if self.collect_sshare_stats:
+            commands.append(('sshare', self.sshare_cmd, self.process_sshare))
+
+        if self.collect_sacct_stats and self.last_run_time is not None:
+            self._update_sacct_params()
+            commands.append(('sacct', self.sacct_cmd, self.process_sacct))
+        elif self.last_run_time is None:
+            # Set timestamp here so we can use it for the next run and collect sacct stats only
+            # between the 2 runs.
+            self.last_run_time = get_timestamp()
+
+        for name, cmd, process_func in commands:
+            self.log.debug("Running %s command: %s", name, cmd)
+            out, err, ret = get_subprocess_output(cmd)
+            if ret != 0:
+                self.log.error("Error running %s: %s", name, err)
+            elif out:
+                self.log.debug("Processing %s output", name)
+                process_func(out)
+            else:
+                self.log.debug("No output from %s", name)
+
+    def process_sinfo_partition(self, output):
+        # normal*|c1|1|up|1000|N/A|1/0/0/1|allocated|1
+        lines = output.strip().split('\n')
+
+        if self.debug_sinfo_stats:
+            self.log.debug("Processing sinfo partition line: %s", lines)
+
+        for line in lines:
+            partition_data = line.split('|')
+
+            tags = []
+            tags.extend(self.tags)
+
+            tags = self._process_tags(partition_data, PARTITION_MAP["tags"], tags)
+
+            if self.gpu_stats:
+                gpu_tags = self._process_sinfo_gpu(partition_data[-2], partition_data[-1], "partition", tags)
+                tags.extend(gpu_tags)
+
+            self._process_metrics(partition_data, PARTITION_MAP, tags)
+
+            self._process_sinfo_cpu_state(partition_data[6], "partition", tags)
+            self.gauge('partition.info', 1, tags)
+
+        self.gauge('sinfo.partition.enabled', 1)
+
+    def process_sinfo_node(self, output):
+        # PARTITION |AVAIL |NODELIST |NODES(A/I/O/T) |MEMORY |CLUSTER |CPU_LOAD |FREE_MEM |TMP_DISK |STATE |REASON |ACTIVE_FEATURES |THREADS |GRES      |GRES_USED  # noqa: E501
+        # normal    |up    |c1       |0/1/0/1        |  1000 |N/A     |    1.84 |    5440 |       0 |idle  |none   |(null)          |      1 |(null)    |(null)     # noqa: E501
+        lines = output.strip().split('\n')
+
+        if self.debug_sinfo_stats:
+            self.log.trace("Processing sinfo node payload: %s", lines)
+
+        for line in lines:
+            node_data = line.split('|')
+
+            tags = []
+            tags.extend(self.tags)
+
+            tags = self._process_tags(node_data, NODE_MAP["tags"], tags)
+
+            if self.sinfo_collection_level > 2:
+                tags = self._process_tags(node_data, NODE_MAP["extended_tags"], tags)
+
+            if self.gpu_stats:
+                gpu_tags = self._process_sinfo_gpu(node_data[-2], node_data[-1], "node", tags)
+                tags.extend(gpu_tags)
+
+            # Submit metrics
+            self._process_metrics(node_data, NODE_MAP, tags)
+            self._process_sinfo_cpu_state(node_data[3], 'node', tags)
+            self.gauge('node.info', 1, tags=tags)
+
+        self.gauge('sinfo.node.enabled', 1)
+
+    def process_squeue(self, output):
+        # JOBID |      USER |      NAME |   STATE |            NODELIST |      CPUS |   NODELIST(REASON) | MIN_MEMORY # noqa: E501
+        #    31 |      root |      wrap | PENDING |                     |         1 |        (Resources) |       500M # noqa: E501
+        lines = output.strip().split('\n')
+
+        if self.debug_squeue_stats:
+            self.log.debug("Processing squeue output: %s", lines)
+
+        for line in lines:
+            job_data = line.split('|')
+
+            tags = []
+            tags.extend(self.tags)
+
+            tags = self._process_tags(job_data, SQUEUE_MAP["tags"], tags)
+
+            self.gauge('squeue.job.info', 1, tags=tags)
+
+        self.gauge('squeue.enabled', 1)
+
+    def process_sacct(self, output):
+        # JobID    |JobName |Partition|Account|AllocCPUS|AllocTRES                       |Elapsed  |CPUTimeRAW|MaxRSS|MaxVMSize|AveCPU|AveRSS |State   |ExitCode|Start               |End     |NodeList    # noqa: E501
+        # 36       |test.py |normal   |root   |1        |billing=1,cpu=1,mem=500M,node=1 |00:00:03 |3         |      |         |      |       |RUNNING |0:0     |2024-09-24T12:00:01 |Unknown |c1          # noqa: E501
+        # 36.batch |batch   |         |root   |1        |cpu=1,mem=500M,node=1           |00:00:03 |3         |      |         |      |       |RUNNING |0:0     |2024-09-24T12:00:01 |Unknown |c1          # noqa: E501
+        lines = output.strip().split('\n')
+
+        if self.debug_sacct_stats:
+            self.log.debug("Processing sacct output: %s", lines)
+
+        for line in lines:
+            job_data = line.split('|')
+            tags = []
+            tags.extend(self.tags)
+
+            # Process the JobID
+            job_id_full = job_data[0].strip()
+            if '.' in job_id_full:
+                job_id, job_id_suffix = job_id_full.split('.', 1)
+                tags.append(f"slurm_job_id:{job_id}")
+                tags.append(f"slurm_job_id_suffix:{job_id_suffix}")
+            else:
+                job_id = job_id_full
+                tags.append(f"slurm_job_id:{job_id}")
+
+            tags = self._process_tags(job_data, SACCT_MAP["tags"], tags)
+
+            # Process job metrics
+            self._process_metrics(job_data, SACCT_MAP, tags)
+
+            duration = parse_duration(job_data[6])
+            if not duration:
+                self.log.debug("Invalid duration for job '%s'. Skipping. Assigning duration as 0.", job_id)
+                duration = 0
+
+            self.gauge('sacct.job.duration', duration, tags=tags)
+            self.gauge('sacct.job.info', 1, tags=tags)
+
+        self.gauge('sacct.enabled', 1)
+
+    def process_sshare(self, output):
+        # Account |User |RawShares |NormShares |RawUsage |NormUsage |EffectvUsage |FairShare |LevelFS  |GrpTRESMins |TRESRunMins                                                     # noqa: E501
+        # root    |root |        1 |           |       0 |          |    0.000000 | 0.000000 |0.000000 |            |cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0  # noqa: E501
+        lines = output.strip().split('\n')
+
+        if self.debug_sshare_stats:
+            self.log.debug("Processing sshare output: %s", lines)
+
+        for line in lines:
+            sshare_data = line.split('|')
+
+            tags = []
+            tags.extend(self.tags)
+
+            tags = self._process_tags(sshare_data, SSHARE_MAP["tags"], tags)
+
+            self._process_metrics(sshare_data, SSHARE_MAP, tags)
+
+        self.gauge('sshare.enabled', 1, tags=tags)
+
+    def process_sdiag(self, output):
+        metrics = {}
+        backfill_section = False
+
+        lines = output.split('\n')
+
+        if self.debug_sdiag_stats:
+            self.log.debug("Processing sdiag output: %s", lines)
+
+        for line in lines:
+            line = line.strip()
+
+            if 'Backfilling stats' in line:
+                backfill_section = True
+                self.log.debug("Switching to backfilling stats section")
+
+            # Some patterns overlap so we need such as Total Cycles. We need to switch between the two maps once
+            # we see the 'Backfilling stats' line.
+            current_map = SDIAG_MAP['backfill_stats'] if backfill_section else SDIAG_MAP['main_stats']
+
+            for metric, pattern in current_map.items():
+                if pattern in line:
+                    try:
+                        metric_value_str = line.split(':')[1].strip()
+                        metric_value = float(metric_value_str) if '.' in metric_value_str else int(metric_value_str)
+                        metrics[metric] = metric_value
+                    except (ValueError, IndexError):
+                        continue
+                    break
+
+        for name, value in metrics.items():
+            self.gauge(f'sdiag.{name}', value, tags=self.tags)
+
+        self.gauge('sdiag.enabled', 1)
+
+    def _update_sacct_params(self):
+        sacct_params = SACCT_PARAMS.copy()
+        if self.last_run_time is not None:
+            now = get_timestamp()
+            delta = now - self.last_run_time
+            start_time_param = f"--starttime=now-{int(delta)}seconds"
+
+            sacct_params = [param for param in sacct_params if not param.startswith('--starttime')]
+            sacct_params.append(start_time_param)
+            self.log.debug("Updating sacct command with new timestamp: %s", start_time_param)
+
+        self.last_run_time = get_timestamp()
+
+        # Update the sacct command with the dynamic SACCT_PARAMS
+        self.sacct_cmd = self.get_slurm_command('sacct', sacct_params)
+
+    def _process_sinfo_cpu_state(self, cpus_state, namespace, tags):
+        # "0/2/0/2"
+        try:
+            allocated, idle, other, total = cpus_state.split('/')
+        except ValueError as e:
+            self.log.debug("Invalid CPU state '%s'. Skipping. Error: %s", cpus_state, e)
+            return
+
+        self.gauge(f'{namespace}.cpu.allocated', allocated, tags)
+        self.gauge(f'{namespace}.cpu.idle', idle, tags)
+        self.gauge(f'{namespace}.cpu.other', other, tags)
+        self.gauge(f'{namespace}.cpu.total', total, tags)
+
+    def _process_sinfo_gpu(self, gres, gres_used, namespace, tags):
+        used_gpu_used_idx = "null"
+        gpu_type = "null"
+        total_gpu = None
+        used_gpu_count = None
+
+        try:
+            # gpu:tesla:4(IDX:0-3) -> ["gpu","tesla","4(IDX","0-3)"]
+            gres_used_parts = gres_used.split(':')
+            # gpu:tesla:4 -> ["gpu","tesla","4"]
+            gres_total_parts = gres.split(':')
+
+            # Ensure gres_used_parts has the correct format for GPU usage
+            if len(gres_used_parts) == 4 and gres_used_parts[0] == "gpu":
+                _, gpu_type, used_gpu_count_part, used_gpu_used_idx_part = gres_used_parts
+                used_gpu_count = int(used_gpu_count_part.split('(')[0])
+                used_gpu_used_idx = used_gpu_used_idx_part.rstrip(')')
+
+            # Ensure gres_total_parts has the correct format for total GPUs
+            if len(gres_total_parts) == 3 and gres_total_parts[0] == "gpu":
+                _, _, total_gpu_part = gres_total_parts
+                total_gpu = int(total_gpu_part)
+        except (ValueError, IndexError) as e:
+            self.log.debug(
+                "Invalid GPU data: gres:'%s', gres_used:'%s'. Skipping GPU metric submission. Error: %s",
+                gres,
+                gres_used,
+                e,
+            )
+
+        gpu_tags = [f"slurm_partition_gpu_type:{gpu_type}", f"slurm_partition_gpu_used_idx:{used_gpu_used_idx}"]
+
+        _tags = tags + gpu_tags
+        if total_gpu is not None:
+            self.gauge(f'{namespace}.gpu_total', total_gpu, _tags)
+        if used_gpu_count is not None:
+            self.gauge(f'{namespace}.gpu_used', used_gpu_count, _tags)
+
+        return gpu_tags
+
+    def _process_tags(self, data, map, tags):
+        for tag_info in map:
+            value = data[tag_info["index"]]
+
+            # Strip parantheses
+            if value.startswith('(') and value.endswith(')'):
+                value = value[1:-1].strip()
+
+            # Replace empty values with 'null'. This makes it distinguishable in the UI that the tag is being
+            # submitted, but the value is empty.
+            if not value:
+                self.log.debug("Empty value for tag '%s'. Assigning 'null'.", tag_info["name"])
+                value = "null"
+
+            if tag_info["name"] == "slurm_partition_name":
+                # Check for asterisk (*) or default partition in the value
+                if '*' in value:
+                    value = value.replace('*', '')  # Remove the asterisk
+                    tags.append('slurm_default_partition:true')
+
+            # https://slurm.schedmd.com/sinfo.html#SECTION_NODE-STATE-CODES
+            if tag_info["name"] in ["slurm_partition_state", "slurm_node_state"]:
+                for key, mapped_value in SINFO_STATE_CODE.items():
+                    if key in value:
+                        value = value.replace(key, '').strip()
+                        tags.append(f'sinfo_state_code:{mapped_value}')
+                        break
+
+            tags.append(f'{tag_info["name"]}:{value}')
+
+        return tags
+
+    def _process_metrics(self, data, metrics_map, tags):
+        for metric_info in metrics_map["metrics"]:
+            metric_value_str = data[metric_info["index"]]
+
+            if metric_value_str.strip() == '':
+                self.log.debug("Empty metric value for '%s'. Skipping.", metric_info["name"])
+                continue
+
+            try:
+                metric_value = float(metric_value_str)
+            except ValueError:
+                self.log.debug("Invalid metric value '%s' for '%s'. Skipping.", metric_value_str, metric_info["name"])
+                continue
+
+            self.gauge(metric_info["name"], metric_value, tags)
+
+    @AgentCheck.metadata_entrypoint
+    def collect_metadata(self):
+        # Leaving this one as a try because the metadata version collection isn't all that important
+        # even if it fails and thus should not stop the check from running.
+        try:
+            # slurm 21.08.6\n
+            out, err, ret = get_subprocess_output([self.sinfo_partition_cmd[0], '--version'])
+            if ret != 0:
+                self.log.error("Error running sinfo --version: %s", err)
+            elif out:
+                self.log.debug("Processing sinfo --version output: %s", out)
+                version_out = out.split(' ')[1].strip()
+                if version_out:
+                    version_parts = version_out.split('.')
+                    version = {
+                        "major": version_parts[0],
+                        "minor": version_parts[1],
+                        "mod": version_parts[2] if len(version_parts) > 2 else "0",
+                    }
+                    raw_version = f'{version["major"]}.{version["minor"]}.{version["mod"]}'
+                    self.set_metadata('version', raw_version, scheme='parts', part_map=version)
+                    self.log.debug('Found slurm version: %s', raw_version)
+            else:
+                self.log.debug("No output from sinfo --version")
+        except Exception as e:
+            self.log.error("Error collecting metadata: %s", e)
diff --git a/slurm/datadog_checks/slurm/config_models/__init__.py b/slurm/datadog_checks/slurm/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/slurm/datadog_checks/slurm/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/slurm/datadog_checks/slurm/config_models/defaults.py b/slurm/datadog_checks/slurm/config_models/defaults.py
new file mode 100644
index 0000000000000..8c86c28905a1e
--- /dev/null
+++ b/slurm/datadog_checks/slurm/config_models/defaults.py
@@ -0,0 +1,92 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def shared_slurm_binaries_dir():
+    return '/usr/bin/'
+
+
+def instance_collect_gpu_stats():
+    return False
+
+
+def instance_collect_sacct_stats():
+    return True
+
+
+def instance_collect_sdiag_stats():
+    return True
+
+
+def instance_collect_sinfo_stats():
+    return True
+
+
+def instance_collect_squeue_stats():
+    return True
+
+
+def instance_collect_sshare_stats():
+    return True
+
+
+def instance_debug_sacct_stats():
+    return False
+
+
+def instance_debug_sdiag_stats():
+    return False
+
+
+def instance_debug_sinfo_stats():
+    return False
+
+
+def instance_debug_squeue_stats():
+    return False
+
+
+def instance_debug_sshare_stats():
+    return False
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_min_collection_interval():
+    return 60
+
+
+def instance_sacct_path():
+    return '/usr/bin/sacct'
+
+
+def instance_sdiag_path():
+    return '/usr/bin/sdiag'
+
+
+def instance_sinfo_collection_level():
+    return 1
+
+
+def instance_sinfo_path():
+    return '/usr/bin/sinfo'
+
+
+def instance_squeue_path():
+    return '/usr/bin/squeue'
+
+
+def instance_sshare_path():
+    return '/usr/bin/sshare'
diff --git a/slurm/datadog_checks/slurm/config_models/instance.py b/slurm/datadog_checks/slurm/config_models/instance.py
new file mode 100644
index 0000000000000..dc78c110f0532
--- /dev/null
+++ b/slurm/datadog_checks/slurm/config_models/instance.py
@@ -0,0 +1,78 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    collect_gpu_stats: Optional[bool] = None
+    collect_sacct_stats: Optional[bool] = None
+    collect_sdiag_stats: Optional[bool] = None
+    collect_sinfo_stats: Optional[bool] = None
+    collect_squeue_stats: Optional[bool] = None
+    collect_sshare_stats: Optional[bool] = None
+    debug_sacct_stats: Optional[bool] = None
+    debug_sdiag_stats: Optional[bool] = None
+    debug_sinfo_stats: Optional[bool] = None
+    debug_squeue_stats: Optional[bool] = None
+    debug_sshare_stats: Optional[bool] = None
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    min_collection_interval: Optional[float] = None
+    sacct_path: Optional[str] = None
+    sdiag_path: Optional[str] = None
+    service: Optional[str] = None
+    sinfo_collection_level: Optional[int] = None
+    sinfo_path: Optional[str] = None
+    squeue_path: Optional[str] = None
+    sshare_path: Optional[str] = None
+    tags: Optional[tuple[str, ...]] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/slurm/datadog_checks/slurm/config_models/shared.py b/slurm/datadog_checks/slurm/config_models/shared.py
new file mode 100644
index 0000000000000..bf4f0a8915bbb
--- /dev/null
+++ b/slurm/datadog_checks/slurm/config_models/shared.py
@@ -0,0 +1,48 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    service: Optional[str] = None
+    slurm_binaries_dir: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'shared_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/slurm/datadog_checks/slurm/config_models/validators.py b/slurm/datadog_checks/slurm/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/slurm/datadog_checks/slurm/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/slurm/datadog_checks/slurm/constants.py b/slurm/datadog_checks/slurm/constants.py
new file mode 100644
index 0000000000000..f16453e7e9ae1
--- /dev/null
+++ b/slurm/datadog_checks/slurm/constants.py
@@ -0,0 +1,158 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+SINFO_PARTITION_PARAMS = [
+    "-ahO",
+    "Partition:|,NodeList:|,CPUs:|,Available:|,Memory:|,Cluster:|,NodeAIOT:|,StateLong:|,Nodes:",
+]
+SINFO_NODE_PARAMS = ["-haNO", "PartitionName:|,Available:|,NodeList:|,NodeAIOT:|,Memory:|,Cluster:"]
+SINFO_ADDITIONAL_NODE_PARAMS = "|,CPUsLoad:|,FreeMem:|,Disk:|,StateLong:|,Reason:|,features_act:|,Threads:"
+GPU_PARAMS = "|,Gres:|,GresUsed:"
+SQUEUE_PARAMS = ["-aho", "%A|%u|%j|%T|%N|%C|%R|%m"]
+SSHARE_PARAMS = ["-alnPU"]
+SACCT_PARAMS = [
+    "-anpo",
+    "JobID,JobName%40,Partition,Account,AllocCPUs,AllocTRES%40,Elapsed,CPUTimeRAW,MaxRSS,MaxVMSize,AveCPU,AveRSS,State,ExitCode,Start,End,NodeList",
+    "--units=M",
+]
+
+PARTITION_MAP = {
+    "tags": [
+        {"name": "slurm_partition_name", "index": 0},
+        {"name": "slurm_partition_node_list", "index": 1},
+        {"name": "slurm_partition_cpus_assigned", "index": 2},
+        {"name": "slurm_partition_availability", "index": 3},
+        {"name": "slurm_partition_memory_assigned", "index": 4},
+        {"name": "slurm_partition_available", "index": 5},
+        {"name": "slurm_partition_state", "index": 7},
+    ],
+    "metrics": [
+        {"name": "partition.nodes.count", "index": 8},
+    ],
+}
+
+NODE_MAP = {
+    "tags": [
+        {"name": "slurm_partition_name", "index": 0},
+        {"name": "slurm_node_availability", "index": 1},
+        {"name": "slurm_node_name", "index": 2},
+        {"name": "slurm_node_memory", "index": 4},
+        {"name": "slurm_node_cluster", "index": 5},
+    ],
+    "extended_tags": [
+        {"name": "slurm_node_state", "index": 9},
+        {"name": "slurm_node_state_reason", "index": 10},
+        {"name": "slurm_node_active_features", "index": 11},
+        {"name": "slurm_node_threads", "index": 12},
+    ],
+    "metrics": [
+        {"name": "node.cpu_load", "index": 6},
+        {"name": "node.free_mem", "index": 7},
+        {"name": "node.tmp_disk", "index": 8},
+    ],
+}
+
+SINFO_STATE_CODE = {
+    "*": "non_responsive",
+    "~": "powered_off",
+    "#": "powering_up_configured",
+    "!": "pending_power_down",
+    "%": "powered_down",
+    "$": "maintenance",
+    "@": "pending_reboot",
+    "^": "reboot_issued",
+    "-": "planned_higher_priority_job",
+}
+
+SQUEUE_MAP = {
+    "tags": [
+        {"name": "slurm_job_id", "index": 0},
+        {"name": "slurm_job_user", "index": 1},
+        {"name": "slurm_job_name", "index": 2},
+        {"name": "slurm_job_state", "index": 3},
+        {"name": "slurm_job_node_list", "index": 4},
+        {"name": "slurm_job_cpus", "index": 5},
+        {"name": "slurm_job_reason", "index": 6},
+        {"name": "slurm_job_tres_per_node", "index": 7},
+    ],
+}
+
+SACCT_MAP = {
+    "tags": [
+        {"name": "slurm_job_name", "index": 1},
+        {"name": "slurm_job_partition", "index": 2},
+        {"name": "slurm_job_account", "index": 3},
+        {"name": "slurm_job_cpus", "index": 4},
+        {"name": "slurm_job_tres_per_node", "index": 5},
+        {"name": "slurm_job_maxvm", "index": 9},
+        {"name": "slurm_job_state", "index": 12},
+        {"name": "slurm_job_exitcode", "index": 13},
+        {"name": "slurm_job_node_list", "index": 16},
+    ],
+    "metrics": [
+        {"name": "sacct.slurm_job_cputime", "index": 7},
+        {"name": "sacct.slurm_job_maxrss", "index": 8},
+        {"name": "sacct.slurm_job_avgcpu", "index": 10},
+        {"name": "sacct.slurm_job_avgrss", "index": 11},
+    ],
+}
+
+SSHARE_MAP = {
+    "tags": [
+        {"name": "slurm_account", "index": 0},
+        {"name": "slurm_user", "index": 1},
+        {"name": "slurm_group_tres_mins", "index": 9},
+        {"name": "slurm_tres_run_mins", "index": 10},
+    ],
+    "metrics": [
+        {"name": "share.raw_shares", "index": 2},
+        {"name": "share.norm_shares", "index": 3},
+        {"name": "share.raw_usage", "index": 4},
+        {"name": "share.norm_usage", "index": 5},
+        {"name": "share.effective_usage", "index": 6},
+        {"name": "share.fair_share", "index": 7},
+        {"name": "share.level_fs", "index": 8},
+    ],
+}
+
+SDIAG_MAP = {
+    'main_stats': {
+        'dbd_agent_queue_size': 'DBD Agent queue size:',
+        'server_thread_count': 'Server thread count:',
+        'agent_queue_size': 'Agent queue size:',
+        'agent_count': 'Agent count:',
+        'agent_thread_count': 'Agent thread count:',
+        'last_queue_length': 'Last queue length:',
+        'jobs_submitted': 'Jobs submitted:',
+        'jobs_started': 'Jobs started:',
+        'jobs_completed': 'Jobs completed:',
+        'jobs_failed': 'Jobs failed:',
+        'jobs_canceled': 'Jobs canceled:',
+        'jobs_pending': 'Jobs pending:',
+        'jobs_running': 'Jobs running:',
+        'last_cycle': 'Last cycle:',
+        'max_cycle': 'Max cycle:',
+        'total_cycles': 'Total cycles:',
+        'mean_depth_cycle': 'Mean depth cycle:',
+        'mean_cycle': 'Mean cycle:',
+        'cycles_per_minute': 'Cycles per minute:',
+    },
+    'backfill_stats': {
+        'backfill.total_jobs_since_start': 'Total backfilled jobs (since last slurm start):',
+        'backfill.total_jobs_since_cycle_start': 'Total backfilled jobs (since last stats cycle start):',
+        'backfill.total_heterogeneous_components': 'Total backfilled heterogeneous job components:',
+        'backfill.total_cycles': 'Total cycles:',
+        'backfill.last_cycle_when': 'Last cycle when:',
+        'backfill.last_cycle': 'Last cycle:',
+        'backfill.max_cycle': 'Max cycle:',
+        'backfill.mean_cycle': 'Mean cycle:',
+        'backfill.last_depth_cycle': 'Last depth cycle:',
+        'backfill.last_depth_try_schedule': 'Last depth cycle (try sched):',
+        'backfill.depth_mean': 'Depth Mean:',
+        'backfill.depth_mean_try_depth': 'Depth Mean (try depth):',
+        'backfill.last_queue_length': 'Last queue length:',
+        'backfill.queue_length_mean': 'Queue length mean:',
+        'backfill.last_table_size': 'Last table size:',
+        'backfill.mean_table_size': 'Mean table size:',
+    },
+}
diff --git a/slurm/datadog_checks/slurm/data/conf.yaml.example b/slurm/datadog_checks/slurm/data/conf.yaml.example
new file mode 100644
index 0000000000000..4dca4deafa818
--- /dev/null
+++ b/slurm/datadog_checks/slurm/data/conf.yaml.example
@@ -0,0 +1,157 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param slurm_binaries_dir - string - optional - default: /usr/bin/
+    ## The directory in which all the Slurm binaries are located. These are mainly:
+    ## sinfo, sacct, sdiag, sshare and sdiag.
+    #
+    # slurm_binaries_dir: /usr/bin/
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+  -
+    ## @param collect_sinfo_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sinfo command.
+    #
+    # collect_sinfo_stats: true
+
+    ## @param collect_sdiag_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sdiag command.
+    #
+    # collect_sdiag_stats: true
+
+    ## @param collect_squeue_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the squeue command.
+    #
+    # collect_squeue_stats: true
+
+    ## @param collect_sacct_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sacct command.
+    #
+    # collect_sacct_stats: true
+
+    ## @param collect_sshare_stats - boolean - optional - default: true
+    ## Whether or not to collect statistics from the sshare command.
+    #
+    # collect_sshare_stats: true
+
+    ## @param collect_gpu_stats - boolean - optional - default: false
+    ## Whether or not to collect GPU statistics when Slurm is configured to use GPUs.
+    #
+    # collect_gpu_stats: false
+
+    ## @param sinfo_collection_level - integer - optional - default: 1
+    ## The level of detail to collect from the sinfo command. The default is 'basic'. Available options are 1, 2 and
+    ## 3. Level 1 collects data only for partitions. Level 2 collects data from individual nodes. Level 3 
+    ## collects data from from individual nodes as well but is more verbose and includes data such as CPU and 
+    ## memory usage as reported from the OS, as well as additional tags.
+    #
+    # sinfo_collection_level: 1
+
+    ## @param sinfo_path - string - optional - default: /usr/bin/sinfo
+    ## Full path to the sinfo binary.
+    #
+    # sinfo_path: /usr/bin/sinfo
+
+    ## @param sacct_path - string - optional - default: /usr/bin/sacct
+    ## Full path to the sacct binary.
+    #
+    # sacct_path: /usr/bin/sacct
+
+    ## @param sdiag_path - string - optional - default: /usr/bin/sdiag
+    ## Full path to the sdiag binary.
+    #
+    # sdiag_path: /usr/bin/sdiag
+
+    ## @param sshare_path - string - optional - default: /usr/bin/sshare
+    ## Full path to the sshare binary.
+    #
+    # sshare_path: /usr/bin/sshare
+
+    ## @param squeue_path - string - optional - default: /usr/bin/squeue
+    ## Full path to the squeue binary.
+    #
+    # squeue_path: /usr/bin/squeue
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 60
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    ##
+    ## Most Slurm metrics are collected from calling the different binaries. Depending on the size of the Slurm cluster,
+    ## this can be a very expensive operation. It is recommended to set this to a higher value than the default 15 
+    ## seconds, but this can be adjusted based on the size of the cluster and the desired granularity of the metrics.
+    #
+    min_collection_interval: 60
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
+
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: file
+#     path: /var/log/slurm/slurmd.log
+#     source: slurm
+#     service: slurm
+#   - type: file
+#     path: /var/log/slurm/slurmdbd.log
+#     source: slurm
+#     service: slurm
+#   - type: file
+#     path: /var/log/slurm/slurmctld.log
+#     source: slurm
+#     service: slurm
diff --git a/slurm/hatch.toml b/slurm/hatch.toml
new file mode 100644
index 0000000000000..87b66d031883f
--- /dev/null
+++ b/slurm/hatch.toml
@@ -0,0 +1,7 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
+
+[envs.default]
+e2e-env = false
diff --git a/slurm/manifest.json b/slurm/manifest.json
new file mode 100644
index 0000000000000..923af7a6b1b65
--- /dev/null
+++ b/slurm/manifest.json
@@ -0,0 +1,67 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "a1e88183-da10-4651-bac8-843bdb640af7",
+  "app_id": "slurm",
+  "display_on_public_website": true,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Monitor Slurm cluster resource usage, job statuses, and system performance.",
+    "title": "Slurm",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Category::Automation",
+      "Category::Metrics",
+      "Category::Log Collection",
+      "Offering::Integration",
+      "Submitted Data Type::Metrics"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 25922615,
+      "source_type_name": "Slurm",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "slurm.",
+        "check": [
+          "slurm.partition.info",
+          "slurm.sacct.job.info",
+          "slurm.sdiag.server_thread_count"
+        ],
+        "metadata_path": "metadata.csv"
+      },
+      "process_signatures": [
+          "slurmctld"
+      ],
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "monitors": {
+      "Slurm Partition Down State": "assets/monitors/slurm_partition.json",
+      "Slurm DBD Agent Queue Size": "assets/monitors/slurm_dbd_agent.json"
+    },
+    "dashboards": {
+      "Slurm Overview": "assets/dashboards/slurm_overview.json"
+    },
+    "saved_views": {
+      "Slurm Logs Overview": "assets/saved_views/slurm_overview.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/slurm/metadata.csv b/slurm/metadata.csv
new file mode 100644
index 0000000000000..d9e3bf0efaf5b
--- /dev/null
+++ b/slurm/metadata.csv
@@ -0,0 +1,73 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+slurm.node.cpu.allocated,gauge,,cpu,,Number of CPUs allocated on the node for job-related tasks.,1,slurm,slurm_node_cpu_alloc,,
+slurm.node.cpu.idle,gauge,,cpu,,Number of idle CPUs on the node.,1,slurm,slurm_node_cpu_idle,,
+slurm.node.cpu.other,gauge,,cpu,,Number of CPUs performing other or non-job-related tasks on the node.,1,slurm,slurm_node_cpu_other,,
+slurm.node.cpu.total,gauge,,cpu,,Total number of CPUs on the node.,1,slurm,slurm_node_cpu_total,,
+slurm.node.cpu_load,gauge,,,,CPU load on the node as reported by the OS.,1,slurm,slurm_node_cpu_load,,
+slurm.node.free_mem,gauge,,megabyte,,Free memory on the node as reported by the OS.,1,slurm,slurm_node_free_mem,,
+slurm.node.gpu_total,gauge,,,,Total number of GPUs on the node.,1,slurm,slurm_node_gpu_total,,
+slurm.node.gpu_used,gauge,,,,Number of GPUs used on the node.,1,slurm,slurm_node_gpu_used,,
+slurm.node.info,gauge,,,,Information about the Slurm node.,1,slurm,slurm_node_info,,
+slurm.node.tmp_disk,gauge,,megabyte,,Temporary disk space on the node as reported by the OS.,1,slurm,slurm_node_tmp_disk,,
+slurm.partition.cpu.allocated,gauge,,cpu,,Number of CPUs allocated on the partition for job-related tasks.,1,slurm,slurm_partition_cpu_alloc,,
+slurm.partition.cpu.idle,gauge,,cpu,,Number of idle CPUs on the partition.,1,slurm,slurm_partition_cpu_idle,,
+slurm.partition.cpu.other,gauge,,cpu,,Number of CPUs performing other or non-job-related tasks on the partition.,1,slurm,slurm_partition_cpu_other,,
+slurm.partition.cpu.total,gauge,,cpu,,Total number of CPUs on the partition.,1,slurm,slurm_partition_cpu_total,,
+slurm.partition.gpu_total,gauge,,,,Total number of GPUs on the partition.,1,slurm,slurm_partition_gpu_total,,
+slurm.partition.gpu_used,gauge,,,,Number of GPUs used on the partition.,1,slurm,slurm_partition_gpu_used,,
+slurm.partition.info,gauge,,,,Information about the Slurm partition.,1,slurm,slurm_partition_info,,
+slurm.partition.nodes.count,gauge,,node,,Number of nodes in the partition.,1,slurm,slurm_partition_nodes_count,,
+slurm.sacct.enabled,gauge,,,,Shows whether we're collecting sacct metrics or not for this host.,1,slurm,slurm_sacct_enabled,,
+slurm.sacct.job.duration,gauge,,second,,Duration of the job in seconds.,1,slurm,slurm_sacct_job_duration,,
+slurm.sacct.job.info,gauge,,,,Information about the Slurm job in sacct.,1,slurm,slurm_sacct_job_info,,
+slurm.sacct.slurm_job_avgcpu,gauge,,second,,Average (system + user) CPU time of all tasks in job.,1,slurm,slurm_sacct_slurm_job_avgcpu,,
+slurm.sacct.slurm_job_avgrss,gauge,,,,Average resident set size of all tasks in job.,1,slurm,slurm_sacct_slurm_job_avgrss,,
+slurm.sacct.slurm_job_cputime,gauge,,second,,Time used (Elapsed time * CPU count) by a job or step in cpu-seconds.,1,slurm,slurm_sacct_slurm_job_cputime,,
+slurm.sacct.slurm_job_maxrss,gauge,,,,Maximum resident set size of all tasks in job.,1,slurm,slurm_sacct_slurm_job_maxrss,,
+slurm.sdiag.agent_count,gauge,,thread,,Number of agent threads.,1,slurm,slurm_sdiag_agent_count,,
+slurm.sdiag.agent_queue_size,gauge,,request,,Number of enqueued outgoing RPC requests in an internal retry list.,1,slurm,slurm_sdiag_agent_queue_size,,
+slurm.sdiag.agent_thread_count,gauge,,thread,,Total count of active threads created by all the agent threads.,1,slurm,slurm_sdiag_agent_thread_count,,
+slurm.sdiag.backfill.depth_mean,gauge,,job,,Mean count of jobs processed during all backfilling scheduling cycles since last reset.,1,slurm,slurm_sdiag_backfill_depth_mean,,
+slurm.sdiag.backfill.depth_mean_try_depth,gauge,,job,,The subset of Depth Mean that the backfill scheduler attempted to schedule.,1,slurm,slurm_sdiag_backfill_depth_mean_try_depth,,
+slurm.sdiag.backfill.last_cycle,gauge,,microsecond,,Time in microseconds of last backfill scheduling cycle.,1,slurm,slurm_sdiag_backfill_last_cycle,,
+slurm.sdiag.backfill.last_depth_cycle,gauge,,job,,Number of processed jobs during last backfilling scheduling cycle.,1,slurm,slurm_sdiag_backfill_last_depth_cycle,,
+slurm.sdiag.backfill.last_depth_try_schedule,gauge,,job,,Number of processed jobs during last backfilling scheduling cycle.,1,slurm,slurm_sdiag_backfill_last_depth_try_schedule,,
+slurm.sdiag.backfill.last_queue_length,gauge,,job,,Number of jobs pending to be processed by backfilling algorithm.,1,slurm,slurm_sdiag_backfill_last_queue_length,,
+slurm.sdiag.backfill.last_table_size,gauge,,,,Number of different time slots tested by the backfill scheduler in its last iteration.,1,slurm,slurm_sdiag_backfill_last_table_size,,
+slurm.sdiag.backfill.max_cycle,gauge,,microsecond,,Time in microseconds of maximum backfill scheduling cycle execution since last reset.,1,slurm,slurm_sdiag_backfill_max_cycle,,
+slurm.sdiag.backfill.mean_cycle,gauge,,microsecond,,Mean time in microseconds of backfilling scheduling cycles since last reset.,1,slurm,slurm_sdiag_backfill_mean_cycle,,
+slurm.sdiag.backfill.mean_table_size,gauge,,,,Mean count of different time slots tested by the backfill scheduler.,1,slurm,slurm_sdiag_backfill_mean_table_size,,
+slurm.sdiag.backfill.queue_length_mean,gauge,,job,,Mean count of jobs pending to be processed by backfilling algorithm.,1,slurm,slurm_sdiag_backfill_queue_length_mean,,
+slurm.sdiag.backfill.total_cycles,gauge,,,,Number of backfill scheduling cycles since last reset.,1,slurm,slurm_sdiag_backfill_total_cycles,,
+slurm.sdiag.backfill.total_heterogeneous_components,gauge,,,,Number of heterogeneous job components started thanks to backfilling since last Slurm start.,1,slurm,slurm_sdiag_backfill_total_heterogeneous_components,,
+slurm.sdiag.backfill.total_jobs_since_cycle_start,gauge,,job,,Total backfilled jobs since last stats cycle restart.,1,slurm,slurm_sdiag_backfill_total_jobs_since_cycle_start,,
+slurm.sdiag.backfill.total_jobs_since_start,gauge,,job,,Total backfilled jobs since last slurm restart.,1,slurm,slurm_sdiag_backfill_total_jobs_since_start,,
+slurm.sdiag.cycles_per_minute,gauge,,,,Scheduling executions per minute.,1,slurm,slurm_sdiag_cycles_per_minute,,
+slurm.sdiag.dbd_agent_queue_size,gauge,,message,,DBD Agent message queue size for SlurmDBD.,1,slurm,slurm_sdiag_dbd_agent_queue_size,,
+slurm.sdiag.enabled,gauge,,,,Shows whether we're collecting sdiag metrics or not for this host.,1,slurm,slurm_sdiag_enabled,,
+slurm.sdiag.jobs_canceled,gauge,,job,,Number of jobs canceled since last reset.,1,slurm,slurm_sdiag_jobs_canceled,,
+slurm.sdiag.jobs_completed,gauge,,job,,Number of jobs completed since last reset.,1,slurm,slurm_sdiag_jobs_completed,,
+slurm.sdiag.jobs_failed,gauge,,job,,Number of jobs failed since last reset.,1,slurm,slurm_sdiag_jobs_failed,,
+slurm.sdiag.jobs_pending,gauge,,job,,Number of jobs pending since last reset.,1,slurm,slurm_sdiag_jobs_pending,,
+slurm.sdiag.jobs_running,gauge,,job,,Number of jobs running since last reset.,1,slurm,slurm_sdiag_jobs_running,,
+slurm.sdiag.jobs_started,gauge,,job,,Number of jobs started since last reset.,1,slurm,slurm_sdiag_jobs_started,,
+slurm.sdiag.jobs_submitted,gauge,,job,,Number of jobs submitted since last reset.,1,slurm,slurm_sdiag_jobs_submitted,,
+slurm.sdiag.last_cycle,gauge,,microsecond,,Time in microseconds for last scheduling cycle.,1,slurm,slurm_sdiag_last_cycle,,
+slurm.sdiag.last_queue_length,gauge,,job,,Length of jobs pending queue.,1,slurm,slurm_sdiag_last_queue_length,,
+slurm.sdiag.max_cycle,gauge,,microsecond,,Maximum time in microseconds for any scheduling cycle since last reset.,1,slurm,slurm_sdiag_max_cycle,,
+slurm.sdiag.mean_cycle,gauge,,microsecond,,Mean time in microseconds for all scheduling cycles since last reset.,1,slurm,slurm_sdiag_mean_cycle,,
+slurm.sdiag.mean_depth_cycle,gauge,,job,,Mean of cycle depth. Depth means number of jobs processed in a scheduling cycle.,1,slurm,slurm_sdiag_mean_depth_cycle,,
+slurm.sdiag.server_thread_count,gauge,,thread,,The number of current active slurmctld threads.,1,slurm,slurm_sdiag_server_thread_count,,
+slurm.sdiag.total_cycles,gauge,,microsecond,,The total run time in microseconds for all scheduling cycles since the last reset.,1,slurm,slurm_sdiag_total_cycles,,
+slurm.share.effective_usage,gauge,,,,The association's usage normalized with its parent.,1,slurm,slurm_share_effective_usage,,
+slurm.share.fair_share,gauge,,,,"The Fair-Share factor, based on a user or account's assigned shares and the effective usage charged to them or their accounts.",1,slurm,slurm_share_fair_share,,
+slurm.share.level_fs,gauge,,,,"This is the association's fairshare value compared to its siblings,calculated as norm_shares / effective_usage.",1,slurm,slurm_share_level_fs,,
+slurm.share.norm_shares,gauge,,,,The shares assigned to the user or account normalized to the total number of assigned shares.,1,slurm,slurm_share_norm_shares,,
+slurm.share.norm_usage,gauge,,,,The Raw Usage normalized to the total number of tres-seconds of all jobs run on the cluster.,1,slurm,slurm_share_norm_usage,,
+slurm.share.raw_shares,gauge,,,,The raw shares assigned to the user or account.,1,slurm,slurm_share_raw_shares,,
+slurm.share.raw_usage,gauge,,,,The number of tres-seconds (cpu-seconds if TRESBillingWeights is not defined) of all the jobs charged to the account or user.,1,slurm,slurm_share_raw_usage,,
+slurm.sinfo.node.enabled,gauge,,,,Shows whether we're collecting node metrics or not for this host.,1,slurm,slurm_sinfo_node_enabled,,
+slurm.sinfo.partition.enabled,gauge,,,,Shows whether we're collecting partition metrics or not for this host.,1,slurm,slurm_sinfo_partition_enabled,,
+slurm.sinfo.squeue.enabled,gauge,,,,Shows whether we're collecting squeue metrics or not for this host.,1,slurm,slurm_sinfo_squeue_enabled,,
+slurm.squeue.job.info,gauge,,,,Information about the Slurm job in squeue.,1,slurm,slurm_squeue_job_info,,
+slurm.sshare.enabled,gauge,,,,Shows whether we're collecting sshare metrics or not for this host.,1,slurm,slurm_sshare_enabled,,
diff --git a/slurm/pyproject.toml b/slurm/pyproject.toml
new file mode 100644
index 0000000000000..d24d3459029ae
--- /dev/null
+++ b/slurm/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-slurm"
+description = "The Slurm check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "slurm",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=33.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/slurm/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/slurm",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/slurm/tests/__init__.py b/slurm/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/slurm/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/slurm/tests/common.py b/slurm/tests/common.py
new file mode 100644
index 0000000000000..9b0273670dff6
--- /dev/null
+++ b/slurm/tests/common.py
@@ -0,0 +1,1216 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import os
+
+from datadog_checks.slurm.constants import (
+    GPU_PARAMS,
+    SINFO_ADDITIONAL_NODE_PARAMS,
+    SINFO_NODE_PARAMS,
+    SINFO_PARTITION_PARAMS,
+)
+
+SLURM_VERSION = '21.08.6'
+DEFAULT_SINFO_PATH = ['/usr/bin/sinfo']
+
+# Testing for params addition in sinfo
+SINFO_1_F = SINFO_PARTITION_PARAMS
+SINFO_2_F = SINFO_NODE_PARAMS
+SINFO_3_F = [SINFO_NODE_PARAMS[0], SINFO_NODE_PARAMS[-1] + SINFO_ADDITIONAL_NODE_PARAMS]
+SINFO_1_T = [SINFO_PARTITION_PARAMS[0], SINFO_PARTITION_PARAMS[-1] + GPU_PARAMS]
+SINFO_2_T = [SINFO_NODE_PARAMS[0], SINFO_NODE_PARAMS[-1] + GPU_PARAMS]
+SINFO_3_T = [SINFO_NODE_PARAMS[0], SINFO_NODE_PARAMS[-1] + (SINFO_ADDITIONAL_NODE_PARAMS + GPU_PARAMS)]
+
+
+def mock_output(filename):
+    fixture_path = os.path.join(os.path.dirname(__file__), 'fixtures', filename)
+    with open(fixture_path, 'r') as f:
+        return f.read().strip()
+
+
+SINFO_MAP = {
+    'metrics': [
+        {
+            'name': 'slurm.sinfo.node.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        # Node metrics
+        # PARTITION  |AVAIL |NODELIST |NODES(A/I/O/T) |MEMORY |CLUSTER |CPU_LOAD |FREE_MEM |TMP_DISK |STATE |REASON |ACTIVE_FEATURES |THREADS |GRES        |GRES_USED    # noqa: E501
+        # normal*    |up    |c1       |0/1/0/1        |  1000 |N/A     |    1.46 |    4076 |       0 |idle  |none   |(null)          |      1 |gpu:tesla:4 |gpu:tesla:3(IDX:0,2-3)   # noqa: E501
+        {
+            'name': 'slurm.node.cpu.allocated',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.idle',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.other',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.total',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu_load',
+            'value': 1.46,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.free_mem',
+            'value': 4076,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.gpu_total',
+            'value': 4,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.gpu_used',
+            'value': 3,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.info',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.tmp_disk',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c1',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+            ],
+        },
+        # PARTITION |AVAIL |NODELIST |NODES(A/I/O/T) |MEMORY |CLUSTER |CPU_LOAD |FREE_MEM |TMP_DISK |STATE  |REASON |ACTIVE_FEATURES |THREADS |GRES        |GRES_USED    # noqa: E501
+        # normal*   |up    |c2       |0/1/0/1        |  1000 |N/A     |    1.46 |    4076 |       0 |idle#  |none   |(null)          |      1 |gpu:tesla:4 |gpu:tesla:4(IDX:0-3) # noqa: E501
+        {
+            'name': 'slurm.node.cpu.allocated',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.idle',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.other',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.total',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu_load',
+            'value': 1.46,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.free_mem',
+            'value': 4076,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.gpu_total',
+            'value': 4,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.gpu_used',
+            'value': 4,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.info',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        {
+            'name': 'slurm.node.tmp_disk',
+            'value': 0,
+            'tags': [
+                'slurm_node_active_features:null',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:N/A',
+                'slurm_node_memory:1000',
+                'slurm_node_name:c2',
+                'slurm_node_state_reason:none',
+                'slurm_node_state:idle',
+                'slurm_node_threads:1',
+                'slurm_partition_name:normal',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0-3',
+                'sinfo_state_code:powering_up_configured',
+                'slurm_default_partition:true',
+            ],
+        },
+        # PARTITION |AVAIL |NODELIST |NODES(A/I/O/T) |MEMORY |CLUSTER |CPU_LOAD |FREE_MEM |TMP_DISK |STATE  |REASON |ACTIVE_FEATURES |THREADS |GRES        |GRES_USED    # noqa: E501
+        # buz       |up    |c3       |1/2/3/4        |  5000 |bar     |    2.46 |    5076 |       5 |idle$  |test   |foo             |      6 |(null)      |(null)   # noqa: E501
+        {
+            'name': 'slurm.node.cpu.allocated',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.idle',
+            'value': 2,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.other',
+            'value': 3,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu.total',
+            'value': 4,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.cpu_load',
+            'value': 2.46,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.free_mem',
+            'value': 5076,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.info',
+            'value': 1,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.node.tmp_disk',
+            'value': 5,
+            'tags': [
+                'slurm_node_active_features:foo',
+                'slurm_node_availability:up',
+                'slurm_node_cluster:bar',
+                'slurm_node_memory:5000',
+                'slurm_node_name:c3',
+                'slurm_node_state_reason:test',
+                'slurm_node_state:idle',
+                'slurm_node_threads:6',
+                'slurm_partition_name:buz',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'sinfo_state_code:maintenance',
+            ],
+        },
+        {
+            'name': 'slurm.sinfo.partition.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        # partition metrics
+        # PARTITION |NODELIST |CPUS |AVAIL |MEMORY |CLUSTER |NODES(A/I/O/T) |STATE        |NODES         |GRES        |GRES_USED    # noqa: E501
+        # normal*   |c[1-2]   |   1 |up    |  1000 |N/A     |0/2/0/2        |idle~        |10            |gpu:tesla:4 |gpu:tesla:3(IDX:0,2-3)    # noqa: E501
+        {
+            'name': 'slurm.partition.cpu.allocated',
+            'value': 0,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.idle',
+            'value': 2,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.other',
+            'value': 0,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.total',
+            'value': 2,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.nodes.count',
+            'value': 10,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.gpu_total',
+            'value': 4,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.gpu_used',
+            'value': 3,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        {
+            'name': 'slurm.partition.info',
+            'value': 1,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:tesla',
+                'slurm_partition_gpu_used_idx:0,2-3',
+                'slurm_default_partition:true',
+                'slurm_partition_memory_assigned:1000',
+                'slurm_partition_name:normal',
+                'slurm_partition_node_list:c[1-2]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:up',
+                'sinfo_state_code:powered_off',
+            ],
+        },
+        # PARTITION |NODELIST |CPUS |AVAIL |MEMORY |CLUSTER |NODES(A/I/O/T) |STATE        |NODES         |GRES         |GRES_USED   # noqa: E501
+        # foo       |c[3-4]   |   1 |down  |  2000 |N/A     |1/2/3/4        |idle*        |11            |(null)       |(null)    # noqa: E501
+        {
+            'name': 'slurm.partition.cpu.allocated',
+            'value': 1,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.idle',
+            'value': 2,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.other',
+            'value': 3,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+        {
+            'name': 'slurm.partition.cpu.total',
+            'value': 4,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+        {
+            'name': 'slurm.partition.nodes.count',
+            'value': 11,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+        {
+            'name': 'slurm.partition.info',
+            'value': 1,
+            'tags': [
+                'slurm_partition_available:N/A',
+                'slurm_partition_cpus_assigned:1',
+                'slurm_partition_gpu_type:null',
+                'slurm_partition_gpu_used_idx:null',
+                'slurm_partition_memory_assigned:2000',
+                'slurm_partition_name:foo',
+                'slurm_partition_node_list:c[3-4]',
+                'slurm_partition_state:idle',
+                'slurm_partition_availability:down',
+                'sinfo_state_code:non_responsive',
+            ],
+        },
+    ]
+}
+
+SQUEUE_MAP = {
+    'metrics': [
+        {
+            'name': 'slurm.squeue.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        # JOBID |USER |NAME    |STATE   |NODELIST |CPUS |NODELIST(REASON) |MIN_MEMORY   # noqa: E501
+        #    42 |root |wrap    |RUNNING |c1       |   1 |c1               |300M        # noqa: E501
+        {
+            'name': 'slurm.squeue.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_cpus:1',
+                'slurm_job_id:42',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_reason:c1',
+                'slurm_job_state:RUNNING',
+                'slurm_job_tres_per_node:300M',
+                'slurm_job_user:root',
+            ],
+        },
+        # JOBID |USER |NAME    |STATE   |NODELIST |CPUS |NODELIST(REASON) |MIN_MEMORY   # noqa: E501
+        #    44 |root |wrap    |RUNNING |c2       |   1 |c2               |400M       # noqa: E501
+        {
+            'name': 'slurm.squeue.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_cpus:1',
+                'slurm_job_id:44',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c2',
+                'slurm_job_reason:c2',
+                'slurm_job_state:RUNNING',
+                'slurm_job_tres_per_node:400M',
+                'slurm_job_user:root',
+            ],
+        },
+        # JOBID |USER |NAME    |STATE   |NODELIST |CPUS |NODELIST(REASON) |MIN_MEMORY   # noqa: E501
+        #    45 |root |test.py |PENDING |         |   1 |(Resources)      |100M      # noqa: E501
+        {
+            'name': 'slurm.squeue.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_cpus:1',
+                'slurm_job_id:45',
+                'slurm_job_name:test.py',
+                'slurm_job_node_list:null',
+                'slurm_job_reason:Resources',
+                'slurm_job_state:PENDING',
+                'slurm_job_tres_per_node:100M',
+                'slurm_job_user:root',
+            ],
+        },
+        # JOBID |USER |NAME    |STATE   |NODELIST |CPUS |NODELIST(REASON) |MIN_MEMORY   # noqa: E501
+        #    46 |root |test.py |PENDING |         |   1 |(Priority)       |200M     # noqa: E501
+        {
+            'name': 'slurm.squeue.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_cpus:1',
+                'slurm_job_id:46',
+                'slurm_job_name:test.py',
+                'slurm_job_node_list:null',
+                'slurm_job_reason:Priority',
+                'slurm_job_state:PENDING',
+                'slurm_job_tres_per_node:200M',
+                'slurm_job_user:root',
+            ],
+        },
+    ]
+}
+
+SACCT_MAP = {
+    'metrics': [
+        {
+            'name': 'slurm.sacct.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        # JobID    |JobName |Partition |Account |AllocCPUS |AllocTRES                       |Elapsed  |CPUTimeRAW |MaxRSS |MaxVMSize |AveCPU |AveRSS |State     |ExitCode |Start               |End                 |NodeList | # noqa: E501
+        # 56       |wrap    |normal    |root    |        1 |billing=1,cpu=1,mem=500M,node=1 |00:12:34 |        10 |    11 |       12 |    13 |    14 |COMPLETED |0:0      |2024-10-20T22:14:25 |2024-10-20T22:14:25 |c1       | # noqa: E501
+        {
+            'name': 'slurm.sacct.job.duration',
+            'value': 754,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_cputime',
+            'value': 10,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_maxrss',
+            'value': 11,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_avgcpu',
+            'value': 13,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_avgrss',
+            'value': 14,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_maxvm:12',
+                'slurm_job_name:wrap',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:normal',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:billing=1,cpu=1,mem=500M,node=1',
+            ],
+        },
+        # JobID    |JobName |Partition |Account |AllocCPUS |AllocTRES                       |Elapsed  |CPUTimeRAW |MaxRSS |MaxVMSize |AveCPU |AveRSS |State     |ExitCode |Start               |End                 |NodeList | # noqa: E501
+        # 56.batch |batch   |          |root    |        1 |cpu=1,mem=500M,node=1           |01:23:45 |        20 |    21 |       22 |    23 |    24 |COMPLETED |0:0      |2024-10-20T22:14:25 |2024-10-20T22:14:25 |c1       | # noqa: E501
+        {
+            'name': 'slurm.sacct.job.duration',
+            'value': 5025,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.job.info',
+            'value': 1,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_cputime',
+            'value': 20,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_maxrss',
+            'value': 21,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_avgcpu',
+            'value': 23,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+        {
+            'name': 'slurm.sacct.slurm_job_avgrss',
+            'value': 24,
+            'tags': [
+                'slurm_job_account:root',
+                'slurm_job_cpus:1',
+                'slurm_job_exitcode:0:0',
+                'slurm_job_id:56',
+                'slurm_job_id_suffix:batch',
+                'slurm_job_maxvm:22',
+                'slurm_job_name:batch',
+                'slurm_job_node_list:c1',
+                'slurm_job_partition:null',
+                'slurm_job_state:COMPLETED',
+                'slurm_job_tres_per_node:cpu=1,mem=500M,node=1',
+            ],
+        },
+    ]
+}
+
+
+SDIAG_MAP = {
+    'metrics': [
+        {
+            'name': 'slurm.sdiag.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        {'name': 'slurm.sdiag.server_thread_count', 'value': 1, 'tags': []},
+        {'name': 'slurm.sdiag.agent_queue_size', 'value': 2, 'tags': []},
+        {'name': 'slurm.sdiag.agent_count', 'value': 3, 'tags': []},
+        {'name': 'slurm.sdiag.agent_thread_count', 'value': 4, 'tags': []},
+        {'name': 'slurm.sdiag.dbd_agent_queue_size', 'value': 5, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_submitted', 'value': 6, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_started', 'value': 7, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_completed', 'value': 8, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_canceled', 'value': 9, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_failed', 'value': 10, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_pending', 'value': 11, 'tags': []},
+        {'name': 'slurm.sdiag.jobs_running', 'value': 12, 'tags': []},
+        {'name': 'slurm.sdiag.last_cycle', 'value': 144, 'tags': []},
+        {'name': 'slurm.sdiag.max_cycle', 'value': 3605, 'tags': []},
+        {'name': 'slurm.sdiag.total_cycles', 'value': 88, 'tags': []},
+        {'name': 'slurm.sdiag.mean_cycle', 'value': 198, 'tags': []},
+        {'name': 'slurm.sdiag.mean_depth_cycle', 'value': 13, 'tags': []},
+        {'name': 'slurm.sdiag.cycles_per_minute', 'value': 14, 'tags': []},
+        {'name': 'slurm.sdiag.last_queue_length', 'value': 15, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.total_jobs_since_start', 'value': 16, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.total_jobs_since_cycle_start', 'value': 17, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.total_heterogeneous_components', 'value': 18, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.total_cycles', 'value': 19, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.last_cycle', 'value': 20, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.max_cycle', 'value': 21, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.last_depth_cycle', 'value': 22, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.last_depth_try_schedule', 'value': 23, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.last_queue_length', 'value': 24, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.last_table_size', 'value': 25, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.mean_cycle', 'value': 2411, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.depth_mean', 'value': 26, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.depth_mean_try_depth', 'value': 27, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.queue_length_mean', 'value': 28, 'tags': []},
+        {'name': 'slurm.sdiag.backfill.mean_table_size', 'value': 29, 'tags': []},
+    ]
+}
+
+SSHARE_MAP = {
+    'metrics': [
+        {
+            'name': 'slurm.sshare.enabled',
+            'value': 1,
+            'tags': [],
+        },
+        # Account |User |RawShares |NormShares |RawUsage |NormUsage |EffectvUsage |FairShare |LevelFS  |GrpTRESMins |TRESRunMins                                                    | # noqa: E501
+        # root    |root |        1 |         2 |       3 |        4 |    5.000000 | 6.000000 |7.000000 |            |cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0 | # noqa: E501
+        {
+            'name': 'slurm.share.raw_shares',
+            'value': 1,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.norm_shares',
+            'value': 2,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.raw_usage',
+            'value': 3,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.norm_usage',
+            'value': 4,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.effective_usage',
+            'value': 5,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.fair_share',
+            'value': 6,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+        {
+            'name': 'slurm.share.level_fs',
+            'value': 7,
+            'tags': [
+                'slurm_account:root',
+                'slurm_group_tres_mins:null',
+                'slurm_tres_run_mins:cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0',
+                'slurm_user:root',
+            ],
+        },
+    ]
+}
diff --git a/slurm/tests/conftest.py b/slurm/tests/conftest.py
new file mode 100644
index 0000000000000..48a612e4cabd4
--- /dev/null
+++ b/slurm/tests/conftest.py
@@ -0,0 +1,23 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import pytest
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    yield
+
+
+@pytest.fixture
+def instance():
+    return {
+        'sinfo_collection_level': 3,
+        'gpu_stats': False,
+        'collect_sinfo_stats': False,
+        'collect_squeue_stats': False,
+        'collect_sdiag_stats': False,
+        'collect_sshare_stats': False,
+        'collect_sacct_stats': False,
+        'collect_gpu_stats': True,
+    }
diff --git a/slurm/tests/fixtures/sacct.txt b/slurm/tests/fixtures/sacct.txt
new file mode 100644
index 0000000000000..49bcbf3ac71f5
--- /dev/null
+++ b/slurm/tests/fixtures/sacct.txt
@@ -0,0 +1,2 @@
+56|wrap|normal|root|1|billing=1,cpu=1,mem=500M,node=1|00:12:34|10|11|12|13|14|COMPLETED|0:0|2024-10-20T22:14:25|2024-10-20T22:14:25|c1|
+56.batch|batch||root|1|cpu=1,mem=500M,node=1|01:23:45|20|21|22|23|24|COMPLETED|0:0|2024-10-20T22:14:25|2024-10-20T22:14:25|c1|
\ No newline at end of file
diff --git a/slurm/tests/fixtures/sdiag.txt b/slurm/tests/fixtures/sdiag.txt
new file mode 100644
index 0000000000000..d703e61641a29
--- /dev/null
+++ b/slurm/tests/fixtures/sdiag.txt
@@ -0,0 +1,61 @@
+*******************************************************
+sdiag output at Tue Sep 17 02:01:26 2024 (1726538486)
+Data since      Tue Sep 17 00:11:10 2024 (1726531870)
+*******************************************************
+Server thread count:  1
+Agent queue size:     2
+Agent count:          3
+Agent thread count:   4
+DBD Agent queue size: 5
+
+Jobs submitted: 6
+Jobs started:   7
+Jobs completed: 8
+Jobs canceled:  9
+Jobs failed:    10
+Job states ts:  Tue Sep 17 02:00:56 2024 (1726538456)
+Jobs pending:   11
+Jobs running:   12
+
+Main schedule statistics (microseconds):
+	Last cycle:   144
+	Max cycle:    3605
+	Total cycles: 88
+	Mean cycle:   198
+	Mean depth cycle:  13
+	Cycles per minute: 14
+	Last queue length: 15
+
+Backfilling stats
+	Total backfilled jobs (since last slurm start): 16
+	Total backfilled jobs (since last stats cycle start): 17
+	Total backfilled heterogeneous job components: 18
+	Total cycles: 19
+	Last cycle when: Fri Sep 13 06:11:52 2024 (1726207912)
+	Last cycle: 20
+	Max cycle:  21
+	Mean cycle: 2411
+	Last depth cycle: 22
+	Last depth cycle (try sched): 23
+	Depth Mean: 26
+	Depth Mean (try depth): 27
+	Last queue length: 24
+	Queue length mean: 28
+	Last table size: 25
+	Mean table size: 29
+
+Latency for 1000 calls to gettimeofday(): 18 microseconds
+
+Remote Procedure Call statistics by message type
+	MESSAGE_NODE_REGISTRATION_STATUS        ( 1002) count:198    ave_time:475    total_time:94145
+	REQUEST_PARTITION_INFO                  ( 2009) count:59     ave_time:273    total_time:16127
+	REQUEST_JOB_INFO                        ( 2003) count:51     ave_time:330    total_time:16833
+	REQUEST_SUBMIT_BATCH_JOB                ( 4003) count:20     ave_time:1421   total_time:28422
+	REQUEST_COMPLETE_BATCH_SCRIPT           ( 5018) count:19     ave_time:1189   total_time:22603
+	REQUEST_NODE_INFO                       ( 2007) count:13     ave_time:434    total_time:5643
+	REQUEST_STATS_INFO                      ( 2035) count:3      ave_time:616    total_time:1850
+Remote Procedure Call statistics by user
+	root            (       0) count:363    ave_time:511    total_time:185623
+
+Pending RPC statistics
+	No pending RPCs
\ No newline at end of file
diff --git a/slurm/tests/fixtures/sinfo.txt b/slurm/tests/fixtures/sinfo.txt
new file mode 100644
index 0000000000000..f660688677225
--- /dev/null
+++ b/slurm/tests/fixtures/sinfo.txt
@@ -0,0 +1,3 @@
+normal*|up|c1|0/1/0/1|1000|N/A|1.46|4076|0|idle|none|(null)|1|gpu:tesla:4|gpu:tesla:3(IDX:0,2-3)
+normal*|up|c2|0/1/0/1|1000|N/A|1.46|4076|0|idle#|none|(null)|1|gpu:tesla:4|gpu:tesla:4(IDX:0-3)
+buz|up|c3|1/2/3/4|5000|bar|2.46|5076|5|idle$|test|foo|6|(null)|(null)
\ No newline at end of file
diff --git a/slurm/tests/fixtures/sinfo_partition.txt b/slurm/tests/fixtures/sinfo_partition.txt
new file mode 100644
index 0000000000000..22f2985154106
--- /dev/null
+++ b/slurm/tests/fixtures/sinfo_partition.txt
@@ -0,0 +1,2 @@
+normal*|c[1-2]|1|up|1000|N/A|0/2/0/2|idle~|10|gpu:tesla:4|gpu:tesla:3(IDX:0,2-3)
+foo|c[3-4]|1|down|2000|N/A|1/2/3/4|idle*|11|(null)|(null)
\ No newline at end of file
diff --git a/slurm/tests/fixtures/sinfo_version.txt b/slurm/tests/fixtures/sinfo_version.txt
new file mode 100644
index 0000000000000..bb3fa52fbabd6
--- /dev/null
+++ b/slurm/tests/fixtures/sinfo_version.txt
@@ -0,0 +1 @@
+slurm 21.08.6
\ No newline at end of file
diff --git a/slurm/tests/fixtures/squeue.txt b/slurm/tests/fixtures/squeue.txt
new file mode 100644
index 0000000000000..84b4e1bf9dbfd
--- /dev/null
+++ b/slurm/tests/fixtures/squeue.txt
@@ -0,0 +1,4 @@
+45|root|test.py|PENDING||1|(Resources)|100M
+46|root|test.py|PENDING||1|(Priority)|200M
+42|root|wrap|RUNNING|c1|1|c1|300M
+44|root|wrap|RUNNING|c2|1|c2|400M
\ No newline at end of file
diff --git a/slurm/tests/fixtures/sshare.txt b/slurm/tests/fixtures/sshare.txt
new file mode 100644
index 0000000000000..46463e721b554
--- /dev/null
+++ b/slurm/tests/fixtures/sshare.txt
@@ -0,0 +1 @@
+root|root|1|2|3|4|5.000000|6.000000|7.000000||cpu=0,mem=0,energy=0,node=0,billing=0,fs/disk=0,vmem=0,pages=0
\ No newline at end of file
diff --git a/slurm/tests/test_unit.py b/slurm/tests/test_unit.py
new file mode 100644
index 0000000000000..5562b4540db63
--- /dev/null
+++ b/slurm/tests/test_unit.py
@@ -0,0 +1,144 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import time
+from unittest.mock import patch
+
+import pytest
+
+from datadog_checks.slurm import SlurmCheck
+from datadog_checks.slurm.constants import SACCT_PARAMS
+
+from .common import (
+    DEFAULT_SINFO_PATH,
+    SACCT_MAP,
+    SDIAG_MAP,
+    SINFO_1_F,
+    SINFO_1_T,
+    SINFO_2_F,
+    SINFO_2_T,
+    SINFO_3_F,
+    SINFO_3_T,
+    SINFO_MAP,
+    SLURM_VERSION,
+    SQUEUE_MAP,
+    SSHARE_MAP,
+    mock_output,
+)
+
+
+@pytest.mark.parametrize(
+    "collection_level, gpu_stats, expected_params",
+    [
+        (1, False, DEFAULT_SINFO_PATH + SINFO_1_F),
+        (2, False, DEFAULT_SINFO_PATH + SINFO_2_F),
+        (3, False, DEFAULT_SINFO_PATH + SINFO_3_F),
+        (1, True, DEFAULT_SINFO_PATH + SINFO_1_T),
+        (2, True, DEFAULT_SINFO_PATH + SINFO_2_T),
+        (3, True, DEFAULT_SINFO_PATH + SINFO_3_T),
+    ],
+)
+def test_sinfo_command_params(collection_level, gpu_stats, expected_params, instance):
+    # Mock the instance configuration
+    instance['collect_sinfo_stats'] = True
+    instance['sinfo_collection_level'] = collection_level
+    instance['collect_gpu_stats'] = gpu_stats
+
+    check = SlurmCheck('slurm', {}, [instance])
+
+    if collection_level > 1:
+        assert check.sinfo_node_cmd == expected_params
+    else:
+        assert check.sinfo_partition_cmd == expected_params
+
+
+def test_acct_command_params(instance):
+    # Mock the instance configuration
+    instance['collect_sacct_stats'] = True
+
+    check = SlurmCheck('slurm', {}, [instance])
+    base_cmd = ['/usr/bin/sacct'] + SACCT_PARAMS
+
+    # Test to ensure that the sacct is being constructed correctly
+    loops = [0, 1, 2]
+    for loop in loops:
+        if loop > 0:
+            time.sleep(loop)
+        check._update_sacct_params()
+        expected_cmd = base_cmd + ([f'--starttime=now-{loop}seconds'] if loop > 0 else [])
+        assert check.sacct_cmd == expected_cmd
+
+
+@pytest.mark.parametrize(
+    "expected_metrics, binary",
+    [
+        (SINFO_MAP, 'sinfo'),
+        (SQUEUE_MAP, 'squeue'),
+        (SACCT_MAP, 'sacct'),
+        (SSHARE_MAP, 'sshare'),
+        (SDIAG_MAP, 'sdiag'),
+    ],
+    ids=['sinfo with full params', 'squeue output', 'sacct output', 'sshare output', 'sdiag output'],
+)
+@patch('datadog_checks.slurm.check.get_subprocess_output')
+def test_slurm_binary_processing(mock_get_subprocess_output, instance, aggregator, expected_metrics, binary):
+    """
+    This test is very strict in the sense, that we're testing the exact values of both tags and metric values
+    for each binary. This is to ensure that the parsing logic is correct and that the metrics are being collected
+    as expected.
+    """
+
+    instance[f'collect_{binary}_stats'] = True
+
+    # Metadata collection happens before the main collection so I'm mocking a failed call for it.
+    mock_output_main = (mock_output(f'{binary}.txt'), "", 0)
+
+    if binary == 'sinfo':
+        # sinfo has 3 subprocess calls. It collects metadata, partition and node data. So I'm mocking all of them.
+        mock_output_metadata = ("", "", 1)
+        mock_output_partition = (mock_output('sinfo_partition.txt'), "", 0)
+        mock_get_subprocess_output.side_effect = [mock_output_metadata, mock_output_partition, mock_output_main]
+    else:
+        mock_get_subprocess_output.side_effect = [mock_output_main]
+
+    check = SlurmCheck('slurm', {}, [instance])
+
+    check.check(None)
+    if binary == 'sacct':
+        # This one doesn't collect anything on the first run. It only collects on the second run.
+        check.check(None)
+
+    for metric in expected_metrics['metrics']:
+        aggregator.assert_metric(name=metric['name'], value=metric['value'], tags=metric['tags'])
+
+    aggregator.assert_all_metrics_covered()
+
+
+@patch('datadog_checks.slurm.check.get_subprocess_output')
+def test_metadata(mock_get_subprocess_out, instance, datadog_agent, dd_run_check):
+    instance['collect_sinfo_stats'] = True
+    instance['sinfo_collection_level'] = 1
+    check = SlurmCheck('slurm', {}, [instance])
+    check.check_id = 'test:123'
+
+    mock_sinfo_output = mock_output('sinfo_version.txt')
+
+    # First return for the metadata, the second one is for the sinfo partition
+    # metric collection. But we don't care about that here.
+    mock_get_subprocess_out.side_effect = [
+        (mock_sinfo_output, "", 0),
+        ("", "", 1),
+    ]
+
+    dd_run_check(check)
+
+    raw_version = SLURM_VERSION
+    major, minor, mod = raw_version.split('.')
+    version_metadata = {
+        'version.scheme': 'slurm',
+        'version.major': major,
+        'version.minor': minor,
+        'version.mod': mod,
+        'version.raw': raw_version,
+    }
+    datadog_agent.assert_metadata('test:123', version_metadata)
diff --git a/snmp/CHANGELOG.md b/snmp/CHANGELOG.md
index 68ceaf2c3bbf5..9c4c2edd8dd7d 100644
--- a/snmp/CHANGELOG.md
+++ b/snmp/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 8.0.0 / 2024-10-01
+## 9.1.0 / 2024-11-28
+
+***Added***:
+
+* [NDMII-3147] update Cisco IP SLA metric tags and description. ([#19079](https://github.com/DataDog/integrations-core/pull/19079))
+
+## 9.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 8.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 7.5.0 / 2024-09-05
 
 ***Added***:
@@ -23,7 +43,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 7.3.1 / 2024-06-05 / Agent 7.55.0
 
diff --git a/snmp/README.md b/snmp/README.md
index 805be6729159b..35ea9f7164bae 100644
--- a/snmp/README.md
+++ b/snmp/README.md
@@ -26,7 +26,7 @@ Additional helpful documentation, links, and articles:
 
 Need help? Contact [Datadog support][4].
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [2]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
 [3]: https://datadoghq.dev/integrations-core/tutorials/snmp/introduction/
 [4]: https://docs.datadoghq.com/help/
diff --git a/snmp/assets/dashboards/interface_performance.json b/snmp/assets/dashboards/interface_performance.json
index e7228088ae2b8..138f85b5a2d5a 100644
--- a/snmp/assets/dashboards/interface_performance.json
+++ b/snmp/assets/dashboards/interface_performance.json
@@ -587,9 +587,9 @@
                   "cell_display_mode": ["bar"],
                   "conditional_formats": [
                     {
-                      "comparator": ">",
-                      "palette": "white_on_yellow",
-                      "value": 2
+                      "comparator": "<=",
+                      "palette": "white_on_green",
+                      "value": 1
                     },
                     {
                       "comparator": "<=",
@@ -598,8 +598,8 @@
                     },
                     {
                       "comparator": "<=",
-                      "palette": "white_on_green",
-                      "value": 1
+                      "palette": "white_on_yellow",
+                      "value": 3
                     }
                   ],
                   "q": "avg:snmp.ifAdminStatus{$snmp_host,$interface,$snmp_device} by {snmp_device,snmp_host,interface}",
diff --git a/snmp/assets/service_checks.json b/snmp/assets/service_checks.json
index 7611d3f115ed1..9a6b400cfbced 100644
--- a/snmp/assets/service_checks.json
+++ b/snmp/assets/service_checks.json
@@ -13,6 +13,6 @@
             "snmp_device"
         ],
         "name": "Can check",
-        "description": "Returns `CRITICAL` if the Agent check is unable to collect metrics from SNMP, and `WARNING` if it partially works but metrics configuration is incorrect. Returns `OK` otherwise."
+        "description": "Returns `CRITICAL` if the Agent check is unable to collect SNMP metrics from the SNMP Agent, and `WARNING` if it partially works but metrics configuration is incorrect. Returns `OK` otherwise."
     }
 ]
diff --git a/snmp/changelog.d/18207.added b/snmp/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/snmp/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/snmp/changelog.d/18580.removed b/snmp/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/snmp/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/snmp/changelog.d/18617.fixed b/snmp/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/snmp/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/snmp/datadog_checks/snmp/__about__.py b/snmp/datadog_checks/snmp/__about__.py
index 9025559f4a9cf..29b2032fbf67a 100644
--- a/snmp/datadog_checks/snmp/__about__.py
+++ b/snmp/datadog_checks/snmp/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '8.0.0'
+__version__ = '9.1.0'
diff --git a/snmp/datadog_checks/snmp/data/default_profiles/_cisco-generic.yaml b/snmp/datadog_checks/snmp/data/default_profiles/_cisco-generic.yaml
index 52f0dbf0f44c3..8f79e1c2f0469 100644
--- a/snmp/datadog_checks/snmp/data/default_profiles/_cisco-generic.yaml
+++ b/snmp/datadog_checks/snmp/data/default_profiles/_cisco-generic.yaml
@@ -445,6 +445,41 @@ metrics:
           26: fabric_path_echo
       - index: 1
         tag: rtt_index
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.2.1.6
+          name: rttMonEchoAdminSourceAddress
+          format: ip_address
+        table: rttMonEchoAdminTable
+        tag: rtt_source_address
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.2.1.2
+          name: rttMonEchoAdminTargetAddress
+          format: ip_address
+        table: rttMonEchoAdminTable
+        tag: rtt_target_address
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.10.1.2
+          name: rttMonLatestRttOperSense
+        table: rttMonLatestRttOperTable
+        tag: rtt_sense
+        mapping:
+          0: other
+          1: ok
+          2: disconnected
+          3: over_threshold
+          4: timeout
+          5: busy
+          6: not_connected
+          7: dropped
+          8: sequence_error
+          9: verify_error
+          10: application_specific
+          11: dns_server_timeout
+          12: tcp_connect_timeout
+          13: http_transaction_timeout
+          14: dns_query_error
+          15: http_error
+          16: error
 
   - MIB: CISCO-RTTMON-MIB
     table:
@@ -500,3 +535,24 @@ metrics:
           26: fabric_path_echo
       - index: 1
         tag: rtt_index
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.2.1.6
+          name: rttMonEchoAdminSourceAddress
+          format: ip_address
+        table: rttMonEchoAdminTable
+        tag: rtt_source_address
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.2.1.2
+          name: rttMonEchoAdminTargetAddress
+          format: ip_address
+        table: rttMonEchoAdminTable
+        tag: rtt_target_address
+      - symbol:
+          OID: 1.3.6.1.4.1.9.9.42.1.2.9.1.6
+          name: rttMonCtrlOperTimeoutOccurred
+        name: rttMonCtrlOperTable
+        tag: rtt_timeout
+        mapping:
+          1: true
+          2: false
+
diff --git a/snmp/datadog_checks/snmp/data/default_profiles/citrix-netscaler-sdx.yaml b/snmp/datadog_checks/snmp/data/default_profiles/citrix-netscaler-sdx.yaml
index 6ad6d08b851d6..3c07be1426600 100644
--- a/snmp/datadog_checks/snmp/data/default_profiles/citrix-netscaler-sdx.yaml
+++ b/snmp/datadog_checks/snmp/data/default_profiles/citrix-netscaler-sdx.yaml
@@ -302,7 +302,8 @@ metric_tags:
       25: l2vpn
   - OID: 1.3.6.1.4.1.5951.6.2.5.0
     symbol: systemSvmIPAddress
-    format: ip_address
+    # TODO update this to the modern syntax that supports format
+    # format: ip_address
     tag: netscaler_sdx_system_svm_ip_address
   - OID: 1.3.6.1.4.1.5951.6.2.6.0
     symbol: systemXenIPAddressType
@@ -317,7 +318,7 @@ metric_tags:
       25: l2vpn
   - OID: 1.3.6.1.4.1.5951.6.2.7.0
     symbol: systemXenIPAddress
-    format: ip_address
+    # format: ip_address
     tag: netscaler_sdx_system_xen_ip_address
   - OID: 1.3.6.1.4.1.5951.6.2.8.0
     symbol: systemNetmaskType
@@ -332,7 +333,7 @@ metric_tags:
       25: l2vpn
   - OID: 1.3.6.1.4.1.5951.6.2.9.0
     symbol: systemNetmask
-    format: ip_address
+    # format: ip_address
     tag: netscaler_sdx_system_netmask
   - OID: 1.3.6.1.4.1.5951.6.2.10.0
     symbol: systemGatewayType
@@ -347,7 +348,7 @@ metric_tags:
       25: l2vpn
   - OID: 1.3.6.1.4.1.5951.6.2.11.0
     symbol: systemGateway
-    format: ip_address
+    # format: ip_address
     tag: netscaler_sdx_system_gateway
   - OID: 1.3.6.1.4.1.5951.6.2.12.0
     symbol: systemNetworkInterface
diff --git a/snmp/metadata.csv b/snmp/metadata.csv
index 3858c746ef8d2..1931558493c59 100644
--- a/snmp/metadata.csv
+++ b/snmp/metadata.csv
@@ -988,35 +988,35 @@ snmp.ibm.imm.systemHealthSummary,gauge,,,,"[IMM-MIB] Table of System Health summ
 snmp.ibm.imm.systemMemoryVpd,gauge,,,,"[IMM-MIB] Table of the system Memory VPD information. View as a table and not as individual entries for consistent results. (Make 'sum by {X}' queries to count elements with the tag X.)",0,snmp,,
 snmp.ibm.imm.tempReading,gauge,,,,"[IMM-MIB] The measured temperature.",0,snmp,,
 snmp.ibm.imm.voltReading,gauge,,,,"[IMM-MIB] The measured voltage.",0,snmp,,
-snmp.ifAdminStatus,gauge,,,,[Generic router] [F5 BIG-IP] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The desired state of the interface.,0,snmp,,
+snmp.ifAdminStatus,gauge,,,,[Generic router] [F5 BIG-IP] The desired state of the interface.,0,snmp,,
 snmp.ifBandwidthInUsage.rate,gauge,,percent,,"[Generic router] The percent rate of used received bandwidth.",0,snmp,,
 snmp.ifBandwidthOutUsage.rate,gauge,,percent,,"[Generic router] The percent rate of used sent bandwidth.",0,snmp,,
-snmp.ifHCInBroadcastPkts,count,,packet,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of packets delivered by this sub-layer to a higher (sub-)layer that were addressed to a broadcast address at this sub-layer.,0,snmp,,
-snmp.ifHCInMulticastPkts,count,,packet,,[Generic router] [F5 BIG-IP] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of packets delivered by this sub-layer to a higher (sub-)layer which were addressed to a multicast address at this sub-layer.,0,snmp,,
-snmp.ifHCInOctets,count,,byte,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The total number of octets received on the interface including framing characters.,0,snmp,,
-snmp.ifHCInOctets.rate,gauge,,byte,second,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The total number of octets received on the interface including framing characters.,0,snmp,,
-snmp.ifHCInUcastPkts,count,,packet,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of packets delivered by this sub-layer to a higher (sub-)layer that were not addressed to a multicast or broadcast address at this sub-layer.,0,snmp,,
-snmp.ifHCOutBroadcastPkts,count,,packet,,"[Generic router] [Cisco c3850]  [Cisco Nexus] [Cisco ASA 5525] The total number of packets that higher-level protocols requested be transmitted that were addressed to a broadcast address at this sub-layer, including those that were discarded or not sent.",0,snmp,,
-snmp.ifHCOutMulticastPkts,count,,packet,,[Generic router] [Cisco c3850]  [Cisco Nexus] [Cisco ASA 5525] The total number of packets that higher-level protocols requested be transmitted that were addressed to a multicast address at this sub-layer including those that were discarded or not sent.,0,snmp,,
-snmp.ifHCOutOctets,count,,byte,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The total number of octets transmitted out of the interface including framing characters.,0,snmp,,
-snmp.ifHCOutOctets.rate,gauge,,byte,second,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The total number of octets transmitted out of the interface including framing characters.,0,snmp,,
-snmp.ifHCOutUcastPkts,count,,packet,,[Generic router] [Cisco c3850]  [Cisco Nexus] [Cisco ASA 5525] The total number of packets higher-level protocols requested be transmitted that were not addressed to a multicast or broadcast address at this sub-layer including those that were discarded or not sent.,0,snmp,,
+snmp.ifHCInBroadcastPkts,count,,packet,,[Generic router] The number of packets delivered by this sub-layer to a higher (sub-)layer that were addressed to a broadcast address at this sub-layer.,0,snmp,,
+snmp.ifHCInMulticastPkts,count,,packet,,[Generic router] [F5 BIG-IP] The number of packets delivered by this sub-layer to a higher (sub-)layer which were addressed to a multicast address at this sub-layer.,0,snmp,,
+snmp.ifHCInOctets,count,,byte,,[Generic router] The total number of octets received on the interface including framing characters.,0,snmp,,
+snmp.ifHCInOctets.rate,gauge,,byte_in_bits_family,second,[Generic router] The inbound data rate on the interface including framing characters.,0,snmp,,
+snmp.ifHCInUcastPkts,count,,packet,,[Generic router] The number of packets delivered by this sub-layer to a higher (sub-)layer that were not addressed to a multicast or broadcast address at this sub-layer.,0,snmp,,
+snmp.ifHCOutBroadcastPkts,count,,packet,,"[Generic device] The total number of packets that higher-level protocols requested be transmitted that were addressed to a broadcast address at this sub-layer, including those that were discarded or not sent.",0,snmp,,
+snmp.ifHCOutMulticastPkts,count,,packet,,[Generic device] The total number of packets that higher-level protocols requested be transmitted that were addressed to a multicast address at this sub-layer including those that were discarded or not sent.,0,snmp,,
+snmp.ifHCOutOctets,count,,byte,,[Generic device] The total number of octets transmitted out of the interface including framing characters.,0,snmp,,
+snmp.ifHCOutOctets.rate,gauge,,byte_in_bits_family,second,[Generic device] The outbound data rate on the interface including framing characters.,0,snmp,,
+snmp.ifHCOutUcastPkts,count,,packet,,[Generic device] The total number of packets higher-level protocols requested be transmitted that were not addressed to a multicast or broadcast address at this sub-layer including those that were discarded or not sent.,0,snmp,,
 snmp.ifHighInOctets,count,,byte,,"[NetApp] The total number of bytes received on the interface, including framing characters.",0,snmp,,
-snmp.ifHighInOctets.rate,gauge,,byte,second,"[NetApp] The number bytes per second received on the interface, including framing characters.",0,snmp,,
-snmp.ifHighSpeed,gauge,,,,"[Generic router] An estimate of the interface's current bandwidth in units of 1,000,000 bits per second, or the nominal bandwidth.",0,snmp,,
-snmp.ifInDiscards,count,,packet,,[Generic router] [Cisco c3850]  [Cisco Nexus] [Cisco ASA 5525] The number of inbound packets chosen to be discarded even though no errors had been detected to prevent them being deliverable to a higher-layer protocol.,0,snmp,,
-snmp.ifInDiscards.rate,gauge,,packet,second,[Generic router] [Cisco c3850]  [Cisco Nexus] [Cisco ASA 5525] The number of inbound packets chosen to be discarded even though no errors had been detected to prevent them being deliverable to a higher-layer protocol.,0,snmp,,
-snmp.ifInErrors,count,,packet,,[Generic router] [Cisco c3850] [Cisco Nexus][Cisco ASA 5525] [F5 BIG-IP] The number of inbound packets that contained errors preventing them from being deliverable to a higher-layer protocol.,0,snmp,,
-snmp.ifInErrors.rate,gauge,,packet,second,[Generic router] [Cisco c3850] [Cisco Nexus][Cisco ASA 5525] [F5 BIG-IP] The number of inbound packets that contained errors preventing them from being deliverable to a higher-layer protocol.,0,snmp,,
-snmp.ifInSpeed,gauge,,,,"[Generic router] An estimate of the interface's current inbound bandwidth in bits per second.",0,snmp,,
+snmp.ifHighInOctets.rate,gauge,,byte_in_bits_family,second,"[Generic device] The inbound data rate on the interface, including framing characters.",0,snmp,,
+snmp.ifHighSpeed,gauge,,megabit,,"[Generic device] An estimate of the interface's current bandwidth in units of 1,000,000 bits per second, or the nominal bandwidth.",0,snmp,,
+snmp.ifInDiscards,count,,packet,,[Generic device] The number of inbound packets chosen to be discarded even though no errors had been detected to prevent them being deliverable to a higher-layer protocol.,0,snmp,,
+snmp.ifInDiscards.rate,gauge,,packet,second,[Generic device] The number of inbound packets chosen to be discarded even though no errors had been detected to prevent them being deliverable to a higher-layer protocol.,0,snmp,,
+snmp.ifInErrors,count,,packet,,[Generic router] The number of inbound packets that contained errors preventing them from being deliverable to a higher-layer protocol.,0,snmp,,
+snmp.ifInErrors.rate,gauge,,packet,second,[Generic router] The number of inbound packets that contained errors preventing them from being deliverable to a higher-layer protocol.,0,snmp,,
+snmp.ifInSpeed,gauge,,bit_in_bits_family,,"[Generic router] An estimate of the interface's current inbound bandwidth in bits per second.",0,snmp,,
 snmp.ifNumber,gauge,,,,[Generic router] The number of network interfaces (regardless of their current state) present on this system.,0,snmp,,
-snmp.ifOperStatus,gauge,,,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The current operational state of the interface.,0,snmp,,
-snmp.ifOutDiscards,count,,packet,,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of outbound packets chosen to be discarded even though no errors had been detected to prevent them being transmitted.,0,snmp,,
-snmp.ifOutDiscards.rate,gauge,,packet,second,[Generic router] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of outbound packets chosen to be discarded even though no errors had been detected to prevent them being transmitted.,0,snmp,,
-snmp.ifOutErrors,count,,packet,,[Generic router] [F5 BIG-IP] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of outbound packets that could not be transmitted because of errors.,0,snmp,,
-snmp.ifOutErrors.rate,gauge,,packet,second,[Generic router] [F5 BIG-IP] [Cisco c3850] [Cisco Nexus] [Cisco ASA 5525] The number of outbound packets that could not be transmitted because of errors.,0,snmp,,
-snmp.ifOutSpeed,gauge,,,,"[Generic router] An estimate of the interface's current outbound bandwidth in bits per second.",0,snmp,,
-snmp.ifSpeed,gauge,,,,"[Generic router] An estimate of the interface's current bandwidth in bits per second, or the nominal bandwidth.",0,snmp,,
+snmp.ifOperStatus,gauge,,,,[Generic router] The current operational state of the interface.,0,snmp,,
+snmp.ifOutDiscards,count,,packet,,[Generic router] The number of outbound packets chosen to be discarded even though no errors had been detected to prevent them being transmitted.,0,snmp,,
+snmp.ifOutDiscards.rate,gauge,,packet,second,[Generic router] The number of outbound packets chosen to be discarded even though no errors had been detected to prevent them being transmitted.,0,snmp,,
+snmp.ifOutErrors,count,,packet,,[Generic router] The number of outbound packets that could not be transmitted because of errors.,0,snmp,,
+snmp.ifOutErrors.rate,gauge,,packet,second,[Generic router] The number of outbound packets that could not be transmitted because of errors.,0,snmp,,
+snmp.ifOutSpeed,gauge,,bit_in_bits_family,,"[Generic router] An estimate of the interface's current outbound bandwidth in bits per second.",0,snmp,,
+snmp.ifSpeed,gauge,,bit_in_bits_family,,"[Generic router] An estimate of the interface's current bandwidth in bits per second, or the nominal bandwidth.",0,snmp,,
 snmp.ifsTotalBytes,gauge,,byte,,[Isilon] The total cluster capacity of the /ifs filesystem in bytes.,0,snmp,,
 snmp.ifsUsedBytes,gauge,,byte,,[Isilon] The number of bytes used in the /ifs filesystem.,0,snmp,,
 snmp.interface.status,gauge,,,,"For each interface of each monitored network device, this metric reports always 1 with the admin_status and oper_status as tags, as long as a 'combined' status that can be used for monitors.",0,snmp,,
@@ -1982,9 +1982,9 @@ snmp.rtpSenderPackets,gauge,,,,"[RTP-MIB] Count of RTP packets sent by this send
 snmp.rtpSessionByes,gauge,,,,"[RTP-MIB] A count of RTCP BYE (see RFC 1889, 'RTP: A Transport Protocol for Real-Time Applications,' sec. 6.6) messages received by this entity.",0,snmp,,
 snmp.rtpSessionReceiverJoins,gauge,,,,"[RTP-MIB] The number of receivers that have been been observed to have joined this session since this conceptual row was created (rtpSessionStartTime). A receiver 'joins' an RTP session by sending RTCP Receiver Reports to the session. Receivers that leave and then re-join following an RTCP BYE (see RFC 1889, 'RTP: A Transport Protocol for Real-Time Applications,' sec. 6.6) or session timeout ma...",0,snmp,,
 snmp.rtpSessionSenderJoins,gauge,,,,"[RTP-MIB] The number of senders that have been observed to have joined the session since this conceptual row was created (rtpSessionStartTime). A sender 'joins' an RTP session by sending to it. Senders that leave and then re-join following an RTCP BYE (see RFC 1889, 'RTP: A Transport Protocol for Real-Time Applications,' sec. 6.6) or session timeout may be counted twice. Every time a new RTP se...",0,snmp,,
-snmp.rttMonCtrlOperTimeoutOccurred,gauge,,,,This object will change its value for all RttMonRttTypes.,0,snmp,,
-snmp.rttMonLatestRttOperCompletionTime,gauge,,millisecond,,The completion time of the latest RTT operation successfully completed.,0,snmp,,
-snmp.rttMonLatestRttOperSense,gauge,,,,A sense code for the completion status of the latest RTT operation.,0,snmp,,
+snmp.rttMonCtrlOperTimeoutOccurred,gauge,,,,[CISCO-RTTMON-MIB] This value indicates whether a timeout has occurred during the Cisco IP SLA operation where 1 means true (timeout occurred) and 2 means false (no timeout).,0,snmp,,
+snmp.rttMonLatestRttOperCompletionTime,gauge,,millisecond,,[CISCO-RTTMON-MIB] This value shows the time in milliseconds taken to complete the latest succesful Cisco IP SLA operation.,0,snmp,,
+snmp.rttMonLatestRttOperSense,gauge,,,,[CISCO-RTTMON-MIB] This value indicates the result of the latest Cisco IP SLA operation where different integer values represent specific outcomes. Tagging the metric with rtt_sense will show the corresponding status.,0,snmp,,
 snmp.ruckusUnleashedSystemStatsAllNumSta,gauge,,,,"[RUCKUS-UNLEASHED-SYSTEM-MIB] Number of All client devices",0,snmp,,
 snmp.ruckusUnleashedSystemStatsNumAP,gauge,,,,"[RUCKUS-UNLEASHED-SYSTEM-MIB] Number of AP",0,snmp,,
 snmp.ruckusUnleashedSystemStatsNumRegisteredAP,gauge,,,,"[RUCKUS-UNLEASHED-SYSTEM-MIB] Number of registered AP",0,snmp,,
diff --git a/snmp/tests/compose/data/_cisco-generic.snmprec b/snmp/tests/compose/data/_cisco-generic.snmprec
index 4e36ae5b5dd56..80c436aa683c6 100644
--- a/snmp/tests/compose/data/_cisco-generic.snmprec
+++ b/snmp/tests/compose/data/_cisco-generic.snmprec
@@ -142,16 +142,16 @@
 1.3.6.1.4.1.9.9.42.1.2.1.1.12.30|4x|717561696e746c7920717561696e746c79207a6f6d62696573
 1.3.6.1.4.1.9.9.42.1.2.2.1.1.27|2|25
 1.3.6.1.4.1.9.9.42.1.2.2.1.1.31|2|4
-1.3.6.1.4.1.9.9.42.1.2.2.1.2.27|4x|717561696e746c79206b6570742064726976696e67
-1.3.6.1.4.1.9.9.42.1.2.2.1.2.31|4x|6f78656e207a6f6d6269657320746865697220717561696e746c79206b657074206163746564
+1.3.6.1.4.1.9.9.42.1.2.2.1.2.26|4x|be7260a9
+1.3.6.1.4.1.9.9.42.1.2.2.1.2.30|4x|00000000
 1.3.6.1.4.1.9.9.42.1.2.2.1.3.27|2|19
 1.3.6.1.4.1.9.9.42.1.2.2.1.3.31|2|24
 1.3.6.1.4.1.9.9.42.1.2.2.1.4.27|2|30
 1.3.6.1.4.1.9.9.42.1.2.2.1.4.31|2|6
 1.3.6.1.4.1.9.9.42.1.2.2.1.5.27|2|15
 1.3.6.1.4.1.9.9.42.1.2.2.1.5.31|2|10
-1.3.6.1.4.1.9.9.42.1.2.2.1.6.27|4x|6f78656e20627574207468656972206f78656e206f78656e204a61646564206163746564207a6f6d62696573206163746564
-1.3.6.1.4.1.9.9.42.1.2.2.1.6.31|4x|7a6f6d62696573206f78656e20666f727761726420666f7277617264206f78656e
+1.3.6.1.4.1.9.9.42.1.2.2.1.6.26|4x|00000000
+1.3.6.1.4.1.9.9.42.1.2.2.1.6.30|4x|be7260a9
 1.3.6.1.4.1.9.9.42.1.2.2.1.7.27|2|16
 1.3.6.1.4.1.9.9.42.1.2.2.1.7.31|2|24
 1.3.6.1.4.1.9.9.42.1.2.2.1.8.27|2|1
diff --git a/snmp/tests/test_e2e_core.py b/snmp/tests/test_e2e_core.py
index bb38a87de4609..55bf20f1103aa 100644
--- a/snmp/tests/test_e2e_core.py
+++ b/snmp/tests/test_e2e_core.py
@@ -497,78 +497,6 @@ def test_e2e_meraki_cloud_controller(dd_agent_check):
     aggregator.assert_metrics_using_metadata(get_metadata_metrics())
 
 
-def test_e2e_core_detect_metrics_using_apc_ups_metrics(dd_agent_check):
-    config = common.generate_container_instance_config([])
-    instance = config['instances'][0]
-    instance.update(
-        {
-            'snmp_version': 1,
-            'community_string': 'apc_ups_no_sysobjectid',
-            'experimental_detect_metrics_enabled': True,
-        }
-    )
-    config['init_config']['loader'] = 'core'
-    instance = config['instances'][0]
-    aggregator = common.dd_agent_check_wrapper(dd_agent_check, config, rate=True)
-
-    global_metric_tags = [
-        # metric_tags from apc_ups.yaml
-        'model:APC Smart-UPS 600',
-        'firmware_version:2.0.3-test',
-        'serial_num:test_serial',
-        'ups_name:testIdentName',
-        # metric_tags from _base.yaml
-        'snmp_host:APC_UPS_NAME',
-        'device_hostname:APC_UPS_NAME',
-    ]
-    device_ip = instance['ip_address']
-
-    tags = global_metric_tags + [
-        'device_namespace:default',
-        "snmp_device:{}".format(device_ip),
-        "device_ip:{}".format(device_ip),
-        "device_id:default:{}".format(device_ip),
-    ]
-
-    common.assert_common_metrics(aggregator, tags, is_e2e=True, loader='core')
-
-    for metric in metrics.APC_UPS_METRICS:
-        aggregator.assert_metric('snmp.{}'.format(metric), metric_type=aggregator.GAUGE, tags=tags, count=2)
-    aggregator.assert_metric(
-        'snmp.upsAdvBatteryFullCapacity_userMetric', metric_type=aggregator.GAUGE, tags=tags, count=2
-    )
-    for metric, value in metrics.APC_UPS_UPS_BASIC_STATE_OUTPUT_STATE_METRICS:
-        aggregator.assert_metric(metric, value=value, metric_type=aggregator.GAUGE, count=2, tags=tags)
-
-    group_state_tags = tags + [
-        'outlet_group_name:test_outlet',
-        'ups_outlet_group_status_group_state:ups_outlet_group_status_unknown',
-    ]
-
-    aggregator.assert_metric(
-        'snmp.upsOutletGroupStatusGroupState',
-        metric_type=aggregator.GAUGE,
-        tags=group_state_tags,
-    )
-
-    interface_tags = ['interface:mgmt', 'interface_alias:desc1', 'interface_index:32'] + tags
-    aggregator.assert_metric(
-        'snmp.ifInErrors',
-        metric_type=aggregator.COUNT,
-        tags=interface_tags,
-    )
-    aggregator.assert_metric(
-        'snmp.ifInErrors.rate',
-        metric_type=aggregator.GAUGE,
-        tags=interface_tags,
-    )
-    if_in_error_metrics = aggregator.metrics('snmp.ifInErrors.rate')
-    assert len(if_in_error_metrics) == 1
-    assert if_in_error_metrics[0].value > 0
-
-    aggregator.assert_all_metrics_covered()
-
-
 def test_e2e_core_cisco_csr(dd_agent_check):
     config = common.generate_container_instance_config([])
     instance = config['instances'][0]
diff --git a/snmp/tests/test_e2e_core_metadata.py b/snmp/tests/test_e2e_core_metadata.py
index b79c75c4dd938..ab3edc0127344 100644
--- a/snmp/tests/test_e2e_core_metadata.py
+++ b/snmp/tests/test_e2e_core_metadata.py
@@ -1102,6 +1102,7 @@ def test_e2e_core_metadata_aos_lldp(dd_agent_check):
     # CHANGE
     topology_link1 = {
         'id': device_id + ':1.216',
+        'integration': 'snmp',
         'source_type': 'lldp',
         "local": {
             "device": {'dd_id': device_id},
@@ -1114,6 +1115,7 @@ def test_e2e_core_metadata_aos_lldp(dd_agent_check):
     }
     topology_link2 = {
         'id': device_id + ':11.217',
+        'integration': 'snmp',
         'source_type': 'lldp',
         "local": {
             "device": {'dd_id': device_id},
@@ -1286,6 +1288,7 @@ def test_e2e_core_metadata_cisco_cdp(dd_agent_check):
 
     topology_link1 = {
         'id': device_id + ':1.5',
+        'integration': 'snmp',
         'source_type': 'cdp',
         "local": {
             "device": {'dd_id': device_id},
@@ -1303,6 +1306,7 @@ def test_e2e_core_metadata_cisco_cdp(dd_agent_check):
     }
     topology_link2 = {
         'id': device_id + ':2.3',
+        'integration': 'snmp',
         'source_type': 'cdp',
         "local": {
             "device": {'dd_id': device_id},
@@ -1346,6 +1350,7 @@ def test_e2e_core_metadata_cisco_cdp_lldp(dd_agent_check):
 
     topology_link = {
         'id': device_id + ':7.1',
+        'integration': 'snmp',
         'source_type': 'lldp',
         "local": {
             "device": {'dd_id': device_id},
diff --git a/snmp/tests/test_e2e_core_profiles/test_profile__cisco_generic.py b/snmp/tests/test_e2e_core_profiles/test_profile__cisco_generic.py
index 2951bc4ec0e3d..1f78594db88c9 100644
--- a/snmp/tests/test_e2e_core_profiles/test_profile__cisco_generic.py
+++ b/snmp/tests/test_e2e_core_profiles/test_profile__cisco_generic.py
@@ -244,8 +244,22 @@ def test_e2e_profile__cisco_generic(dd_agent_check):
         aggregator.assert_metric('snmp.cvsChassisUpTime', metric_type=aggregator.GAUGE, tags=common_tags + tag_row)
 
     tag_rows = [
-        ['rtt_index:26', 'rtt_state:inactive', 'rtt_type:tcp_connect'],
-        ['rtt_index:30', 'rtt_state:orderly_stop', 'rtt_type:script'],
+        [
+            'rtt_index:26',
+            'rtt_state:inactive',
+            'rtt_type:tcp_connect',
+            'rtt_source_address:0.0.0.0',
+            'rtt_target_address:190.114.96.169',
+            'rtt_sense:other',
+        ],
+        [
+            'rtt_index:30',
+            'rtt_state:orderly_stop',
+            'rtt_type:script',
+            'rtt_source_address:190.114.96.169',
+            'rtt_target_address:0.0.0.0',
+            'rtt_sense:timeout',
+        ],
     ]
     for tag_row in tag_rows:
         aggregator.assert_metric(
@@ -256,8 +270,22 @@ def test_e2e_profile__cisco_generic(dd_agent_check):
         )
 
     tag_rows = [
-        ['rtt_index:26', 'rtt_state:inactive', 'rtt_type:tcp_connect'],
-        ['rtt_index:30', 'rtt_state:orderly_stop', 'rtt_type:script'],
+        [
+            'rtt_index:26',
+            'rtt_state:inactive',
+            'rtt_type:tcp_connect',
+            'rtt_source_address:0.0.0.0',
+            'rtt_target_address:190.114.96.169',
+            'rtt_timeout:false',
+        ],
+        [
+            'rtt_index:30',
+            'rtt_state:orderly_stop',
+            'rtt_type:script',
+            'rtt_source_address:190.114.96.169',
+            'rtt_target_address:0.0.0.0',
+            'rtt_timeout:true',
+        ],
     ]
     for tag_row in tag_rows:
         aggregator.assert_metric(
diff --git a/snmp/tests/test_e2e_core_vs_python.py b/snmp/tests/test_e2e_core_vs_python.py
index 758d0dc17e248..ed480e78b90b8 100644
--- a/snmp/tests/test_e2e_core_vs_python.py
+++ b/snmp/tests/test_e2e_core_vs_python.py
@@ -421,6 +421,8 @@ def test_e2e_profile_cisco_asa(dd_agent_check):
             'temp_state',
             'power_source',
             'connection_type',
+            'rtt_timeout',
+            'rtt_sense',
         ],  # Ignore tags that have mappings
     )
 
@@ -446,6 +448,8 @@ def test_e2e_profile_cisco_asa_5525(dd_agent_check):
             'temp_state',
             'power_source',
             'connection_type',
+            'rtt_timeout',
+            'rtt_sense',
         ],  # Ignore tags that have mappings
     )
 
diff --git a/snmp/tests/test_profiles.py b/snmp/tests/test_profiles.py
index 0c8df1db09290..95a4b0c760e2b 100644
--- a/snmp/tests/test_profiles.py
+++ b/snmp/tests/test_profiles.py
@@ -2141,16 +2141,28 @@ def assert_cisco_asa(aggregator, profile):
     rtt_indexes = [1, 7, 10, 13, 15, 18, 20]
     rtt_types = [22, 21, 17, 6, 20, 8, 16]
     rtt_states = [3, 1, 6, 4, 6, 1, 6]
-    rtt_gauges = ['rttMonLatestRttOperCompletionTime', 'rttMonLatestRttOperSense', 'rttMonCtrlOperTimeoutOccurred']
+    rtt_senses = [13, 30, 2, 21, 19, 20, 27]
+    rtt_timeouts = [1, 1, 2, 2, 1, 2, 1]
+    rtt_gauges = ['rttMonLatestRttOperCompletionTime', 'rttMonLatestRttOperSense']
     for i in range(len(rtt_indexes)):
         tags = [
             "rtt_index:{}".format(rtt_indexes[i]),
             "rtt_type:{}".format(rtt_types[i]),
             "rtt_state:{}".format(rtt_states[i]),
+            "rtt_sense:{}".format(rtt_senses[i]),
         ] + common_tags
         for rtt in rtt_gauges:
             aggregator.assert_metric('snmp.{}'.format(rtt), metric_type=aggregator.GAUGE, tags=tags)
 
+    for i in range(len(rtt_indexes)):
+        tags = [
+            "rtt_index:{}".format(rtt_indexes[i]),
+            "rtt_type:{}".format(rtt_types[i]),
+            "rtt_state:{}".format(rtt_states[i]),
+            "rtt_timeout:{}".format(rtt_timeouts[i]),
+        ] + common_tags
+        aggregator.assert_metric('snmp.rttMonCtrlOperTimeoutOccurred', metric_type=aggregator.GAUGE, tags=tags)
+
     aggregator.assert_all_metrics_covered()
     aggregator.assert_metrics_using_metadata(get_metadata_metrics(), check_submission_type=True)
 
diff --git a/snmp_american_power_conversion/README.md b/snmp_american_power_conversion/README.md
index a4e868875c75f..d4fad09e07624 100644
--- a/snmp_american_power_conversion/README.md
+++ b/snmp_american_power_conversion/README.md
@@ -29,8 +29,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data/
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_american_power_conversion/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_arista/README.md b/snmp_arista/README.md
index d6037608bcd54..36cd9b99b5386 100644
--- a/snmp_arista/README.md
+++ b/snmp_arista/README.md
@@ -31,8 +31,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_arista/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_aruba/README.md b/snmp_aruba/README.md
index 9eb7f0f348c71..a05b13a5cd981 100644
--- a/snmp_aruba/README.md
+++ b/snmp_aruba/README.md
@@ -31,8 +31,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_aruba/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_chatsworth_products/README.md b/snmp_chatsworth_products/README.md
index abe0cb0ee9ad1..d13955af2f451 100644
--- a/snmp_chatsworth_products/README.md
+++ b/snmp_chatsworth_products/README.md
@@ -33,8 +33,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_chatsworth_products/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_check_point/README.md b/snmp_check_point/README.md
index 7078e73ebed35..4419c7fe3c92b 100644
--- a/snmp_check_point/README.md
+++ b/snmp_check_point/README.md
@@ -27,8 +27,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_check_point/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_cisco/README.md b/snmp_cisco/README.md
index 9ee12eed74007..933bb3a53654d 100644
--- a/snmp_cisco/README.md
+++ b/snmp_cisco/README.md
@@ -48,7 +48,7 @@ Need help? Contact [Datadog support][5].
 
 [1]: https://app.datadoghq.com/account/settings#integrations/meraki
 [2]: https://app.datadoghq.com/account/settings#integrations/snmp
-[3]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[3]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [4]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
 [5]: https://docs.datadoghq.com/help/
 [6]: https://docs.datadoghq.com/network_monitoring/devices/supported_devices/
diff --git a/snmp_dell/README.md b/snmp_dell/README.md
index 66837675085bf..f180452cc8dac 100644
--- a/snmp_dell/README.md
+++ b/snmp_dell/README.md
@@ -42,8 +42,8 @@ Additional helpful documentation, links, and articles:
 
 Need help? Contact [Datadog support][4].
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
 [4]: https://docs.datadoghq.com/help/
 [5]: https://docs.datadoghq.com/network_monitoring/devices/supported_devices/
\ No newline at end of file
diff --git a/snmp_fortinet/README.md b/snmp_fortinet/README.md
index a25ce7deb4ed1..c6ed9f61a91cc 100644
--- a/snmp_fortinet/README.md
+++ b/snmp_fortinet/README.md
@@ -31,8 +31,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_fortinet/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_hewlett_packard_enterprise/README.md b/snmp_hewlett_packard_enterprise/README.md
index edc99ea06b0b5..ec66d3084086d 100644
--- a/snmp_hewlett_packard_enterprise/README.md
+++ b/snmp_hewlett_packard_enterprise/README.md
@@ -33,8 +33,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_hewlett_packard_enterprise/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snmp_netapp/README.md b/snmp_netapp/README.md
index f27220dadb534..b159878312ce5 100644
--- a/snmp_netapp/README.md
+++ b/snmp_netapp/README.md
@@ -28,8 +28,8 @@ Additional helpful documentation, links, and articles:
 * [Monitor SNMP with Datadog][5]
 
 
-[1]: https://docs.datadoghq.com/network_performance_monitoring/devices/data
-[2]: https://docs.datadoghq.com/network_performance_monitoring/devices/setup
+[1]: https://docs.datadoghq.com/network_monitoring/devices/data
+[2]: https://docs.datadoghq.com/network_monitoring/devices/setup
 [3]: https://github.com/DataDog/integrations-core/blob/master/snmp_netapp/assets/service_checks.json
 [4]: https://docs.datadoghq.com/help/
 [5]: https://www.datadoghq.com/blog/monitor-snmp-with-datadog/
diff --git a/snowflake/CHANGELOG.md b/snowflake/CHANGELOG.md
index c9ab549691f28..def3fc861a5a8 100644
--- a/snowflake/CHANGELOG.md
+++ b/snowflake/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.1.0 / 2024-11-28
+
+***Added***:
+
+* Upgrade `snowflake-connector-python` to 3.12.3 ([#19010](https://github.com/DataDog/integrations-core/pull/19010))
+
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.9.0 / 2024-09-05
 
 ***Added***:
@@ -18,7 +38,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 5.7.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/snowflake/changelog.d/18207.added b/snowflake/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/snowflake/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/snowflake/changelog.d/18580.removed b/snowflake/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/snowflake/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/snowflake/changelog.d/18617.fixed b/snowflake/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/snowflake/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/snowflake/datadog_checks/snowflake/__about__.py b/snowflake/datadog_checks/snowflake/__about__.py
index ebf0b902cce6b..1440196a477c0 100644
--- a/snowflake/datadog_checks/snowflake/__about__.py
+++ b/snowflake/datadog_checks/snowflake/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '6.0.0'
+__version__ = '7.1.0'
diff --git a/snowflake/pyproject.toml b/snowflake/pyproject.toml
index 4e01028620a1d..0dedd84f851c1 100644
--- a/snowflake/pyproject.toml
+++ b/snowflake/pyproject.toml
@@ -37,7 +37,7 @@ license = "BSD-3-Clause"
 
 [project.optional-dependencies]
 deps = [
-    "snowflake-connector-python==3.12.1",
+    "snowflake-connector-python==3.12.3",
 ]
 
 [project.urls]
diff --git a/solr/CHANGELOG.md b/solr/CHANGELOG.md
index 0a0b2616eb764..cc506ca03655c 100644
--- a/solr/CHANGELOG.md
+++ b/solr/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.13.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/solr/changelog.d/18207.added b/solr/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/solr/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/solr/changelog.d/18617.fixed b/solr/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/solr/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/solr/datadog_checks/solr/__about__.py b/solr/datadog_checks/solr/__about__.py
index 0e2ebd5e4631b..17d27698b7b85 100644
--- a/solr/datadog_checks/solr/__about__.py
+++ b/solr/datadog_checks/solr/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/solr/tests/docker/docker-compose.yml b/solr/tests/docker/docker-compose.yml
index 2e6707f467daa..6847945b5faae 100644
--- a/solr/tests/docker/docker-compose.yml
+++ b/solr/tests/docker/docker-compose.yml
@@ -1,4 +1,3 @@
-version: '3'
 services:
   solr:
     build:
diff --git a/sonarqube/CHANGELOG.md b/sonarqube/CHANGELOG.md
index 449131b08fdbc..6ac541b49131e 100644
--- a/sonarqube/CHANGELOG.md
+++ b/sonarqube/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.1.0 / 2024-11-28
+
+***Added***:
+
+* Add `MAX_PAGES` to Sonarqube API request ([#19149](https://github.com/DataDog/integrations-core/pull/19149))
+
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.2 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/sonarqube/README.md b/sonarqube/README.md
index b3022c5f1dcab..58f113f29059d 100644
--- a/sonarqube/README.md
+++ b/sonarqube/README.md
@@ -325,7 +325,7 @@ Need help? Contact [Datadog support][8].
 [1]: https://www.sonarqube.org
 [2]: https://app.datadoghq.com/account/settings/agent/latest
 [3]: https://github.com/DataDog/integrations-core/blob/master/sonarqube/datadog_checks/sonarqube/data/metrics.yaml
-[4]: https://docs.sonarqube.org/latest/instance-administration/monitoring/
+[4]: https://docs.sonarqube.org/latest/server-upgrade-and-maintenance/monitoring/instance/#exposed-jmx-mbeans
 [5]: https://docs.sonarsource.com/sonarqube/latest/instance-administration/monitoring/instance/#how-do-i-activate-jmx
 [6]: https://docs.datadoghq.com/integrations/java/
 [7]: https://github.com/DataDog/integrations-core/blob/master/sonarqube/datadog_checks/sonarqube/data/conf.yaml.example
diff --git a/sonarqube/changelog.d/18207.added b/sonarqube/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/sonarqube/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/sonarqube/changelog.d/18580.removed b/sonarqube/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/sonarqube/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/sonarqube/changelog.d/18617.fixed b/sonarqube/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/sonarqube/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/sonarqube/datadog_checks/sonarqube/__about__.py b/sonarqube/datadog_checks/sonarqube/__about__.py
index bcf02753eab69..591962e51d2ac 100644
--- a/sonarqube/datadog_checks/sonarqube/__about__.py
+++ b/sonarqube/datadog_checks/sonarqube/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.1.0'
diff --git a/sonarqube/datadog_checks/sonarqube/check.py b/sonarqube/datadog_checks/sonarqube/check.py
index 1249d2bed7af2..77c4cc665bda2 100644
--- a/sonarqube/datadog_checks/sonarqube/check.py
+++ b/sonarqube/datadog_checks/sonarqube/check.py
@@ -7,7 +7,7 @@
 
 from datadog_checks.base import AgentCheck, ConfigurationError
 
-from .constants import CATEGORIES, NUMERIC_TYPES
+from .constants import CATEGORIES, MAX_PAGES, NUMERIC_TYPES
 
 
 class SonarqubeCheck(AgentCheck):
@@ -111,7 +111,7 @@ def discover_available_metrics(self):
         page = 1
         seen = 0
         total = -1
-        while seen != total:
+        while seen != total and page <= MAX_PAGES:
             response = self.http.get('{}/api/metrics/search'.format(self._web_endpoint), params={'p': page})
             response.raise_for_status()
             self.log.debug('/api/metrics/search response: %s', response.json())
@@ -136,7 +136,7 @@ def discover_available_components(self):
         page = 1
         seen = 0
         total = -1
-        while seen != total:
+        while seen != total and page <= MAX_PAGES:
             response = self.http.get(
                 '{}/api/components/search'.format(self._web_endpoint), params={'qualifiers': 'TRK', 'p': page}
             )
diff --git a/sonarqube/datadog_checks/sonarqube/constants.py b/sonarqube/datadog_checks/sonarqube/constants.py
index 7d6fa0bacbc27..b142694889808 100644
--- a/sonarqube/datadog_checks/sonarqube/constants.py
+++ b/sonarqube/datadog_checks/sonarqube/constants.py
@@ -5,6 +5,8 @@
 # <WEB_ENDPOINT>/api/metrics/types
 NUMERIC_TYPES = {'BOOL', 'FLOAT', 'INT', 'PERCENT', 'RATING'}
 
+MAX_PAGES = 100
+
 # All `domain` attributes found in: <WEB_ENDPOINT>/api/metrics/search
 CATEGORIES = {
     'Complexity': 'complexity',
diff --git a/sonarqube/tests/docker/docker-compose.yaml b/sonarqube/tests/docker/docker-compose.yaml
index b99a66e7d4e16..f608b1847be5a 100644
--- a/sonarqube/tests/docker/docker-compose.yaml
+++ b/sonarqube/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.8'
-
 services:
   sonarqube:
     container_name: sonarqube
diff --git a/sonicwall_firewall/CHANGELOG.md b/sonicwall_firewall/CHANGELOG.md
new file mode 100644
index 0000000000000..2720565e415a1
--- /dev/null
+++ b/sonicwall_firewall/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - sonicwall_firewall
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-11-28
+
+***Added***:
+
+* Initial Release ([#18667](https://github.com/DataDog/integrations-core/pull/18667))
diff --git a/sonicwall_firewall/README.md b/sonicwall_firewall/README.md
new file mode 100644
index 0000000000000..69db0a1146b14
--- /dev/null
+++ b/sonicwall_firewall/README.md
@@ -0,0 +1,144 @@
+## Overview
+
+[SonicWall Firewall][1] is a network security solution designed to protect organizations from a wide range of cyber threats. It offers advanced security features, high performance, and scalability, making it suitable for businesses of all sizes. SonicWall Firewall is known for its ability to provide real-time protection against emerging threats, while ensuring secure and efficient network traffic management.
+
+This integration provides enrichment and visualization for all log types shared by SonicWall Firewall over syslog. Detailed insights into the logs received by syslog are visualized in out-of-the-box dashboards and detection rules.
+
+
+## Setup
+
+### Installation
+
+To install the SonicWall Firewall integration, run the following Linux command to install the Agent. 
+
+**Note**: This step is not necessary for Agent version >= 7.58.0.
+
+  ```shell
+  sudo -u dd-agent -- datadog-agent integration install datadog-sonicwall-firewall==1.0.0
+  ```
+
+For more information, see the [Integration Management][2] documentation.
+
+### Configuration
+
+#### Log Collection
+
+1.  Logs collection is disabled by default in the Datadog Agent. Enable it in the `datadog.yaml` file:
+    ```yaml
+    logs_enabled: true
+    ```
+
+2. Add this configuration block to your `sonicwall_firewall.d/conf.yaml` file to start collecting your SonicWall Firewall logs:
+
+    ```yaml
+    logs:
+      - type: udp
+        port: <udp_port>
+        source: sonicwall-firewall
+    ```
+
+    See the [sample sonicwall_firewall.d/conf.yaml][3] for available configuration options.
+    
+    **NOTE**: Configure a [syslog server][8] on a SonicWall Firewall with `<udp_port>`.
+   
+    Configure a Syslog Server in your firewall using the following options:
+
+    - **Name or IP Address**: The address of the Datadog Agent running this integration.
+    - **Port**: The Syslog port (UDP) configured in this integration.
+    - **Server Type**: Syslog Server.
+    - **Syslog Format**: Enhanced Syslog.
+    - **Syslog ID**: Change this default (firewall) if you need to differentiate between multiple firewalls.
+
+    Set the default time as UTC:
+
+    - In **Device** > **Log** > **Syslog**, select the **Syslog Settings** tab, and then enable **Display Syslog Timestamp in UTC**. Click **Accept** to set the time to UTC.
+
+    Additional Configuration:
+
+    - In **Device** > **Log** > **Settings**, you can select the **Logging Level** and **Alert Level** to get different kind of logs.
+
+3. [Restart the Agent][4].
+
+#### Specify a time zone other than UTC in the SonicWall Firewall and Datadog log pipeline
+Datadog expects all logs to be in UTC time zone by default. If the time zone of your SonicWall Firewall logs is not in UTC, specify the correct time zone in the SonicWall Firewall Datadog pipeline.
+
+To change the time zone for the SonicWall Firewall pipeline:
+
+1. Navigate to the [**Pipelines** page][10] in the Datadog app.
+
+2. Enter `SonicWall Firewall` in the **Filter Pipelines** search box.
+
+3. Hover over the SonicWall Firewall pipeline and click **clone**. This creates an editable clone of the SonicWall Firewall pipeline.
+
+4. Edit the Grok Parser using the below steps:
+
+   - In the cloned pipeline, find the processor with the name **Grok Parser: Parsing Sonicwall FireWall time**. Hover over the pipelines and click **Edit**.
+   - Under **Define parsing rules**:
+      - Modify the rule and provide the [TZ identifier][9] of the time zone of your SonicWall Firewall server. For example, if your time zone is IST, replace `' z'` with `Asia/Calcutta`.
+      - For example, if this is the existing rule:
+
+          ```shell
+          rule %{date("yyyy-MM-dd HH:mm:ss z"):timestamp}
+          ```
+        
+        The modified rule for IST timezone is:
+
+          ```shell
+          rule %{date("yyyy-MM-dd HH:mm:ss", "Asia/Calcutta"):timestamp}
+          ```
+
+      - To update the existing log sample, under **log samples**:
+        - Remove UTC from the existing value.
+        - For example, if the existing value is:
+
+              ```shell
+              2024-09-11 06:30:00 UTC
+              ```
+              
+              The updated value is:
+              ```shell
+              2024-09-11 06:30:00
+              ```
+
+    - Click **Update**.
+
+### Validation
+
+[Run the Agent's status subcommand][5] and look for `sonicwall_firewall` under the Checks section.
+
+## Data Collected
+
+### Logs
+
+|         Format          | Log Types    |
+| --------------------    | -------------- |
+| CEF (Enhanced Syslog)   | All          |
+
+### Metrics
+
+The SonicWall Firewall integration does not include any metrics.
+
+### Events
+
+The SonicWall Firewall integration does not include any events.
+
+### Service Checks
+
+The SonicWall Firewall integration does not include any service checks.
+
+See [service_checks.json][6] for a list of service checks provided by this integration.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][7].
+
+[1]: https://www.sonicwall.com/
+[2]: https://docs.datadoghq.com/agent/guide/integration-management/?tab=linux#install
+[3]: https://github.com/DataDog/integrations-core/blob/master/sonicwall_firewall/datadog_checks/sonicwall_firewall/data/conf.yaml.example
+[4]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[6]: https://github.com/DataDog/integrations-core/blob/master/sonicwall_firewall/assets/service_checks.json
+[7]: https://docs.datadoghq.com/help/
+[8]: https://www.sonicwall.com/support/knowledge-base/how-can-i-configure-a-syslog-server-on-a-sonicwall-firewall/170505984096810
+[9]: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones
+[10]: https://app.datadoghq.com/logs/pipelines
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/configuration/spec.yaml b/sonicwall_firewall/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..3d856595ae176
--- /dev/null
+++ b/sonicwall_firewall/assets/configuration/spec.yaml
@@ -0,0 +1,9 @@
+name: Sonicwall Firewall
+files:
+- name: sonicwall_firewall.yaml
+  options:
+  - template: logs
+    example:
+    - type: udp
+      port: <port>
+      source: sonicwall-firewall
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_and_firewall_settings.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_and_firewall_settings.json
new file mode 100644
index 0000000000000..f06c67710f896
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_and_firewall_settings.json
@@ -0,0 +1,2267 @@
+{
+  "title": "SonicWall Firewall - Firewall and Firewall Settings",
+  "description": "This dashboard provides information about the Firewall and Firewall Settings logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 4833912692213916,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "fill",
+        "margin": "md",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6474031660100888,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- This dashboard provides insights on Firewall and Firewall Setting logs.\n- Firewall logs include logs related to the application firewall and security policies.\n- Firewall Settings include logs for flood attacks, FTP, multicast, and so on.\n",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 5434029847646360,
+      "definition": {
+        "title": "Total Firewall and Firewall Setting Events",
+        "title_size": "16",
+        "title_align": "left",
+        "time": {
+          "hide_incomplete_cost_data": true
+        },
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:10 $Priority"
+                },
+                "storage": "hot"
+              },
+              {
+                "data_source": "logs",
+                "name": "query2",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:5 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1 + query2"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
+        "x": 8,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 7934632057937744,
+      "definition": {
+        "title": "Firewall",
+        "background_color": "vivid_orange",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 1167223602419404,
+            "definition": {
+              "title": "Total Firewall Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 6611262893718014,
+            "definition": {
+              "title": "Total Events by Priority Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@priority",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 9,
+              "height": 3
+            }
+          },
+          {
+            "id": 2297698014849254,
+            "definition": {
+              "title": "Total Users",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@usr.name"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 7533191783518090,
+            "definition": {
+              "title": "Total Packets sent",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "sum",
+                        "metric": "@packets.sent"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @packets.sent:* $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 2,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 7198148959714938,
+            "definition": {
+              "title": "Total Packets Received",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "sum",
+                        "metric": "@packets.received"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @packets.received:* $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 4,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 8754231207549794,
+            "definition": {
+              "title": "Total Number of Access Rules Added",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @message_id:440 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 3,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 3419154176130290,
+            "definition": {
+              "title": "Total Number of Access Rules Deleted",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @message_id:442 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_red"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 9,
+              "y": 3,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 1606249805344334,
+            "definition": {
+              "title": "Top Source IP: Packet Drops Due to Connection Limit",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@network.client.ip",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @message_id:646 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 5,
+              "width": 6,
+              "height": 5
+            }
+          },
+          {
+            "id": 235694157862864,
+            "definition": {
+              "title": "Top Destination IP: Packet Drops Due to Connection Limit",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@network.destination.ip",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 @message_id:647 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 5,
+              "width": 6,
+              "height": 5
+            }
+          },
+          {
+            "id": 2062049705340546,
+            "definition": {
+              "title": "Top Users",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@usr.name",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:10 $Priority"
+                      },
+                      "storage": "hot"
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+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@message_value",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:864 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#ec5555"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 11,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 7954420214642426,
+            "definition": {
+              "title": "Top Blacklisted Machines from TCP Flood",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@message_value",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:1366 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#ec5555"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 11,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 575735788407754,
+            "definition": {
+              "title": "Top Blacklisted Machines from RST Flood",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@message_value",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:898 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#ec5555"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 15,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 7543246436641174,
+            "definition": {
+              "title": "Top Blacklisted Machines from FIN Flood",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@message_value",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:901 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#ec5555"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 15,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 763526985321184,
+            "definition": {
+              "title": "Top FTP Port Bounce Attack",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@network.client.port",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:527 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#ec5555"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                },
+                "palette": "dog_classic"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 19,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 8072286388351558,
+            "definition": {
+              "title": "Failed Login By FTP Client User",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@usr.name",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 @message_id:1115 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "style": {
+                    "palette": "datadog16"
+                  },
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "type": "sunburst",
+              "legend": {
+                "type": "table"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 19,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 3060590714012642,
+            "definition": {
+              "title": "Most Frequent Firewall Setting Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "message",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 23,
+              "width": 6,
+              "height": 5
+            }
+          },
+          {
+            "id": 4792726739355370,
+            "definition": {
+              "title": "Least Frequent Firewall Setting Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "message",
+                          "limit": 10,
+                          "sort": {
+                            "order": "asc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:5 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "asc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 23,
+              "width": 6,
+              "height": 5
+            }
+          },
+          {
+            "id": 3726871121306290,
+            "definition": {
+              "title": "Firewall Setting Details",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "hide_incomplete_cost_data": true
+              },
+              "requests": [
+                {
+                  "response_format": "event_list",
+                  "query": {
+                    "data_source": "logs_stream",
+                    "query_string": "source:sonicwall-firewall @gcat:5 $Priority",
+                    "indexes": [],
+                    "storage": "hot"
+                  },
+                  "columns": [
+                    {
+                      "field": "status_line",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "timestamp",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "host",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@group_category",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@message_id",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@priority",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@bytes.sent",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@bytes.received",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "message",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 28,
+              "width": 12,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 29,
+        "width": 12,
+        "height": 34
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_anti_spam.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_anti_spam.json
new file mode 100644
index 0000000000000..83fcdd704faac
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_anti_spam.json
@@ -0,0 +1,638 @@
+{
+  "title": "SonicWall Firewall - Anti-Spam",
+  "description": "This dashboard provides information about the Firewall Anti-Spam logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 580203364676372,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 25814084312524,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- This dashboard provides insights on Anti-Spam logs.\n- SonicWall's logs for Anti-Spam categories include information on emails flagged as spam, actions taken (such as blocking or quarantining), source and destination IPs, email addresses, and the categories of spam identified.\n",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6404712839745130,
+      "definition": {
+        "title": "Total Anti-Spam Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2
+      },
+      "layout": {
+        "x": 8,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 8315856489152810,
+      "definition": {
+        "title": "Total Events by Priority Over Time",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "auto",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@priority",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "line"
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 3,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
+      "id": 7192538660853662,
+      "definition": {
+        "title": "Total Disabled Anti-Spam Services",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 @message_id:1085 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#9e9a9a"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 3,
+        "width": 4,
+        "height": 2
+      }
+    },
+    {
+      "id": 8979897882829710,
+      "definition": {
+        "title": "Total Enabled Anti-Spam Services",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 @message_id:1084 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#cfefaf"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 5,
+        "width": 4,
+        "height": 2
+      }
+    },
+    {
+      "id": 8503888150541206,
+      "definition": {
+        "title": "Top Client IP for SHLO Replay Attack",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@message_value",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 @message_id:1378 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 7,
+        "width": 4,
+        "height": 5
+      }
+    },
+    {
+      "id": 2593064471869400,
+      "definition": {
+        "title": "Dropped Inbound vs Outbound Server Connections Over Time",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "horizontal",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "alias": "Dropped Outbound Connections",
+                "style": {
+                  "palette": "dd20",
+                  "palette_index": 4
+                },
+                "formula": "query1"
+              },
+              {
+                "alias": "Dropped Inbound Connections",
+                "style": {
+                  "palette": "dd20",
+                  "palette_index": 0
+                },
+                "formula": "query2"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 @message_id:1091 $Priority"
+                },
+                "storage": "hot"
+              },
+              {
+                "data_source": "logs",
+                "name": "query2",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 @message_id:1092 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "line"
+          }
+        ]
+      },
+      "layout": {
+        "x": 4,
+        "y": 7,
+        "width": 8,
+        "height": 5
+      }
+    },
+    {
+      "id": 502696036174550,
+      "definition": {
+        "title": "Most Frequent Anti-Spam Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "message",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 12,
+        "width": 6,
+        "height": 6
+      }
+    },
+    {
+      "id": 1685160324932570,
+      "definition": {
+        "title": "Least Frequent Anti-Spam Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "message",
+                    "limit": 10,
+                    "sort": {
+                      "order": "asc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:14 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "asc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 12,
+        "width": 6,
+        "height": 6
+      }
+    },
+    {
+      "id": 5727857748797350,
+      "definition": {
+        "title": "Anti-Spam Details",
+        "title_size": "16",
+        "title_align": "left",
+        "time": {
+          "hide_incomplete_cost_data": true
+        },
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:sonicwall-firewall @gcat:14 $Priority",
+              "indexes": [],
+              "storage": "hot",
+              "sort": {
+                "column": "host",
+                "order": "asc"
+              }
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "host",
+                "width": "auto"
+              },
+              {
+                "field": "@message_id",
+                "width": "auto"
+              },
+              {
+                "field": "@priority",
+                "width": "auto"
+              },
+              {
+                "field": "@network.client.ip",
+                "width": "auto"
+              },
+              {
+                "field": "@network.destination.ip",
+                "width": "auto"
+              },
+              {
+                "field": "message",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 18,
+        "width": 12,
+        "height": 5
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_network.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_network.json
new file mode 100644
index 0000000000000..6be7e1a187645
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_network.json
@@ -0,0 +1,3033 @@
+{
+  "title": "SonicWall Firewall - Network",
+  "description": "This dashboard provides information about the Firewall Network logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 233156474771030,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 8907054059342398,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- This dashboard provides insights on network logs.\n- Network logs displays network traffic details, threat detection, and system events related to network security.\n- The DHCP group tracks DHCP logs, including lease IP information and the total discovered, acknowledged and non-acknowledged packets.\n- L2TP tracks logs related to VPN connection attempts, successes, and failures. This group allows for detailed tracking of remote access activity.\n- The DNS group provides detailed monitoring of DNS traffic, helping to identify potential issues or malicious activity within the network.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 7908093788665670,
+      "definition": {
+        "title": "Network Log Overview",
+        "background_color": "pink",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 2706021262645598,
+            "definition": {
+              "title": "Total Network Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area",
+                "yaxis": {
+                  "include_zero": true
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 3,
+              "height": 4
+            }
+          },
+          {
+            "id": 4701794583316034,
+            "definition": {
+              "title": "Network Events by Priority Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@priority",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 9,
+              "height": 4
+            }
+          },
+          {
+            "id": 3740196857749336,
+            "definition": {
+              "title": "Total Users",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "cardinality",
+                        "metric": "@usr.name"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 8501494248010598,
+            "definition": {
+              "title": "Total Connections Opened",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:98 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_green"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 3,
+              "y": 4,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 7749815108871318,
+            "definition": {
+              "title": "Total Connections Closed",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:537 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_red"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 4,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 6454531767644170,
+            "definition": {
+              "title": "Total DNS Rebind Attacks Blocked",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1099 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "black_on_light_red"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 9,
+              "y": 4,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 4508796143622880,
+            "definition": {
+              "title": "Total Bytes Sent",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "sum",
+                        "metric": "@bytes.sent"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @bytes.sent:* @gcat:6 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 7,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 1918310777919940,
+            "definition": {
+              "title": "Total Bytes Received",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "sum",
+                        "metric": "@bytes.received"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @bytes.received:* @gcat:6 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 3,
+              "y": 7,
+              "width": 3,
+              "height": 3
+            }
+          },
+          {
+            "id": 5577041863156784,
+            "definition": {
+              "title": "Events by Firewall Action",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@firewall.action",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 -@firewall.action:NA $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "sort": {
+                    "count": 500,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
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+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:205 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 3,
+              "y": 0,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 3323288934917084,
+            "definition": {
+              "title": "Total L2TP PPP Up",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:210 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 6,
+              "y": 0,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 7237355559651612,
+            "definition": {
+              "title": "Total L2TP PPP Down",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:211 $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 9,
+              "y": 0,
+              "width": 3,
+              "height": 2
+            }
+          },
+          {
+            "id": 8875454651292446,
+            "definition": {
+              "title": "L2TP Client Error Rate Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "message",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:(205 OR 207 OR 211 OR 212 OR 215 OR 217) $Username $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 7408790227359070,
+            "definition": {
+              "title": "L2TP Details",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "hide_incomplete_cost_data": true
+              },
+              "requests": [
+                {
+                  "response_format": "event_list",
+                  "query": {
+                    "data_source": "logs_stream",
+                    "query_string": "source:sonicwall-firewall @gcat:6 @message_id:(201 OR 202 (([204 TO 208] OR [210 TO 212] OR 215 OR 217))) $Priority $Username",
+                    "indexes": [],
+                    "storage": "hot",
+                    "sort": {
+                      "column": "host",
+                      "order": "asc"
+                    }
+                  },
+                  "columns": [
+                    {
+                      "field": "status_line",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "timestamp",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "host",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@group_category",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@message_id",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@priority",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@network.client.ip",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@network.destination.ip",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "message",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 79,
+        "width": 12,
+        "height": 12
+      }
+    },
+    {
+      "id": 5285226377982570,
+      "definition": {
+        "title": "DNS Details",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 280717929203222,
+            "definition": {
+              "title": "Total DNS Proxy Packet Send",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {
+                "hide_incomplete_cost_data": true
+              },
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1481 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 4946151417278448,
+            "definition": {
+              "title": "Total DNS Proxy Packet Received",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1482 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 4,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 770812064818576,
+            "definition": {
+              "title": "Total DNS Proxy Request Packet Dropped",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1486 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 8,
+              "y": 0,
+              "width": 4,
+              "height": 2
+            }
+          },
+          {
+            "id": 1210075182246724,
+            "definition": {
+              "title": "Send DNS Query Over TCP",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1536 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 1512530842469714,
+            "definition": {
+              "title": "Receive DNS Response Over TCP",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall @gcat:6 @message_id:1537 $Priority $Username"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 6,
+              "y": 2,
+              "width": 6,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 91,
+        "width": 12,
+        "height": 7
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    },
+    {
+      "name": "Username",
+      "prefix": "@usr.name",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_overview.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_overview.json
new file mode 100644
index 0000000000000..3fab729dcb504
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_overview.json
@@ -0,0 +1,2773 @@
+{
+  "title": "SonicWall Firewall - Overview",
+  "description": "This dashboard provides information about the Firewall Event logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 8458527877532824,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 5284002653708730,
+      "definition": {
+        "title": "Events Logs Overview",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 18076238485316,
+            "definition": {
+              "title": "Events Over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "horizontal",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "style": {
+                        "palette": "classic",
+                        "palette_index": 1
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 5377043751621836,
+            "definition": {
+              "title": "Total Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "logs",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "value": 0,
+                      "palette": "custom_bg",
+                      "custom_bg_color": "#dbdef5"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": true,
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 4,
+              "width": 6,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 8
+      }
+    },
+    {
+      "id": 1107075380441772,
+      "definition": {
+        "type": "note",
+        "content": "Gain comprehensive visibility into your organization's security and access activities by monitoring SonicWall Firewall Syslog Event logs with this dashboard. \n\nSonicWall Firewall Event logs consolidate all relevant details, actions, and outcomes into a single view, offering a detailed overview of security and access activities. They include information about each event, related systems and users, IP addresses, user activities, and authentication details. This helps security teams manage and track events from initiation to completion.\n\nFor more information, see the [SonicWall Firewall Integration Documentation](https://docs.datadoghq.com/integrations/https://docs.datadoghq.com/integrations/sonicwall_firewall)\n  \n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 6,
+        "height": 4
+      }
+    },
+    {
+      "id": 6567520681434358,
+      "definition": {
+        "title": "Total Network Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:6 $Status_Code $group_category $Protocol $Policy"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#dbdef5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "yaxis": {
+            "include_zero": true
+          },
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 3,
+        "height": 2
+      }
+    },
+    {
+      "id": 4325707377153974,
+      "definition": {
+        "title": "Total Firewall Settings Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall $Status_Code $group_category @gcat:5 $Protocol $Policy"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "custom_bg",
+                "custom_bg_color": "#dbdef5"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "yaxis": {
+            "include_zero": true
+          },
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 3,
+        "y": 0,
+        "width": 3,
+        "height": 2
+      }
+    },
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+                      "field": "message",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 67,
+              "width": 12,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 16,
+        "width": 12,
+        "height": 73
+      }
+    },
+    {
+      "id": 709709392822540,
+      "definition": {
+        "title": "Datadog Cloud SIEM",
+        "title_align": "center",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 2830819343474136,
+            "definition": {
+              "type": "note",
+              "content": "\nDatadog Cloud SIEM analyzes and correlates SonicWall Firewall Event logs to detect threats to your environment in real time. If you don't see any signals, make sure you've enabled [Datadog Cloud SIEM](/security?query=source%3Asonicwall-firewall). ",
+              "background_color": "vivid_blue",
+              "font_size": "14",
+              "text_align": "left",
+              "vertical_align": "center",
+              "show_tick": false,
+              "tick_pos": "50%",
+              "tick_edge": "left",
+              "has_padding": true
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 12,
+              "height": 1
+            }
+          },
+          {
+            "id": 5058159142468256,
+            "definition": {
+              "title": "CRITICALs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#bc303c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "status:critical source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 5137012693538520,
+            "definition": {
+              "title": "MEDIUMs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#e5a21c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "status:medium source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 2,
+              "y": 1,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 2608076811338498,
+            "definition": {
+              "title": "Critical Security Signals",
+              "type": "toplist",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#bc303c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@workflow.rule.name",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "status:critical source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "custom_links": [],
+              "style": {}
+            },
+            "layout": {
+              "x": 4,
+              "y": 1,
+              "width": 8,
+              "height": 4
+            }
+          },
+          {
+            "id": 1596600360112748,
+            "definition": {
+              "title": "HIGHs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#d33043",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "status:high source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 3,
+              "width": 2,
+              "height": 2
+            }
+          },
+          {
+            "id": 2042937019218648,
+            "definition": {
+              "title": "LOWs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#ffb52b",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "status:low source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 2,
+              "y": 3,
+              "width": 2,
+              "height": 1
+            }
+          },
+          {
+            "id": 8748609943471182,
+            "definition": {
+              "title": "INFOs",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#84c1e0",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [],
+                      "search": {
+                        "query": "status:info source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar"
+                }
+              ],
+              "autoscale": true,
+              "custom_links": [],
+              "precision": 2,
+              "timeseries_background": {
+                "yaxis": {
+                  "include_zero": true
+                },
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 2,
+              "y": 4,
+              "width": 2,
+              "height": 1
+            }
+          },
+          {
+            "id": 7820565410491022,
+            "definition": {
+              "title": "High Severity Security Signals",
+              "type": "toplist",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#d33043",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@workflow.rule.name",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "status:high source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "custom_links": [],
+              "style": {}
+            },
+            "layout": {
+              "x": 0,
+              "y": 5,
+              "width": 6,
+              "height": 4
+            }
+          },
+          {
+            "id": 3620809096696840,
+            "definition": {
+              "title": "Medium Severity Security Signals",
+              "type": "toplist",
+              "requests": [
+                {
+                  "conditional_formats": [
+                    {
+                      "comparator": ">",
+                      "custom_bg_color": "#e5a21c",
+                      "palette": "custom_bg",
+                      "value": 0
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "security_signals",
+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "@workflow.rule.name",
+                          "limit": 10,
+                          "sort": {
+                            "order": "desc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
+                        "query": "status:medium source:sonicwall-firewall $Status_Code $group_category $Protocol $Policy"
+                      }
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
+                    "count": 10,
+                    "order_by": [
+                      {
+                        "type": "formula",
+                        "index": 0,
+                        "order": "desc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "custom_links": [],
+              "style": {}
+            },
+            "layout": {
+              "x": 6,
+              "y": 5,
+              "width": 6,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 89,
+        "width": 12,
+        "height": 10
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Status_Code",
+      "prefix": "@http.status_code",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Protocol",
+      "prefix": "@protocol",
+      "available_values": [
+        "tcp",
+        "udp",
+        "igmp",
+        "icmp"
+      ],
+      "default": "*"
+    },
+    {
+      "name": "group_category",
+      "prefix": "@group_category",
+      "available_values": [],
+      "default": "*"
+    },
+    {
+      "name": "Policy",
+      "prefix": "@app.policy.type",
+      "available_values": [
+        "CFS",
+        "IPS Content",
+        "POP3",
+        "PolicyType2"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_security_services.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_security_services.json
new file mode 100644
index 0000000000000..217d734769289
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_security_services.json
@@ -0,0 +1,1079 @@
+{
+  "title": "SonicWall Firewall - Security Service",
+  "description": "This dashboard provides information about the Firewall Security Services logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 6535504050876004,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": false,
+        "has_border": true,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 4284048486660124,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- This dashboard provides insights on Security Services logs, including the various attacks detected and their source and destination IP addresses. It also includes information such as allowed and blocked websites.\n- SonicWall Security Services logs capture information about traffic that is monitored and controlled by various security services, such as content filtering, intrusion prevention, anti-virus scanning, and anti-spyware\n",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 1381691027019962,
+      "definition": {
+        "title": "Total Security Service Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 $Priority $Firewall_Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area",
+          "yaxis": {
+            "include_zero": true
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 3,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6527945236762030,
+      "definition": {
+        "title": "Total Possible Ports Scan Detected",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:82 $Priority $Firewall_Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "black_on_light_yellow"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 3,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 8993557729932950,
+      "definition": {
+        "title": "Total Probable Port Scan Detected",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:83 $Priority $Firewall_Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "conditional_formats": [
+              {
+                "comparator": ">",
+                "value": 0,
+                "palette": "black_on_light_yellow"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 3,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6644767187007360,
+      "definition": {
+        "title": "Security Events by Priority Over Time",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "auto",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@priority",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 $Priority $Firewall_Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "timeseries",
+            "style": {
+              "palette": "dog_classic",
+              "order_by": "values",
+              "line_type": "solid",
+              "line_width": "normal"
+            },
+            "display_type": "line"
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 6,
+        "width": 12,
+        "height": 4
+      }
+    },
+    {
+      "id": 7566162362439994,
+      "definition": {
+        "title": "Events by Security Attacks Detected",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "message",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
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+                "search": {
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+            },
+            "style": {
+              "palette": "datadog16"
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+          }
+        ],
+        "type": "sunburst",
+        "legend": {
+          "type": "table"
+        }
+      },
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+      }
+    },
+    {
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+      "definition": {
+        "title": "Top Blocked Websites",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
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+                "group_by": [
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+                ],
+                "search": {
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+                },
+                "storage": "hot"
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+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
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+          "palette": "dog_classic"
+        }
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+      "layout": {
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+        "y": 15,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 4729043920270580,
+      "definition": {
+        "title": "Top Allowed Websites",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
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+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:16 $Priority $Firewall_Action"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
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+              }
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+                  "index": 0,
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+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "dog_classic"
+        }
+      },
+      "layout": {
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+        "y": 15,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 1750795858930068,
+      "definition": {
+        "title": "Most Frequent Security Services Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
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+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
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+                },
+                "group_by": [
+                  {
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+                    "sort": {
+                      "order": "desc",
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+                  }
+                ],
+                "search": {
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+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
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+            "sort": {
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+                {
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+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
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+        "width": 6,
+        "height": 5
+      }
+    },
+    {
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+      "definition": {
+        "title": "Least Frequent Security Services Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
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+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "message",
+                    "limit": 10,
+                    "sort": {
+                      "order": "asc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "asc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 20,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 7281899269899724,
+      "definition": {
+        "title": "Top List of Source MAC",
+        "title_size": "16",
+        "title_align": "left",
+        "time": {
+          "hide_incomplete_cost_data": true
+        },
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@source.mac",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
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+              }
+            ],
+            "sort": {
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+              "order_by": [
+                {
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+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 25,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 1296984643058316,
+      "definition": {
+        "title": "Top List of Destination MAC",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
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+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@destination.mac",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 6,
+        "y": 25,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 5792870228854154,
+      "definition": {
+        "title": "Security Service Attack Table between Source and Destination IP Addresses",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.ip",
+                    "limit": 5,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  },
+                  {
+                    "facet": "@network.client.port",
+                    "limit": 5,
+                    "sort": {
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+                      "aggregation": "count"
+                    }
+                  },
+                  {
+                    "facet": "@network.destination.ip",
+                    "limit": 5,
+                    "sort": {
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+                      "aggregation": "count"
+                    }
+                  },
+                  {
+                    "facet": "@network.destination.port",
+                    "limit": 5,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  },
+                  {
+                    "facet": "message",
+                    "limit": 5,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:(22 OR 23 OR 27 OR [81 TO 83] OR [177 TO 179] OR 267 OR 606 OR [1373 TO 1376] OR 1387 OR 1471) $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
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+              "order_by": [
+                {
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+                  "index": 0,
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+                }
+              ]
+            },
+            "formulas": [
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+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
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+        "width": 12,
+        "height": 6
+      }
+    },
+    {
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+      "definition": {
+        "title": "Security Service Attack by Client Geo Location",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.client.geoip.country.iso_code",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:(22 OR 23 OR 27 OR [81 TO 83] OR [177 TO 179] OR 267 OR 606 OR [1373 TO 1376] OR 1387 OR 1471) $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 36,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 3429842839231692,
+      "definition": {
+        "title": "Security Service Attack by Destination Geo Location",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "geomap",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@network.destination.geoip.country.iso_code",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:3 @message_id:(22 OR 23 OR 27 OR [81 TO 83] OR [177 TO 179] OR 267 OR 606 OR [1373 TO 1376] OR 1387 OR 1471) $Firewall_Action $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 10,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "palette": "hostmap_blues",
+          "palette_flip": false
+        },
+        "view": {
+          "focus": "WORLD"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 41,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 3875683809058674,
+      "definition": {
+        "title": "Security Service Details",
+        "title_size": "16",
+        "title_align": "left",
+        "time": {
+          "hide_incomplete_cost_data": true
+        },
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:sonicwall-firewall @gcat:3 $Priority $Firewall_Action",
+              "indexes": [],
+              "storage": "hot",
+              "sort": {
+                "column": "host",
+                "order": "asc"
+              }
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "host",
+                "width": "auto"
+              },
+              {
+                "field": "@message_id",
+                "width": "auto"
+              },
+              {
+                "field": "@priority",
+                "width": "auto"
+              },
+              {
+                "field": "@network.client.ip",
+                "width": "auto"
+              },
+              {
+                "field": "@network.destination.ip",
+                "width": "auto"
+              },
+              {
+                "field": "@source.mac",
+                "width": "auto"
+              },
+              {
+                "field": "@destination.mac",
+                "width": "auto"
+              },
+              {
+                "field": "@Category",
+                "width": "auto"
+              },
+              {
+                "field": "message",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 46,
+        "width": 12,
+        "height": 5
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    },
+    {
+      "name": "Firewall_Action",
+      "prefix": "@firewall.action",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_user.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_user.json
new file mode 100644
index 0000000000000..8db9097fe811a
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_user.json
@@ -0,0 +1,1019 @@
+{
+  "title": "SonicWall Firewall - User",
+  "description": "This dashboard provides information about user logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 4833912692213916,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "contain",
+        "margin": "md",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6474031660100888,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- The Users Dashboard provides insights into user authentication activities across various access methods and monitoring of login attempts, failures, and overall authentication performance. \n- This dashboard helps administrators track and analyze user authentication patterns, troubleshoot authentication issues, and enhance security measures.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": false,
+        "tick_pos": "50%",
+        "tick_edge": "left",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 296455408136298,
+      "definition": {
+        "title": "Total User Events",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:4 $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "yaxis": {
+            "include_zero": true
+          },
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 8,
+        "y": 0,
+        "width": 4,
+        "height": 3
+      }
+    },
+    {
+      "id": 6611262893718014,
+      "definition": {
+        "title": "Total User Events by Priority Over Time",
+        "title_size": "16",
+        "title_align": "left",
+        "show_legend": true,
+        "legend_layout": "auto",
+        "legend_columns": [
+          "avg",
+          "min",
+          "max",
+          "value",
+          "sum"
+        ],
+        "type": "timeseries",
+        "requests": [
+          {
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@priority",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:4 $Priority"
+                },
+                "storage": "hot"
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+            ],
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+              "title_size": "16",
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+              },
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+                }
+              ],
+              "style": {
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+              "width": 6,
+              "height": 5
+            }
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+          {
+            "id": 333364453274582,
+            "definition": {
+              "title": "Top Locked Out Users",
+              "title_size": "16",
+              "title_align": "left",
+              "time": {},
+              "type": "toplist",
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+                {
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+              }
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+              "title_align": "left",
+              "type": "toplist",
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+                        {
+                          "facet": "message",
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+                            "order": "desc",
+                            "aggregation": "count"
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+                        }
+                      ],
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+                        "query": "source:sonicwall-firewall @gcat:4 $Priority"
+                      },
+                      "storage": "hot"
+                    }
+                  ],
+                  "response_format": "scalar",
+                  "formulas": [
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+                      "formula": "query1"
+                    }
+                  ],
+                  "sort": {
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+                      {
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+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 11,
+              "width": 6,
+              "height": 5
+            }
+          },
+          {
+            "id": 5395689473209424,
+            "definition": {
+              "title": "Least Frequent User Events",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "toplist",
+              "requests": [
+                {
+                  "queries": [
+                    {
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+                      "name": "query1",
+                      "indexes": [
+                        "*"
+                      ],
+                      "compute": {
+                        "aggregation": "count"
+                      },
+                      "group_by": [
+                        {
+                          "facet": "message",
+                          "limit": 10,
+                          "sort": {
+                            "order": "asc",
+                            "aggregation": "count"
+                          }
+                        }
+                      ],
+                      "search": {
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+                      },
+                      "storage": "hot"
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+                      {
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+                        "index": 0,
+                        "order": "asc"
+                      }
+                    ]
+                  }
+                }
+              ],
+              "style": {
+                "display": {
+                  "type": "stacked",
+                  "legend": "automatic"
+                }
+              }
+            },
+            "layout": {
+              "x": 6,
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+              "width": 6,
+              "height": 5
+            }
+          }
+        ]
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+        "width": 12,
+        "height": 17
+      }
+    },
+    {
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+      "definition": {
+        "title": "Total SSO Login Attempts",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_value",
+        "requests": [
+          {
+            "response_format": "scalar",
+            "queries": [
+              {
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+                "name": "query1",
+                "indexes": [
+                  "*"
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+                "compute": {
+                  "aggregation": "count"
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+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:4 @message_id:([988 TO 993] OR 1073 OR 1075 OR 1076 OR 1150 OR 1151 OR 1178 OR 1179) $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ]
+          }
+        ],
+        "autoscale": true,
+        "precision": 2,
+        "timeseries_background": {
+          "type": "area"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 4,
+        "height": 4
+      }
+    },
+    {
+      "id": 4329566253449940,
+      "definition": {
+        "title": "Top Users SSO Agent Authentication Failed",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "@usr.name",
+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:4 @message_id:([988 TO 993] OR 1073 OR 1075) $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
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+              "order_by": [
+                {
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+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 4,
+        "y": 0,
+        "width": 8,
+        "height": 4
+      }
+    },
+    {
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+      "definition": {
+        "title": "Top Reasons for SSO Agent Authentication Failure",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
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+                "name": "query1",
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+                "compute": {
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+                ],
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+                },
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+              }
+            ],
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+                {
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+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 4,
+        "width": 12,
+        "height": 6
+      }
+    },
+    {
+      "id": 2954186385177282,
+      "definition": {
+        "title": "Top Reasons for Radius Authentication Failure",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
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+                "group_by": [
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+                    "limit": 10,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
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+                },
+                "storage": "hot"
+              }
+            ],
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+            "formulas": [
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+            "sort": {
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+              "order_by": [
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+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          }
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 10,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 6790501955668312,
+      "definition": {
+        "title": "Top Reasons for Tacacs Authentication Failure",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "toplist",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "logs",
+                "name": "query1",
+                "indexes": [
+                  "*"
+                ],
+                "compute": {
+                  "aggregation": "count"
+                },
+                "group_by": [
+                  {
+                    "facet": "message",
+                    "limit": 5,
+                    "sort": {
+                      "order": "desc",
+                      "aggregation": "count"
+                    }
+                  }
+                ],
+                "search": {
+                  "query": "source:sonicwall-firewall @gcat:4 @message_id:[1552 TO 1556] $Priority"
+                },
+                "storage": "hot"
+              }
+            ],
+            "response_format": "scalar",
+            "formulas": [
+              {
+                "formula": "query1"
+              }
+            ],
+            "sort": {
+              "count": 5,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            }
+          }
+        ],
+        "style": {
+          "display": {
+            "type": "stacked",
+            "legend": "automatic"
+          },
+          "palette": "datadog16"
+        }
+      },
+      "layout": {
+        "x": 0,
+        "y": 15,
+        "width": 12,
+        "height": 5
+      }
+    },
+    {
+      "id": 3726871121306290,
+      "definition": {
+        "title": "User Details",
+        "title_size": "16",
+        "title_align": "left",
+        "requests": [
+          {
+            "response_format": "event_list",
+            "query": {
+              "data_source": "logs_stream",
+              "query_string": "source:sonicwall-firewall @usr.name:* @gcat:4 $Priority",
+              "indexes": [],
+              "storage": "hot",
+              "sort": {
+                "column": "host",
+                "order": "asc"
+              }
+            },
+            "columns": [
+              {
+                "field": "status_line",
+                "width": "auto"
+              },
+              {
+                "field": "timestamp",
+                "width": "auto"
+              },
+              {
+                "field": "host",
+                "width": "auto"
+              },
+              {
+                "field": "@usr.name",
+                "width": "auto"
+              },
+              {
+                "field": "@message_id",
+                "width": "auto"
+              },
+              {
+                "field": "@priority",
+                "width": "auto"
+              },
+              {
+                "field": "@network.client.ip",
+                "width": "auto"
+              },
+              {
+                "field": "@network.destination.ip",
+                "width": "auto"
+              },
+              {
+                "field": "message",
+                "width": "auto"
+              }
+            ]
+          }
+        ],
+        "type": "list_stream"
+      },
+      "layout": {
+        "x": 0,
+        "y": 20,
+        "width": 12,
+        "height": 5
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/dashboards/sonicwall_firewall_vpn.json b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_vpn.json
new file mode 100644
index 0000000000000..78756a2d4d323
--- /dev/null
+++ b/sonicwall_firewall/assets/dashboards/sonicwall_firewall_vpn.json
@@ -0,0 +1,1093 @@
+{
+  "title": "SonicWall Firewall - VPN",
+  "description": "This dashboard provides information about the VPN logs generated in SonicWall Firewall.",
+  "widgets": [
+    {
+      "id": 4833912692213916,
+      "definition": {
+        "type": "image",
+        "url": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "url_dark_theme": "https://securityaffairs.com/wp-content/uploads/2020/10/SonicWall.png",
+        "sizing": "cover",
+        "margin": "md",
+        "has_background": false,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 6474031660100888,
+      "definition": {
+        "type": "note",
+        "content": "## Overview\n- The VPN Dashboard monitors overall VPN performance.\n- VPN Overview tracks total connections, IPsec policy changes, event severity, and authentication failures.\n- L2TP Server Details tracks tunnel starts, disconnections, and server error rates for remote access stability.",
+        "background_color": "white",
+        "font_size": "14",
+        "text_align": "left",
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+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 0,
+              "y": 2,
+              "width": 12,
+              "height": 4
+            }
+          },
+          {
+            "id": 774993204945540,
+            "definition": {
+              "title": "L2TP Server Details",
+              "title_size": "16",
+              "title_align": "left",
+              "requests": [
+                {
+                  "response_format": "event_list",
+                  "query": {
+                    "data_source": "logs_stream",
+                    "query_string": "source:sonicwall-firewall @gcat:7 @message_id:(308 OR 309 OR 311 OR 312 OR 318 OR 319 OR [335 TO 338] OR 344 OR 603) $Priority",
+                    "indexes": [],
+                    "storage": "hot",
+                    "sort": {
+                      "column": "host",
+                      "order": "asc"
+                    }
+                  },
+                  "columns": [
+                    {
+                      "field": "status_line",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "timestamp",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "host",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@usr.name",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@group_category",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@message_id",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@priority",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@network.client.ip",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "@network.destination.ip",
+                      "width": "auto"
+                    },
+                    {
+                      "field": "message",
+                      "width": "auto"
+                    }
+                  ]
+                }
+              ],
+              "type": "list_stream"
+            },
+            "layout": {
+              "x": 0,
+              "y": 6,
+              "width": 12,
+              "height": 5
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 34,
+        "width": 12,
+        "height": 12
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Priority",
+      "prefix": "@priority",
+      "available_values": [
+        "Alert",
+        "Info",
+        "Notice",
+        "normal"
+      ],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/sonicwall_firewall/assets/logs/sonicwall-firewall.yaml b/sonicwall_firewall/assets/logs/sonicwall-firewall.yaml
new file mode 100644
index 0000000000000..32efb3427b6ee
--- /dev/null
+++ b/sonicwall_firewall/assets/logs/sonicwall-firewall.yaml
@@ -0,0 +1,1090 @@
+id: sonicwall-firewall
+metric_id: sonicwall-firewall
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: Status Code
+    path: http.status_code
+    source: log
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url_details.path
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination City Name
+    path: network.destination.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Code
+    path: network.destination.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Name
+    path: network.destination.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country ISO Code
+    path: network.destination.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country Name
+    path: network.destination.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision ISO Code
+    path: network.destination.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision Name
+    path: network.destination.geoip.subdivision.name
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Sonicwall Firewall
+  enabled: true
+  filter:
+    query: "source:sonicwall-firewall"
+  processors:
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall Logs
+      enabled: true
+      source: message
+      samples:
+        - Apr 27 19:29:07 10.10.10.10 id=firewall sn=0000A0AAAA00
+          time="2022-04-27 19:29:40" fw=10.10.10.10 pri=1 c=32 m=267 msg="TCP
+          Xmas Tree dropped" n=56 src=10.10.10.10:16345:X1 dst=10.10.10.10:81
+          srcMac=00:53:2a:7d:1d:35 dstMac=00:53:c5:ca:be:01 proto=tcp/81
+        - >
+          10.0.0.1  id=firewall sn=12345678 time="2022-03-09 05:29:32 UTC"
+          fw=10.10.10.10 pri=6 c=1024 gcat=2 m=97 msg="Web site hit"
+          srcMac=12:34:56:78:90:ab src=10.10.10.10:56502:X0 srcZone=Trusted
+          natSrc=10.10.10.10:15926 dstMac=ab:09:87:65:43:21 dst=10.10.10.10:80:X1
+          dstZone=Untrusted natDst=10.10.10.10:80 usr="Unknown (SSO failed)"
+          proto=tcp/http sent=510 rcvd=955 app=5147 op=1
+          dstname=ocsp.digicert.com arg=/abcd code=27 Category="Information
+          Technology/Computers" note="Policy: cfsZonePolicy0, Info: 6147 "
+          n=367895985 fw_action="NA" dpi=1
+        - >
+          <129> id=firewall sn=ZZZZZZZZZ time="2022-02-24 03:29:07"
+          fw=10.10.10.10 pri=1 c=32 m=609 msg="IPS Prevention Alert:
+          WEB-ATTACKS Apache Log4j2 JNDI Log Messages Remote Code Execution"
+          sid=2307 ipscat="WEB-ATTACKS Apache Log4j2 JNDI Log Messages Remote
+          Code Execution" ipspri=2 n=8158 src=10.10.10.10:54192:X20-V60
+          dst=:8080:X20-V68 dstV6=2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6
+          fw_action="drop"
+        - >
+          id=YYYYYY sn=XXXX time="2019-03-19 06:44:01 UTC" fw=10.10.10.10 pri=3 c=4
+          m=14 msg="Web site access denied" app=49177 appName="General HTTPS"
+          n=856789 src=10.10.10.10:59668:X0:nb020.example.com
+          dst=10.10.10.10:443:X1:example.com srcMac=00:53:ff:ff:99:c5
+          dstMac=00:53:66:66:99:99 proto=tcp/https dstname=example.com arg=/
+          code=49 Category="Freeware/Software Downloads"
+        - <134>  id=firewall sn=0040103D66B5 time="2024-09-23 05:38:11 UTC"
+          fw=10.10.10.10 pri=6 c=16 gcat=4 m=1334 usr="admin" msg="User "kavan"
+          is added into Group "SonicWALL Administrators"" n=30 fw_action="NA"
+      grok:
+        supportRules: _space %{regex("[\\s]*")}
+        matchRules: sonicwall_rule (<%{number:message_priority}> )?%{_space}(%{date("MMM
+          d HH:mm:ss"):date} )?(%{date("MMM  d HH:mm:ss"):date} )?(%{ip:ip}
+          )?%{greedyData::keyvalue("=","`~!#$%^&*()+{}\\[\\]|;'?<>:/\" ")}
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall destination
+      enabled: true
+      source: dst
+      samples:
+        - 10.10.10.10:80:X1:esdu.com
+        - 10.10.10.10:80:X1
+        - 10.10.10.10
+        - 10.10.10.10::X1:esdu.com
+        - :80:X1:esdu.com
+      grok:
+        supportRules: ""
+        matchRules: >-
+          destination_parser_rule_1
+          :(%{number:network.destination.port})?(:)?(%{word:destination.network_interface})?(:)?(%{hostname:destination.resolved_name})?
+
+          destination_parser_rule_2 (%{ip:network.destination.ip})?(:)?(%{number:network.destination.port})?(:)?(%{word:destination.network_interface})?(:)?(%{hostname:destination.resolved_name})?
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall source
+      enabled: true
+      source: src
+      samples:
+        - 10.10.10.10:80:X1:esdu.com
+        - 10.10.10.10:80:X1
+        - 10.10.10.10:80
+        - 10.10.10.10::X1:esdu.com
+        - ::X1:esdu.com
+      grok:
+        supportRules: ""
+        matchRules: >-
+          source_parser_rule_1
+          :(%{number:network.client.port})?(:)?(%{word:source.network_interface})?(:)?(%{hostname:source.resolved_name})?
+
+          source_parser_rule_2 (%{ip:network.client.ip})?(:)?(%{number:network.client.port})?(:)?(%{word:source.network_interface})?(:)?(%{hostname:source.resolved_name})?
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall nat source
+      enabled: true
+      source: natSrc
+      samples:
+        - 10.10.10.10:48245
+        - 10.10.10.10
+      grok:
+        supportRules: ""
+        matchRules: natscr_parser_rule %{ip:source.nat.ip}(:%{number:source.nat.port})?
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall nat destination
+      enabled: true
+      source: natDst
+      samples:
+        - 10.10.10.10
+        - 10.10.10.10:320
+      grok:
+        supportRules: ""
+        matchRules: natdst_parser_rule
+          %{ip:destination.nat.ip}(:%{number:destination.nat.port})?
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall protocol and service
+      enabled: true
+      source: proto
+      samples:
+        - tcp/http
+        - icmp
+        - ipv6-icmp
+        - udp/netbios-ns
+      grok:
+        supportRules: protocol_service_parser %{regex("[a-zA-Z0-9-]*")}
+        matchRules: proto_parser_rule
+          %{protocol_service_parser:protocol}(/%{protocol_service_parser:service})?
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall time
+      enabled: true
+      source: time
+      samples:
+        - 2024-09-11 06:30:00 UTC
+      grok:
+        supportRules: ""
+        matchRules: time_parser_rule %{date("yyyy-MM-dd HH:mm:ss z"):timestamp}
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: grok-parser
+      name: Parsing Sonicwall Firewall message
+      enabled: true
+      source: msg
+      samples:
+        - Assigned IP address 0.0.0.0 to MAC address 00:00:00:00:0C:0E
+        - SYN-Flooding machine %s blacklisted
+        - TCP-Flooding machine %s blacklisted
+        - Possible ARP attack from MAC address %s
+        - RST-Flooding machine %s blacklisted
+      grok:
+        supportRules: ""
+        matchRules: >-
+          message_parser_rule_1 Assigned IP address %{ip:ip_address} to MAC
+          address %{mac:MacAddress}
+
+          message_parser_rule_2 (TCP|SYN|RST|FIN)-Flooding machine %{greedyData:message_value} blacklisted
+
+          message_parser_rule_3 Possible ARP attack from MAC address %{greedyData:message_value}
+
+          message_parser_rule_4 Possible replay attack with this client IP - %{greedyData:message_value}
+    - type: attribute-remapper
+      name: Map `app` to `syslog_appid`
+      enabled: true
+      sources:
+        - app
+      sourceType: attribute
+      target: syslog_appid
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_polid` to `app.policy.id`
+      enabled: true
+      sources:
+        - af_polid
+      sourceType: attribute
+      target: app.policy.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_policy` to `app.policy.name`
+      enabled: true
+      sources:
+        - af_policy
+      sourceType: attribute
+      target: app.policy.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_type` to `app.policy.type`
+      enabled: true
+      sources:
+        - af_type
+      sourceType: attribute
+      target: app.policy.type
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_service` to `app.policy.service_name`
+      enabled: true
+      sources:
+        - af_service
+      sourceType: attribute
+      target: app.policy.service_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_action` to `app.policy.action`
+      enabled: true
+      sources:
+        - af_action
+      sourceType: attribute
+      target: app.policy.action
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `af_object` to `app.policy.object_name`
+      enabled: true
+      sources:
+        - af_object
+      sourceType: attribute
+      target: app.policy.object_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `ai` to `active_interface`
+      enabled: true
+      sources:
+        - ai
+      sourceType: attribute
+      target: active_interface
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `appcat` to `app.category`
+      enabled: true
+      sources:
+        - appcat
+      sourceType: attribute
+      target: app.category
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `bcastRx` to `broadcast.packet_recieved`
+      enabled: true
+      sources:
+        - bcastRx
+      sourceType: attribute
+      target: broadcast.packet_recieved
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `bcastTx` to `broadcast.packet_transmitted`
+      enabled: true
+      sources:
+        - bcastTx
+      sourceType: attribute
+      target: broadcast.packet_transmitted
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `bid` to `blade_id`
+      enabled: true
+      sources:
+        - bid
+      sourceType: attribute
+      target: blade_id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `bytesRx` to `interface_bytes.received`
+      enabled: true
+      sources:
+        - bytesRx
+      sourceType: attribute
+      target: interface_bytes.received
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `bytesTx` to `interface_bytes.transmitted`
+      enabled: true
+      sources:
+        - bytesTx
+      sourceType: attribute
+      target: interface_bytes.transmitted
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `c` to `message_category`
+      enabled: true
+      sources:
+        - c
+      sourceType: attribute
+      target: message_category
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: category-processor
+      name: Categorise Group Category
+      enabled: true
+      categories:
+        - filter:
+            query: "@gcat:1"
+          name: System
+        - filter:
+            query: "@gcat:2"
+          name: Log
+        - filter:
+            query: "@gcat:3"
+          name: Security Services
+        - filter:
+            query: "@gcat:4"
+          name: Users
+        - filter:
+            query: "@gcat:5"
+          name: Firewall Settings
+        - filter:
+            query: "@gcat:6"
+          name: Network
+        - filter:
+            query: "@gcat:7"
+          name: VPN
+        - filter:
+            query: "@gcat:8"
+          name: High Availability
+        - filter:
+            query: "@gcat:9"
+          name: 3G/4G, Modem, and Module
+        - filter:
+            query: "@gcat:10"
+          name: Firewall
+        - filter:
+            query: "@gcat:11"
+          name: Wireless
+        - filter:
+            query: "@gcat:12"
+          name: VoIP
+        - filter:
+            query: "@gcat:13"
+          name: SSL VPN
+        - filter:
+            query: "@gcat:14"
+          name: Anti-Spam
+        - filter:
+            query: "@gcat:15"
+          name: WAN Acceleration
+        - filter:
+            query: "@gcat:16"
+          name: SD-WAN
+        - filter:
+            query: "@gcat:17"
+          name: Multi-Tenancy
+      target: group_category
+    - type: category-processor
+      name: Categorise Priority
+      enabled: true
+      categories:
+        - filter:
+            query: "@pri:0"
+          name: Emergency
+        - filter:
+            query: "@pri:1"
+          name: Alert
+        - filter:
+            query: "@pri:2"
+          name: Critical
+        - filter:
+            query: "@pri:3"
+          name: Error
+        - filter:
+            query: "@pri:4"
+          name: Warning
+        - filter:
+            query: "@pri:5"
+          name: Notice
+        - filter:
+            query: "@pri:6"
+          name: Info
+        - filter:
+            query: "@pri:7"
+          name: Debug
+      target: priority
+    - type: status-remapper
+      name: Define `priority` as the official status of the log
+      enabled: true
+      sources:
+        - priority
+    - type: attribute-remapper
+      name: Map `pri` to `priority_level`
+      enabled: true
+      sources:
+        - pri
+      sourceType: attribute
+      target: priority_level
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `arg` to `http.url_details.path`
+      enabled: true
+      sources:
+        - arg
+      sourceType: attribute
+      target: http.url_details.path
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `result` to `http.status_code`
+      enabled: true
+      sources:
+        - result
+      sourceType: attribute
+      target: http.status_code
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `usr` to `usr.name`
+      enabled: true
+      sources:
+        - usr
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: Extracting Geo Location from Source IP Address
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: geo-ip-parser
+      name: Extracting Geo Location from Destination IP Address
+      enabled: true
+      sources:
+        - network.destination.ip
+      target: network.destination.geoip
+      ip_processing_behavior: do-nothing
+    - type: attribute-remapper
+      name: Map `catid` to `rule_category_id`
+      enabled: true
+      sources:
+        - catid
+      sourceType: attribute
+      target: rule_category_id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cdur` to `connection_duration`
+      enabled: true
+      sources:
+        - cdur
+      sourceType: attribute
+      target: connection_duration
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `change` to `firewall.last_config_change`
+      enabled: true
+      sources:
+        - change
+      sourceType: attribute
+      target: firewall.last_config_change
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `conns` to `connections`
+      enabled: true
+      sources:
+        - conns
+      sourceType: attribute
+      target: connections
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `contentObject` to `app.rule`
+      enabled: true
+      sources:
+        - contentObject
+      sourceType: attribute
+      target: app.rule
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dstMac` to `destination.mac`
+      enabled: true
+      sources:
+        - dstMac
+      sourceType: attribute
+      target: destination.mac
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dstV6` to `destination.ipv6`
+      enabled: true
+      sources:
+        - dstV6
+      sourceType: attribute
+      target: destination.ipv6
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dstZone` to `destination.zone`
+      enabled: true
+      sources:
+        - dstZone
+      sourceType: attribute
+      target: destination.zone
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dur` to `session_duration`
+      enabled: true
+      sources:
+        - dur
+      sourceType: attribute
+      target: session_duration
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dyn` to `dynamic`
+      enabled: true
+      sources:
+        - dyn
+      sourceType: attribute
+      target: dynamic
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `f` to `flow_type`
+      enabled: true
+      sources:
+        - f
+      sourceType: attribute
+      target: flow_type
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `filetxstatus` to `file_transmission_status`
+      enabled: true
+      sources:
+        - filetxstatus
+      sourceType: attribute
+      target: file_transmission_status
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `fw` to `firewall.WAN`
+      enabled: true
+      sources:
+        - fw
+      sourceType: attribute
+      target: firewall.WAN
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `fw_action` to `firewall.action`
+      enabled: true
+      sources:
+        - fw_action
+      sourceType: attribute
+      target: firewall.action
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `fwlan` to `firewall.LAN`
+      enabled: true
+      sources:
+        - fwlan
+      sourceType: attribute
+      target: firewall.LAN
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `goodRxBytes` to `sonicpoint.bytes_received`
+      enabled: true
+      sources:
+        - goodRxBytes
+      sourceType: attribute
+      target: sonicpoint.bytes_received
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `goodTxBytes` to `sonicpoint.bytes_transmitted`
+      enabled: true
+      sources:
+        - goodTxBytes
+      sourceType: attribute
+      target: sonicpoint.bytes_transmitted
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `i` to `firewall.gms_message_interval`
+      enabled: true
+      sources:
+        - i
+      sourceType: attribute
+      target: firewall.gms_message_interval
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `if` to `interface`
+      enabled: true
+      sources:
+        - if
+      sourceType: attribute
+      target: interface
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `ipscat` to `ips.category`
+      enabled: true
+      sources:
+        - ipscat
+      sourceType: attribute
+      target: ips.category
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `ipspri` to `ips.priority`
+      enabled: true
+      sources:
+        - ipspri
+      sourceType: attribute
+      target: ips.priority
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `lic` to `firewall.license_count`
+      enabled: true
+      sources:
+        - lic
+      sourceType: attribute
+      target: firewall.license_count
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `m` to `message_id`
+      enabled: true
+      sources:
+        - m
+      sourceType: attribute
+      target: message_id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `msg` to `message`
+      enabled: true
+      sources:
+        - msg
+      sourceType: attribute
+      target: message
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `n` to `event.count`
+      enabled: true
+      sources:
+        - n
+      sourceType: attribute
+      target: event.count
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `natDstV6` to `destination.nat.ipv6`
+      enabled: true
+      sources:
+        - natDstV6
+      sourceType: attribute
+      target: destination.nat.ipv6
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `natSrcV6` to `source.nat.ipv6`
+      enabled: true
+      sources:
+        - natSrcV6
+      sourceType: attribute
+      target: source.nat.ipv6
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `op` to `http_operation_code`
+      enabled: true
+      sources:
+        - op
+      sourceType: attribute
+      target: http_operation_code
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `pt` to `firewall.port`
+      enabled: true
+      sources:
+        - pt
+      sourceType: attribute
+      target: firewall.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `rcptTo` to `mailTo`
+      enabled: true
+      sources:
+        - rcptTo
+      sourceType: attribute
+      target: mailTo
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `rcvd` to `bytes.received`
+      enabled: true
+      sources:
+        - rcvd
+      sourceType: attribute
+      target: bytes.received
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `rpkt` to `packets.received`
+      enabled: true
+      sources:
+        - rpkt
+      sourceType: attribute
+      target: packets.received
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sent` to `bytes.sent`
+      enabled: true
+      sources:
+        - sent
+      sourceType: attribute
+      target: bytes.sent
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sess` to `session_type`
+      enabled: true
+      sources:
+        - sess
+      sourceType: attribute
+      target: session_type
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sid` to `signature_id`
+      enabled: true
+      sources:
+        - sid
+      sourceType: attribute
+      target: signature_id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sn` to `device_serial_number`
+      enabled: true
+      sources:
+        - sn
+      sourceType: attribute
+      target: device_serial_number
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `spkt` to `packets.sent`
+      enabled: true
+      sources:
+        - spkt
+      sourceType: attribute
+      target: packets.sent
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `spycat` to `antispyware.category`
+      enabled: true
+      sources:
+        - spycat
+      sourceType: attribute
+      target: antispyware.category
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `spypri` to `antispyware.priority`
+      enabled: true
+      sources:
+        - spypri
+      sourceType: attribute
+      target: antispyware.priority
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `srcMac` to `source.mac`
+      enabled: true
+      sources:
+        - srcMac
+      sourceType: attribute
+      target: source.mac
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `srcZone` to `source.zone`
+      enabled: true
+      sources:
+        - srcZone
+      sourceType: attribute
+      target: source.zone
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `type` to `icmp_type`
+      enabled: true
+      sources:
+        - type
+      sourceType: attribute
+      target: icmp_type
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `ucastRx` to `unicast.packets_received`
+      enabled: true
+      sources:
+        - ucastRx
+      sourceType: attribute
+      target: unicast.packets_received
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `ucastTx` to `unicast.packets_transmitted`
+      enabled: true
+      sources:
+        - ucastTx
+      sourceType: attribute
+      target: unicast.packets_transmitted
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `vpnpolicy` to `source.vpn_policy`
+      enabled: true
+      sources:
+        - vpnpolicy
+      sourceType: attribute
+      target: source.vpn_policy
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `vpnpolicyDst` to `destination.vpn_policy`
+      enabled: true
+      sources:
+        - vpnpolicyDst
+      sourceType: attribute
+      target: destination.vpn_policy
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dstname` to `destination.hostname`
+      enabled: true
+      sources:
+        - dstname
+      sourceType: attribute
+      target: destination.hostname
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: category-processor
+      name: Categorise DHCP message
+      enabled: true
+      categories:
+        - filter:
+            query: "@message_id:99"
+          name: DHCPC Retransmit Discover
+        - filter:
+            query: "@message_id:100"
+          name: DHCPC Retransmit Request
+        - filter:
+            query: "@message_id:101"
+          name: DHCPC Retransmit Request Renew
+        - filter:
+            query: "@message_id:102"
+          name: DHCPC Retransmit Request Rebind
+        - filter:
+            query: "@message_id:103"
+          name: DHCPC Retransmit Request Reboot
+        - filter:
+            query: "@message_id:104"
+          name: DHCPC Retransmit Request Verify
+        - filter:
+            query: "@message_id:105"
+          name: DHCPC Discover
+        - filter:
+            query: "@message_id:106"
+          name: DHCPC No Offer
+        - filter:
+            query: "@message_id:107"
+          name: DHCPC Offer Receive
+        - filter:
+            query: "@message_id:108"
+          name: DHCPC Selecting
+        - filter:
+            query: "@message_id:109"
+          name: DHCPC Request Failed
+        - filter:
+            query: "@message_id:110"
+          name: DHCPC Request NAK
+        - filter:
+            query: "@message_id:111"
+          name: DHCPC Request ACK
+        - filter:
+            query: "@message_id:112"
+          name: DHCPC Request Decline
+        - filter:
+            query: "@message_id:113"
+          name: DHCPC Bound Rebind
+        - filter:
+            query: "@message_id:114"
+          name: DHCPC Bound Renew
+        - filter:
+            query: "@message_id:115"
+          name: DHCPC Request Renew
+        - filter:
+            query: "@message_id:116"
+          name: DHCPC Request Rebind
+        - filter:
+            query: "@message_id:117"
+          name: DHCPC Request Reboot
+        - filter:
+            query: "@message_id:118"
+          name: DHCPC Request Verify
+        - filter:
+            query: "@message_id:119"
+          name: DHCPC Verify Initiation Failed
+        - filter:
+            query: "@message_id:121"
+          name: DHCPC Get New IP
+        - filter:
+            query: "@message_id:122"
+          name: DHCPC Send Release
+        - filter:
+            query: "@message_id:588"
+          name: Offer Error
+        - filter:
+            query: "@message_id:589"
+          name: Request Response Error
+      target: message_type
+    - type: message-remapper
+      name: Define `message` as the official message of the log
+      enabled: true
+      sources:
+        - message
diff --git a/sonicwall_firewall/assets/logs/sonicwall-firewall_tests.yaml b/sonicwall_firewall/assets/logs/sonicwall-firewall_tests.yaml
new file mode 100644
index 0000000000000..e71e99993bfab
--- /dev/null
+++ b/sonicwall_firewall/assets/logs/sonicwall-firewall_tests.yaml
@@ -0,0 +1,623 @@
+id: "sonicwall-firewall"
+tests:
+  - 
+    sample: "<134>  id=firewall sn=0040103060B5 time=\"2024-09-02 13:11:35 UTC\"
+      fw=10.10.10.10 pri=6 c=16 gcat=2 m=1382 src=10.10.10.10:51692
+      dst=10.10.10.10:443:X1 usr=\"admin\" sess=\"API\" msg=\"Configuration
+      succeeded:  'peActObjLogCustomRPObj' , User_Test, changed to [Global]\"
+      n=207 fw_action=\"NA\" uuid=\"00000000-0000-0002-3200-0040103d66b5\"
+      auditId=185 tranxId=29 userMode=\"Full\" auditTime=\"06:11:35 Sep 02
+      2024\" grpName=\"groupPeActionObject\" grpIndex=\"User_Test\"
+      oldValue=\"\" newValue=\"Global\""
+    result:
+      custom:
+        auditId: 185
+        auditTime: "06:11:35 Sep 02 2024"
+        destination:
+          network_interface: "X1"
+        device_serial_number: "0040103060B5"
+        dst: "10.10.10.10:443:X1"
+        event:
+          count: 207
+        firewall:
+          WAN: "10.10.10.10"
+          action: "NA"
+        gcat: 2
+        group_category: "Log"
+        grpIndex: "User_Test"
+        grpName: "groupPeActionObject"
+        id: "firewall"
+        message_category: 16
+        message_id: 1382
+        message_priority: 134.0
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 51692.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 443.0
+        newValue: "Global"
+        priority: "Info"
+        priority_level: 6
+        session_type: "API"
+        src: "10.10.10.10:51692"
+        time: "2024-09-02 13:11:35 UTC"
+        timestamp: 1725282695000
+        tranxId: 29
+        userMode: "Full"
+        usr:
+          name: "admin"
+        uuid: "00000000-0000-0002-3200-0040103d66b5"
+      message: "Configuration succeeded:  'peActObjLogCustomRPObj' , User_Test, changed to [Global]"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1725282695000
+  - 
+    sample: '<133>  id=firewall sn=0019206645 time="2024-09-03 10:42:36 UTC"
+      fw=10.10.10.10 pri=5 c=4 gcat=3 m=16 srcMac=00:50:56:81:3c:9e
+      src=10.40.1.245:65025:X0 natSrc=10.10.10.10:62448 dstMac=a8:46:9d:23:d2:7a
+      dst=10.10.10.10:443:X1 natDst=10.10.10.10:443 proto=tcp/https sent=354
+      rcvd=52 rule="User_Securtiy_Profile" app=11
+      dstname=settings-win.data.microsoft.com arg=/ code=15 Category="Business
+      and Economy" msg="Web site access allowed" note="Host:
+      settings-win.data.microsoft.com, Command: Other HTTP Command Policy: N/A,
+      Info: 6404 " n=40199 fw_action="forward" dpi=0'
+    result:
+      custom:
+        Category: "Business and Economy"
+        bytes:
+          received: 52
+          sent: 354
+        code: 15
+        destination:
+          hostname: "settings-win.data.microsoft.com"
+          mac: "a8:46:9d:23:d2:7a"
+          nat:
+            ip: "10.10.10.10"
+            port: 443.0
+          network_interface: "X1"
+        device_serial_number: "0019206645"
+        dpi: 0
+        dst: "10.10.10.10:443:X1"
+        event:
+          count: 40199
+        firewall:
+          WAN: "10.10.10.10"
+          action: "forward"
+        gcat: 3
+        group_category: "Security Services"
+        http:
+          url_details:
+            path: "/"
+        id: "firewall"
+        message_category: 4
+        message_id: 16
+        message_priority: 133.0
+        natDst: "10.10.10.10:443"
+        natSrc: "10.10.10.10:62448"
+        network:
+          client:
+            geoip: {}
+            ip: "10.40.1.245"
+            port: 65025.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 443.0
+        note: "Host: settings-win.data.microsoft.com, Command: Other HTTP Command Policy: N/A, Info: 6404"
+        priority: "Notice"
+        priority_level: 5
+        proto: "tcp/https"
+        protocol: "tcp"
+        rule: "User_Securtiy_Profile"
+        service: "https"
+        source:
+          mac: "00:50:56:81:3c:9e"
+          nat:
+            ip: "10.10.10.10"
+            port: 62448.0
+          network_interface: "X0"
+        src: "10.40.1.245:65025:X0"
+        syslog_appid: 11
+        time: "2024-09-03 10:42:36 UTC"
+        timestamp: 1725360156000
+      message: "Web site access allowed"
+      status: "notice"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1725360156000
+  - 
+   sample: "10.10.10.10 id=firewall sn=12345678 time=\"2022-03-11 14:17:52 UTC\" fw=10.10.10.10 pri=6 c=1024 gcat=2 m=97 srcMac=12:34:56:78:90:ab src=10.10.10.10:41856:X0 srcZone=Trusted natSrc=10.10.10.10:8689 dstMac=ab:09:87:65:43:21 dst=10.10.10.10:443:X1 dstZone=Untrusted natDst=10.10.10.10:443 usr=\"Unknown (SSO failed)\" proto=tcp/https sent=104 rcvd=230 rule=\"15 (LAN->WAN)\" app=5 af_polid=4 ipscat=N/A appcat=\"PROXY-ACCESS\" appid=2900 dstname=10.10.10.10 arg=/ code=64 Category=\"Not Rated\" note=\"Policy: cfsZonePolicy0, Info: 6148 \" n=2520325 fw_action=\"NA\" dpi=1 op=0 msg=\"Web site hit\""
+   result:
+    custom:
+      Category: "Not Rated"
+      app:
+        category: "PROXY-ACCESS"
+        policy:
+          id: 4
+      appid: 2900
+      bytes:
+        received: 230
+        sent: 104
+      code: 64
+      destination:
+        hostname: "10.10.10.10"
+        mac: "ab:09:87:65:43:21"
+        nat:
+          ip: "10.10.10.10"
+          port: 443.0
+        network_interface: "X1"
+        zone: "Untrusted"
+      device_serial_number: 12345678
+      dpi: 1
+      dst: "10.10.10.10:443:X1"
+      event:
+        count: 2520325
+      firewall:
+        WAN: "10.10.10.10"
+        action: "NA"
+      gcat: 2
+      group_category: "Log"
+      http:
+        url_details:
+          path: "/"
+      http_operation_code: 0
+      id: "firewall"
+      ip: "10.10.10.10"
+      ips:
+        category: "N/A"
+      message_category: 1024
+      message_id: 97
+      natDst: "10.10.10.10:443"
+      natSrc: "10.10.10.10:8689"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+          port: 41856.0
+        destination:
+          geoip: {}
+          ip: "10.10.10.10"
+          port: 443.0
+      note: "Policy: cfsZonePolicy0, Info: 6148"
+      priority: "Info"
+      priority_level: 6
+      proto: "tcp/https"
+      protocol: "tcp"
+      rule: "15 (LAN->WAN)"
+      service: "https"
+      source:
+        mac: "12:34:56:78:90:ab"
+        nat:
+          ip: "10.10.10.10"
+          port: 8689.0
+        network_interface: "X0"
+        zone: "Trusted"
+      src: "10.10.10.10:41856:X0"
+      syslog_appid: 5
+      time: "2022-03-11 14:17:52 UTC"
+      timestamp: 1647008272000
+      usr:
+        name: "Unknown (SSO failed)"
+    message: "Web site hit"
+    status: "info"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1647008272000
+  - 
+    sample: <134>  id=firewall sn=004018281E114 time="2022-05-16 15:22:26 UTC"
+      fw=10.10.10.10 pri=6 c=1024 m=537 msg="Connection Closed" app=12
+      sess="Web" n=795 usr="admin" src=10.10.10.10:65055:X1
+      dst=10.10.10.10:443:X1 srcMac=16:20:55:81:11:30 proto=tcp/https sent=1930
+      rcvd=1545 spkt=11 rpkt=7 dpi=0 cdur=2133 rule="Default Access Rule"
+      fw_action="NA"
+    result:
+      custom:
+        bytes:
+          received: 1545
+          sent: 1930
+        connection_duration: 2133
+        destination:
+          network_interface: "X1"
+        device_serial_number: "004018281E114"
+        dpi: 0
+        dst: "10.10.10.10:443:X1"
+        event:
+          count: 795
+        firewall:
+          WAN: "10.10.10.10"
+          action: "NA"
+        id: "firewall"
+        message_category: 1024
+        message_id: 537
+        message_priority: 134.0
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 65055.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 443.0
+        packets:
+          received: 7
+          sent: 11
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/https"
+        protocol: "tcp"
+        rule: "Default Access Rule"
+        service: "https"
+        session_type: "Web"
+        source:
+          mac: "16:20:55:81:11:30"
+          network_interface: "X1"
+        src: "10.10.10.10:65055:X1"
+        syslog_appid: 12
+        time: "2022-05-16 15:22:26 UTC"
+        timestamp: 1652714546000
+        usr:
+          name: "admin"
+      message: "Connection Closed"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1652714546000
+  - 
+    sample: "Jan  3 13:45:51 10.10.10.10 id=firewall sn=000SERIAL time=\"2007-01-03 14:48:22\" fw=10.10.10.10 pri=6 c=262144 m=98 msg=\"Connection Opened\" n=23427 src=:28503:WAN:SOURCEHOST srcV6=2a52:cf50:add:4002:91f2:a9b2:e09a:6fc6 dst=::LAN:DSTHOST proto=tcp/dns dstV6=::1"
+    result:
+      custom:
+        date: 31758351000
+        destination:
+          ipv6: "::1"
+          network_interface: "LAN"
+          resolved_name: "DSTHOST"
+        device_serial_number: "000SERIAL"
+        dst: "::LAN:DSTHOST"
+        event:
+          count: 23427
+        firewall:
+          WAN: "10.10.10.10"
+        id: "firewall"
+        ip: "10.10.10.10"
+        message_category: 262144
+        message_id: 98
+        network:
+          client:
+            port: 28503.0
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/dns"
+        protocol: "tcp"
+        service: "dns"
+        source:
+          network_interface: "WAN"
+          resolved_name: "SOURCEHOST"
+        src: ":28503:WAN:SOURCEHOST"
+        srcV6: "2a52:cf50:add:4002:91f2:a9b2:e09a:6fc6"
+        time: "2007-01-03 14:48:22"
+      message: "Connection Opened"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: Apr 27 10:32:18 10.10.10.10 id=firewall sn=0000TSAA00 time="2022-04-27
+      10:32:51" fw=10.10.10.10 pri=6 c=16 m=998 msg="GUI administration session
+      ended" sess="Web" dur=510 n=11 usr="admin" src=10.10.10.10::X0
+      dst=10.10.10.10:4444:X0 proto=tcp/4444 note="admin"
+    result:
+      custom:
+        date: 41596338000
+        destination:
+          network_interface: "X0"
+        device_serial_number: "0000TSAA00"
+        dst: "10.10.10.10:4444:X0"
+        event:
+          count: 11
+        firewall:
+          WAN: "10.10.10.10"
+        id: "firewall"
+        ip: "10.10.10.10"
+        message_category: 16
+        message_id: 998
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 4444.0
+        note: "admin"
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/4444"
+        protocol: "tcp"
+        service: "4444"
+        session_duration: 510
+        session_type: "Web"
+        source:
+          network_interface: "X0"
+        src: "10.10.10.10::X0"
+        time: "2022-04-27 10:32:51"
+        usr:
+          name: "admin"
+      message: "GUI administration session ended"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: <134>  id=firewall sn=02003DE21 time="2022-05-16 08:19:21"
+      fw=10.10.10.10 pri=6 c=0 gcat=6 m=1235 srcMac=00:09:c1:dd:4f:d4
+      src=10.10.10.10:54606:X1 srcZone=Untrusted natSrcV6=not_an_IP
+      dstMac=00:20:d5:30:f9:d9 dst=10.10.10.10:80:X1 dstZone=Untrusted
+      natDstV6=not_an_IP proto=tcp/http sent=52 app=9 msg="Web site hit" note="stack traffic
+      always trusted" n=153 fw_action="forward"
+    result:
+      custom:
+        bytes:
+          sent: 52
+        destination:
+          mac: "00:20:d5:30:f9:d9"
+          nat:
+            ipv6: "not_an_IP"
+          network_interface: "X1"
+          zone: "Untrusted"
+        device_serial_number: "02003DE21"
+        dst: "10.10.10.10:80:X1"
+        event:
+          count: 153
+        firewall:
+          WAN: "10.10.10.10"
+          action: "forward"
+        gcat: 6
+        group_category: "Network"
+        id: "firewall"
+        message_category: 0
+        message_id: 1235
+        message_priority: 134.0
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 54606.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 80.0
+        note: "stack traffic always trusted"
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/http"
+        protocol: "tcp"
+        service: "http"
+        source:
+          mac: "00:09:c1:dd:4f:d4"
+          nat:
+            ipv6: "not_an_IP"
+          network_interface: "X1"
+          zone: "Untrusted"
+        src: "10.10.10.10:54606:X1"
+        syslog_appid: 9
+        time: "2022-05-16 08:19:21"
+      message: "Web site hit"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: '<129> id=firewall sn=ZZZZZZZZZ time="2022-02-24 03:29:07"
+      fw=10.10.10.10 pri=1 c=32 m=609 msg="IPS Prevention Alert: WEB-ATTACKS
+      Apache Log4j2 JNDI Log Messages Remote Code Execution" sid=2307
+      ipscat="WEB-ATTACKS Apache Log4j2 JNDI Log Messages Remote Code Execution"
+      ipspri=2 n=8158 src=10.10.10.10:54192:X20-V60 dst=:8080:X20-V68
+      dstV6=2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6 fw_action="drop"'
+    result:
+      custom:
+        destination:
+          ipv6: "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+          resolved_name: "X20-V68"
+        device_serial_number: "ZZZZZZZZZ"
+        dst: ":8080:X20-V68"
+        event:
+          count: 8158
+        firewall:
+          WAN: "10.10.10.10"
+          action: "drop"
+        id: "firewall"
+        ips:
+          category: "WEB-ATTACKS Apache Log4j2 JNDI Log Messages Remote Code Execution"
+          priority: 2
+        message_category: 32
+        message_id: 609
+        message_priority: 129.0
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 54192.0
+          destination:
+            port: 8080.0
+        priority: "Alert"
+        priority_level: 1
+        signature_id: 2307
+        source:
+          resolved_name: "X20-V60"
+        src: "10.10.10.10:54192:X20-V60"
+        time: "2022-02-24 03:29:07"
+      message: "IPS Prevention Alert: WEB-ATTACKS Apache Log4j2 JNDI Log Messages Remote Code Execution"
+      status: "alert"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: "Jan  3 13:45:43 10.10.10.10 id=firewall sn=000SERIAL time=\"2007-01-03 14:48:14\" fw=10.10.10.10 pri=5 c=256 m=38 msg=\"ICMP packet dropped\" n=22070 src=10.10.10.10:1026:WAN dst=10.10.10.10:6822:WAN  type=3 code=3"
+    result:
+      custom:
+        code: 3
+        date: 31758343000
+        destination:
+          network_interface: "WAN"
+        device_serial_number: "000SERIAL"
+        dst: "10.10.10.10:6822:WAN"
+        event:
+          count: 22070
+        firewall:
+          WAN: "10.10.10.10"
+        icmp_type: 3
+        id: "firewall"
+        ip: "10.10.10.10"
+        message_category: 256
+        message_id: 38
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 1026.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 6822.0
+        priority: "Notice"
+        priority_level: 5
+        source:
+          network_interface: "WAN"
+        src: "10.10.10.10:1026:WAN"
+        time: "2007-01-03 14:48:14"
+      message: "ICMP packet dropped"
+      status: "notice"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: "Jan  3 13:45:39 10.10.10.10 id=firewall sn=000SERIAL time=\"2007-01-03 14:48:10\" fw=10.10.10.10 pri=6 c=1024 m=537 msg=\"Connection Closed\"n=567999 src=10.10.10.10:4280:LAN dst=10.10.10.10:41850:WAN proto=tcp/41850 sent=386026 rcvd=454118 vpnpolicy=\"name\""
+    result:
+      custom:
+        Closed"n: 567999
+        bytes:
+          received: 454118
+          sent: 386026
+        date: 31758339000
+        destination:
+          network_interface: "WAN"
+        device_serial_number: "000SERIAL"
+        dst: "10.10.10.10:41850:WAN"
+        firewall:
+          WAN: "10.10.10.10"
+        id: "firewall"
+        ip: "10.10.10.10"
+        message_category: 1024
+        message_id: 537
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 4280.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 41850.0
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/41850"
+        protocol: "tcp"
+        service: "41850"
+        source:
+          network_interface: "LAN"
+          vpn_policy: "name"
+        src: "10.10.10.10:4280:LAN"
+        time: "2007-01-03 14:48:10"
+      message: "\"Connection"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
+  - 
+    sample: "Jan  3 13:45:39 10.10.10.10 id=firewall sn=000SERIAL time=\"2007-01-03 14:48:10\" fw=10.10.10.10 pri=6 c=1024 m=537 msg=\"Connection Closed\" n=567999 src=10.10.10.10:4280:LAN dst=10.10.10.10:41850:WAN proto=tcp/41850 sent=386026 rcvd=454118 vpnpolicy=\"name\" af_policy=0 af_type=0 af_service=0 af_action=\"NA\" af_object=0 ai=0 bcastRx=0 bcastTx=0 bid=0 bytesRx=0 bytesTx=0 catid=0 change=0 conns=0 contentObject=0 dyn=0 f=0 filetxstatus=0 fwlan=0 goodRxBytes=0 goodTxBytes=0 i=0 if=0 lic=0 pt=0 rcptTo=\"NA\" spycat=0 spypri=0 ucastRx=0 ucastTx=0 vpnpolicyDst=0"
+    result:
+      custom:
+        active_interface: 0
+        antispyware:
+          category: 0
+          priority: 0
+        app:
+          policy:
+            action: "NA"
+            name: 0
+            object_name: 0
+            service_name: 0
+            type: 0
+          rule: 0
+        blade_id: 0
+        broadcast:
+          packet_recieved: 0
+          packet_transmitted: 0
+        bytes:
+          received: 454118
+          sent: 386026
+        connections: 0
+        date: 31758339000
+        destination:
+          network_interface: "WAN"
+          vpn_policy: 0
+        device_serial_number: "000SERIAL"
+        dst: "10.10.10.10:41850:WAN"
+        dynamic: 0
+        event:
+          count: 567999
+        file_transmission_status: 0
+        firewall:
+          LAN: 0
+          WAN: "10.10.10.10"
+          gms_message_interval: 0
+          last_config_change: 0
+          license_count: 0
+          port: 0
+        flow_type: 0
+        id: "firewall"
+        interface: 0
+        interface_bytes:
+          received: 0
+          transmitted: 0
+        ip: "10.10.10.10"
+        mailTo: "NA"
+        message_category: 1024
+        message_id: 537
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 4280.0
+          destination:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: 41850.0
+        priority: "Info"
+        priority_level: 6
+        proto: "tcp/41850"
+        protocol: "tcp"
+        rule_category_id: 0
+        service: "41850"
+        sonicpoint:
+          bytes_received: 0
+          bytes_transmitted: 0
+        source:
+          network_interface: "LAN"
+          vpn_policy: "name"
+        src: "10.10.10.10:4280:LAN"
+        time: "2007-01-03 14:48:10"
+        unicast:
+          packets_received: 0
+          packets_transmitted: 0
+      message: "Connection Closed"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1
diff --git a/sonicwall_firewall/assets/service_checks.json b/sonicwall_firewall/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/sonicwall_firewall/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/sonicwall_firewall/assets/sonicwall_firewall.svg b/sonicwall_firewall/assets/sonicwall_firewall.svg
new file mode 100644
index 0000000000000..ef5093a5b0d40
--- /dev/null
+++ b/sonicwall_firewall/assets/sonicwall_firewall.svg
@@ -0,0 +1,32 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg version="1.1" xmlns="http://www.w3.org/2000/svg" width="288" height="175">
+<path d="M0 0 C95.04 0 190.08 0 288 0 C288 57.75 288 115.5 288 175 C192.96 175 97.92 175 0 175 C0 117.25 0 59.5 0 0 Z " fill="#FEFEFE" transform="translate(0,0)"/>
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diff --git a/sonicwall_firewall/datadog_checks/__init__.py b/sonicwall_firewall/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/sonicwall_firewall/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/sonicwall_firewall/datadog_checks/sonicwall_firewall/__about__.py b/sonicwall_firewall/datadog_checks/sonicwall_firewall/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/sonicwall_firewall/datadog_checks/sonicwall_firewall/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/sonicwall_firewall/datadog_checks/sonicwall_firewall/__init__.py b/sonicwall_firewall/datadog_checks/sonicwall_firewall/__init__.py
new file mode 100644
index 0000000000000..e3e1909cdf383
--- /dev/null
+++ b/sonicwall_firewall/datadog_checks/sonicwall_firewall/__init__.py
@@ -0,0 +1,6 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+
+__all__ = ['__version__']
diff --git a/sonicwall_firewall/datadog_checks/sonicwall_firewall/data/conf.yaml.example b/sonicwall_firewall/datadog_checks/sonicwall_firewall/data/conf.yaml.example
new file mode 100644
index 0000000000000..1b7c476a4b1a2
--- /dev/null
+++ b/sonicwall_firewall/datadog_checks/sonicwall_firewall/data/conf.yaml.example
@@ -0,0 +1,19 @@
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: udp
+#     port: <port>
+#     source: sonicwall-firewall
diff --git a/sonicwall_firewall/images/sonicwall_firewall_and_firewall_settings.png b/sonicwall_firewall/images/sonicwall_firewall_and_firewall_settings.png
new file mode 100644
index 0000000000000..e1043a4a4e4e5
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_and_firewall_settings.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_anti_spam.png b/sonicwall_firewall/images/sonicwall_firewall_anti_spam.png
new file mode 100644
index 0000000000000..f17b48e7bd642
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_anti_spam.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_network.png b/sonicwall_firewall/images/sonicwall_firewall_network.png
new file mode 100644
index 0000000000000..c2e38179d05f5
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_network.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_overview.png b/sonicwall_firewall/images/sonicwall_firewall_overview.png
new file mode 100644
index 0000000000000..95ba477e841a7
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_overview.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_security_services.png b/sonicwall_firewall/images/sonicwall_firewall_security_services.png
new file mode 100644
index 0000000000000..9860dac49571e
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_security_services.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_user.png b/sonicwall_firewall/images/sonicwall_firewall_user.png
new file mode 100644
index 0000000000000..b67ca38453ff9
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_user.png differ
diff --git a/sonicwall_firewall/images/sonicwall_firewall_vpn.png b/sonicwall_firewall/images/sonicwall_firewall_vpn.png
new file mode 100644
index 0000000000000..de001a11c6e0e
Binary files /dev/null and b/sonicwall_firewall/images/sonicwall_firewall_vpn.png differ
diff --git a/sonicwall_firewall/manifest.json b/sonicwall_firewall/manifest.json
new file mode 100644
index 0000000000000..01e7f6e581bcf
--- /dev/null
+++ b/sonicwall_firewall/manifest.json
@@ -0,0 +1,94 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "f29dd27d-2c3b-46f0-a872-7e0d861aff54",
+  "app_id": "sonicwall-firewall",
+  "display_on_public_website": true,
+  "tile": {
+      "overview": "README.md#Overview",
+      "configuration": "README.md#Setup",
+      "support": "README.md#Support",
+      "changelog": "CHANGELOG.md",
+      "description": "Gain Insights into Sonicwall Firewall logs.",
+      "title": "Sonicwall Firewall",
+      "media": [
+        {
+          "caption": "Sonicwall Firewall - Overview",
+          "image_url": "images/sonicwall_firewall_overview.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - Network",
+          "image_url": "images/sonicwall_firewall_network.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - Security Services",
+          "image_url": "images/sonicwall_firewall_security_services.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - User",
+          "image_url": "images/sonicwall_firewall_user.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - VPN",
+          "image_url": "images/sonicwall_firewall_vpn.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - Anti-Spam",
+          "image_url": "images/sonicwall_firewall_anti_spam.png",
+          "media_type": "image"
+        },
+        {
+          "caption": "Sonicwall Firewall - Firewall & Firewall Settings",
+          "image_url": "images/sonicwall_firewall_and_firewall_settings.png",
+          "media_type": "image"
+        }
+      ],
+      "classifier_tags": [
+        "Supported OS::Linux",
+        "Supported OS::Windows",
+        "Supported OS::macOS",
+        "Category::Log Collection",
+        "Category::Security",
+        "Offering::Integration",
+        "Submitted Data Type::Logs"
+      ]
+    },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 27315184,
+      "source_type_name": "Sonicwall Firewall",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Sonicwall Firewall - Overview": "assets/dashboards/sonicwall_firewall_overview.json",
+      "Sonicwall Firewall - Network": "assets/dashboards/sonicwall_firewall_network.json",
+      "Sonicwall Firewall - Security Services": "assets/dashboards/sonicwall_firewall_security_services.json",
+      "Sonicwall Firewall - Anti Spam": "assets/dashboards/sonicwall_firewall_anti_spam.json",
+      "Sonicwall Firewall - User": "assets/dashboards/sonicwall_firewall_user.json",
+      "Sonicwall Firewall - VPN": "assets/dashboards/sonicwall_firewall_vpn.json",
+      "Sonicwall Firewall and Firewall Settings": "assets/dashboards/sonicwall_firewall_and_firewall_settings.json"
+    },
+    "logs": {
+      "source":"sonicwall-firewall"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/sonicwall_firewall/pyproject.toml b/sonicwall_firewall/pyproject.toml
new file mode 100644
index 0000000000000..d07ece4e422e9
--- /dev/null
+++ b/sonicwall_firewall/pyproject.toml
@@ -0,0 +1,59 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-sonicwall-firewall"
+description = "The sonicwall_firewall check"
+readme = "README.md"
+license = "BSD-3-Clause"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "sonicwall_firewall",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=4.2.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/sonicwall_firewall/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/sonicwall_firewall",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/sophos_central_cloud/README.md b/sophos_central_cloud/README.md
index c76d02423ee0e..7fa8bbc873b50 100644
--- a/sophos_central_cloud/README.md
+++ b/sophos_central_cloud/README.md
@@ -1,4 +1,4 @@
-# Sophos Central Cloud Integration for Datadog
+# Sophos Central Cloud
 
 ## Overview
 
@@ -6,44 +6,38 @@
 
 This integration ingests the following logs:
 
-* Alerts
-  * Sophos Alert refers to a notification or warning generated by Sophos Central Cloud in response to a security event or potential threat. Alerts are triggered based on predefined security policies, detection rules, or anomalous activities identified by the Sophos Central Cloud.
-* Events
-  * Sophos Event refers to a specific occurrence that is detected and recorded by Sophos Central Cloud. Events can include various security-related activities such as malware detection, unauthorized access attempts, system vulnerabilities, and other security events.
+- Alert: Represents a notification or warning generated by Sophos Central Cloud in response to a security event or potential threat. Alerts are triggered based on predefined security policies, detection rules, or anomalous activities identified by the Sophos Central Cloud.
+- Event: Represents a specific occurrence that is detected and recorded by Sophos Central Cloud. Events can include various security-related activities such as malware detection, unauthorized access attempts, system vulnerabilities, and other security events.
 
 The Sophos Central Cloud integration seamlessly collects all the above listed logs, channeling them into Datadog for analysis. Leveraging the built-in logs pipeline, these logs are parsed and enriched, enabling effortless search and analysis. The integration provides insight into alerts and events through the out-of-the-box dashboards. Additionally, the integration enriches corresponding endpoint details along with alert and event logs through the **get_endpoint_details** flag.
 
 ## Setup
 
-### Configuration
+### Generate API credentials in Sophos Central Cloud
 
-#### Sophos Central Cloud Configuration
-
-1. Login to [**Sophos Central Platform**][2] with your credentials.
+1. Log into your [**Sophos Central account**][2].
 2. From Sophos Central Admin, go to **My Products** > **General Settings** > **API Credentials Management**.
 3. Click **Add Credential**.
-4. Provide a credential name, select the appropriate role, add an optional description, and click the **Add** button. The **API credential Summary** for this credential is displayed.
+4. Provide a credential name, select the appropriate role, add an optional description, and click the **Add** button. The API credential summary page with the client ID is displayed.
 5. Click **Show Client Secret** to display the **Client Secret**.
-6. Copy the **Client ID** and **Client Secret**.
 
-#### Sophos Central Cloud DataDog Integration Configuration
+### Connect your Sophos Central Cloud account to Datadog
 
-Configure the Datadog endpoint to forward Sophos Central Cloud events as logs to Datadog.
+1. Add your Sophos Central Cloud credentials.
 
-1. Navigate to `Sophos Central Cloud`.
-2. Add your Sophos Central Cloud credentials.
+    | Parameters | Description                                                                                     |
+    | ------------------------------- | -------------------------------------------------------------------------- |
+    | Client ID                       | The client ID from Sophos Central Cloud.                                   |
+    | Client Secret                   | The client secret from Sophos Central Cloud.                               |
+    | Get Endpoint Details            | Keep the default value of "true" to collect endpoint details for Sophos Central Cloud Alert and Event Logs. Otherwise, set to "false".                 |
 
-| Sophos Central Cloud Parameters | Description                                                                |
-| ------------------------------- | -------------------------------------------------------------------------- |
-| Client ID                       | The Client ID from Sophos Central Cloud.                                         |
-| Client Secret                   | The Client Secret from Sophos Central Cloud.                                     |
-| Get Endpoint Details            | Set to "true" to collect endpoint details for Sophos Central Cloud Alert and Event Logs, otherwise set to "false". Default is "true".                 |
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
 ### Logs
 
-The integration collects and forwards Sophos Central Cloud Alert and Event logs to Datadog.
+The integration collects and forwards Sophos Central Cloud alert and event logs to Datadog.
 
 ### Metrics
 
@@ -55,7 +49,7 @@ The Sophos Central Cloud integration does not include any events.
 
 ## Support
 
-For further assistance, contact [Datadog Support][3].
+Need help? Contact [Datadog Support][3].
 
 [1]: https://www.sophos.com/en-us/products/sophos-central
 [2]: https://cloud.sophos.com/manage/login
diff --git a/sophos_central_cloud/assets/dashboards/sophos_central_cloud_alerts.json b/sophos_central_cloud/assets/dashboards/sophos_central_cloud_alerts.json
index c9505754abb4a..3d6be1a33b427 100644
--- a/sophos_central_cloud/assets/dashboards/sophos_central_cloud_alerts.json
+++ b/sophos_central_cloud/assets/dashboards/sophos_central_cloud_alerts.json
@@ -1,5 +1,5 @@
 {
-    "title": "Sophos Central Clould - Alerts",
+    "title": "Sophos Central Cloud - Alerts",
     "description": "This dashboard provides information about the Alerts generated by Sophos Central Cloud.",
     "widgets": [
         {
diff --git a/sophos_central_cloud/images/sophos_central_cloud_alerts.png b/sophos_central_cloud/images/sophos_central_cloud_alerts.png
index ef0411ce8a893..39abdef1815cd 100644
Binary files a/sophos_central_cloud/images/sophos_central_cloud_alerts.png and b/sophos_central_cloud/images/sophos_central_cloud_alerts.png differ
diff --git a/sophos_central_cloud/manifest.json b/sophos_central_cloud/manifest.json
index a15b9b3b1325f..c5563bf28c8ee 100644
--- a/sophos_central_cloud/manifest.json
+++ b/sophos_central_cloud/manifest.json
@@ -2,14 +2,14 @@
   "manifest_version": "2.0.0",
   "app_uuid": "7293cd88-ceda-4094-94cd-09851f203f0e",
   "app_id": "sophos-central-cloud",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
     "support": "README.md#Support",
     "changelog": "CHANGELOG.md",
     "description": "Gain insights into Sophos Central Cloud alert and event logs.",
-    "title": "sophos-central-cloud",
+    "title": "Sophos Central Cloud",
     "media": [
       {
         "caption": "Sophos Central Cloud - Alerts",
diff --git a/spark/CHANGELOG.md b/spark/CHANGELOG.md
index 3d16287a547fc..1e857c299aa86 100644
--- a/spark/CHANGELOG.md
+++ b/spark/CHANGELOG.md
@@ -2,12 +2,32 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.1.0 / 2024-10-31 / Agent 7.60.0
+
+***Added***:
+
+* Add configuration option to disable `stage_id` tag on `spark.job` metrics and disable `spark.stage` metrics ([#18791](https://github.com/DataDog/integrations-core/pull/18791))
+
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/spark/assets/configuration/spec.yaml b/spark/assets/configuration/spec.yaml
index 75a70db32510b..fa4cc8dbeb6ad 100644
--- a/spark/assets/configuration/spec.yaml
+++ b/spark/assets/configuration/spec.yaml
@@ -121,6 +121,20 @@ files:
           type: boolean
           display_default: false
           example: true
+      - name: disable_spark_job_stage_tags
+        description: |
+          Enable to stop submitting the tag `stage_id` for Spark jobs.
+        value:
+          type: boolean
+          display_default: false
+          example: true
+      - name: disable_spark_stage_metrics
+        description: |
+          Enable to stop collecting Spark stage metrics.
+        value:
+          type: boolean
+          display_default: false
+          example: true
       - template: instances/http
         overrides:
           auth_token.description: |
diff --git a/spark/changelog.d/18207.added b/spark/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/spark/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/spark/changelog.d/18580.removed b/spark/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/spark/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/spark/changelog.d/18617.fixed b/spark/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/spark/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/spark/datadog_checks/spark/__about__.py b/spark/datadog_checks/spark/__about__.py
index d2601db5d5cc0..a706a084f2482 100644
--- a/spark/datadog_checks/spark/__about__.py
+++ b/spark/datadog_checks/spark/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.1.0'
diff --git a/spark/datadog_checks/spark/config_models/defaults.py b/spark/datadog_checks/spark/config_models/defaults.py
index 564cd45b1722c..78e9f3d6de6b7 100644
--- a/spark/datadog_checks/spark/config_models/defaults.py
+++ b/spark/datadog_checks/spark/config_models/defaults.py
@@ -32,6 +32,14 @@ def instance_disable_legacy_cluster_tag():
     return False
 
 
+def instance_disable_spark_job_stage_tags():
+    return False
+
+
+def instance_disable_spark_stage_metrics():
+    return False
+
+
 def instance_empty_default_hostname():
     return False
 
diff --git a/spark/datadog_checks/spark/config_models/instance.py b/spark/datadog_checks/spark/config_models/instance.py
index 7ce704b0707df..6f199124f0428 100644
--- a/spark/datadog_checks/spark/config_models/instance.py
+++ b/spark/datadog_checks/spark/config_models/instance.py
@@ -64,6 +64,8 @@ class InstanceConfig(BaseModel):
     connect_timeout: Optional[float] = None
     disable_generic_tags: Optional[bool] = None
     disable_legacy_cluster_tag: Optional[bool] = None
+    disable_spark_job_stage_tags: Optional[bool] = None
+    disable_spark_stage_metrics: Optional[bool] = None
     empty_default_hostname: Optional[bool] = None
     enable_query_name_tag: Optional[bool] = None
     executor_level_metrics: Optional[bool] = None
diff --git a/spark/datadog_checks/spark/data/conf.yaml.example b/spark/datadog_checks/spark/data/conf.yaml.example
index c6d0c20093669..dcb6fbe15b266 100644
--- a/spark/datadog_checks/spark/data/conf.yaml.example
+++ b/spark/datadog_checks/spark/data/conf.yaml.example
@@ -145,6 +145,16 @@ instances:
     #
     # enable_query_name_tag: true
 
+    ## @param disable_spark_job_stage_tags - boolean - optional - default: false
+    ## Enable to stop submitting the tag `stage_id` for Spark jobs.
+    #
+    # disable_spark_job_stage_tags: true
+
+    ## @param disable_spark_stage_metrics - boolean - optional - default: false
+    ## Enable to stop collecting Spark stage metrics.
+    #
+    # disable_spark_stage_metrics: true
+
     ## @param proxy - mapping - optional
     ## This overrides the `proxy` setting in `init_config`.
     ##
diff --git a/spark/datadog_checks/spark/spark.py b/spark/datadog_checks/spark/spark.py
index cce92c87b2e41..49270e6af450c 100644
--- a/spark/datadog_checks/spark/spark.py
+++ b/spark/datadog_checks/spark/spark.py
@@ -73,6 +73,8 @@ def __init__(self, name, init_config, instances):
         self.metricsservlet_path = self.instance.get('metricsservlet_path', '/metrics/json')
 
         self._enable_query_name_tag = is_affirmative(self.instance.get('enable_query_name_tag', False))
+        self._disable_spark_job_stage_tags = is_affirmative(self.instance.get('disable_spark_job_stage_tags', False))
+        self._disable_spark_stage_metrics = is_affirmative(self.instance.get('disable_spark_stage_metrics', False))
 
         # Get the cluster name from the instance configuration
         self.cluster_name = self.instance.get('cluster_name')
@@ -97,8 +99,9 @@ def check(self, _):
         # Get the job metrics
         self._spark_job_metrics(spark_apps, tags)
 
-        # Get the stage metrics
-        self._spark_stage_metrics(spark_apps, tags)
+        if not self._disable_spark_stage_metrics:
+            # Get the stage metrics
+            self._spark_stage_metrics(spark_apps, tags)
 
         # Get the executor metrics
         self._spark_executor_metrics(spark_apps, tags)
@@ -412,8 +415,9 @@ def _spark_job_metrics(self, running_apps, addl_tags):
                 if job_id is not None:
                     tags.append('job_id:{}'.format(job_id))
 
-                for stage_id in job.get('stageIds', []):
-                    tags.append('stage_id:{}'.format(stage_id))
+                if not self._disable_spark_job_stage_tags:
+                    for stage_id in job.get('stageIds', []):
+                        tags.append('stage_id:{}'.format(stage_id))
 
                 self._set_metrics_from_json(tags, job, SPARK_JOB_METRICS)
                 self._set_metric('spark.job.count', COUNT, 1, tags)
diff --git a/spark/tests/docker/docker-compose.yaml b/spark/tests/docker/docker-compose.yaml
index c3a5a4ae4af9b..ec26dbbbbc6b8 100644
--- a/spark/tests/docker/docker-compose.yaml
+++ b/spark/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 # Adapted from https://github.com/big-data-europe/docker-spark/tree/master/template
 services:
   spark-master:
@@ -65,4 +63,4 @@ services:
     ports:
       - "9999:9999"
     environment:
-      - PYTHONUNBUFFERED=1
\ No newline at end of file
+      - PYTHONUNBUFFERED=1
diff --git a/spark/tests/test_spark.py b/spark/tests/test_spark.py
index 37b06d8906d3a..9610c01e397a6 100644
--- a/spark/tests/test_spark.py
+++ b/spark/tests/test_spark.py
@@ -361,6 +361,15 @@ def proxy_with_warning_page_mock(url, *args, **kwargs):
     'executor_level_metrics': True,
 }
 
+STANDALONE_CONFIG_STAGE_DISABLED = {
+    'spark_url': 'http://localhost:8080',
+    'cluster_name': CLUSTER_NAME,
+    'spark_cluster_mode': 'spark_standalone_mode',
+    'executor_level_metrics': True,
+    'disable_spark_stage_metrics': True,
+    'disable_spark_job_stage_tags': True,
+}
+
 STANDALONE_CONFIG_PRE_20 = {
     'spark_url': 'http://localhost:8080',
     'cluster_name': CLUSTER_NAME,
@@ -412,6 +421,11 @@ def proxy_with_warning_page_mock(url, *args, **kwargs):
     'stage_id:1',
 ] + COMMON_TAGS
 
+SPARK_JOB_RUNNING_NO_STAGE_METRIC_TAGS = [
+    'status:running',
+    'job_id:0',
+] + COMMON_TAGS
+
 SPARK_JOB_SUCCEEDED_METRIC_VALUES = {
     'spark.job.count': 3,
     'spark.job.num_tasks': 1000,
@@ -432,6 +446,11 @@ def proxy_with_warning_page_mock(url, *args, **kwargs):
     'stage_id:1',
 ] + COMMON_TAGS
 
+SPARK_JOB_SUCCEEDED_NO_STAGE_METRIC_TAGS = [
+    'status:succeeded',
+    'job_id:0',
+] + COMMON_TAGS
+
 SPARK_STAGE_RUNNING_METRIC_VALUES = {
     'spark.stage.count': 3,
     'spark.stage.num_active_tasks': 3 * 3,
@@ -919,6 +938,54 @@ def test_standalone_unit(aggregator, dd_run_check):
         aggregator.assert_metrics_using_metadata(get_metadata_metrics())
 
 
+@pytest.mark.unit
+def test_standalone_stage_disabled_unit(aggregator, dd_run_check):
+    with mock.patch('requests.get', standalone_requests_get_mock):
+        c = SparkCheck('spark', {}, [STANDALONE_CONFIG_STAGE_DISABLED])
+        dd_run_check(c)
+
+        _assert(
+            aggregator,
+            [
+                # Check the running job metrics
+                (SPARK_JOB_RUNNING_METRIC_VALUES, SPARK_JOB_RUNNING_NO_STAGE_METRIC_TAGS),
+                # Check the running job metrics
+                (SPARK_JOB_RUNNING_METRIC_VALUES, SPARK_JOB_RUNNING_NO_STAGE_METRIC_TAGS),
+                # Check the succeeded job metrics
+                (SPARK_JOB_SUCCEEDED_METRIC_VALUES, SPARK_JOB_SUCCEEDED_NO_STAGE_METRIC_TAGS),
+                # Check the driver metrics
+                (SPARK_DRIVER_METRIC_VALUES, COMMON_TAGS),
+                # Check the optional driver metrics
+                (SPARK_DRIVER_OPTIONAL_METRIC_VALUES, COMMON_TAGS),
+                # Check the executor level metrics
+                (SPARK_EXECUTOR_LEVEL_METRIC_VALUES, SPARK_EXECUTOR_LEVEL_METRIC_TAGS),
+                # Check the optional executor level metrics
+                (SPARK_EXECUTOR_LEVEL_OPTIONAL_PROCESS_TREE_METRIC_VALUES, SPARK_EXECUTOR_LEVEL_METRIC_TAGS),
+                # Check the executor metrics
+                (SPARK_EXECUTOR_METRIC_VALUES, COMMON_TAGS),
+                # Check the optional summary executor metrics
+                (SPARK_EXECUTOR_OPTIONAL_METRIC_VALUES, COMMON_TAGS),
+                # Check the RDD metrics
+                (SPARK_RDD_METRIC_VALUES, COMMON_TAGS),
+                # Check the streaming statistics metrics
+                (SPARK_STREAMING_STATISTICS_METRIC_VALUES, COMMON_TAGS),
+                # Check the structured streaming metrics
+                (SPARK_STRUCTURED_STREAMING_METRIC_VALUES, COMMON_TAGS),
+            ],
+        )
+        # Check the service tests
+        for sc in aggregator.service_checks(STANDALONE_SERVICE_CHECK):
+            assert sc.status == SparkCheck.OK
+            assert sc.tags == ['url:http://localhost:8080'] + CLUSTER_TAGS
+        for sc in aggregator.service_checks(SPARK_SERVICE_CHECK):
+            assert sc.status == SparkCheck.OK
+            assert sc.tags == ['url:http://localhost:4040'] + CLUSTER_TAGS
+
+        # Assert coverage for this check on this instance
+        aggregator.assert_all_metrics_covered()
+        aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+
+
 @pytest.mark.unit
 def test_standalone_unit_with_proxy_warning_page(aggregator, dd_run_check):
     c = SparkCheck('spark', {}, [STANDALONE_CONFIG])
diff --git a/sqlserver/CHANGELOG.md b/sqlserver/CHANGELOG.md
index d7f4963d6d1e7..43f88407d0385 100644
--- a/sqlserver/CHANGELOG.md
+++ b/sqlserver/CHANGELOG.md
@@ -2,6 +2,106 @@
 
 <!-- towncrier release notes start -->
 
+## 21.0.0 / 2024-12-26
+
+***Changed***:
+
+* Fall back to ``system_health/event_file`` when querying deadlocks if `datadog` XE session wasn't created. ([#19189](https://github.com/DataDog/integrations-core/pull/19189))
+
+***Added***:
+
+* Update configuration structure and allow configuration of all database metrics ([#19111](https://github.com/DataDog/integrations-core/pull/19111))
+* Send schema name as part of index usage metrics ([#19266](https://github.com/DataDog/integrations-core/pull/19266))
+* Add schema tag to db_fragmentation metrics for sqlserver ([#19277](https://github.com/DataDog/integrations-core/pull/19277))
+
+## 20.2.0 / 2024-11-28
+
+***Added***:
+
+* Submit database_hostname with database instance and metrics for MySQL, Postgres, and SQLServer ([#18969](https://github.com/DataDog/integrations-core/pull/18969))
+* Add lookback_window config parameter to query_metrics.
+
+  The current lookback window defaults to 2 times the collection interval, and is not able to be overridden.
+  This means that infrequently-run queries are unlikely to have metrics captured for them. One common
+  use case that falls into this bucket is ETL queries which can run hourly or even daily. These have
+  a very small chance of having metrics captured for them. In that case, we will support setting a lookback
+  window that will include such queries. ([#18979](https://github.com/DataDog/integrations-core/pull/18979))
+* Add config option `azure.aggregate_sql_databases` to report multiple azure sql databases as one database host. This is an opted in feature and is disabled by default. ([#19032](https://github.com/DataDog/integrations-core/pull/19032))
+
+***Fixed***:
+
+* Fix missing appended SQL comments. ([#18958](https://github.com/DataDog/integrations-core/pull/18958))
+* Fix `azure_sql_server_database` resource tag to use Azure SQL Database `{fully_qualified_doman_name}/{database_name}`. ([#19014](https://github.com/DataDog/integrations-core/pull/19014))
+* Update SQLServer agent jobs metrics to be DBM only. ([#19033](https://github.com/DataDog/integrations-core/pull/19033))
+* Fix duplicate deadlock events ([#19139](https://github.com/DataDog/integrations-core/pull/19139))
+* Fix poor query signature correlation for deadlocks. ([#19142](https://github.com/DataDog/integrations-core/pull/19142))
+
+## 20.1.1 / 2024-11-25 / Agent 7.60.0
+
+***Fixed***:
+
+* Use alternative schema collection query for sqlserver 2016 and older due to STRING_AGG not being supported until SQLServer 2017 ([#19110](https://github.com/DataDog/integrations-core/pull/19110))
+
+## 20.1.0 / 2024-10-31
+
+***Added***:
+
+* Add `service` configured in integration init_config or instance config to the DBM events payload. The configured `service` will be converted to tag `service:<SERVICE>` and applied to query metrics, query samples and explain plans. ([#18846](https://github.com/DataDog/integrations-core/pull/18846))
+* Add extended events (XE) session monitoring ([#18875](https://github.com/DataDog/integrations-core/pull/18875))
+* Migrate following dynamic metrics to database_metrics for better maintainability and testability.
+  - SQLServer AlwaysOn metrics
+  - SQLServer FCI metrics
+  - SQLServer file stats metrics
+  - SQLServer primary log shipping metrics
+  - SQLServer secondary log shipping metrics
+  - SQLServer server state metrics
+  - SQLServer tempdb file space usage metrics
+  - SQLServer index usage metrics
+  - SQLServer database index fragmentation metrics
+  - SQLServer os tasks metrics
+  - SQLServer master files metrics
+  - SQLServer database files metrics
+  - SQLServer database stats metrics
+  - SQLServer database backup metrics
+  - SQLServer os schedulers metrics
+  - SQLServer database replication stats metrics
+  - SQLServer availability replicas metrics
+  - SQLServer availability groups metrics
+  Increase database backup metrics and index fragmentation metrics collection interval to 5 minutes. ([#18883](https://github.com/DataDog/integrations-core/pull/18883))
+
+***Fixed***:
+
+* Prevent hostname evaluating to None in sqlserver check ([#18237](https://github.com/DataDog/integrations-core/pull/18237))
+* Update sqlserver metric collection row_key to prevent overwriting metric information for two queries with the same query_plan_hash but part of two different stored procedures. ([#18882](https://github.com/DataDog/integrations-core/pull/18882))
+
+## 20.0.0 / 2024-10-10 / Agent 7.59.0
+
+***Changed***:
+
+* Use ``datadog`` XE session as the default for deadlock monitoring. Fall back to ``system_health`` if unavailable. ([#18781](https://github.com/DataDog/integrations-core/pull/18781))
+
+## 19.0.0 / 2024-10-04
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Added***:
+
+* Added deadlock collection feature to the SQL Server integration. ([#18108](https://github.com/DataDog/integrations-core/pull/18108))
+* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+* Add the `propagate_agent_tags` setting. When set to `true`, the tags from the agent host are added to the check's tag for all instances. ([#18557](https://github.com/DataDog/integrations-core/pull/18557))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 18.0.1 / 2024-10-08 / Agent 7.58.0
+
+***Fixed***:
+
+* Updated SQL Server Agent job query for completed jobs, significantly reducing query times for large job history logs ([#18760](https://github.com/DataDog/integrations-core/pull/18760))
+
 ## 18.0.0 / 2024-10-01
 
 ***Changed***:
@@ -10,6 +110,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Bump lxml version for py3.12 E2E tests ([#18637](https://github.com/DataDog/integrations-core/pull/18637))
 
 ***Fixed***:
diff --git a/sqlserver/assets/configuration/spec.yaml b/sqlserver/assets/configuration/spec.yaml
index 83817e6c1f253..f0250160041cd 100644
--- a/sqlserver/assets/configuration/spec.yaml
+++ b/sqlserver/assets/configuration/spec.yaml
@@ -129,14 +129,274 @@ files:
         type: boolean
         example: false
         display_default: true
-    - name: include_ao_metrics
+    - name: database_metrics
       description: |
-        Include AlwaysOn availability group metrics.
-      value:
-        type: boolean
-        example: false
+        Configure the collection of database metrics
+      options:
+        - name: ao_metrics
+          description: |
+            Configure collection of AlwaysOn availability group metrics.
+
+            Set `ao_metrics.enabled` to true to enable collection of AlwaysOn metrics. Defaults to false.
+
+            When `ao_metrics.enabled` is True, use `ao_metrics.availability_group` to specify the 
+            resource group id of a specific availability group that you would like to monitor. 
+            If no availability group is specified, then we will collect AlwaysOn metrics for all 
+            availability groups on the current replica.
+
+            Primary replicas may emit metrics for remote secondary replicas
+            in the same availability group. If `ao_metrics.only_emit_local` is set to true,
+            the primary replica will only emit information local to itself.
+
+            If `ao_metrics.ao_database` is set, AlwaysOn metrics are only emitted for the selected `ao_database`.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+            - name: availability_group
+              type: string
+            - name: only_emit_local
+              type: boolean
+              example: false
+            - name: ao_database
+              type: string
+        - name: db_backup_metrics
+          description: |
+            Configure collection of database backup metrics.
+
+            Set `db_backup_metrics.enabled` to true to enable collection of database backup metrics. Defaults to true.
+
+            Use `db_backup_metrics.collection_interval` to set the interval (in seconds) for the collection of 
+            database backup metrics. Defaults to 300 seconds (5 minutes). If you intend on updating this value,
+            it is strongly recommended to use a consistent value throughout all SQL Server agent deployments.
+          hidden: true
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+            - name: collection_interval
+              type: integer
+              example: 300
+              display_default: 300
+        - name: db_files_metrics
+          description: |
+            Configure collection of database files metrics.
+
+            Set `db_files_metrics.enabled` to true to enable collection of database files metrics. Defaults to true.
+          hidden: true
+          value:
+            type: object
+            properties:
+              - name: enabled
+                type: boolean
+                example: true
+        - name: db_stats_metrics
+          description: |
+            Configure collection of database stats metrics
+
+            Set `db_stats_metrics.enabled` to true to enable collection of database stats metrics. Defaults to true.
+          hidden: true
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+        - name: db_fragmentation_metrics
+          description: |
+            Configure collection of database fragmentation metrics. 
+            Note these queries can be resource intensive on large datasets. Recommend to limit these via 
+            autodiscovery or specific database instances.
+
+            Set `db_fragmentation_metrics.enabled` to true to enable collection of 
+            database index fragmentation statistics. Defaults to false.
+
+            Use `db_fragmentation_metrics.enabled_tempdb` to enable collection of database index fragmentation statistics
+            in tempdb database from the `sys.dm_db_index_physical_stats` DMF.
+            By default, we do not collect index fragmentation statistics in the tempdb database, as those queries
+            might cause blocking. This configuration parameter allows enabling the collection of this metric.
+            This parameter is ignored if the 'enabled' option for 'db_fragmentation_metrics' is set to false.
+
+            Use `db_fragmentation_metrics.collection_interval` to set the interval (in seconds) for the collection of
+            database fragmentation metrics from the `sys.dm_db_index_physical_stats` DMF.
+            Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
+            to use a consistent value throughout all SQL Server agent deployments.
+          value:
+            type: object
+            properties:
+              - name: enabled
+                type: boolean
+                example: false
+              - name: enabled_tempdb
+                type: boolean
+                example: false
+              - name: collection_interval
+                type: integer
+                example: 300
+                display_default: 300
+        - name: fci_metrics
+          description: |
+            Configure collection of Failover Cluster Instance metrics. Note that these metrics
+            requires a SQLServer set up with Failover Clustering enabled.
+
+            Set `fci_metrics.enabled` to true to enable collection of Failover Cluster Instance metrics.
+            Defaults to false.
+          value:
+            type: object
+            properties:
+              - name: enabled
+                type: boolean
+                example: false
+        - name: file_stats_metrics
+          description: |
+            Configure collection of file stats metrics.
+
+            Set `file_stats_metrics.enabled` to true to enable collection of file stats metrics. Defaults to true.
+          hidden: true
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+        - name: index_usage_metrics
+          description: |
+            Configure collection of user table index usage statistics from the `sys.dm_db_index_usage_stats` DMV.
+            Because the `sys.dm_db_index_usage_stats` view is scoped to the current database, enable
+            `database_autodiscovery` or set `database`.
+
+            Set `index_usage_metrics.enabled` to true to enable collection of user table index usage statistics.
+            Defaults to false.
+
+            Use `index_usage_metrics.enabled_tempdb` to enable collection of user table index usage statistics in tempdb
+            database from the `sys.dm_db_index_usage_stats` DMV.
+            By default, we do not collect index usage statistics in the tempdb database, as those queries
+            might cause blocking. This configuration parameter allows enabling the collection of this metric.
+            This parameter is ignored if 'index_usage_metrics.enabled' is set to false.
+
+            Use `index_usage_metrics.collection_interval` to set the interval (in seconds) for the collection of index
+            usage statistics from the `sys.dm_db_index_usage_stats` DMV.
+            Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
+            to use a consistent value throughout all SQL Server agent deployments.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+            - name: enabled_tempdb
+              type: boolean
+              example: false
+            - name: collection_interval
+              type: integer
+              example: 300
+              display_default: 300
+        - name: instance_metrics
+          description: |
+            Configure collection of server-level instance metrics.  When setting up multiple instances for
+            different databases on the same host these metrics will be duplicated unless this option is turned off.
+
+            Set `instance_metrics.enabled` to true to enable collection of server-level instance metrics.
+            Defaults to true.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+        - name: master_files_metrics
+          description: | 
+            Configure collection of database file size and state from `sys.master_files`
+
+            Set `master_files_metrics.enabled` to true to enable collection of database file size and state metrics.
+            Defaults to false.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+        - name: primary_log_shipping_metrics
+          description: |
+            Configure collection of metrics for a log shipping setup. Required to run against the 
+            primary instance in a transaction log shipping configuration. Note that
+            the Datadog user needs to be present in msdb and must be added to the db_datareader role.
+
+            Set `primary_log_shipping_metrics.enabled` to true to enable collection of primary log shipping metrics.
+            Defaults to false.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+        - name: secondary_log_shipping_metrics
+          description: |
+            Configure collection of metrics for a log shipping setup. Required to run against the 
+            secondary instance in a transaction log shipping configuration. Note that
+            the Datadog user needs to be present in msdb and must be added to the db_datareader role.
+
+            Set `secondary_log_shipping_metrics.enabled` to true to enable collection of secondary log shipping metrics.
+            Defaults to false.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+        - name: server_state_metrics
+          description: |
+            Configure collection of server state metrics
+
+            Set `server_state_metrics.enabled` to true to enable collection of server state metrics. Defaults to true.
+          hidden: true
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+        - name: task_scheduler_metrics
+          description: |
+            Configure collection of additional Task and Scheduler metrics.
+
+            Set `task_scheduler_metrics.enabled` to true to enable collection of additional Task and Scheduler metrics.
+            Defaults to false.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
+        - name: tempdb_file_space_usage_metrics
+          description: |
+            Configure collection of tempdb file space usage metrics for how space is used in tempdb data files.
+
+            Set `tempdb_file_space_usage_metrics.enabled` to true to enable collection of 
+            tempdb file space usage metrics. Defaults to true.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: true
+        - name: xe_metrics
+          description: |
+            Configure collection of extended events (XE) metrics. 
+
+            Set `xe_metrics.enabled` to true to enable collection of extended events metrics. Defaults to false.
+          value:
+            type: object
+            properties:
+            - name: enabled
+              type: boolean
+              example: false
     - name: agent_jobs
-      description: Configure collection of agent jobs events and metrics
+      description: Configure collection of SQL Server Agent jobs events and metrics
       options:
         - name: enabled
           description: |
@@ -157,116 +417,6 @@ files:
           value:
             type: integer
             example: 10000
-    - name: availability_group
-      description: |
-        When `include_ao_metrics` is enabled, you can provide the resource 
-        group id of a specific availability group that you would like to monitor.
-        If no availability group is specified, then we will collect AlwaysOn metrics 
-        for all availability groups on the current replica.
-      value:
-        type: string
-    - name: only_emit_local
-      description: |
-        Primary replicas may emit metrics for remote secondary replicas
-        in the same availability group. If this option is set to true,
-        the primary replica will only emit information local to itself.
-      value:
-        type: boolean
-        example: false
-    - name: ao_database
-      description: |
-        AlwaysOn metrics are only emitted for the selected `ao_database` if not empty.
-      value:
-        type: string
-    - name: include_master_files_metrics
-      description: |
-        Include database file size and state from `sys.master_files`.
-      value:
-        type: boolean
-        example: false
-    - name: include_fci_metrics
-      description: |
-        Include Failover Cluster Instance metrics. Note that these metrics
-        requires a SQLServer set up with Failover Clustering enabled.
-      value:
-        type: boolean
-        example: false
-    - name: include_primary_log_shipping_metrics
-      description: |
-        Include log_shipping_primary metrics for a log shipping setup. Required to run
-        against the primary instance in a transaction log shipping configuration. Note that
-        the Datadog user needs to be present in msdb and must be added to the db_datareader role.
-      value:
-        type: boolean
-        example: false
-    - name: include_secondary_log_shipping_metrics
-      description: |
-        Include log_shipping_secondary metrics for a log shipping setup. Required to run
-        against a secondary instance in a transaction log shipping configuration. Note that
-        the Datadog user needs to be present in msdb and must be added to the db_datareader role.
-      value:
-        type: boolean
-        example: false
-    - name: include_instance_metrics
-      description: |
-        Include server-level instance metrics.  When setting up multiple instances for
-        different databases on the same host these metrics will be duplicated unless this option is turned off.
-      value:
-        type: boolean
-        example: true
-    - name: include_task_scheduler_metrics
-      description: Include additional Task and Scheduler metrics.
-      value:
-        type: boolean
-        example: false
-    - name: include_db_fragmentation_metrics
-      description: |
-        Include database fragmentation metrics. Note these queries can be resource intensive on large datasets.
-        Recommend to limit these via autodiscovery or specific database instances.
-      value:
-        type: boolean
-        example: false
-    - name: include_db_fragmentation_metrics_tempdb
-      description: |
-        Configure the collection of database index fragmentation statistics in tempdb database from the
-        `sys.dm_db_index_physical_stats` DMF.
-
-        By default, we do not collect index fragmentation statistics in the tempdb database, as those queries
-        might cause blocking. This configuration parameter allows enabling the collection of this metric.
-        This parameter is ignored if 'include_db_fragmentation_metrics' is set to false.
-      value:
-        type: boolean
-        example: false
-    - name: include_index_usage_metrics
-      description: |
-        Configure the collection of user table index usage statistics from the `sys.dm_db_index_usage_stats` DMV.
-
-        Because the `sys.dm_db_index_usage_stats` view is scoped to the current database, enable
-        `database_autodiscovery` or set `database`.
-      value:
-        type: boolean
-        example: true
-    - name: include_index_usage_metrics_tempdb
-      description: |
-        Configure the collection of user table index usage statistics in tempdb database from the
-        `sys.dm_db_index_usage_stats` DMV.
-
-        By default, we do not collect index usage statistics in the tempdb database, as those queries
-        might cause blocking. This configuration parameter allows enabling the collection of this metric.
-        This parameter is ignored if 'include_index_usage_metrics' is set to false.
-      value:
-        type: boolean
-        example: false
-    - name: index_usage_metrics_interval
-      description: |
-        Configure the interval (in seconds) for the collection of index usage statistics from the
-        `sys.dm_db_index_usage_stats` DMV.
-        Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
-        to use a consistent value throughout all SQL Server agent deployments.
-      value:
-        type: integer
-        example: 300
-        display_default: 300
     - name: db_fragmentation_object_names
       description: |
         Fragmentation metrics normally emit metrics for all objects within a database.
@@ -276,12 +426,6 @@ files:
         type: array
         items:
           type: string
-    - name: include_tempdb_file_space_usage_metrics
-      description: |
-        Include tempdb file space usage metrics for how space is used in tempdb data files.
-      value:
-        type: boolean
-        example: true
     - name: adoprovider
       description: |
         Choose the ADO provider.  Note that the (default) provider
@@ -404,6 +548,15 @@ files:
             example: 250
             display_default: 250
           hidden: true
+        - name: lookback_window
+          description: |
+            Queries whose last execution completed after the lookback window are excluded from
+            metrics collection. Set a longer lookback window (in seconds) to capture infrequently
+            run queries.
+          value:
+            type: integer
+            display_default: 2 * collection_interval
+            example: 600
     - name: procedure_metrics
       description: Configure collection of procedure metrics
       options:
@@ -550,6 +703,13 @@ files:
           value:
             type: string
             example: my-sqlserver-database.database.windows.net
+        - name: aggregate_sql_databases
+          description: |
+            Aggregate individual Azure SQL Databases under a single logical SQL server database instance.
+            Only applicable when `deployment_type` is set to `sql_database`.
+          value:
+            type: boolean
+            example: false
 
     - name: managed_identity
       description: |
@@ -626,6 +786,8 @@ files:
           description: |
             Set to `false` to disable the collection of comments in your SQL statements.
             Requires `collect_metadata: true`.
+            Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+            See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
           value:
             type: boolean
             example: true
@@ -741,10 +903,10 @@ files:
       value:
         type: number
         example: 1800
-        display_default: false
+        display_default: 300
     - name: schemas_collection
-      hidden: True
       description: |
+        Available for Agent 7.56 and newer.
         Configure collection of schemas. If `database_autodiscovery` is not enabled, data is collected
         only for the database configured with `database` parameter.
       options:
@@ -777,7 +939,7 @@ files:
         type: boolean
     - name: deadlocks_collection
       description: |
-        Configure the collection of deadlock data. The feature is supported for odbc connector only.
+        Configure the collection of deadlock data.
       options:
         - name: enabled
           description: |
diff --git a/sqlserver/changelog.d/18108.added b/sqlserver/changelog.d/18108.added
deleted file mode 100644
index a75d5681d83d1..0000000000000
--- a/sqlserver/changelog.d/18108.added
+++ /dev/null
@@ -1 +0,0 @@
-Added deadlock collection feature to the SQL Server integration.
diff --git a/sqlserver/changelog.d/18207.added b/sqlserver/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/sqlserver/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/sqlserver/changelog.d/18557.added b/sqlserver/changelog.d/18557.added
deleted file mode 100644
index 83bf70581d592..0000000000000
--- a/sqlserver/changelog.d/18557.added
+++ /dev/null
@@ -1 +0,0 @@
-Add the propagate_agent_tags setting. When set to `true`, the tags from the agent host are added to the check's tag for all instances.
diff --git a/sqlserver/changelog.d/18580.removed b/sqlserver/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/sqlserver/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/sqlserver/changelog.d/18617.fixed b/sqlserver/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/sqlserver/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/sqlserver/changelog.d/18760.fixed b/sqlserver/changelog.d/18760.fixed
deleted file mode 100644
index a295600258290..0000000000000
--- a/sqlserver/changelog.d/18760.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Updated SQL Server Agent job query for completed jobs, significantly reducing query times for large job history logs 
\ No newline at end of file
diff --git a/sqlserver/datadog_checks/sqlserver/__about__.py b/sqlserver/datadog_checks/sqlserver/__about__.py
index 9d0e9dd3780f5..6919269729939 100644
--- a/sqlserver/datadog_checks/sqlserver/__about__.py
+++ b/sqlserver/datadog_checks/sqlserver/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '18.0.0'
+__version__ = '21.0.0'
diff --git a/sqlserver/datadog_checks/sqlserver/activity.py b/sqlserver/datadog_checks/sqlserver/activity.py
index 63186f680ccd1..63ca36d1cc69e 100644
--- a/sqlserver/datadog_checks/sqlserver/activity.py
+++ b/sqlserver/datadog_checks/sqlserver/activity.py
@@ -14,7 +14,7 @@
 from datadog_checks.base.utils.tracking import tracked_method
 from datadog_checks.sqlserver.config import SQLServerConfig
 from datadog_checks.sqlserver.const import STATIC_INFO_ENGINE_EDITION, STATIC_INFO_VERSION
-from datadog_checks.sqlserver.utils import extract_sql_comments_and_procedure_name
+from datadog_checks.sqlserver.utils import extract_sql_comments, extract_sql_comments_and_procedure_name
 
 try:
     import datadog_agent
@@ -24,6 +24,8 @@
 DEFAULT_COLLECTION_INTERVAL = 10
 MAX_PAYLOAD_BYTES = 19e6
 
+TAIL_TEXT_SIZE = 200
+
 CONNECTIONS_QUERY = """\
 SELECT
     login_name AS user_name,
@@ -59,6 +61,10 @@
         ELSE req.statement_end_offset END
             - req.statement_start_offset) / 2) + 1) AS statement_text,
     SUBSTRING(qt.text, 1, {proc_char_limit}) as text,
+    CASE
+        WHEN LEN(qt.text) > {proc_char_limit} THEN RIGHT(qt.text, {tail_text_size})
+    ELSE ''
+    END AS tail_text,
     c.client_tcp_port as client_port,
     c.client_net_address as client_address,
     sess.host_name as host_name,
@@ -213,6 +219,7 @@ def _get_activity(self, cursor, exec_request_columns):
         query = ACTIVITY_QUERY.format(
             exec_request_columns=', '.join(['req.{}'.format(r) for r in exec_request_columns]),
             proc_char_limit=self._config.stored_procedure_characters_limit,
+            tail_text_size=TAIL_TEXT_SIZE,
         )
         self.log.debug("Running query [%s]", query)
         cursor.execute(query)
@@ -286,6 +293,10 @@ def _obfuscate_and_sanitize_row(self, row):
             )
             # sqlserver doesn't have a boolean data type so convert integer to boolean
             comments, row['is_proc'], procedure_name = extract_sql_comments_and_procedure_name(row['text'])
+            if 'tail_text' in row:
+                appended_comments, _ = extract_sql_comments(row['tail_text'])
+                if appended_comments:
+                    comments = list(set(comments + appended_comments))
             if row['is_proc'] and 'text' in row:
                 try:
                     procedure_statement = obfuscate_sql_with_metadata(
@@ -356,6 +367,7 @@ def _create_activity_event(self, active_sessions, active_connections):
             'sqlserver_version': self._check.static_info_cache.get(STATIC_INFO_VERSION, ""),
             'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
             "cloud_metadata": self._config.cloud_metadata,
+            'service': self._config.service,
             "sqlserver_activity": active_sessions,
             "sqlserver_connections": active_connections,
         }
diff --git a/sqlserver/datadog_checks/sqlserver/agent_history.py b/sqlserver/datadog_checks/sqlserver/agent_history.py
index 7492dac5ae8ad..cc551c04c290a 100644
--- a/sqlserver/datadog_checks/sqlserver/agent_history.py
+++ b/sqlserver/datadog_checks/sqlserver/agent_history.py
@@ -168,6 +168,7 @@ def _create_agent_jobs_history_event(self, history_rows):
             'sqlserver_version': self._check.static_info_cache.get(STATIC_INFO_VERSION, ""),
             'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
             "cloud_metadata": self._config.cloud_metadata,
+            'service': self._config.service,
             "sqlserver_job_history": history_rows,
         }
         return event
diff --git a/sqlserver/datadog_checks/sqlserver/config.py b/sqlserver/datadog_checks/sqlserver/config.py
index a0f16576b8aa1..bcbbb9be07b66 100644
--- a/sqlserver/datadog_checks/sqlserver/config.py
+++ b/sqlserver/datadog_checks/sqlserver/config.py
@@ -10,6 +10,7 @@
 from datadog_checks.base.utils.db.utils import get_agent_host_tags
 from datadog_checks.sqlserver.const import (
     DEFAULT_AUTODISCOVERY_INTERVAL,
+    DEFAULT_LONG_METRICS_COLLECTION_INTERVAL,
     PROC_CHAR_LIMIT,
 )
 
@@ -28,17 +29,14 @@ def __init__(self, init_config, instance, log):
         self.autodiscovery_db_service_check: bool = is_affirmative(instance.get('autodiscovery_db_service_check', True))
         self.min_collection_interval: int = instance.get('min_collection_interval', 15)
         self.autodiscovery_interval: int = instance.get('autodiscovery_interval', DEFAULT_AUTODISCOVERY_INTERVAL)
+        self.database_instance_collection_interval: int = instance.get(
+            'database_instance_collection_interval', DEFAULT_LONG_METRICS_COLLECTION_INTERVAL
+        )
         self._include_patterns = self._compile_valid_patterns(self.autodiscovery_include)
         self._exclude_patterns = self._compile_valid_patterns(self.autodiscovery_exclude)
 
         self.proc: str = instance.get('stored_procedure')
         self.custom_metrics: list[dict] = init_config.get('custom_metrics', []) or []
-        self.include_index_usage_metrics_tempdb: bool = is_affirmative(
-            instance.get('include_index_usage_metrics_tempdb', False)
-        )
-        self.include_db_fragmentation_metrics_tempdb: bool = is_affirmative(
-            instance.get('include_db_fragmentation_metrics_tempdb', False)
-        )
         self.ignore_missing_database = is_affirmative(instance.get("ignore_missing_database", False))
         if self.ignore_missing_database:
             self.log.warning(
@@ -48,6 +46,7 @@ def __init__(self, init_config, instance, log):
 
         # DBM
         self.dbm_enabled: bool = is_affirmative(instance.get('dbm', False))
+        self.database_metrics_config: dict = self._build_database_metrics_configs(instance)
         self.statement_metrics_config: dict = instance.get('query_metrics', {}) or {}
         self.agent_jobs_config: dict = instance.get('agent_jobs', {}) or {}
         self.procedure_metrics_config: dict = instance.get('procedure_metrics', {}) or {}
@@ -59,13 +58,15 @@ def __init__(self, init_config, instance, log):
         aws: dict = instance.get('aws', {}) or {}
         gcp: dict = instance.get('gcp', {}) or {}
         azure: dict = instance.get('azure', {}) or {}
-        # Remap fully_qualified_domain_name to name
-        azure = {k if k != 'fully_qualified_domain_name' else 'name': v for k, v in azure.items()}
         if aws:
             self.cloud_metadata.update({'aws': aws})
         if gcp:
             self.cloud_metadata.update({'gcp': gcp})
         if azure:
+            # Remap fully_qualified_domain_name to name
+            if 'fully_qualified_domain_name' in azure:
+                azure['name'] = azure.pop('fully_qualified_domain_name')
+            azure['aggregate_sql_databases'] = is_affirmative(azure.get('aggregate_sql_databases', False))
             self.cloud_metadata.update({'azure': azure})
 
         obfuscator_options_config: dict = instance.get('obfuscator_options', {}) or {}
@@ -108,9 +109,10 @@ def __init__(self, init_config, instance, log):
         )
         self.log_unobfuscated_queries: bool = is_affirmative(instance.get('log_unobfuscated_queries', False))
         self.log_unobfuscated_plans: bool = is_affirmative(instance.get('log_unobfuscated_plans', False))
-        self.database_instance_collection_interval: int = instance.get('database_instance_collection_interval', 300)
         self.stored_procedure_characters_limit: int = instance.get('stored_procedure_characters_limit', PROC_CHAR_LIMIT)
         self.connection_host: str = instance['host']
+        self.service = instance.get('service') or init_config.get('service') or ''
+        self.db_fragmentation_object_names = instance.get('db_fragmentation_object_names', []) or []
 
     def _compile_valid_patterns(self, patterns: list[str]) -> re.Pattern:
         valid_patterns = []
@@ -167,3 +169,83 @@ def _should_propagate_agent_tags(instance, init_config) -> bool:
             return init_config_propagate_agent_tags
         # if neither the instance nor the init_config has set the value, return False
         return False
+
+    def _build_database_metrics_configs(self, instance):
+        # Set defaults for database metrics
+        configurable_metrics = {
+            "ao_metrics": {'enabled': False, 'availability_group': None, 'ao_database': None, 'only_emit_local': False},
+            "db_backup_metrics": {'enabled': True, 'collection_interval': DEFAULT_LONG_METRICS_COLLECTION_INTERVAL},
+            "db_files_metrics": {'enabled': True},
+            "db_stats_metrics": {'enabled': True},
+            "db_fragmentation_metrics": {
+                'enabled': False,
+                'enabled_tempdb': False,
+                'collection_interval': DEFAULT_LONG_METRICS_COLLECTION_INTERVAL,
+            },
+            "fci_metrics": {'enabled': False},
+            "file_stats_metrics": {'enabled': True},
+            "index_usage_metrics": {
+                'enabled': True,
+                'collection_interval': DEFAULT_LONG_METRICS_COLLECTION_INTERVAL,
+                'enabled_tempdb': False,
+            },
+            "instance_metrics": {'enabled': True},
+            "master_files_metrics": {'enabled': False},
+            "primary_log_shipping_metrics": {'enabled': False},
+            "secondary_log_shipping_metrics": {'enabled': False},
+            "server_state_metrics": {'enabled': True},
+            "task_scheduler_metrics": {'enabled': False},
+            "tempdb_file_space_usage_metrics": {'enabled': True},
+            "xe_metrics": {'enabled': False},
+        }
+        # Check if the instance has any configuration for the metrics in legacy structure
+        legacy_configuration_metrics = {
+            "include_ao_metrics": "ao_metrics",
+            "include_master_files_metrics": "master_files_metrics",
+            "include_fci_metrics": "fci_metrics",
+            "include_primary_log_shipping_metrics": "primary_log_shipping_metrics",
+            "include_secondary_log_shipping_metrics": "secondary_log_shipping_metrics",
+            "include_instance_metrics": "instance_metrics",
+            "include_task_scheduler_metrics": "task_scheduler_metrics",
+            "include_db_fragmentation_metrics": "db_fragmentation_metrics",
+            "include_index_usage_metrics": "index_usage_metrics",
+            "include_tempdb_file_space_usage_metrics": "tempdb_file_space_usage_metrics",
+            "include_xe_metrics": "xe_metrics",
+        }
+        for metric, config_key in legacy_configuration_metrics.items():
+            if instance.get(metric) is not None:
+                configurable_metrics[config_key]['enabled'] = instance[metric]
+        # Manual look ups for legacy configuration structure
+        configurable_metrics['ao_metrics']['availability_group'] = instance.get(
+            'availability_group', configurable_metrics['ao_metrics']['availability_group']
+        )
+        configurable_metrics['ao_metrics']['ao_database'] = instance.get(
+            'ao_database', configurable_metrics['ao_metrics']['ao_database']
+        )
+        configurable_metrics['ao_metrics']['only_emit_local'] = instance.get(
+            'only_emit_local', configurable_metrics['ao_metrics']['only_emit_local']
+        )
+        configurable_metrics['db_backup_metrics']['collection_interval'] = instance.get(
+            'database_backup_metrics_interval', configurable_metrics['db_backup_metrics']['collection_interval']
+        )
+        configurable_metrics['db_fragmentation_metrics']['enabled_tempdb'] = instance.get(
+            'include_db_fragmentation_metrics_tempdb',
+            configurable_metrics['db_fragmentation_metrics']['enabled_tempdb'],
+        )
+        configurable_metrics['db_fragmentation_metrics']['collection_interval'] = instance.get(
+            'db_fragmentation_metrics_interval', configurable_metrics['db_fragmentation_metrics']['collection_interval']
+        )
+        configurable_metrics['index_usage_metrics']['enabled_tempdb'] = instance.get(
+            'include_index_usage_metrics_tempdb', configurable_metrics['index_usage_metrics']['enabled_tempdb']
+        )
+        configurable_metrics['index_usage_metrics']['collection_interval'] = instance.get(
+            'index_usage_stats_interval', configurable_metrics['index_usage_metrics']['collection_interval']
+        )
+        # Check if the instance has any configuration for the metrics
+        database_metrics = instance.get('database_metrics', {})
+        for metric, config in configurable_metrics.items():
+            metric_config = database_metrics.get(metric, {})
+            for key, value in metric_config.items():
+                if value is not None:
+                    config[key] = value
+        return configurable_metrics
diff --git a/sqlserver/datadog_checks/sqlserver/config_models/defaults.py b/sqlserver/datadog_checks/sqlserver/config_models/defaults.py
index 0c2d8acae56af..1c6fcda461355 100644
--- a/sqlserver/datadog_checks/sqlserver/config_models/defaults.py
+++ b/sqlserver/datadog_checks/sqlserver/config_models/defaults.py
@@ -41,7 +41,7 @@ def instance_database_autodiscovery_interval():
 
 
 def instance_database_instance_collection_interval():
-    return False
+    return 300
 
 
 def instance_dbm():
@@ -64,58 +64,6 @@ def instance_ignore_missing_database():
     return False
 
 
-def instance_include_ao_metrics():
-    return False
-
-
-def instance_include_db_fragmentation_metrics():
-    return False
-
-
-def instance_include_db_fragmentation_metrics_tempdb():
-    return False
-
-
-def instance_include_fci_metrics():
-    return False
-
-
-def instance_include_index_usage_metrics():
-    return True
-
-
-def instance_include_index_usage_metrics_tempdb():
-    return False
-
-
-def instance_include_instance_metrics():
-    return True
-
-
-def instance_include_master_files_metrics():
-    return False
-
-
-def instance_include_primary_log_shipping_metrics():
-    return False
-
-
-def instance_include_secondary_log_shipping_metrics():
-    return False
-
-
-def instance_include_task_scheduler_metrics():
-    return False
-
-
-def instance_include_tempdb_file_space_usage_metrics():
-    return True
-
-
-def instance_index_usage_metrics_interval():
-    return 300
-
-
 def instance_log_unobfuscated_plans():
     return False
 
@@ -132,10 +80,6 @@ def instance_only_custom_queries():
     return False
 
 
-def instance_only_emit_local():
-    return False
-
-
 def instance_proc_only_if_database():
     return 'master'
 
diff --git a/sqlserver/datadog_checks/sqlserver/config_models/instance.py b/sqlserver/datadog_checks/sqlserver/config_models/instance.py
index 100a87ab5020d..5c43871b087f7 100644
--- a/sqlserver/datadog_checks/sqlserver/config_models/instance.py
+++ b/sqlserver/datadog_checks/sqlserver/config_models/instance.py
@@ -12,7 +12,7 @@
 from types import MappingProxyType
 from typing import Any, Optional
 
-from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
 
 from datadog_checks.base.utils.functions import identity
 from datadog_checks.base.utils.models import validation
@@ -43,6 +43,7 @@ class Azure(BaseModel):
         arbitrary_types_allowed=True,
         frozen=True,
     )
+    aggregate_sql_databases: Optional[bool] = None
     deployment_type: Optional[str] = None
     fully_qualified_domain_name: Optional[str] = None
 
@@ -68,6 +69,165 @@ class CustomQuery(BaseModel):
     tags: Optional[tuple[str, ...]] = None
 
 
+class AoMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    ao_database: Optional[str] = None
+    availability_group: Optional[str] = None
+    enabled: Optional[bool] = Field(None, examples=[False])
+    only_emit_local: Optional[bool] = Field(None, examples=[False])
+
+
+class DbBackupMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    collection_interval: Optional[int] = Field(None, examples=[300])
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class DbFilesMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class DbFragmentationMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    collection_interval: Optional[int] = Field(None, examples=[300])
+    enabled: Optional[bool] = Field(None, examples=[False])
+    enabled_tempdb: Optional[bool] = Field(None, examples=[False])
+
+
+class DbStatsMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class FciMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class FileStatsMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class IndexUsageMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    collection_interval: Optional[int] = Field(None, examples=[300])
+    enabled: Optional[bool] = Field(None, examples=[False])
+    enabled_tempdb: Optional[bool] = Field(None, examples=[False])
+
+
+class InstanceMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class MasterFilesMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class PrimaryLogShippingMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class SecondaryLogShippingMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class ServerStateMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class TaskSchedulerMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class TempdbFileSpaceUsageMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[True])
+
+
+class XeMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    enabled: Optional[bool] = Field(None, examples=[False])
+
+
+class DatabaseMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    ao_metrics: Optional[AoMetrics] = None
+    db_backup_metrics: Optional[DbBackupMetrics] = None
+    db_files_metrics: Optional[DbFilesMetrics] = None
+    db_fragmentation_metrics: Optional[DbFragmentationMetrics] = None
+    db_stats_metrics: Optional[DbStatsMetrics] = None
+    fci_metrics: Optional[FciMetrics] = None
+    file_stats_metrics: Optional[FileStatsMetrics] = None
+    index_usage_metrics: Optional[IndexUsageMetrics] = None
+    instance_metrics: Optional[InstanceMetrics] = None
+    master_files_metrics: Optional[MasterFilesMetrics] = None
+    primary_log_shipping_metrics: Optional[PrimaryLogShippingMetrics] = None
+    secondary_log_shipping_metrics: Optional[SecondaryLogShippingMetrics] = None
+    server_state_metrics: Optional[ServerStateMetrics] = None
+    task_scheduler_metrics: Optional[TaskSchedulerMetrics] = None
+    tempdb_file_space_usage_metrics: Optional[TempdbFileSpaceUsageMetrics] = None
+    xe_metrics: Optional[XeMetrics] = None
+
+
 class DeadlocksCollection(BaseModel):
     model_config = ConfigDict(
         arbitrary_types_allowed=True,
@@ -155,6 +315,7 @@ class QueryMetrics(BaseModel):
     dm_exec_query_stats_row_limit: Optional[int] = None
     enabled: Optional[bool] = None
     enforce_collection_interval_deadline: Optional[bool] = None
+    lookback_window: Optional[int] = None
     max_queries: Optional[int] = None
     samples_per_hour_per_query: Optional[int] = None
 
@@ -177,11 +338,9 @@ class InstanceConfig(BaseModel):
     )
     adoprovider: Optional[str] = None
     agent_jobs: Optional[AgentJobs] = None
-    ao_database: Optional[str] = None
     autodiscovery_db_service_check: Optional[bool] = None
     autodiscovery_exclude: Optional[tuple[str, ...]] = None
     autodiscovery_include: Optional[tuple[str, ...]] = None
-    availability_group: Optional[str] = None
     aws: Optional[Aws] = None
     azure: Optional[Azure] = None
     collect_settings: Optional[CollectSettings] = None
@@ -193,6 +352,7 @@ class InstanceConfig(BaseModel):
     database_autodiscovery: Optional[bool] = None
     database_autodiscovery_interval: Optional[int] = None
     database_instance_collection_interval: Optional[float] = None
+    database_metrics: Optional[DatabaseMetrics] = None
     db_fragmentation_object_names: Optional[tuple[str, ...]] = None
     dbm: Optional[bool] = None
     deadlocks_collection: Optional[DeadlocksCollection] = None
@@ -203,19 +363,6 @@ class InstanceConfig(BaseModel):
     gcp: Optional[Gcp] = None
     host: str
     ignore_missing_database: Optional[bool] = None
-    include_ao_metrics: Optional[bool] = None
-    include_db_fragmentation_metrics: Optional[bool] = None
-    include_db_fragmentation_metrics_tempdb: Optional[bool] = None
-    include_fci_metrics: Optional[bool] = None
-    include_index_usage_metrics: Optional[bool] = None
-    include_index_usage_metrics_tempdb: Optional[bool] = None
-    include_instance_metrics: Optional[bool] = None
-    include_master_files_metrics: Optional[bool] = None
-    include_primary_log_shipping_metrics: Optional[bool] = None
-    include_secondary_log_shipping_metrics: Optional[bool] = None
-    include_task_scheduler_metrics: Optional[bool] = None
-    include_tempdb_file_space_usage_metrics: Optional[bool] = None
-    index_usage_metrics_interval: Optional[int] = None
     log_unobfuscated_plans: Optional[bool] = None
     log_unobfuscated_queries: Optional[bool] = None
     managed_identity: Optional[ManagedIdentity] = None
@@ -223,7 +370,6 @@ class InstanceConfig(BaseModel):
     min_collection_interval: Optional[float] = None
     obfuscator_options: Optional[ObfuscatorOptions] = None
     only_custom_queries: Optional[bool] = None
-    only_emit_local: Optional[bool] = None
     password: Optional[str] = None
     proc_only_if: Optional[str] = None
     proc_only_if_database: Optional[str] = None
diff --git a/sqlserver/datadog_checks/sqlserver/connection.py b/sqlserver/datadog_checks/sqlserver/connection.py
index 525b852a626b2..967c775399ffa 100644
--- a/sqlserver/datadog_checks/sqlserver/connection.py
+++ b/sqlserver/datadog_checks/sqlserver/connection.py
@@ -152,8 +152,7 @@ class Connection(object):
 
     VALID_ADOPROVIDERS = ['SQLOLEDB', 'MSOLEDBSQL', 'MSOLEDBSQL19', 'SQLNCLI11']
 
-    def __init__(self, host, init_config, instance_config, service_check_handler):
-        self.host = host
+    def __init__(self, init_config, instance_config, service_check_handler):
         self.instance = instance_config
         self.service_check_handler = service_check_handler
         self.log = get_check_logger()
diff --git a/sqlserver/datadog_checks/sqlserver/const.py b/sqlserver/datadog_checks/sqlserver/const.py
index 7fc1cf86a659e..5d29c54041040 100644
--- a/sqlserver/datadog_checks/sqlserver/const.py
+++ b/sqlserver/datadog_checks/sqlserver/const.py
@@ -271,3 +271,5 @@
 PROC_CHAR_LIMIT = 500
 
 DEFAULT_SCHEMAS_COLLECTION_INTERVAL = 600
+
+DEFAULT_LONG_METRICS_COLLECTION_INTERVAL = 300
diff --git a/sqlserver/datadog_checks/sqlserver/data/conf.yaml.example b/sqlserver/datadog_checks/sqlserver/data/conf.yaml.example
index 0aa748b5b3841..bcf481cdda875 100644
--- a/sqlserver/datadog_checks/sqlserver/data/conf.yaml.example
+++ b/sqlserver/datadog_checks/sqlserver/data/conf.yaml.example
@@ -127,128 +127,158 @@ instances:
     #
     autodiscovery_db_service_check: false
 
-    ## @param include_ao_metrics - boolean - optional - default: false
-    ## Include AlwaysOn availability group metrics.
+    ## Configure the collection of database metrics
     #
-    # include_ao_metrics: false
+    # database_metrics:
 
-    ## Configure collection of agent jobs events and metrics
-    #
-    # agent_jobs:
-
-        ## @param enabled - boolean - optional - default: false
-        ## Enable collection of agent jobs events and metrics. Requires `dbm: true`.
+        ## @param ao_metrics - mapping - optional
+        ## Configure collection of AlwaysOn availability group metrics.
+        ##
+        ## Set `ao_metrics.enabled` to true to enable collection of AlwaysOn metrics. Defaults to false.
+        ##
+        ## When `ao_metrics.enabled` is True, use `ao_metrics.availability_group` to specify the 
+        ## resource group id of a specific availability group that you would like to monitor. 
+        ## If no availability group is specified, then we will collect AlwaysOn metrics for all 
+        ## availability groups on the current replica.
+        ##
+        ## Primary replicas may emit metrics for remote secondary replicas
+        ## in the same availability group. If `ao_metrics.only_emit_local` is set to true,
+        ## the primary replica will only emit information local to itself.
+        ##
+        ## If `ao_metrics.ao_database` is set, AlwaysOn metrics are only emitted for the selected `ao_database`.
         #
-        # enabled: false
+        # ao_metrics: {}
 
-        ## @param collection_interval - number - optional - default: 15
-        ## Configure the interval (in seconds) for the collection of agent jobs events and metrics.
-        ## Set the query metric collection interval (in seconds).
+        ## @param db_fragmentation_metrics - mapping - optional
+        ## Configure collection of database fragmentation metrics. 
+        ## Note these queries can be resource intensive on large datasets. Recommend to limit these via 
+        ## autodiscovery or specific database instances.
+        ##
+        ## Set `db_fragmentation_metrics.enabled` to true to enable collection of 
+        ## database index fragmentation statistics. Defaults to false.
+        ##
+        ## Use `db_fragmentation_metrics.enabled_tempdb` to enable collection of database index fragmentation statistics
+        ## in tempdb database from the `sys.dm_db_index_physical_stats` DMF.
+        ## By default, we do not collect index fragmentation statistics in the tempdb database, as those queries
+        ## might cause blocking. This configuration parameter allows enabling the collection of this metric.
+        ## This parameter is ignored if the 'enabled' option for 'db_fragmentation_metrics' is set to false.
+        ##
+        ## Use `db_fragmentation_metrics.collection_interval` to set the interval (in seconds) for the collection of
+        ## database fragmentation metrics from the `sys.dm_db_index_physical_stats` DMF.
+        ## Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
+        ## to use a consistent value throughout all SQL Server agent deployments.
         #
-        # collection_interval: 15
+        # db_fragmentation_metrics: {}
 
-        ## @param history_row_limit - integer - optional - default: 10000
-        ## Set the maximum number of job step rows that can be retrieved in a single check run.
+        ## @param fci_metrics - mapping - optional
+        ## Configure collection of Failover Cluster Instance metrics. Note that these metrics
+        ## requires a SQLServer set up with Failover Clustering enabled.
+        ##
+        ## Set `fci_metrics.enabled` to true to enable collection of Failover Cluster Instance metrics.
+        ## Defaults to false.
         #
-        # history_row_limit: 10000
-
-    ## @param availability_group - string - optional
-    ## When `include_ao_metrics` is enabled, you can provide the resource 
-    ## group id of a specific availability group that you would like to monitor.
-    ## If no availability group is specified, then we will collect AlwaysOn metrics 
-    ## for all availability groups on the current replica.
-    #
-    # availability_group: <AVAILABILITY_GROUP>
+        # fci_metrics: {}
 
-    ## @param only_emit_local - boolean - optional - default: false
-    ## Primary replicas may emit metrics for remote secondary replicas
-    ## in the same availability group. If this option is set to true,
-    ## the primary replica will only emit information local to itself.
-    #
-    # only_emit_local: false
-
-    ## @param ao_database - string - optional
-    ## AlwaysOn metrics are only emitted for the selected `ao_database` if not empty.
-    #
-    # ao_database: <AO_DATABASE>
+        ## @param index_usage_metrics - mapping - optional
+        ## Configure collection of user table index usage statistics from the `sys.dm_db_index_usage_stats` DMV.
+        ## Because the `sys.dm_db_index_usage_stats` view is scoped to the current database, enable
+        ## `database_autodiscovery` or set `database`.
+        ##
+        ## Set `index_usage_metrics.enabled` to true to enable collection of user table index usage statistics.
+        ## Defaults to false.
+        ##
+        ## Use `index_usage_metrics.enabled_tempdb` to enable collection of user table index usage statistics in tempdb
+        ## database from the `sys.dm_db_index_usage_stats` DMV.
+        ## By default, we do not collect index usage statistics in the tempdb database, as those queries
+        ## might cause blocking. This configuration parameter allows enabling the collection of this metric.
+        ## This parameter is ignored if 'index_usage_metrics.enabled' is set to false.
+        ##
+        ## Use `index_usage_metrics.collection_interval` to set the interval (in seconds) for the collection of index
+        ## usage statistics from the `sys.dm_db_index_usage_stats` DMV.
+        ## Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
+        ## to use a consistent value throughout all SQL Server agent deployments.
+        #
+        # index_usage_metrics: {}
 
-    ## @param include_master_files_metrics - boolean - optional - default: false
-    ## Include database file size and state from `sys.master_files`.
-    #
-    # include_master_files_metrics: false
+        ## @param instance_metrics - mapping - optional
+        ## Configure collection of server-level instance metrics.  When setting up multiple instances for
+        ## different databases on the same host these metrics will be duplicated unless this option is turned off.
+        ##
+        ## Set `instance_metrics.enabled` to true to enable collection of server-level instance metrics.
+        ## Defaults to true.
+        #
+        # instance_metrics: {}
 
-    ## @param include_fci_metrics - boolean - optional - default: false
-    ## Include Failover Cluster Instance metrics. Note that these metrics
-    ## requires a SQLServer set up with Failover Clustering enabled.
-    #
-    # include_fci_metrics: false
+        ## @param master_files_metrics - mapping - optional
+        ## Configure collection of database file size and state from `sys.master_files`
+        ##
+        ## Set `master_files_metrics.enabled` to true to enable collection of database file size and state metrics.
+        ## Defaults to false.
+        #
+        # master_files_metrics: {}
 
-    ## @param include_primary_log_shipping_metrics - boolean - optional - default: false
-    ## Include log_shipping_primary metrics for a log shipping setup. Required to run
-    ## against the primary instance in a transaction log shipping configuration. Note that
-    ## the Datadog user needs to be present in msdb and must be added to the db_datareader role.
-    #
-    # include_primary_log_shipping_metrics: false
+        ## @param primary_log_shipping_metrics - mapping - optional
+        ## Configure collection of metrics for a log shipping setup. Required to run against the 
+        ## primary instance in a transaction log shipping configuration. Note that
+        ## the Datadog user needs to be present in msdb and must be added to the db_datareader role.
+        ##
+        ## Set `primary_log_shipping_metrics.enabled` to true to enable collection of primary log shipping metrics.
+        ## Defaults to false.
+        #
+        # primary_log_shipping_metrics: {}
 
-    ## @param include_secondary_log_shipping_metrics - boolean - optional - default: false
-    ## Include log_shipping_secondary metrics for a log shipping setup. Required to run
-    ## against a secondary instance in a transaction log shipping configuration. Note that
-    ## the Datadog user needs to be present in msdb and must be added to the db_datareader role.
-    #
-    # include_secondary_log_shipping_metrics: false
+        ## @param secondary_log_shipping_metrics - mapping - optional
+        ## Configure collection of metrics for a log shipping setup. Required to run against the 
+        ## secondary instance in a transaction log shipping configuration. Note that
+        ## the Datadog user needs to be present in msdb and must be added to the db_datareader role.
+        ##
+        ## Set `secondary_log_shipping_metrics.enabled` to true to enable collection of secondary log shipping metrics.
+        ## Defaults to false.
+        #
+        # secondary_log_shipping_metrics: {}
 
-    ## @param include_instance_metrics - boolean - optional - default: true
-    ## Include server-level instance metrics.  When setting up multiple instances for
-    ## different databases on the same host these metrics will be duplicated unless this option is turned off.
-    #
-    # include_instance_metrics: true
+        ## @param task_scheduler_metrics - mapping - optional
+        ## Configure collection of additional Task and Scheduler metrics.
+        ##
+        ## Set `task_scheduler_metrics.enabled` to true to enable collection of additional Task and Scheduler metrics.
+        ## Defaults to false.
+        #
+        # task_scheduler_metrics: {}
 
-    ## @param include_task_scheduler_metrics - boolean - optional - default: false
-    ## Include additional Task and Scheduler metrics.
-    #
-    # include_task_scheduler_metrics: false
+        ## @param tempdb_file_space_usage_metrics - mapping - optional
+        ## Configure collection of tempdb file space usage metrics for how space is used in tempdb data files.
+        ##
+        ## Set `tempdb_file_space_usage_metrics.enabled` to true to enable collection of 
+        ## tempdb file space usage metrics. Defaults to true.
+        #
+        # tempdb_file_space_usage_metrics: {}
 
-    ## @param include_db_fragmentation_metrics - boolean - optional - default: false
-    ## Include database fragmentation metrics. Note these queries can be resource intensive on large datasets.
-    ## Recommend to limit these via autodiscovery or specific database instances.
-    #
-    # include_db_fragmentation_metrics: false
+        ## @param xe_metrics - mapping - optional
+        ## Configure collection of extended events (XE) metrics. 
+        ##
+        ## Set `xe_metrics.enabled` to true to enable collection of extended events metrics. Defaults to false.
+        #
+        # xe_metrics: {}
 
-    ## @param include_db_fragmentation_metrics_tempdb - boolean - optional - default: false
-    ## Configure the collection of database index fragmentation statistics in tempdb database from the
-    ## `sys.dm_db_index_physical_stats` DMF.
-    ##
-    ## By default, we do not collect index fragmentation statistics in the tempdb database, as those queries
-    ## might cause blocking. This configuration parameter allows enabling the collection of this metric.
-    ## This parameter is ignored if 'include_db_fragmentation_metrics' is set to false.
+    ## Configure collection of SQL Server Agent jobs events and metrics
     #
-    # include_db_fragmentation_metrics_tempdb: false
+    # agent_jobs:
 
-    ## @param include_index_usage_metrics - boolean - optional - default: true
-    ## Configure the collection of user table index usage statistics from the `sys.dm_db_index_usage_stats` DMV.
-    ##
-    ## Because the `sys.dm_db_index_usage_stats` view is scoped to the current database, enable
-    ## `database_autodiscovery` or set `database`.
-    #
-    # include_index_usage_metrics: true
+        ## @param enabled - boolean - optional - default: false
+        ## Enable collection of agent jobs events and metrics. Requires `dbm: true`.
+        #
+        # enabled: false
 
-    ## @param include_index_usage_metrics_tempdb - boolean - optional - default: false
-    ## Configure the collection of user table index usage statistics in tempdb database from the
-    ## `sys.dm_db_index_usage_stats` DMV.
-    ##
-    ## By default, we do not collect index usage statistics in the tempdb database, as those queries
-    ## might cause blocking. This configuration parameter allows enabling the collection of this metric.
-    ## This parameter is ignored if 'include_index_usage_metrics' is set to false.
-    #
-    # include_index_usage_metrics_tempdb: false
+        ## @param collection_interval - number - optional - default: 15
+        ## Configure the interval (in seconds) for the collection of agent jobs events and metrics.
+        ## Set the query metric collection interval (in seconds).
+        #
+        # collection_interval: 15
 
-    ## @param index_usage_metrics_interval - integer - optional - default: 300
-    ## Configure the interval (in seconds) for the collection of index usage statistics from the
-    ## `sys.dm_db_index_usage_stats` DMV.
-    ## Defaults to 300 seconds (5 minutes). If you intend on updating this value, it is strongly recommended
-    ## to use a consistent value throughout all SQL Server agent deployments.
-    #
-    # index_usage_metrics_interval: 300
+        ## @param history_row_limit - integer - optional - default: 10000
+        ## Set the maximum number of job step rows that can be retrieved in a single check run.
+        #
+        # history_row_limit: 10000
 
     ## @param db_fragmentation_object_names - list of strings - optional
     ## Fragmentation metrics normally emit metrics for all objects within a database.
@@ -257,11 +287,6 @@ instances:
     #
     # db_fragmentation_object_names: []
 
-    ## @param include_tempdb_file_space_usage_metrics - boolean - optional - default: true
-    ## Include tempdb file space usage metrics for how space is used in tempdb data files.
-    #
-    # include_tempdb_file_space_usage_metrics: true
-
     ## @param adoprovider - string - optional - default: SQLOLEDB
     ## Choose the ADO provider.  Note that the (default) provider
     ## SQLOLEDB is being deprecated.  To use the newer MSOLEDBSQL
@@ -348,6 +373,13 @@ instances:
         #
         # samples_per_hour_per_query: 4
 
+        ## @param lookback_window - integer - optional - default: 2 * collection_interval
+        ## Queries whose last execution completed after the lookback window are excluded from
+        ## metrics collection. Set a longer lookback window (in seconds) to capture infrequently
+        ## run queries.
+        #
+        # lookback_window: 600
+
     ## Configure collection of procedure metrics
     #
     # procedure_metrics:
@@ -471,6 +503,12 @@ instances:
         #
         # fully_qualified_domain_name: my-sqlserver-database.database.windows.net
 
+        ## @param aggregate_sql_databases - boolean - optional - default: false
+        ## Aggregate individual Azure SQL Databases under a single logical SQL server database instance.
+        ## Only applicable when `deployment_type` is set to `sql_database`.
+        #
+        # aggregate_sql_databases: false
+
     ## Configuration section used for Azure AD Authentication.
     ##
     ## This supports using System or User assigned managed identities.
@@ -537,6 +575,8 @@ instances:
         ## @param collect_comments - boolean - optional - default: true
         ## Set to `false` to disable the collection of comments in your SQL statements.
         ## Requires `collect_metadata: true`.
+        ## Note: This option must be `true` in order to correlate Database Monitoring samples and APM traces.
+        ## See https://docs.datadoghq.com/database_monitoring/connect_dbm_and_apm
         #
         # collect_comments: true
 
@@ -685,6 +725,28 @@ instances:
     #
     # ignore_missing_database: false
 
+    ## Available for Agent 7.56 and newer.
+    ## Configure collection of schemas. If `database_autodiscovery` is not enabled, data is collected
+    ## only for the database configured with `database` parameter.
+    #
+    # schemas_collection:
+
+        ## @param enabled - boolean - optional - default: false
+        ## Enable schema collection. Requires `dbm: true`. Defaults to false.
+        #
+        # enabled: false
+
+        ## @param collection_interval - number - optional - default: 600
+        ## Set the database schema collection interval (in seconds). Defaults to 600 seconds.
+        #
+        # collection_interval: 600
+
+        ## @param max_execution_time - number - optional - default: 10
+        ## Set the maximum time for schema collection (in seconds). Defaults to 10 seconds.
+        ## Capped by `schemas_collection.collection_interval`
+        #
+        # max_execution_time: 10
+
     ## @param propagate_agent_tags - boolean - optional - default: false
     ## Set to `true` to propagate the tags from `datadog.yaml` and the agent host tags to the check.
     ## When set to `true`, the tags from the agent host are added to the check's tags for all instances.
@@ -692,7 +754,7 @@ instances:
     #
     # propagate_agent_tags: false
 
-    ## Configure the collection of deadlock data. The feature is supported for odbc connector only.
+    ## Configure the collection of deadlock data.
     #
     # deadlocks_collection:
 
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/__init__.py b/sqlserver/datadog_checks/sqlserver/database_metrics/__init__.py
index 3f89b902d6f95..6177697973710 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/__init__.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/__init__.py
@@ -1,7 +1,23 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
+from .ao_metrics import SqlserverAoMetrics
+from .availability_groups_metrics import SqlserverAvailabilityGroupsMetrics
+from .availability_replicas_metrics import SqlserverAvailabilityReplicasMetrics
+from .database_agent_metrics import SqlserverAgentMetrics
 from .database_backup_metrics import SqlserverDatabaseBackupMetrics
+from .database_files_metrics import SqlserverDatabaseFilesMetrics
+from .database_replication_stats_metrics import SqlserverDatabaseReplicationStatsMetrics
+from .database_stats_metrics import SqlserverDatabaseStatsMetrics
 from .db_fragmentation_metrics import SqlserverDBFragmentationMetrics
+from .fci_metrics import SqlserverFciMetrics
+from .file_stats_metrics import SqlserverFileStatsMetrics
 from .index_usage_metrics import SqlserverIndexUsageMetrics
-from .database_agent_metrics import SqlserverAgentMetrics
+from .master_files_metrics import SqlserverMasterFilesMetrics
+from .os_schedulers_metrics import SqlserverOsSchedulersMetrics
+from .os_tasks_metrics import SqlserverOsTasksMetrics
+from .primary_log_shipping_metrics import SqlserverPrimaryLogShippingMetrics
+from .secondary_log_shipping_metrics import SqlserverSecondaryLogShippingMetrics
+from .server_state_metrics import SqlserverServerStateMetrics
+from .tempdb_file_space_usage_metrics import SqlserverTempDBFileSpaceUsageMetrics
+from .xe_session_metrics import SQLServerXESessionMetrics
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/ao_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/ao_metrics.py
new file mode 100644
index 0000000000000..8e83034bda518
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/ao_metrics.py
@@ -0,0 +1,220 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from typing import List
+
+from datadog_checks.sqlserver.utils import is_azure_database
+
+from .base import SqlserverDatabaseMetricsBase
+
+QUERY_AO_FAILOVER_CLUSTER = {
+    "name": "sys.dm_hadr_cluster",
+    "query": """
+        SELECT
+            LOWER(quorum_type_desc) AS quorum_type_desc,
+            LOWER(quorum_state_desc) AS quorum_state_desc,
+            cluster_name,
+            1,
+            1
+        FROM sys.dm_hadr_cluster
+    """.strip(),
+    "columns": [
+        {"name": "quorum_type", "type": "tag"},
+        {"name": "quorum_state", "type": "tag"},
+        {"name": "failover_cluster", "type": "tag"},
+        {"name": "ao.quorum_type", "type": "gauge"},
+        {"name": "ao.quorum_state", "type": "gauge"},
+    ],
+}
+
+# sys.dm_hadr_cluster does not have a related column to join on, this cross join will add the
+# cluster_name column to every row by multiplying all the rows in the left table against
+# all the rows in the right table. Note, there will only be one row from sys.dm_hadr_cluster.
+QUERY_AO_FAILOVER_CLUSTER_MEMBER = {
+    "name": "sys.dm_hadr_cluster_members",
+    "query": """
+        SELECT
+            member_name,
+            LOWER(member_type_desc) AS member_type_desc,
+            LOWER(member_state_desc) AS member_state_desc,
+            FC.cluster_name,
+            1,
+            1,
+            number_of_quorum_votes
+        FROM sys.dm_hadr_cluster_members
+        CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
+    """.strip(),
+    "columns": [
+        {"name": "member_name", "type": "tag"},
+        {"name": "member_type", "type": "tag"},
+        {"name": "member_state", "type": "tag"},
+        {"name": "failover_cluster", "type": "tag"},
+        {"name": "ao.member.type", "type": "gauge"},
+        {"name": "ao.member.state", "type": "gauge"},
+        {"name": "ao.member.number_of_quorum_votes", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverAoMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_ao_metrics(self) -> bool:
+        return self.config.database_metrics_config["ao_metrics"]["enabled"]
+
+    @property
+    def enabled(self) -> bool:
+        if not self.include_ao_metrics:
+            return False
+        if not self.major_version and not is_azure_database(self.engine_edition):
+            return False
+        if self.major_version > 2012 or is_azure_database(self.engine_edition):
+            return True
+        return False
+
+    @property
+    def queries(self) -> List[dict]:
+        return [
+            self.__get_query_ao_availability_groups(),
+            QUERY_AO_FAILOVER_CLUSTER,
+            QUERY_AO_FAILOVER_CLUSTER_MEMBER,
+        ]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"major_version={self.major_version}, "
+            f"engine_edition={self.engine_edition}, "
+            f"include_ao_metrics={self.include_ao_metrics})"
+        )
+
+    def __get_query_ao_availability_groups(self) -> dict:
+        """
+        Construct the sys.availability_groups QueryExecutor configuration based on the SQL Server major version
+
+        :params sqlserver_major_version: SQL Server major version (i.e. 2012, 2019, ...)
+        :return: a QueryExecutor query config object
+        """
+        column_definitions_tags = {
+            # AG - sys.availability_groups
+            "AG.group_id AS availability_group": {
+                "name": "availability_group",
+                "type": "tag",
+            },
+            "AG.name AS availability_group_name": {
+                "name": "availability_group_name",
+                "type": "tag",
+            },
+            # AR - sys.availability_replicas
+            "AR.replica_server_name": {"name": "replica_server_name", "type": "tag"},
+            "LOWER(AR.failover_mode_desc) AS failover_mode_desc": {
+                "name": "failover_mode",
+                "type": "tag",
+            },
+            "LOWER(AR.availability_mode_desc) AS availability_mode_desc": {
+                "name": "availability_mode",
+                "type": "tag",
+            },
+            # ADC - sys.availability_databases_cluster
+            "ADC.database_name": {"name": "database_name", "type": "tag"},
+            # DRS - sys.dm_hadr_database_replica_states
+            "DRS.replica_id": {"name": "replica_id", "type": "tag"},
+            "DRS.database_id": {"name": "database_id", "type": "tag"},
+            "LOWER(DRS.database_state_desc) AS database_state_desc": {
+                "name": "database_state",
+                "type": "tag",
+            },
+            "LOWER(DRS.synchronization_state_desc) AS synchronization_state_desc": {
+                "name": "synchronization_state",
+                "type": "tag",
+            },
+            # FC - sys.dm_hadr_cluster
+            "FC.cluster_name": {
+                "name": "failover_cluster",
+                "type": "tag",
+            },
+        }
+        column_definitions_metrics = {
+            "(DRS.log_send_queue_size * 1024) AS log_send_queue_size": {
+                "name": "ao.log_send_queue_size",
+                "type": "gauge",
+            },
+            "(DRS.log_send_rate * 1024) AS log_send_rate": {
+                "name": "ao.log_send_rate",
+                "type": "gauge",
+            },
+            "(DRS.redo_queue_size * 1024) AS redo_queue_size": {
+                "name": "ao.redo_queue_size",
+                "type": "gauge",
+            },
+            "(DRS.redo_rate * 1024) AS redo_rate": {
+                "name": "ao.redo_rate",
+                "type": "gauge",
+            },
+            "DRS.low_water_mark_for_ghosts": {
+                "name": "ao.low_water_mark_for_ghosts",
+                "type": "gauge",
+            },
+            "(DRS.filestream_send_rate * 1024) AS filestream_send_rate": {
+                "name": "ao.filestream_send_rate",
+                "type": "gauge",
+            },
+            # Other
+            "1 AS replica_sync_topology_indicator": {
+                "name": "ao.replica_status",
+                "type": "gauge",
+            },
+        }
+
+        # Include metrics based on version
+        if self.major_version >= 2016:
+            column_definitions_metrics["DRS.secondary_lag_seconds"] = {
+                "name": "ao.secondary_lag_seconds",
+                "type": "gauge",
+            }
+        if self.major_version >= 2014:
+            column_definitions_metrics["DRS.is_primary_replica"] = {
+                "name": "ao.is_primary_replica",
+                "type": "gauge",
+            }
+            column_definitions_tags[
+                """
+            CASE
+                WHEN DRS.is_primary_replica = 1 THEN 'primary'
+                WHEN DRS.is_primary_replica = 0 THEN 'secondary'
+            END AS replica_role_desc
+            """
+            ] = {"name": "replica_role", "type": "tag"}
+
+        # Sort columns to ensure a static column order
+        sql_columns = []
+        metric_columns = []
+        for column in sorted(column_definitions_tags.keys()):
+            sql_columns.append(column)
+            metric_columns.append(column_definitions_tags[column])
+        for column in sorted(column_definitions_metrics.keys()):
+            sql_columns.append(column)
+            metric_columns.append(column_definitions_metrics[column])
+
+        return {
+            "name": "sys.availability_groups",
+            "query": """
+            SELECT
+                {sql_columns}
+            FROM
+                sys.availability_groups AS AG
+                INNER JOIN sys.availability_replicas AS AR ON AG.group_id = AR.group_id
+                INNER JOIN sys.availability_databases_cluster AS ADC ON AG.group_id = ADC.group_id
+                INNER JOIN sys.dm_hadr_database_replica_states AS DRS ON AG.group_id = DRS.group_id
+                    AND ADC.group_database_id = DRS.group_database_id
+                    AND AR.replica_id = DRS.replica_id
+                -- `sys.dm_hadr_cluster` does not have a related column to join on, this cross join will add the
+                -- `cluster_name` column to every row by multiplying all the rows in the left table against
+                -- all the rows in the right table. Note, there will only be one row from `sys.dm_hadr_cluster`.
+                CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
+        """.strip().format(
+                sql_columns=", ".join(sql_columns),
+            ),
+            "columns": metric_columns,
+        }
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/availability_groups_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/availability_groups_metrics.py
new file mode 100644
index 0000000000000..ed3558c3d3a1c
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/availability_groups_metrics.py
@@ -0,0 +1,64 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+AVAILABILITY_GROUPS_METRICS_QUERY = {
+    "name": "sys.dm_hadr_availability_group_states",
+    "query": """SELECT
+        resource_group_id,
+        name,
+        synchronization_health_desc,
+        synchronization_health,
+        primary_recovery_health,
+        secondary_recovery_health
+        from sys.dm_hadr_availability_group_states as dhdrcs
+        inner join sys.availability_groups as ag
+        on ag.group_id = dhdrcs.group_id
+    """.strip(),
+    "columns": [
+        {"name": "availability_group", "type": "tag"},
+        {"name": "availability_group_name", "type": "tag"},
+        {"name": "synchronization_health_desc", "type": "tag"},
+        {"name": "ao.ag_sync_health", "type": "gauge"},
+        {"name": "ao.primary_replica_health", "type": "gauge"},
+        {"name": "ao.secondary_replica_health", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverAvailabilityGroupsMetrics(SqlserverDatabaseMetricsBase):
+    # sys.dm_hadr_availability_group_states
+    # Returns a row for each Always On availability group that possesses an availability replica on the local instance
+    # of SQL Server. Each row displays the states that define the health of a given availability group.
+    #
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-hadr-availability-group-states-transact-sql?view=sql-server-ver15
+    @property
+    def include_ao_metrics(self) -> bool:
+        return self.config.database_metrics_config["ao_metrics"]["enabled"]
+
+    @property
+    def availability_group(self):
+        return self.config.database_metrics_config["ao_metrics"]["availability_group"]
+
+    @property
+    def enabled(self):
+        if not self.include_ao_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        query = AVAILABILITY_GROUPS_METRICS_QUERY.copy()
+        if self.availability_group:
+            query['query'] += f" where resource_group_id = '{self.availability_group}'"
+        return [query]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_ao_metrics={self.include_ao_metrics}, "
+            f"availability_group={self.availability_group})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/availability_replicas_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/availability_replicas_metrics.py
new file mode 100644
index 0000000000000..69bccb89af457
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/availability_replicas_metrics.py
@@ -0,0 +1,98 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+AVAILABILITY_REPLICAS_METRICS_QUERY = {
+    "name": "sys.availability_replicas",
+    "query": """SELECT
+        database_name,
+        resource_group_id,
+        name,
+        replica_server_name,
+        failover_mode_desc,
+        {is_primary_replica},
+        failover_mode,
+        is_failover_ready
+        from sys.availability_replicas as ar
+        inner join sys.dm_hadr_database_replica_cluster_states as dhdrcs
+        on ar.replica_id = dhdrcs.replica_id
+        inner join sys.dm_hadr_database_replica_states as dhdrs
+        on ar.replica_id = dhdrs.replica_id
+        inner join sys.availability_groups as ag
+        on ag.group_id = ar.group_id
+    """.strip(),
+    "columns": [
+        {"name": "db", "type": "tag"},
+        {"name": "availability_group", "type": "tag"},
+        {"name": "availability_group_name", "type": "tag"},
+        {"name": "replica_server_name", "type": "tag"},
+        {"name": "failover_mode_desc", "type": "tag"},
+        {"name": "is_primary_replica", "type": "tag"},
+        {"name": "ao.replica_failover_mode", "type": "gauge"},
+        {"name": "ao.replica_failover_readiness", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverAvailabilityReplicasMetrics(SqlserverDatabaseMetricsBase):
+    # sys.availability_replicas (Transact-SQL)
+    #
+    # Returns a row for each of the availability replicas that belong to any Always On availability group in the WSFC
+    # failover cluster. If the local server instance is unable to talk to the WSFC failover cluster, for example because
+    # the cluster is down or quorum has been lost, only rows for local availability replicas are returned.
+    # These rows will contain only the columns of data that are cached locally in metadata.
+    #
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-availability-replicas-transact-sql?view=sql-server-ver15
+    @property
+    def include_ao_metrics(self) -> bool:
+        return self.config.database_metrics_config["ao_metrics"]["enabled"]
+
+    @property
+    def availability_group(self):
+        return self.config.database_metrics_config["ao_metrics"]["availability_group"]
+
+    @property
+    def only_emit_local(self):
+        return self.config.database_metrics_config["ao_metrics"]["only_emit_local"]
+
+    @property
+    def ao_database(self):
+        return self.config.database_metrics_config["ao_metrics"]["ao_database"]
+
+    @property
+    def enabled(self):
+        if not self.include_ao_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        query = AVAILABILITY_REPLICAS_METRICS_QUERY.copy()
+        if self.availability_group or self.only_emit_local or self.ao_database:
+            where_clauses = []
+            if self.availability_group:
+                where_clauses.append(f"resource_group_id = '{self.availability_group}'")
+            if self.only_emit_local:
+                where_clauses.append("is_local = 1")
+            if self.ao_database:
+                where_clauses.append(f"database_name = '{self.ao_database}'")
+            query['query'] += f" where {' and '.join(where_clauses)}"
+        if self.major_version >= 2014:
+            # This column only supported in SQL Server 2014 and later
+            is_primary_replica = "is_primary_replica"
+        else:
+            is_primary_replica = "'unknown' as is_primary_replica"
+        query['query'] = query['query'].format(is_primary_replica=is_primary_replica)
+        return [query]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_ao_metrics={self.include_ao_metrics}, "
+            f"availability_group={self.availability_group}, "
+            f"only_emit_local={self.only_emit_local}, "
+            f"ao_database={self.ao_database})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/base.py b/sqlserver/datadog_checks/sqlserver/database_metrics/base.py
index eba7855293eda..013c68d9703e7 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/base.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/base.py
@@ -7,20 +7,21 @@
 
 from datadog_checks.base.log import get_check_logger
 from datadog_checks.base.utils.db.core import QueryExecutor
+from datadog_checks.sqlserver.config import SQLServerConfig
 from datadog_checks.sqlserver.const import STATIC_INFO_ENGINE_EDITION, STATIC_INFO_MAJOR_VERSION, STATIC_INFO_RDS
 
 
 class SqlserverDatabaseMetricsBase:
     def __init__(
         self,
-        instance_config,
+        config,
         new_query_executor,
         server_static_info,
         execute_query_handler,
         track_operation_time=False,
         databases=None,
     ):
-        self.instance_config: dict = instance_config
+        self.config: SQLServerConfig = config
         self.server_static_info: dict = server_static_info
         self.new_query_executor: Callable[
             [List[dict], Callable, Optional[List[str]], Optional[bool]], QueryExecutor
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/database_agent_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/database_agent_metrics.py
index a31cee8900a0c..0c2491b0b056f 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/database_agent_metrics.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/database_agent_metrics.py
@@ -108,7 +108,9 @@
 class SqlserverAgentMetrics(SqlserverDatabaseMetricsBase):
     @property
     def include_agent_metrics(self) -> bool:
-        agent_jobs_config = self.instance_config.get('agent_jobs', {})
+        if not self.config.dbm_enabled:
+            return False
+        agent_jobs_config = self.config.agent_jobs_config
         if agent_jobs_config:
             return is_affirmative(agent_jobs_config.get('enabled', False))
         return False
@@ -126,7 +128,7 @@ def collection_interval(self) -> int:
         Returns the interval in seconds at which to collect index usage metrics.
         Note: The index usage metrics query can be expensive, so it is recommended to set a higher interval.
         '''
-        agent_jobs_config = self.instance_config.get('agent_jobs', {})
+        agent_jobs_config = self.config.agent_jobs_config
         if agent_jobs_config:
             return int(agent_jobs_config.get('collection_interval', 15))
         return 15  # 15 seconds
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/database_backup_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/database_backup_metrics.py
index e82cd65963204..21be687d112b1 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/database_backup_metrics.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/database_backup_metrics.py
@@ -30,26 +30,23 @@ class SqlserverDatabaseBackupMetrics(SqlserverDatabaseMetricsBase):
     # Contains a row for each backup set. A backup set
     # contains the backup from a single, successful backup operation.
     # https://docs.microsoft.com/en-us/sql/relational-databases/system-tables/backupset-transact-sql?view=sql-server-ver15
+    @property
+    def include_database_backup_metrics(self) -> bool:
+        return self.config.database_metrics_config["db_backup_metrics"]["enabled"]
+
     @property
     def enabled(self):
-        if is_azure_sql_database(self.engine_edition):
+        if not self.include_database_backup_metrics or is_azure_sql_database(self.engine_edition):
             return False
         return True
 
-    @property
-    def _default_collection_interval(self) -> int:
-        '''
-        Returns the default interval in seconds at which to collect database backup metrics.
-        '''
-        return 5 * 60  # 5 minutes
-
     @property
     def collection_interval(self) -> int:
         '''
         Returns the interval in seconds at which to collect database backup metrics.
         Note: The database backup metrics query can be expensive, so it is recommended to set a higher interval.
         '''
-        return int(self.instance_config.get('database_backup_metrics_interval', self._default_collection_interval))
+        return self.config.database_metrics_config["db_backup_metrics"]["collection_interval"]
 
     @property
     def queries(self):
@@ -63,6 +60,7 @@ def __repr__(self) -> str:
         return (
             f"{self.__class__.__name__}("
             f"enabled={self.enabled}, "
+            f"include_database_backup_metrics={self.include_database_backup_metrics}), "
             f"engine_edition={self.engine_edition}, "
             f"collection_interval={self.collection_interval})"
         )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/database_files_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/database_files_metrics.py
new file mode 100644
index 0000000000000..5dd458bfd6005
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/database_files_metrics.py
@@ -0,0 +1,80 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import functools
+
+from .base import SqlserverDatabaseMetricsBase
+
+DATABASE_FILES_METRICS_QUERY = {
+    "name": "sys.database_files",
+    "query": """SELECT
+        file_id,
+        CASE type
+            WHEN 0 THEN 'data'
+            WHEN 1 THEN 'transaction_log'
+            WHEN 2 THEN 'filestream'
+            WHEN 3 THEN 'unknown'
+            WHEN 4 THEN 'full_text'
+            ELSE 'other'
+        END AS file_type,
+        physical_name,
+        name,
+        state_desc,
+        ISNULL(size, 0) as size,
+        ISNULL(CAST(FILEPROPERTY(name, 'SpaceUsed') as int), 0) as space_used,
+        state
+        FROM sys.database_files
+    """,
+    "columns": [
+        {"name": "file_id", "type": "tag"},
+        {"name": "file_type", "type": "tag"},
+        {"name": "file_location", "type": "tag"},
+        {"name": "file_name", "type": "tag"},
+        {"name": "database_files_state_desc", "type": "tag"},
+        {"name": "size", "type": "source"},
+        {"name": "space_used", "type": "source"},
+        {"name": "database.files.state", "type": "gauge"},
+    ],
+    "extras": [
+        # size/space_used are in pages, 1 page = 8 KB. Calculated after the query to avoid int overflow
+        {"name": "database.files.size", "expression": "size*8", "submit_type": "gauge"},
+        {"name": "database.files.space_used", "expression": "space_used*8", "submit_type": "gauge"},
+    ],
+}
+
+
+class SqlserverDatabaseFilesMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-database-files-transact-sql
+    @property
+    def include_database_files_metrics(self) -> bool:
+        return self.config.database_metrics_config["db_files_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_database_files_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [DATABASE_FILES_METRICS_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_database_files_metrics={self.include_database_files_metrics})"
+        )
+
+    def _build_query_executors(self):
+        executors = []
+        for database in self.databases:
+            executor = self.new_query_executor(
+                self.queries,
+                executor=functools.partial(self.execute_query_handler, db=database),
+                extra_tags=['db:{}'.format(database), 'database:{}'.format(database)],
+            )
+            executor.compile_queries()
+            executors.append(executor)
+        return executors
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/database_replication_stats_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/database_replication_stats_metrics.py
new file mode 100644
index 0000000000000..cbc5503855c80
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/database_replication_stats_metrics.py
@@ -0,0 +1,70 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+DATABASE_REPLICATION_STATS_METRICS_QUERY = {
+    "name": "sys.dm_hadr_database_replica_states",
+    "query": """SELECT
+        resource_group_id,
+        name,
+        replica_server_name,
+        synchronization_state_desc,
+        synchronization_state
+        from sys.dm_hadr_database_replica_states as dhdrs
+        inner join sys.availability_groups as ag
+        on ag.group_id = dhdrs.group_id
+        inner join sys.availability_replicas as ar
+        on dhdrs.replica_id = ar.replica_id
+    """.strip(),
+    "columns": [
+        {"name": "availability_group", "type": "tag"},
+        {"name": "availability_group_name", "type": "tag"},
+        {"name": "replica_server_name", "type": "tag"},
+        {"name": "synchronization_state_desc", "type": "tag"},
+        {"name": "ao.replica_sync_state", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverDatabaseReplicationStatsMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-hadr-database-replica-states-transact-sql?view=sql-server-ver15
+    @property
+    def include_ao_metrics(self) -> bool:
+        return self.config.database_metrics_config["ao_metrics"]["enabled"]
+
+    @property
+    def availability_group(self):
+        return self.config.database_metrics_config["ao_metrics"]["availability_group"]
+
+    @property
+    def only_emit_local(self):
+        return self.config.database_metrics_config["ao_metrics"]["only_emit_local"]
+
+    @property
+    def enabled(self):
+        if not self.include_ao_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        query = DATABASE_REPLICATION_STATS_METRICS_QUERY.copy()
+        if self.availability_group or self.only_emit_local:
+            where_clauses = []
+            if self.availability_group:
+                where_clauses.append(f"resource_group_id = '{self.availability_group}'")
+            if self.only_emit_local:
+                where_clauses.append("is_local = 1")
+            query['query'] += f" where {' and '.join(where_clauses)}"
+        return [query]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_ao_metrics={self.include_ao_metrics}, "
+            f"availability_group={self.availability_group}, "
+            f"only_emit_local={self.only_emit_local})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/database_stats_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/database_stats_metrics.py
new file mode 100644
index 0000000000000..3c34a16004f81
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/database_stats_metrics.py
@@ -0,0 +1,55 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+
+from .base import SqlserverDatabaseMetricsBase
+
+DATABASE_STATS_METRICS_QUERY = {
+    "name": "sys.databases",
+    "query": """SELECT
+        name as db,
+        name as database_name,
+        state_desc,
+        recovery_model_desc,
+        state,
+        is_sync_with_backup,
+        is_in_standby,
+        is_read_only
+        from sys.databases
+    """,
+    "columns": [
+        {"name": "db", "type": "tag"},
+        {"name": "database", "type": "tag"},
+        {"name": "database_state_desc", "type": "tag"},
+        {"name": "database_recovery_model_desc", "type": "tag"},
+        {"name": "database.state", "type": "gauge"},
+        {"name": "database.is_sync_with_backup", "type": "gauge"},
+        {"name": "database.is_in_standby", "type": "gauge"},
+        {"name": "database.is_read_only", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverDatabaseStatsMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-databases-transact-sql?view=sql-server-ver15
+    @property
+    def include_database_stats_metrics(self) -> bool:
+        return self.config.database_metrics_config["db_stats_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_database_stats_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [DATABASE_STATS_METRICS_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_database_stats_metrics={self.include_database_stats_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/db_fragmentation_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/db_fragmentation_metrics.py
index 2b05f9378d37c..3e31f85d219b4 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/db_fragmentation_metrics.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/db_fragmentation_metrics.py
@@ -5,7 +5,6 @@
 import copy
 import functools
 
-from datadog_checks.base.config import is_affirmative
 from datadog_checks.base.errors import ConfigurationError
 
 from .base import SqlserverDatabaseMetricsBase
@@ -15,6 +14,7 @@
     "query": """SELECT
         DB_NAME(DDIPS.database_id) as database_name,
         OBJECT_NAME(DDIPS.object_id, DDIPS.database_id) as object_name,
+        OBJECT_SCHEMA_NAME(DDIPS.object_id, DDIPS.database_id) as "schema",
         DDIPS.index_id as index_id,
         I.name as index_name,
         DDIPS.fragment_count as fragment_count,
@@ -29,6 +29,7 @@
     "columns": [
         {"name": "database_name", "type": "tag"},
         {"name": "object_name", "type": "tag"},
+        {"name": "schema", "type": "tag"},
         {"name": "index_id", "type": "tag"},
         {"name": "index_name", "type": "tag"},
         {"name": "database.fragment_count", "type": "gauge"},
@@ -52,15 +53,15 @@ class SqlserverDBFragmentationMetrics(SqlserverDatabaseMetricsBase):
     # https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-db-index-physical-stats-transact-sql?view=sql-server-ver15
     @property
     def include_db_fragmentation_metrics(self):
-        return is_affirmative(self.instance_config.get('include_db_fragmentation_metrics', False))
+        return self.config.database_metrics_config["db_fragmentation_metrics"]["enabled"]
 
     @property
     def include_db_fragmentation_metrics_tempdb(self):
-        return is_affirmative(self.instance_config.get('include_db_fragmentation_metrics_tempdb', False))
+        return self.config.database_metrics_config["db_fragmentation_metrics"]["enabled_tempdb"]
 
     @property
     def db_fragmentation_object_names(self):
-        return self.instance_config.get('db_fragmentation_object_names', []) or []
+        return self.config.db_fragmentation_object_names
 
     @property
     def enabled(self):
@@ -68,20 +69,13 @@ def enabled(self):
             return False
         return True
 
-    @property
-    def _default_collection_interval(self) -> int:
-        '''
-        Returns the default interval in seconds at which to collect database index fragmentation metrics.
-        '''
-        return 5 * 60  # 5 minutes
-
     @property
     def collection_interval(self) -> int:
         '''
         Returns the interval in seconds at which to collect database index fragmentation metrics.
         Note: The index fragmentation metrics query can be expensive, so it is recommended to set a higher interval.
         '''
-        return int(self.instance_config.get('db_fragmentation_metrics_interval', self._default_collection_interval))
+        return self.config.database_metrics_config["db_fragmentation_metrics"]["collection_interval"]
 
     @property
     def databases(self):
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/fci_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/fci_metrics.py
new file mode 100644
index 0000000000000..5bd821d07b8de
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/fci_metrics.py
@@ -0,0 +1,63 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.sqlserver.const import (
+    ENGINE_EDITION_AZURE_MANAGED_INSTANCE,
+)
+from datadog_checks.sqlserver.utils import is_azure_database
+
+from .base import SqlserverDatabaseMetricsBase
+
+QUERY_FAILOVER_CLUSTER_INSTANCE = {
+    "name": "sys.dm_os_cluster_nodes",
+    "query": """
+        SELECT
+            NodeName AS node_name,
+            LOWER(status_description) AS status_description,
+            FC.cluster_name,
+            status,
+            is_current_owner
+        FROM sys.dm_os_cluster_nodes
+        -- `sys.dm_hadr_cluster` does not have a related column to join on, this cross join will add the
+        -- `cluster_name` column to every row by multiplying all the rows in the left table against
+        -- all the rows in the right table. Note, there will only be one row from `sys.dm_hadr_cluster`.
+        CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
+    """.strip(),
+    "columns": [
+        {"name": "node_name", "type": "tag"},
+        {"name": "status", "type": "tag"},
+        {"name": "failover_cluster", "type": "tag"},
+        {"name": "fci.status", "type": "gauge"},
+        {"name": "fci.is_current_owner", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverFciMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_fci_metrics(self) -> bool:
+        return self.config.database_metrics_config["fci_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_fci_metrics:
+            return False
+        if not self.major_version and not is_azure_database(self.engine_edition):
+            return False
+        if self.major_version > 2012 or self.engine_edition == ENGINE_EDITION_AZURE_MANAGED_INSTANCE:
+            return True
+        return False
+
+    @property
+    def queries(self):
+        return [QUERY_FAILOVER_CLUSTER_INSTANCE]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"major_version={self.major_version}, "
+            f"engine_edition={self.engine_edition}, "
+            f"include_fci_metrics={self.include_fci_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/file_stats_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/file_stats_metrics.py
new file mode 100644
index 0000000000000..85b3a0d25c26d
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/file_stats_metrics.py
@@ -0,0 +1,111 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.sqlserver.const import ENGINE_EDITION_SQL_DATABASE
+from datadog_checks.sqlserver.utils import is_azure_database
+
+from .base import SqlserverDatabaseMetricsBase
+
+
+class SqlserverFileStatsMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_file_stats_metrics(self) -> bool:
+        return self.config.database_metrics_config["file_stats_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_file_stats_metrics:
+            return False
+        if not self.major_version and not is_azure_database(self.engine_edition):
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [self.__get_query_file_stats()]
+
+    def __get_query_file_stats(self) -> dict:
+        """
+        Construct the dm_io_virtual_file_stats QueryExecutor configuration based on the SQL Server major version
+        :return: a QueryExecutor query config object
+        """
+
+        column_definitions = {
+            "size_on_disk_bytes": {"name": "files.size_on_disk", "type": "gauge"},
+            "num_of_reads": {"name": "files.reads", "type": "monotonic_count"},
+            "num_of_bytes_read": {"name": "files.read_bytes", "type": "monotonic_count"},
+            "io_stall_read_ms": {"name": "files.read_io_stall", "type": "monotonic_count"},
+            "io_stall_queued_read_ms": {
+                "name": "files.read_io_stall_queued",
+                "type": "monotonic_count",
+            },
+            "num_of_writes": {"name": "files.writes", "type": "monotonic_count"},
+            "num_of_bytes_written": {
+                "name": "files.written_bytes",
+                "type": "monotonic_count",
+            },
+            "io_stall_write_ms": {
+                "name": "files.write_io_stall",
+                "type": "monotonic_count",
+            },
+            "io_stall_queued_write_ms": {
+                "name": "files.write_io_stall_queued",
+                "type": "monotonic_count",
+            },
+            "io_stall": {"name": "files.io_stall", "type": "monotonic_count"},
+        }
+
+        if self.major_version <= 2012 and not is_azure_database(self.engine_edition):
+            column_definitions.pop("io_stall_queued_read_ms")
+            column_definitions.pop("io_stall_queued_write_ms")
+
+        # sort columns to ensure a static column order
+        sql_columns = []
+        metric_columns = []
+        for column in sorted(column_definitions.keys()):
+            sql_columns.append("fs.{}".format(column))
+            metric_columns.append(column_definitions[column])
+
+        query_filter = ""
+        if self.major_version == 2022:
+            query_filter = "WHERE DB_NAME(fs.database_id) not like 'model_%'"
+
+        query = """
+        SELECT
+            DB_NAME(fs.database_id),
+            mf.state_desc,
+            mf.name,
+            mf.physical_name,
+            {sql_columns}
+        FROM sys.dm_io_virtual_file_stats(NULL, NULL) fs
+            LEFT JOIN sys.master_files mf
+                ON mf.database_id = fs.database_id
+                AND mf.file_id = fs.file_id {filter};
+        """
+
+        if self.engine_edition == ENGINE_EDITION_SQL_DATABASE:
+            # Azure SQL DB does not have access to the sys.master_files view
+            query = """
+            SELECT
+                DB_NAME(DB_ID()),
+                df.state_desc,
+                df.name,
+                df.physical_name,
+                {sql_columns}
+            FROM sys.dm_io_virtual_file_stats(DB_ID(), NULL) fs
+                LEFT JOIN sys.database_files df
+                    ON df.file_id = fs.file_id;
+            """
+
+        return {
+            "name": "sys.dm_io_virtual_file_stats",
+            "query": query.strip().format(sql_columns=", ".join(sql_columns), filter=query_filter),
+            "columns": [
+                {"name": "db", "type": "tag"},
+                {"name": "state", "type": "tag"},
+                {"name": "logical_name", "type": "tag"},
+                {"name": "file_location", "type": "tag"},
+            ]
+            + metric_columns,
+        }
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/index_usage_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/index_usage_metrics.py
index 34c9b24e8d668..6fd5d9aac1a5d 100644
--- a/sqlserver/datadog_checks/sqlserver/database_metrics/index_usage_metrics.py
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/index_usage_metrics.py
@@ -4,7 +4,6 @@
 
 import functools
 
-from datadog_checks.base.config import is_affirmative
 from datadog_checks.base.errors import ConfigurationError
 
 from .base import SqlserverDatabaseMetricsBase
@@ -18,6 +17,7 @@
             WHEN ind.name IS NULL THEN 'HeapIndex_' + OBJECT_NAME(ind.object_id)
             ELSE ind.name
          END AS index_name,
+         OBJECT_SCHEMA_NAME(ind.object_id, ixus.database_id) as "schema",
          OBJECT_NAME(ind.object_id) as table_name,
         user_seeks,
         user_scans,
@@ -27,11 +27,12 @@
              INNER JOIN sys.dm_db_index_usage_stats ixus
              ON ixus.index_id = ind.index_id AND ixus.object_id = ind.object_id
     WHERE OBJECTPROPERTY(ind.object_id, 'IsUserTable') = 1 AND DB_NAME(ixus.database_id) = db_name()
-    GROUP BY ixus.database_id, OBJECT_NAME(ind.object_id), ind.name, user_seeks, user_scans, user_lookups, user_updates
+    GROUP BY ixus.database_id, ind.object_id, ind.name, user_seeks, user_scans, user_lookups, user_updates
 """,
     "columns": [
         {"name": "db", "type": "tag"},
         {"name": "index_name", "type": "tag"},
+        {"name": "schema", "type": "tag"},
         {"name": "table", "type": "tag"},
         {"name": "index.user_seeks", "type": "monotonic_count"},
         {"name": "index.user_scans", "type": "monotonic_count"},
@@ -45,18 +46,11 @@
 class SqlserverIndexUsageMetrics(SqlserverDatabaseMetricsBase):
     @property
     def include_index_usage_metrics(self) -> bool:
-        return is_affirmative(self.instance_config.get('include_index_usage_metrics', True))
+        return self.config.database_metrics_config["index_usage_metrics"]["enabled"]
 
     @property
     def include_index_usage_metrics_tempdb(self) -> bool:
-        return is_affirmative(self.instance_config.get('include_index_usage_metrics_tempdb', False))
-
-    @property
-    def _default_collection_interval(self) -> int:
-        '''
-        Returns the default interval in seconds at which to collect index usage metrics.
-        '''
-        return 5 * 60  # 5 minutes
+        return self.config.database_metrics_config["index_usage_metrics"]["enabled_tempdb"]
 
     @property
     def collection_interval(self) -> int:
@@ -64,7 +58,7 @@ def collection_interval(self) -> int:
         Returns the interval in seconds at which to collect index usage metrics.
         Note: The index usage metrics query can be expensive, so it is recommended to set a higher interval.
         '''
-        return int(self.instance_config.get('index_usage_stats_interval', self._default_collection_interval))
+        return self.config.database_metrics_config["index_usage_metrics"]["collection_interval"]
 
     @property
     def databases(self):
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/master_files_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/master_files_metrics.py
new file mode 100644
index 0000000000000..2dd429807c0dc
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/master_files_metrics.py
@@ -0,0 +1,66 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+MASTER_FILES_METRICS_QUERY = {
+    "name": "sys.master_files",
+    "query": """SELECT
+        sys.databases.name as db,
+        sys.databases.name as database_name,
+        file_id,
+        CASE type
+            WHEN 0 THEN 'data'
+            WHEN 1 THEN 'transaction_log'
+            WHEN 2 THEN 'filestream'
+            WHEN 3 THEN 'unknown'
+            WHEN 4 THEN 'full_text'
+            ELSE 'other'
+        END AS file_type,
+        physical_name,
+        sys.master_files.state_desc as state_desc,
+        ISNULL(size, 0) as size,
+        sys.master_files.state as state
+        from sys.master_files
+        right outer join sys.databases on sys.master_files.database_id = sys.databases.database_id
+    """,
+    "columns": [
+        {"name": "db", "type": "tag"},
+        {"name": "database", "type": "tag"},
+        {"name": "file_id", "type": "tag"},
+        {"name": "file_type", "type": "tag"},
+        {"name": "file_location", "type": "tag"},
+        {"name": "database_files_state_desc", "type": "tag"},
+        {"name": "size", "type": "source"},
+        {"name": "database.master_files.state", "type": "gauge"},
+    ],
+    "extras": [
+        # size is in pages, 1 page = 8 KB. Calculated after the query to avoid int overflow
+        {"name": "database.master_files.size", "expression": "size*8", "submit_type": "gauge"},
+    ],
+}
+
+
+class SqlserverMasterFilesMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-master-files-transact-sql
+    @property
+    def include_master_files_metrics(self):
+        return self.config.database_metrics_config["master_files_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_master_files_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [MASTER_FILES_METRICS_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_master_files_metrics={self.include_master_files_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/os_schedulers_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/os_schedulers_metrics.py
new file mode 100644
index 0000000000000..0363040d455f2
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/os_schedulers_metrics.py
@@ -0,0 +1,52 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+OS_SCHEDULERS_METRICS_QUERY = {
+    "name": "sys.dm_os_schedulers",
+    "query": """SELECT
+        scheduler_id,
+        parent_node_id,
+        current_tasks_count,
+        current_workers_count,
+        active_workers_count,
+        runnable_tasks_count,
+        work_queue_count
+        from sys.dm_os_schedulers
+    """,
+    "columns": [
+        {"name": "scheduler_id", "type": "tag"},
+        {"name": "parent_node_id", "type": "tag"},
+        {"name": "scheduler.current_tasks_count", "type": "gauge"},
+        {"name": "scheduler.current_workers_count", "type": "gauge"},
+        {"name": "scheduler.active_workers_count", "type": "gauge"},
+        {"name": "scheduler.runnable_tasks_count", "type": "gauge"},
+        {"name": "scheduler.work_queue_count", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverOsSchedulersMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-os-schedulers-transact-sql
+    @property
+    def include_task_scheduler_metrics(self):
+        return self.config.database_metrics_config["task_scheduler_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_task_scheduler_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [OS_SCHEDULERS_METRICS_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_task_scheduler_metrics={self.include_task_scheduler_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/os_tasks_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/os_tasks_metrics.py
new file mode 100644
index 0000000000000..2fa631c28e7d7
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/os_tasks_metrics.py
@@ -0,0 +1,48 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+OS_TASKS_METRICS_QUERY = {
+    "name": "sys.dm_os_tasks",
+    "query": """select
+        scheduler_id,
+        SUM(CAST(context_switches_count AS BIGINT)) as context_switches_count,
+        SUM(CAST(pending_io_count AS BIGINT)) as pending_io_count,
+        SUM(pending_io_byte_count) as pending_io_byte_count,
+        AVG(pending_io_byte_average) as pending_io_byte_average
+        from sys.dm_os_tasks group by scheduler_id
+    """,
+    "columns": [
+        {"name": "scheduler_id", "type": "tag"},
+        {"name": "task.context_switches_count", "type": "gauge"},
+        {"name": "task.pending_io_count", "type": "gauge"},
+        {"name": "task.pending_io_byte_count", "type": "gauge"},
+        {"name": "task.pending_io_byte_average", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverOsTasksMetrics(SqlserverDatabaseMetricsBase):
+    # https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-os-tasks-transact-sql
+    @property
+    def include_task_scheduler_metrics(self):
+        return self.config.database_metrics_config["task_scheduler_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_task_scheduler_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [OS_TASKS_METRICS_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_task_scheduler_metrics={self.include_task_scheduler_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/primary_log_shipping_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/primary_log_shipping_metrics.py
new file mode 100644
index 0000000000000..709c8e48f2146
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/primary_log_shipping_metrics.py
@@ -0,0 +1,47 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+QUERY_LOG_SHIPPING_PRIMARY = {
+    "name": "msdb.dbo.log_shipping_monitor_primary",
+    "query": """
+        SELECT primary_id
+            ,primary_server
+            ,primary_database
+            ,DATEDIFF(SECOND, last_backup_date, GETDATE()) AS time_since_backup
+            ,backup_threshold*60 as backup_threshold
+        FROM msdb.dbo.log_shipping_monitor_primary
+    """.strip(),
+    "columns": [
+        {"name": "primary_id", "type": "tag"},
+        {"name": "primary_server", "type": "tag"},
+        {"name": "primary_db", "type": "tag"},
+        {"name": "log_shipping_primary.time_since_backup", "type": "gauge"},
+        {"name": "log_shipping_primary.backup_threshold", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverPrimaryLogShippingMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_primary_log_shipping_metrics(self) -> bool:
+        return self.config.database_metrics_config["primary_log_shipping_metrics"]["enabled"]
+
+    @property
+    def enabled(self):
+        if not self.include_primary_log_shipping_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [QUERY_LOG_SHIPPING_PRIMARY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_primary_log_shipping_metrics={self.include_primary_log_shipping_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/secondary_log_shipping_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/secondary_log_shipping_metrics.py
new file mode 100644
index 0000000000000..4fe6fb3db106d
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/secondary_log_shipping_metrics.py
@@ -0,0 +1,55 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from .base import SqlserverDatabaseMetricsBase
+
+QUERY_LOG_SHIPPING_SECONDARY = {
+    "name": "msdb.dbo.log_shipping_monitor_secondary",
+    "query": """
+        SELECT secondary_server
+            ,secondary_database
+            ,secondary_id
+            ,primary_server
+            ,primary_database
+            ,DATEDIFF(SECOND, last_restored_date, GETDATE()) AS time_since_restore
+            ,DATEDIFF(SECOND, last_copied_date, GETDATE()) AS time_since_copy
+            ,last_restored_latency*60 as last_restored_latency
+            ,restore_threshold*60 as restore_threshold
+        FROM msdb.dbo.log_shipping_monitor_secondary
+    """.strip(),
+    "columns": [
+        {"name": "secondary_server", "type": "tag"},
+        {"name": "secondary_db", "type": "tag"},
+        {"name": "secondary_id", "type": "tag"},
+        {"name": "primary_server", "type": "tag"},
+        {"name": "primary_db", "type": "tag"},
+        {"name": "log_shipping_secondary.time_since_restore", "type": "gauge"},
+        {"name": "log_shipping_secondary.time_since_copy", "type": "gauge"},
+        {"name": "log_shipping_secondary.last_restored_latency", "type": "gauge"},
+        {"name": "log_shipping_secondary.restore_threshold", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverSecondaryLogShippingMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_secondary_log_shipping_metrics(self) -> bool:
+        return self.config.database_metrics_config['secondary_log_shipping_metrics']['enabled']
+
+    @property
+    def enabled(self):
+        if not self.include_secondary_log_shipping_metrics:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [QUERY_LOG_SHIPPING_SECONDARY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}"
+            f"(enabled={self.enabled}, "
+            f"include_secondary_log_shipping_metrics={self.include_secondary_log_shipping_metrics})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/server_state_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/server_state_metrics.py
new file mode 100644
index 0000000000000..7d437637e3056
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/server_state_metrics.py
@@ -0,0 +1,59 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.sqlserver.const import (
+    ENGINE_EDITION_SQL_DATABASE,
+)
+
+from .base import SqlserverDatabaseMetricsBase
+
+QUERY_SERVER_STATIC_INFO = {
+    "name": "sys.dm_os_sys_info",
+    "query": """
+        SELECT (os.ms_ticks/1000) AS [Server Uptime]
+        ,os.cpu_count AS [CPU Count]
+        ,(os.physical_memory_kb*1024) AS [Physical Memory Bytes]
+        ,os.virtual_memory_kb AS [Virtual Memory Bytes]
+        ,(os.committed_kb*1024) AS [Total Server Memory Bytes]
+        ,(os.committed_target_kb*1024) AS [Target Server Memory Bytes]
+      FROM sys.dm_os_sys_info os""".strip(),
+    "columns": [
+        {"name": "server.uptime", "type": "gauge"},
+        {"name": "server.cpu_count", "type": "gauge"},
+        {"name": "server.physical_memory", "type": "gauge"},
+        {"name": "server.virtual_memory", "type": "gauge"},
+        {"name": "server.committed_memory", "type": "gauge"},
+        {"name": "server.target_memory", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverServerStateMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_server_state_metrics(self) -> bool:
+        return self.config.database_metrics_config['server_state_metrics']['enabled']
+
+    @property
+    def enabled(self):
+        # Server state queries require VIEW SERVER STATE permissions, which some managed database
+        # versions do not support.
+
+        if not self.include_server_state_metrics:
+            return False
+        if self.engine_edition in [ENGINE_EDITION_SQL_DATABASE]:
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [QUERY_SERVER_STATIC_INFO]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"include_server_state_metrics={self.include_server_state_metrics}, "
+            f"major_version={self.major_version}, "
+            f"engine_edition={self.engine_edition})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/tempdb_file_space_usage_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/tempdb_file_space_usage_metrics.py
new file mode 100644
index 0000000000000..5e18c1838679c
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/tempdb_file_space_usage_metrics.py
@@ -0,0 +1,64 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+import functools
+
+from datadog_checks.sqlserver.utils import is_azure_sql_database
+
+from .base import SqlserverDatabaseMetricsBase
+
+TEMPDB_SPACE_USAGE_QUERY = {
+    "name": "sys.dm_db_file_space_usage",
+    "query": """SELECT
+        database_id,
+        ISNULL(SUM(unallocated_extent_page_count)*1.0/128, 0) as free_space,
+        ISNULL(SUM(version_store_reserved_page_count)*1.0/128, 0) as used_space_by_version_store,
+        ISNULL(SUM(internal_object_reserved_page_count)*1.0/128, 0) as used_space_by_internal_object,
+        ISNULL(SUM(user_object_reserved_page_count)*1.0/128, 0) as used_space_by_user_object,
+        ISNULL(SUM(mixed_extent_page_count)*1.0/128, 0) as mixed_extent_space
+    FROM sys.dm_db_file_space_usage group by database_id""",
+    "columns": [
+        {"name": "database_id", "type": "tag"},
+        {"name": "tempdb.file_space_usage.free_space", "type": "gauge"},
+        {"name": "tempdb.file_space_usage.version_store_space", "type": "gauge"},
+        {"name": "tempdb.file_space_usage.internal_object_space", "type": "gauge"},
+        {"name": "tempdb.file_space_usage.user_object_space", "type": "gauge"},
+        {"name": "tempdb.file_space_usage.mixed_extent_space", "type": "gauge"},
+    ],
+}
+
+
+class SqlserverTempDBFileSpaceUsageMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def include_tempdb_file_space_usage_metrics(self) -> bool:
+        return self.config.database_metrics_config['tempdb_file_space_usage_metrics']['enabled']
+
+    @property
+    def enabled(self):
+        if not self.include_tempdb_file_space_usage_metrics:
+            return False
+        if is_azure_sql_database(self.engine_edition):
+            return False
+        return True
+
+    @property
+    def queries(self):
+        return [TEMPDB_SPACE_USAGE_QUERY]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"engine_edition={self.engine_edition}, "
+            f"include_tempdb_file_space_usage_metrics={self.include_tempdb_file_space_usage_metrics})"
+        )
+
+    def _build_query_executors(self):
+        executor = self.new_query_executor(
+            self.queries,
+            executor=functools.partial(self.execute_query_handler, db='tempdb'),
+            extra_tags=['db:tempdb', 'database:tempdb'],
+        )
+        executor.compile_queries()
+        return [executor]
diff --git a/sqlserver/datadog_checks/sqlserver/database_metrics/xe_session_metrics.py b/sqlserver/datadog_checks/sqlserver/database_metrics/xe_session_metrics.py
new file mode 100644
index 0000000000000..db99837c38b3f
--- /dev/null
+++ b/sqlserver/datadog_checks/sqlserver/database_metrics/xe_session_metrics.py
@@ -0,0 +1,78 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+from datadog_checks.base.config import is_affirmative
+
+from .base import SqlserverDatabaseMetricsBase
+
+XE_RING_BUFFER = "ring_buffer"
+XE_EVENT_FILE = "event_file"
+
+XE_SESSION_STATUS_QUERY = {
+    "name": "sys.dm_xe_sessions",
+    "query": """SELECT
+s.name as session_name,
+CASE
+    WHEN r.event_session_id IS NULL THEN 0
+    ELSE 1
+END AS session_status
+FROM sys.dm_xe_sessions as s
+LEFT OUTER JOIN sys.server_event_sessions r
+    ON s.name = r.name""",
+    "columns": [
+        {"name": "session_name", "type": "tag"},
+        {"name": "xe.session_status", "type": "gauge"},
+    ],
+}
+
+XE_EVENTS_NOT_IN_XML = {
+    "name": "sys.dm_xe_session_targets",
+    "query": """SELECT name session_name,
+    target_data.value('(RingBufferTarget/@eventCount)[1]', 'int') -
+    target_data.value('count(RingBufferTarget/event)', 'int') AS events_not_in_xml
+    FROM
+    ( SELECT s.name, CAST(target_data AS XML) AS target_data
+        FROM sys.dm_xe_sessions as s
+        INNER JOIN sys.dm_xe_session_targets AS st
+           ON s.address = st.event_session_address
+       WHERE st.target_name = N'ring_buffer' ) AS n""",
+    "columns": [
+        {"name": "session_name", "type": "tag"},
+        {"name": "xe.events_not_in_xml", "type": "gauge"},
+    ],
+}
+
+
+class SQLServerXESessionMetrics(SqlserverDatabaseMetricsBase):
+    @property
+    def enabled(self):
+        self.deadlocks_config: dict = self.config.deadlocks_config
+        return self.config.database_metrics_config["xe_metrics"]["enabled"] or is_affirmative(
+            self.deadlocks_config.get('enabled', False)
+        )
+
+    @property
+    def collection_interval(self) -> int:
+        '''
+        Returns the interval in seconds at which to collect XE sessopm metrics.
+        '''
+        return 60
+
+    @property
+    def queries(self):
+        # make copies of the query to avoid modifying the originals
+        # in case different instances have different collection intervals
+        query_status = XE_SESSION_STATUS_QUERY.copy()
+        query_status['collection_interval'] = self.collection_interval
+        query_events_not_in_xml = XE_EVENTS_NOT_IN_XML.copy()
+        query_events_not_in_xml['collection_interval'] = self.collection_interval
+        return [query_status, query_events_not_in_xml]
+
+    def __repr__(self) -> str:
+        return (
+            f"{self.__class__.__name__}("
+            f"enabled={self.enabled}, "
+            f"engine_edition={self.engine_edition}, "
+            f"collection_interval={self.collection_interval})"
+        )
diff --git a/sqlserver/datadog_checks/sqlserver/deadlocks.py b/sqlserver/datadog_checks/sqlserver/deadlocks.py
index f8405bd3b9996..06debaa260d4b 100644
--- a/sqlserver/datadog_checks/sqlserver/deadlocks.py
+++ b/sqlserver/datadog_checks/sqlserver/deadlocks.py
@@ -11,7 +11,15 @@
 from datadog_checks.base.utils.tracking import tracked_method
 from datadog_checks.sqlserver.config import SQLServerConfig
 from datadog_checks.sqlserver.const import STATIC_INFO_ENGINE_EDITION, STATIC_INFO_VERSION
-from datadog_checks.sqlserver.queries import DEADLOCK_TIMESTAMP_ALIAS, DEADLOCK_XML_ALIAS, get_deadlocks_query
+from datadog_checks.sqlserver.database_metrics.xe_session_metrics import XE_EVENT_FILE, XE_RING_BUFFER
+from datadog_checks.sqlserver.queries import (
+    DEADLOCK_TIMESTAMP_ALIAS,
+    DEADLOCK_XML_ALIAS,
+    XE_SESSION_DATADOG,
+    XE_SESSION_SYSTEM,
+    XE_SESSIONS_QUERY,
+    get_deadlocks_query,
+)
 
 try:
     import datadog_agent
@@ -26,6 +34,9 @@
 PAYLOAD_QUERY_SIGNATURE = "query_signatures"
 PAYLOAD_XML = "xml"
 
+NO_XE_SESSION_ERROR = f"No XE session `{XE_SESSION_DATADOG}` found"
+OBFUSCATION_ERROR = "ERROR: failed to obfuscate"
+
 
 def agent_check_getter(self):
     return self._check
@@ -42,6 +53,8 @@ def __init__(self, check, config: SQLServerConfig):
         self._deadlock_payload_max_bytes = MAX_PAYLOAD_BYTES
         self.collection_interval = config.deadlocks_config.get("collection_interval", DEFAULT_COLLECTION_INTERVAL)
         self._force_convert_xml_to_str = False
+        self._xe_session_name = None
+        self._xe_session_target = None
         super(Deadlocks, self).__init__(
             check,
             run_sync=True,
@@ -64,7 +77,7 @@ def obfuscate_no_except_wrapper(self, sql_text):
                 sql_text, self._config.obfuscator_options, replace_null_character=True
             )['query']
         except Exception as e:
-            sql_text = "ERROR: failed to obfuscate"
+            sql_text = OBFUSCATION_ERROR
             error_text = "Failed to obfuscate sql text within a deadlock"
             if self._config.log_unobfuscated_queries:
                 error_text += "=[%s]" % sql_text
@@ -78,24 +91,34 @@ def _obfuscate_xml(self, root):
             raise Exception("process-list element not found. The deadlock XML is in an unexpected format.")
         query_signatures = []
         for process in process_list.findall('process'):
+            spid = process.get('spid')
+            if spid is not None:
+                try:
+                    spid = int(spid)
+                except ValueError:
+                    self._log.error("spid not an integer. Skipping query signature computation.")
+                    continue
+                if spid in query_signatures:
+                    continue
+            else:
+                self._log.error("spid not found in process element. Skipping query signature computation.")
+
+            # Setting `signature` for the first function on the stack
+            signature = None
+            for frame in process.findall('.//frame'):
+                if frame.text is not None and frame.text != "unknown":
+                    frame.text = self.obfuscate_no_except_wrapper(frame.text)
+                    if signature is not None and frame.text != OBFUSCATION_ERROR:
+                        signature = compute_sql_signature(frame.text)
+
             for inputbuf in process.findall('.//inputbuf'):
                 if inputbuf.text is not None:
                     inputbuf.text = self.obfuscate_no_except_wrapper(inputbuf.text)
-                    spid = process.get('spid')
-                    if spid is not None:
-                        try:
-                            spid = int(spid)
-                        except ValueError:
-                            self._log.error("spid not an integer. Skipping query signature computation.")
-                            continue
-                        if spid in query_signatures:
-                            continue
-                        query_signatures.append({"spid": spid, "signature": compute_sql_signature(inputbuf.text)})
-                    else:
-                        self._log.error("spid not found in process element. Skipping query signature computation.")
-            for frame in process.findall('.//frame'):
-                if frame.text is not None:
-                    frame.text = self.obfuscate_no_except_wrapper(frame.text)
+                    if signature is None and inputbuf.text != OBFUSCATION_ERROR:
+                        signature = compute_sql_signature(inputbuf.text)
+
+            query_signatures.append({"spid": spid, "signature": signature})
+
         return query_signatures
 
     def _get_lookback_seconds(self):
@@ -104,21 +127,66 @@ def _get_lookback_seconds(self):
     def _get_connector(self):
         return self._check.connection.connector
 
+    def _set_xe_session_name(self):
+        with self._check.connection.open_managed_default_connection(key_prefix=self._conn_key_prefix):
+            with self._check.connection.get_managed_cursor(key_prefix=self._conn_key_prefix) as cursor:
+                if self._xe_session_name is None:
+                    cursor.execute(XE_SESSIONS_QUERY)
+                    rows = cursor.fetchall()
+                    if not rows:
+                        raise NoXESessionError(NO_XE_SESSION_ERROR)
+                    xe_system_found = False
+                    xe_system_xe_file_found = False
+                    for row in rows:
+                        (session, target) = row
+                        if session in (XE_SESSION_DATADOG):
+                            self._xe_session_name = session
+                            self._xe_session_target = target
+                            return
+                        if session == XE_SESSION_SYSTEM:
+                            xe_system_found = True
+                            if target == XE_EVENT_FILE:
+                                xe_system_xe_file_found = True
+
+                    if xe_system_found:
+                        self._xe_session_name = XE_SESSION_SYSTEM
+                        if xe_system_xe_file_found:
+                            self._xe_session_target = XE_EVENT_FILE
+                        else:
+                            self._xe_session_target = XE_RING_BUFFER
+                        return
+        raise NoXESessionError(NO_XE_SESSION_ERROR)
+
     def _query_deadlocks(self):
+        if self._xe_session_name is None:
+            try:
+                self._set_xe_session_name()
+            except NoXESessionError as e:
+                self._log.error(str(e))
+                return
+            self._log.info(
+                f'Using XE session [{self._xe_session_name}], target [{self._xe_session_target}] to collect deadlocks'
+            )
+
         with self._check.connection.open_managed_default_connection(key_prefix=self._conn_key_prefix):
             with self._check.connection.get_managed_cursor(key_prefix=self._conn_key_prefix) as cursor:
                 convert_xml_to_str = False
                 if self._force_convert_xml_to_str or self._get_connector() == "adodbapi":
                     convert_xml_to_str = True
-                query = get_deadlocks_query(convert_xml_to_str)
+                query = get_deadlocks_query(
+                    convert_xml_to_str=convert_xml_to_str,
+                    xe_session_name=self._xe_session_name,
+                    xe_target_name=self._xe_session_target,
+                )
+                lookback = self._get_lookback_seconds()
                 self._log.debug(
-                    "Running query [%s] with max deadlocks %s and timestamp %s",
+                    "Running query %s with max deadlocks %s and lookback %s",
                     query,
                     self._max_deadlocks,
-                    self._last_deadlock_timestamp,
+                    lookback,
                 )
                 try:
-                    cursor.execute(query, (self._max_deadlocks, self._get_lookback_seconds()))
+                    cursor.execute(query, (self._max_deadlocks, lookback))
                 except Exception as e:
                     if "Data column of Unknown ADO type" in str(e):
                         raise Exception(f"{str(e)} | cursor.description: {cursor.description} | query: {query}")
@@ -192,9 +260,14 @@ def _create_deadlock_event(self, deadlock_rows):
             'sqlserver_version': self._check.static_info_cache.get(STATIC_INFO_VERSION, ""),
             'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
             "cloud_metadata": self._config.cloud_metadata,
+            'service': self._config.service,
             "sqlserver_deadlocks": deadlock_rows,
         }
         return event
 
     def run_job(self):
         self.collect_deadlocks()
+
+
+class NoXESessionError(Exception):
+    pass
diff --git a/sqlserver/datadog_checks/sqlserver/metrics.py b/sqlserver/datadog_checks/sqlserver/metrics.py
index 8a66db57c3b06..9c9b410345ce5 100644
--- a/sqlserver/datadog_checks/sqlserver/metrics.py
+++ b/sqlserver/datadog_checks/sqlserver/metrics.py
@@ -2,6 +2,10 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 """
+DEPRECATED:
+This module is considered deprecated and will be removed in a future release.
+DO NOT add new metrics to this module. Instead, use the `database_metrics` module.
+
 Collection of metric classes for specific SQL Server tables.
 """
 from __future__ import division
@@ -9,12 +13,6 @@
 from collections import defaultdict
 from functools import partial
 
-from datadog_checks.base import ensure_unicode
-from datadog_checks.base.errors import CheckException
-from datadog_checks.base.utils.time import get_precise_time
-
-from .utils import construct_use_statement, is_azure_sql_database
-
 # Queries
 ALL_INSTANCES = 'ALL'
 
@@ -373,673 +371,6 @@ def fetch_metric(self, rows, columns, values_cache=None):
             self.report_function(metric_name, column_val, tags=metric_tags)
 
 
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-os-schedulers-transact-sql
-class SqlOsSchedulers(BaseSqlServerMetric):
-    TABLE = 'sys.dm_os_schedulers'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = "select * from {table}".format(table=TABLE)
-    OPERATION_NAME = 'os_schedulers_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-        scheduler_index = columns.index("scheduler_id")
-        parent_node_index = columns.index("parent_node_id")
-
-        for row in rows:
-            column_val = row[value_column_index]
-            scheduler_id = row[scheduler_index]
-            parent_node_id = row[parent_node_index]
-
-            metric_tags = ['scheduler_id:{}'.format(str(scheduler_id)), 'parent_node_id:{}'.format(str(parent_node_id))]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-os-tasks-transact-sql
-class SqlOsTasks(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.dm_os_tasks'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """
-    select scheduler_id,
-           SUM(CAST(context_switches_count AS BIGINT)) as context_switches_count,
-           SUM(CAST(pending_io_count AS BIGINT)) as pending_io_count,
-           SUM(pending_io_byte_count) as pending_io_byte_count,
-           AVG(pending_io_byte_average) as pending_io_byte_average
-    from {table} group by scheduler_id;
-    """.format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'os_tasks_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        scheduler_id_column_index = columns.index("scheduler_id")
-        value_column_index = columns.index(self.column)
-
-        for row in rows:
-            column_val = row[value_column_index]
-            scheduler_id = row[scheduler_id_column_index]
-
-            metric_tags = ['scheduler_id:{}'.format(str(scheduler_id))]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-master-files-transact-sql
-class SqlMasterDatabaseFileStats(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.master_files'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """
-        select sys.databases.name as name, file_id, type, physical_name, size, max_size,
-        sys.master_files.state as state, sys.master_files.state_desc as state_desc from {table}
-        right outer join sys.databases on sys.master_files.database_id = sys.databases.database_id;
-    """.format(
-        table=TABLE
-    )
-    DB_TYPE_MAP = {0: 'data', 1: 'transaction_log', 2: 'filestream', 3: 'unknown', 4: 'full_text'}
-    OPERATION_NAME = 'master_database_file_stats_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        db_name = columns.index("name")
-        file_id = columns.index("file_id")
-        file_type = columns.index("type")
-        file_location = columns.index("physical_name")
-        db_files_state_desc_index = columns.index("state_desc")
-        value_column_index = columns.index(self.column)
-
-        for row in rows:
-            column_val = row[value_column_index]
-            if column_val is None:
-                continue
-            if self.column in ('size', 'max_size'):
-                column_val *= 8  # size reported in 8 KB pages
-
-            fileid = row[file_id]
-            filetype = self.DB_TYPE_MAP[row[file_type]]
-            location = row[file_location]
-            db_files_state_desc = row[db_files_state_desc_index]
-            dbname = row[db_name]
-
-            metric_tags = [
-                'database:{}'.format(str(dbname)),
-                'db:{}'.format(str(dbname)),
-                'file_id:{}'.format(str(fileid)),
-                'file_type:{}'.format(str(filetype)),
-                'file_location:{}'.format(str(location)),
-                'database_files_state_desc:{}'.format(str(db_files_state_desc)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-database-files-transact-sql
-class SqlDatabaseFileStats(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.database_files'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = "select *, CAST(FILEPROPERTY(name, 'SpaceUsed') as int) as space_used from {table}".format(table=TABLE)
-    OPERATION_NAME = 'database_file_stats_metrics'
-
-    DB_TYPE_MAP = {0: 'data', 1: 'transaction_log', 2: 'filestream', 3: 'unknown', 4: 'full_text'}
-
-    def __init__(self, cfg_instance, base_name, report_function, column, logger):
-        super(SqlDatabaseFileStats, self).__init__(cfg_instance, base_name, report_function, column, logger)
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        # special case since this table is specific to databases, need to run query for each database instance
-        rows = []
-        columns = []
-
-        if databases is None:
-            databases = []
-
-        cursor.execute('select DB_NAME()')  # This can return None in some implementations, so it cannot be chained
-        data = cursor.fetchall()
-        current_db = data[0][0]
-        logger.debug("%s: current db is %s", cls.__name__, current_db)
-
-        for db in databases:
-            # use statements need to be executed separate from select queries
-            ctx = construct_use_statement(db)
-            try:
-                # Azure SQL DB does not allow running the USE command
-                if not is_azure_sql_database(engine_edition):
-                    logger.debug("%s: changing cursor context via use statement: %s", cls.__name__, ctx)
-                    cursor.execute(ctx)
-                logger.debug("%s: fetch_all executing query: %s", cls.__name__, cls.QUERY_BASE)
-                cursor.execute(cls.QUERY_BASE)
-                data = cursor.fetchall()
-            except Exception as e:
-                logger.warning("Error when trying to query db %s - skipping.  Error: %s", db, e)
-                continue
-
-            query_columns = ['database'] + [i[0] for i in cursor.description]
-            if columns:
-                if columns != query_columns:
-                    raise CheckException('Assertion error: {} != {}'.format(columns, query_columns))
-            else:
-                columns = query_columns
-
-            results = []
-            # insert database name as new column for each row
-            for row in data:
-                r = list(row)
-                r.insert(0, db)
-                results.append(r)
-
-            rows.extend(results)
-
-            logger.debug("%s: received %d rows and %d columns for db %s", cls.__name__, len(data), len(columns), db)
-
-        # Azure SQL DB does not allow running the USE command
-        if not is_azure_sql_database(engine_edition):
-            # reset back to previous db
-            logger.debug("%s: reverting cursor context via use statement to %s", cls.__name__, current_db)
-            cursor.execute(construct_use_statement(current_db))
-
-        return rows, columns
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        try:
-            db_name = columns.index('database')
-            file_id = columns.index("file_id")
-            file_type = columns.index("type")
-            file_location = columns.index("physical_name")
-            filename_idx = columns.index("name")
-            db_files_state_desc_index = columns.index("state_desc")
-            value_column_index = columns.index(self.column)
-        except ValueError as e:
-            raise CheckException(
-                "Could not fetch all required information from columns {}:\n\t{}".format(str(columns), str(e))
-            )
-
-        for row in rows:
-            if row[db_name] != self.instance:
-                continue
-            column_val = row[value_column_index]
-            if self.column in ('size', 'max_size', 'space_used'):
-                column_val = (column_val or 0) * 8  # size reported in 8 KB pages
-
-            fileid = row[file_id]
-            filetype = self.DB_TYPE_MAP[row[file_type]]
-            location = row[file_location]
-            filename = row[filename_idx]
-            db_files_state_desc = row[db_files_state_desc_index]
-
-            metric_tags = [
-                'database:{}'.format(str(self.instance)),
-                'db:{}'.format(str(self.instance)),
-                'file_id:{}'.format(str(fileid)),
-                'file_type:{}'.format(str(filetype)),
-                'file_location:{}'.format(str(location)),
-                'file_name:{}'.format(str(filename)),
-                'database_files_state_desc:{}'.format(str(db_files_state_desc)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-databases-transact-sql?view=sql-server-ver15
-class SqlDatabaseStats(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.databases'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = "select * from {table}".format(table=TABLE)
-    OPERATION_NAME = 'database_stats_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        database_name = columns.index("name")
-        db_state_desc_index = columns.index("state_desc")
-        db_recovery_model_desc_index = columns.index("recovery_model_desc")
-        value_column_index = columns.index(self.column)
-
-        for row in rows:
-            if row[database_name].lower() != self.instance.lower():
-                continue
-
-            column_val = row[value_column_index]
-            db_state_desc = row[db_state_desc_index]
-            db_recovery_model_desc = row[db_recovery_model_desc_index]
-            metric_tags = [
-                'database:{}'.format(str(self.instance)),
-                'db:{}'.format(str(self.instance)),
-                'database_state_desc:{}'.format(str(db_state_desc)),
-                'database_recovery_model_desc:{}'.format(str(db_recovery_model_desc)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# msdb.dbo.backupset
-#
-# Contains a row for each backup set. A backup set
-# contains the backup from a single, successful backup operation.
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-tables/backupset-transact-sql?view=sql-server-ver15
-class SqlDatabaseBackup(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'msdb.dbo.backupset'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """
-        select sys.databases.name as database_name, count(backup_set_id) as backup_set_id_count
-        from {table} right outer join sys.databases
-        on sys.databases.name = msdb.dbo.backupset.database_name
-        group by sys.databases.name""".format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'database_backup_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        database_name = columns.index("database_name")
-        value_column_index = columns.index(self.column)
-
-        for row in rows:
-            if row[database_name] != self.instance:
-                continue
-
-            column_val = row[value_column_index]
-            metric_tags = [
-                'database:{}'.format(str(self.instance)),
-                'db:{}'.format(str(self.instance)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# sys.dm_db_index_physical_stats
-#
-# Returns size and fragmentation information for the data and
-# indexes of the specified table or view in SQL Server.
-#
-# There are reports of this query being very slow for large datasets,
-# so debug query timing are included to help monitor it.
-# https://dba.stackexchange.com/q/76374
-#
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-db-index-physical-stats-transact-sql?view=sql-server-ver15
-class SqlDbFragmentation(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.dm_db_index_physical_stats'
-    DEFAULT_METRIC_TYPE = 'gauge'
-
-    QUERY_BASE = (
-        "SELECT DB_NAME(DDIPS.database_id) as database_name, "
-        "OBJECT_NAME(DDIPS.object_id, DDIPS.database_id) as object_name, "
-        "DDIPS.index_id as index_id, DDIPS.fragment_count as fragment_count, "
-        "DDIPS.avg_fragment_size_in_pages as avg_fragment_size_in_pages, "
-        "DDIPS.page_count as page_count, "
-        "DDIPS.avg_fragmentation_in_percent as avg_fragmentation_in_percent, I.name as index_name "
-        "FROM {table} (DB_ID('{{db}}'),null,null,null,null) as DDIPS "
-        "INNER JOIN sys.indexes as I WITH (nolock) ON I.object_id = DDIPS.object_id "
-        "AND DDIPS.index_id = I.index_id "
-        "WHERE DDIPS.fragment_count is not null".format(table=TABLE)
-    )
-    OPERATION_NAME = 'db_fragmentation_metrics'
-
-    def __init__(self, cfg_instance, base_name, report_function, column, logger):
-        super(SqlDbFragmentation, self).__init__(cfg_instance, base_name, report_function, column, logger)
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        # special case to limit this query to specific databases and monitor performance
-        rows = []
-        columns = []
-        if databases is None:
-            databases = []
-
-        logger.debug("%s: gathering fragmentation metrics for these databases: %s", cls.__name__, databases)
-
-        for db in databases:
-            ctx = construct_use_statement(db)
-            query = cls.QUERY_BASE.format(db=db)
-            start = get_precise_time()
-            try:
-                if not is_azure_sql_database(engine_edition):
-                    logger.debug("%s: changing cursor context via use statement: %s", cls.__name__, ctx)
-                    cursor.execute(ctx)
-                logger.debug("%s: fetch_all executing query: %s", cls.__name__, query)
-                cursor.execute(query)
-                data = cursor.fetchall()
-            except Exception as e:
-                logger.warning("Error when trying to query db %s - skipping.  Error: %s", db, e)
-                continue
-            elapsed = get_precise_time() - start
-
-            query_columns = [i[0] for i in cursor.description]
-            if columns:
-                if columns != query_columns:
-                    raise CheckException('Assertion error: {} != {}'.format(columns, query_columns))
-            else:
-                columns = query_columns
-
-            rows.extend(data)
-            logger.debug("%s: received %d rows for db %s, elapsed time: %.4f sec", cls.__name__, len(data), db, elapsed)
-
-        return rows, columns
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-        database_name = columns.index("database_name")
-        object_name_index = columns.index("object_name")
-        index_id_index = columns.index("index_id")
-        index_name_index = columns.index("index_name")
-
-        for row in rows:
-            if row[database_name] != self.instance:
-                continue
-
-            column_val = row[value_column_index]
-            object_name = row[object_name_index]
-            index_id = row[index_id_index]
-            index_name = row[index_name_index]
-
-            object_list = self.cfg_instance.get('db_fragmentation_object_names')
-
-            if object_list and (object_name not in object_list):
-                continue
-
-            metric_tags = [
-                u'database_name:{}'.format(ensure_unicode(self.instance)),
-                u'db:{}'.format(ensure_unicode(self.instance)),
-                u'object_name:{}'.format(ensure_unicode(object_name)),
-                u'index_id:{}'.format(ensure_unicode(index_id)),
-                u'index_name:{}'.format(ensure_unicode(index_name)),
-            ]
-
-            metric_tags.extend(self.tags)
-            self.report_function(self.metric_name, column_val, tags=metric_tags)
-
-
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-hadr-database-replica-states-transact-sql?view=sql-server-ver15
-class SqlDbReplicaStates(BaseSqlServerMetric):
-    TABLE = 'sys.dm_hadr_database_replica_states'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """select * from {table} as dhdrs
-                 inner join sys.availability_groups as ag
-                 on ag.group_id = dhdrs.group_id
-                 inner join sys.availability_replicas as ar
-                 on dhdrs.replica_id = ar.replica_id""".format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'db_replica_states_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-        sync_state_desc_index = columns.index('synchronization_state_desc')
-        resource_group_id_index = columns.index('resource_group_id')
-        resource_group_name_index = columns.index('name')
-        replica_server_name_index = columns.index('replica_server_name')
-        is_local_index = columns.index('is_local')
-
-        for row in rows:
-            is_local = row[is_local_index]
-            resource_group_id = row[resource_group_id_index]
-            resource_group_name = row[resource_group_name_index]
-            selected_ag = self.cfg_instance.get('availability_group')
-
-            if self.cfg_instance.get('only_emit_local') and not is_local:
-                continue
-
-            elif selected_ag and selected_ag != resource_group_id:
-                continue
-
-            column_val = row[value_column_index]
-            sync_state_desc = row[sync_state_desc_index]
-            replica_server_name = row[replica_server_name_index]
-
-            metric_tags = [
-                'synchronization_state_desc:{}'.format(str(sync_state_desc)),
-                'replica_server_name:{}'.format(str(replica_server_name)),
-                'availability_group:{}'.format(str(resource_group_id)),
-                'availability_group_name:{}'.format(str(resource_group_name)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# sys.dm_hadr_availability_group_states
-# Returns a row for each Always On availability group that possesses an availability replica on the local instance of
-# SQL Server. Each row displays the states that define the health of a given availability group.
-#
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-hadr-availability-group-states-transact-sql?view=sql-server-ver15
-class SqlAvailabilityGroups(BaseSqlServerMetric):
-    TABLE = 'sys.dm_hadr_availability_group_states'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """select * from {table} as dhdrcs
-                    inner join sys.availability_groups as ag
-                    on ag.group_id = dhdrcs.group_id""".format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'availability_groups_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-
-        resource_group_id_index = columns.index('resource_group_id')
-        resource_group_name_index = columns.index('name')
-        sync_health_desc_index = columns.index('synchronization_health_desc')
-
-        for row in rows:
-            resource_group_id = row[resource_group_id_index]
-            resource_group_name = row[resource_group_name_index]
-            selected_ag = self.cfg_instance.get('availability_group')
-
-            if selected_ag and selected_ag != resource_group_id:
-                continue
-
-            column_val = row[value_column_index]
-            sync_health_desc = row[sync_health_desc_index]
-            metric_tags = [
-                'availability_group:{}'.format(str(resource_group_id)),
-                'availability_group_name:{}'.format(str(resource_group_name)),
-                'synchronization_health_desc:{}'.format(str(sync_health_desc)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# sys.availability_replicas (Transact-SQL)
-#
-# Returns a row for each of the availability replicas that belong to any Always On availability group in the WSFC
-# failover cluster. If the local server instance is unable to talk to the WSFC failover cluster, for example because
-# the cluster is down or quorum has been lost, only rows for local availability replicas are returned.
-# These rows will contain only the columns of data that are cached locally in metadata.
-#
-# https://docs.microsoft.com/en-us/sql/relational-databases/system-catalog-views/sys-availability-replicas-transact-sql?view=sql-server-ver15
-class SqlAvailabilityReplicas(BaseSqlServerMetric):
-    TABLE = 'sys.availability_replicas'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """select * from {table} as ar
-                    inner join sys.dm_hadr_database_replica_cluster_states as dhdrcs
-                    on ar.replica_id = dhdrcs.replica_id
-                    inner join sys.dm_hadr_database_replica_states as dhdrs
-                    on ar.replica_id = dhdrs.replica_id and dhdrcs.group_database_id = dhdrs.group_database_id
-                    inner join sys.availability_groups as ag
-                    on ag.group_id = ar.group_id""".format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'availability_replicas_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        return cls._fetch_generic_values(cursor, None, logger)
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-
-        failover_mode_desc_index = columns.index('failover_mode_desc')
-        replica_server_name_index = columns.index('replica_server_name')
-        resource_group_id_index = columns.index('resource_group_id')
-        resource_group_name_index = columns.index('name')
-        is_local_index = columns.index('is_local')
-        database_name_index = columns.index('database_name')
-        try:
-            is_primary_replica_index = columns.index('is_primary_replica')
-        except ValueError:
-            # This column only supported in SQL Server 2014 and later
-            is_primary_replica_index = None
-
-        for row in rows:
-            is_local = row[is_local_index]
-            resource_group_id = row[resource_group_id_index]
-            resource_group_name = row[resource_group_name_index]
-            database_name = row[database_name_index]
-            selected_ag = self.cfg_instance.get('availability_group')
-            selected_database = self.cfg_instance.get('ao_database')
-            if self.cfg_instance.get('only_emit_local') and not is_local:
-                continue
-
-            elif selected_ag and selected_ag != resource_group_id:
-                continue
-
-            elif selected_database and selected_database != database_name:
-                continue
-
-            column_val = row[value_column_index]
-            failover_mode_desc = row[failover_mode_desc_index]
-            replica_server_name = row[replica_server_name_index]
-            resource_group_id = row[resource_group_id_index]
-
-            metric_tags = [
-                'replica_server_name:{}'.format(str(replica_server_name)),
-                'availability_group:{}'.format(str(resource_group_id)),
-                'availability_group_name:{}'.format(str(resource_group_name)),
-                'failover_mode_desc:{}'.format(str(failover_mode_desc)),
-                'db:{}'.format(str(database_name)),
-            ]
-            if is_primary_replica_index is not None:
-                is_primary_replica = row[is_primary_replica_index]
-                metric_tags.append('is_primary_replica:{}'.format(str(is_primary_replica)))
-            else:
-                metric_tags.append('is_primary_replica:unknown')
-
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
-# https://learn.microsoft.com/en-us/sql/relational-databases/system-dynamic-management-views/sys-dm-db-file-space-usage-transact-sql?view=sql-server-ver15
-class SqlDbFileSpaceUsage(BaseSqlServerMetric):
-    CUSTOM_QUERIES_AVAILABLE = False
-    TABLE = 'sys.dm_db_file_space_usage'
-    DEFAULT_METRIC_TYPE = 'gauge'
-    QUERY_BASE = """SELECT
-            database_id,
-            DB_NAME(database_id) as database_name,
-            ISNULL(SUM(unallocated_extent_page_count)*1.0/128, 0) as free_space,
-            ISNULL(SUM(version_store_reserved_page_count)*1.0/128, 0) as used_space_by_version_store,
-            ISNULL(SUM(internal_object_reserved_page_count)*1.0/128, 0) as used_space_by_internal_object,
-            ISNULL(SUM(user_object_reserved_page_count)*1.0/128, 0) as used_space_by_user_object,
-            ISNULL(SUM(mixed_extent_page_count)*1.0/128, 0) as mixed_extent_space
-        FROM {table} group by database_id""".format(
-        table=TABLE
-    )
-    OPERATION_NAME = 'db_file_space_usage_metrics'
-
-    @classmethod
-    def fetch_all_values(cls, cursor, counters_list, logger, databases=None, engine_edition=None):
-        rows = []
-        columns = []
-
-        cursor.execute('select DB_NAME()')  # This can return None in some implementations, so it cannot be chained
-        data = cursor.fetchall()
-        current_db = data[0][0]
-        logger.debug("%s: current db is %s", cls.__name__, current_db)
-
-        logger.debug("%s: gathering db file space usage metrics for tempdb", cls.__name__)
-        db = 'tempdb'  # we are only interested in tempdb
-        ctx = construct_use_statement(db)
-        start = get_precise_time()
-        try:
-            if not is_azure_sql_database(engine_edition):
-                logger.debug("%s: changing cursor context via use statement: %s", cls.__name__, ctx)
-                cursor.execute(ctx)
-            logger.debug("%s: fetch_all executing query: %s", cls.__name__, cls.QUERY_BASE)
-            cursor.execute(cls.QUERY_BASE)
-            data = cursor.fetchall()
-        except Exception as e:
-            logger.warning("Error when trying to query db %s - skipping.  Error: %s", db, e)
-        elapsed = get_precise_time() - start
-
-        query_columns = [i[0] for i in cursor.description]
-        if columns:
-            if columns != query_columns:
-                raise CheckException('Assertion error: {} != {}'.format(columns, query_columns))
-        else:
-            columns = query_columns
-
-        rows.extend(data)
-        logger.debug("%s: received %d rows for db %s, elapsed time: %.4f sec", cls.__name__, len(data), db, elapsed)
-
-        # reset back to previous db
-        if current_db and not is_azure_sql_database(engine_edition):
-            logger.debug("%s: reverting cursor context via use statement to %s", cls.__name__, current_db)
-            cursor.execute(construct_use_statement(current_db))
-
-        return rows, columns
-
-    def fetch_metric(self, rows, columns, values_cache=None):
-        value_column_index = columns.index(self.column)
-        database_id_index = columns.index('database_id')
-        database_name_index = columns.index('database_name')
-
-        for row in rows:
-            database_id = row[database_id_index]
-            database_name = row[database_name_index]
-            column_val = row[value_column_index]
-
-            if database_name != self.instance:
-                continue
-
-            metric_tags = [
-                'database:{}'.format(str(database_name)),
-                'db:{}'.format(str(database_name)),
-                'database_id:{}'.format(str(database_id)),
-            ]
-            metric_tags.extend(self.tags)
-            metric_name = '{}'.format(self.metric_name)
-            self.report_function(metric_name, column_val, tags=metric_tags)
-
-
 DEFAULT_PERFORMANCE_TABLE = "sys.dm_os_performance_counters"
 VALID_TABLES = {cls.TABLE for cls in BaseSqlServerMetric.__subclasses__() if cls.CUSTOM_QUERIES_AVAILABLE}
 TABLE_MAPPING = {
diff --git a/sqlserver/datadog_checks/sqlserver/queries.py b/sqlserver/datadog_checks/sqlserver/queries.py
index ab6cf12a49af6..45d3f2ae0c919 100644
--- a/sqlserver/datadog_checks/sqlserver/queries.py
+++ b/sqlserver/datadog_checks/sqlserver/queries.py
@@ -2,146 +2,7 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-from datadog_checks.sqlserver.const import ENGINE_EDITION_SQL_DATABASE
-from datadog_checks.sqlserver.utils import is_azure_database
-
-QUERY_SERVER_STATIC_INFO = {
-    "name": "sys.dm_os_sys_info",
-    "query": """
-        SELECT (os.ms_ticks/1000) AS [Server Uptime]
-        ,os.cpu_count AS [CPU Count]
-        ,(os.physical_memory_kb*1024) AS [Physical Memory Bytes]
-        ,os.virtual_memory_kb AS [Virtual Memory Bytes]
-        ,(os.committed_kb*1024) AS [Total Server Memory Bytes]
-        ,(os.committed_target_kb*1024) AS [Target Server Memory Bytes]
-      FROM sys.dm_os_sys_info os""".strip(),
-    "columns": [
-        {"name": "server.uptime", "type": "gauge"},
-        {"name": "server.cpu_count", "type": "gauge"},
-        {"name": "server.physical_memory", "type": "gauge"},
-        {"name": "server.virtual_memory", "type": "gauge"},
-        {"name": "server.committed_memory", "type": "gauge"},
-        {"name": "server.target_memory", "type": "gauge"},
-    ],
-}
-
-QUERY_AO_FAILOVER_CLUSTER = {
-    "name": "sys.dm_hadr_cluster",
-    "query": """
-        SELECT
-            1,
-            LOWER(quorum_type_desc) AS quorum_type_desc,
-            1,
-            LOWER(quorum_state_desc) AS quorum_state_desc,
-            cluster_name
-        FROM sys.dm_hadr_cluster
-    """.strip(),
-    "columns": [
-        {"name": "ao.quorum_type", "type": "gauge"},
-        {"name": "quorum_type", "type": "tag"},
-        {"name": "ao.quorum_state", "type": "gauge"},
-        {"name": "quorum_state", "type": "tag"},
-        {"name": "failover_cluster", "type": "tag"},
-    ],
-}
-
-QUERY_AO_FAILOVER_CLUSTER_MEMBER = {
-    "name": "sys.dm_hadr_cluster_members",
-    "query": """
-        SELECT
-            member_name,
-            1,
-            LOWER(member_type_desc) AS member_type_desc,
-            1,
-            LOWER(member_state_desc) AS member_state_desc,
-            number_of_quorum_votes,
-            FC.cluster_name
-        FROM sys.dm_hadr_cluster_members
-        -- `sys.dm_hadr_cluster` does not have a related column to join on, this cross join will add the
-        -- `cluster_name` column to every row by multiplying all the rows in the left table against
-        -- all the rows in the right table. Note, there will only be one row from `sys.dm_hadr_cluster`.
-        CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
-    """.strip(),
-    "columns": [
-        {"name": "member_name", "type": "tag"},
-        {"name": "ao.member.type", "type": "gauge"},
-        {"name": "member_type", "type": "tag"},
-        {"name": "ao.member.state", "type": "gauge"},
-        {"name": "member_state", "type": "tag"},
-        {"name": "ao.member.number_of_quorum_votes", "type": "gauge"},
-        {"name": "failover_cluster", "type": "tag"},
-    ],
-}
-
-QUERY_FAILOVER_CLUSTER_INSTANCE = {
-    "name": "sys.dm_os_cluster_nodes",
-    "query": """
-        SELECT
-            NodeName AS node_name,
-            status,
-            LOWER(status_description) AS status_description,
-            is_current_owner,
-            FC.cluster_name
-        FROM sys.dm_os_cluster_nodes
-        -- `sys.dm_hadr_cluster` does not have a related column to join on, this cross join will add the
-        -- `cluster_name` column to every row by multiplying all the rows in the left table against
-        -- all the rows in the right table. Note, there will only be one row from `sys.dm_hadr_cluster`.
-        CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
-    """.strip(),
-    "columns": [
-        {"name": "node_name", "type": "tag"},
-        {"name": "fci.status", "type": "gauge"},
-        {"name": "status", "type": "tag"},
-        {"name": "fci.is_current_owner", "type": "gauge"},
-        {"name": "failover_cluster", "type": "tag"},
-    ],
-}
-
-QUERY_LOG_SHIPPING_PRIMARY = {
-    "name": "msdb.dbo.log_shipping_monitor_primary",
-    "query": """
-        SELECT primary_id
-            ,primary_server
-            ,primary_database
-            ,DATEDIFF(SECOND, last_backup_date, GETDATE()) AS time_since_backup
-            ,backup_threshold*60 as backup_threshold
-        FROM msdb.dbo.log_shipping_monitor_primary
-    """.strip(),
-    "columns": [
-        {"name": "primary_id", "type": "tag"},
-        {"name": "primary_server", "type": "tag"},
-        {"name": "primary_db", "type": "tag"},
-        {"name": "log_shipping_primary.time_since_backup", "type": "gauge"},
-        {"name": "log_shipping_primary.backup_threshold", "type": "gauge"},
-    ],
-}
-
-QUERY_LOG_SHIPPING_SECONDARY = {
-    "name": "msdb.dbo.log_shipping_monitor_secondary",
-    "query": """
-        SELECT secondary_server
-            ,secondary_database
-            ,secondary_id
-            ,primary_server
-            ,primary_database
-            ,DATEDIFF(SECOND, last_restored_date, GETDATE()) AS time_since_restore
-            ,DATEDIFF(SECOND, last_copied_date, GETDATE()) AS time_since_copy
-            ,last_restored_latency*60 as last_restored_latency
-            ,restore_threshold*60 as restore_threshold
-        FROM msdb.dbo.log_shipping_monitor_secondary
-    """.strip(),
-    "columns": [
-        {"name": "secondary_server", "type": "tag"},
-        {"name": "secondary_db", "type": "tag"},
-        {"name": "secondary_id", "type": "tag"},
-        {"name": "primary_server", "type": "tag"},
-        {"name": "primary_db", "type": "tag"},
-        {"name": "log_shipping_secondary.time_since_restore", "type": "gauge"},
-        {"name": "log_shipping_secondary.time_since_copy", "type": "gauge"},
-        {"name": "log_shipping_secondary.last_restored_latency", "type": "gauge"},
-        {"name": "log_shipping_secondary.restore_threshold", "type": "gauge"},
-    ],
-}
+from datadog_checks.sqlserver.database_metrics.xe_session_metrics import XE_RING_BUFFER
 
 DB_QUERY = """
 SELECT
@@ -197,6 +58,36 @@
     i.is_unique, i.is_primary_key, i.is_unique_constraint, i.is_disabled;
 """
 
+INDEX_QUERY_PRE_2017 = """
+SELECT
+    i.object_id AS id,
+    i.name,
+    i.type,
+    i.is_unique,
+    i.is_primary_key,
+    i.is_unique_constraint,
+    i.is_disabled,
+    STUFF((
+        SELECT ',' + c.name
+        FROM sys.index_columns ic
+        JOIN sys.columns c ON ic.object_id = c.object_id AND ic.column_id = c.column_id
+        WHERE ic.object_id = i.object_id AND ic.index_id = i.index_id
+        FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 1, '') AS column_names
+FROM
+    sys.indexes i
+WHERE
+    i.object_id IN ({})
+GROUP BY
+    i.object_id,
+    i.name,
+    i.index_id,
+    i.type,
+    i.is_unique,
+    i.is_primary_key,
+    i.is_unique_constraint,
+    i.is_disabled;
+"""
+
 FOREIGN_KEY_QUERY = """
 SELECT
     FK.parent_object_id AS id,
@@ -214,11 +105,52 @@
     FK.name, FK.parent_object_id, FK.referenced_object_id;
 """
 
+FOREIGN_KEY_QUERY_PRE_2017 = """
+SELECT
+    FK.parent_object_id AS id,
+    FK.name AS foreign_key_name,
+    OBJECT_NAME(FK.parent_object_id) AS referencing_table,
+    STUFF((
+        SELECT ',' + COL_NAME(FKC.parent_object_id, FKC.parent_column_id)
+        FROM sys.foreign_key_columns AS FKC
+        WHERE FKC.constraint_object_id = FK.object_id
+        FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 1, '') AS referencing_column,
+    OBJECT_NAME(FK.referenced_object_id) AS referenced_table,
+    STUFF((
+        SELECT ',' + COL_NAME(FKC.referenced_object_id, FKC.referenced_column_id)
+        FROM sys.foreign_key_columns AS FKC
+        WHERE FKC.constraint_object_id = FK.object_id
+        FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 1, '') AS referenced_column
+FROM
+    sys.foreign_keys AS FK
+WHERE
+    FK.parent_object_id IN ({})
+GROUP BY
+    FK.name,
+    FK.parent_object_id,
+    FK.object_id,
+    FK.referenced_object_id;
+"""
+
+XE_SESSION_DATADOG = "datadog"
+XE_SESSION_SYSTEM = "system_health"
+XE_SESSIONS_QUERY = f"""
+SELECT
+    s.name AS session_name, t.target_name AS target_name
+FROM
+    sys.dm_xe_sessions s
+JOIN
+    sys.dm_xe_session_targets t
+    ON s.address = t.event_session_address
+WHERE
+    s.name IN ('{XE_SESSION_DATADOG}', '{XE_SESSION_SYSTEM}');
+"""
+
 DEADLOCK_TIMESTAMP_ALIAS = "timestamp"
 DEADLOCK_XML_ALIAS = "event_xml"
 
 
-def get_deadlocks_query(convert_xml_to_str=False):
+def get_deadlocks_query(convert_xml_to_str=False, xe_session_name=XE_SESSION_DATADOG, xe_target_name=XE_RING_BUFFER):
     """
     Construct the query to fetch deadlocks from the system_health extended event session
     :param convert_xml_to_str: Whether to convert the XML to a string. This option is for MSOLEDB drivers
@@ -229,230 +161,27 @@ def get_deadlocks_query(convert_xml_to_str=False):
     if convert_xml_to_str:
         xml_expression = "CAST(xdr.query('.') AS NVARCHAR(MAX))"
 
-    return f"""
-    SELECT TOP(?) xdr.value('@timestamp', 'datetime') AS [{DEADLOCK_TIMESTAMP_ALIAS}],
-        {xml_expression} AS [{DEADLOCK_XML_ALIAS}]
+    if xe_target_name == XE_RING_BUFFER:
+        return f"""SELECT TOP(?) xdr.value('@timestamp', 'datetime') AS [{DEADLOCK_TIMESTAMP_ALIAS}],
+            {xml_expression} AS [{DEADLOCK_XML_ALIAS}]
     FROM (SELECT CAST([target_data] AS XML) AS Target_Data
                 FROM sys.dm_xe_session_targets AS xt
                 INNER JOIN sys.dm_xe_sessions AS xs ON xs.address = xt.event_session_address
-                WHERE xs.name = N'system_health'
-                AND xt.target_name = N'ring_buffer'
+                WHERE xs.name = N'{xe_session_name}'
+                AND xt.target_name = N'{XE_RING_BUFFER}'
         ) AS XML_Data
     CROSS APPLY Target_Data.nodes('RingBufferTarget/event[@name="xml_deadlock_report"]') AS XEventData(xdr)
-    WHERE xdr.value('@timestamp', 'datetime') >= DATEADD(SECOND, ?, GETDATE())
+    WHERE xdr.value('@timestamp', 'datetime')
+        >= DATEADD(SECOND, ?, TODATETIMEOFFSET(GETDATE(), DATEPART(TZOFFSET, SYSDATETIMEOFFSET())) AT TIME ZONE 'UTC')
     ;"""
 
-
-def get_query_ao_availability_groups(sqlserver_major_version):
-    """
-    Construct the sys.availability_groups QueryExecutor configuration based on the SQL Server major version
-
-    :params sqlserver_major_version: SQL Server major version (i.e. 2012, 2019, ...)
-    :return: a QueryExecutor query config object
-    """
-    column_definitions = {
-        # AG - sys.availability_groups
-        "AG.group_id AS availability_group": {
-            "name": "availability_group",
-            "type": "tag",
-        },
-        "AG.name AS availability_group_name": {
-            "name": "availability_group_name",
-            "type": "tag",
-        },
-        # AR - sys.availability_replicas
-        "AR.replica_server_name": {"name": "replica_server_name", "type": "tag"},
-        "LOWER(AR.failover_mode_desc) AS failover_mode_desc": {
-            "name": "failover_mode",
-            "type": "tag",
-        },
-        "LOWER(AR.availability_mode_desc) AS availability_mode_desc": {
-            "name": "availability_mode",
-            "type": "tag",
-        },
-        # ADC - sys.availability_databases_cluster
-        "ADC.database_name": {"name": "database_name", "type": "tag"},
-        # DRS - sys.dm_hadr_database_replica_states
-        "DRS.replica_id": {"name": "replica_id", "type": "tag"},
-        "DRS.database_id": {"name": "database_id", "type": "tag"},
-        "LOWER(DRS.database_state_desc) AS database_state_desc": {
-            "name": "database_state",
-            "type": "tag",
-        },
-        "LOWER(DRS.synchronization_state_desc) AS synchronization_state_desc": {
-            "name": "synchronization_state",
-            "type": "tag",
-        },
-        "(DRS.log_send_queue_size * 1024) AS log_send_queue_size": {
-            "name": "ao.log_send_queue_size",
-            "type": "gauge",
-        },
-        "(DRS.log_send_rate * 1024) AS log_send_rate": {
-            "name": "ao.log_send_rate",
-            "type": "gauge",
-        },
-        "(DRS.redo_queue_size * 1024) AS redo_queue_size": {
-            "name": "ao.redo_queue_size",
-            "type": "gauge",
-        },
-        "(DRS.redo_rate * 1024) AS redo_rate": {
-            "name": "ao.redo_rate",
-            "type": "gauge",
-        },
-        "DRS.low_water_mark_for_ghosts": {
-            "name": "ao.low_water_mark_for_ghosts",
-            "type": "gauge",
-        },
-        "(DRS.filestream_send_rate * 1024) AS filestream_send_rate": {
-            "name": "ao.filestream_send_rate",
-            "type": "gauge",
-        },
-        # FC - sys.dm_hadr_cluster
-        "FC.cluster_name": {
-            "name": "failover_cluster",
-            "type": "tag",
-        },
-        # Other
-        "1 AS replica_sync_topology_indicator": {
-            "name": "ao.replica_status",
-            "type": "gauge",
-        },
-    }
-
-    # Include metrics based on version
-    if sqlserver_major_version >= 2016:
-        column_definitions["DRS.secondary_lag_seconds"] = {
-            "name": "ao.secondary_lag_seconds",
-            "type": "gauge",
-        }
-    if sqlserver_major_version >= 2014:
-        column_definitions["DRS.is_primary_replica"] = {
-            "name": "ao.is_primary_replica",
-            "type": "gauge",
-        }
-        column_definitions[
-            """
-        CASE
-            WHEN DRS.is_primary_replica = 1 THEN 'primary'
-            WHEN DRS.is_primary_replica = 0 THEN 'secondary'
-        END AS replica_role_desc
-        """
-        ] = {"name": "replica_role", "type": "tag"}
-
-    # Sort columns to ensure a static column order
-    sql_columns = []
-    metric_columns = []
-    for column in sorted(column_definitions.keys()):
-        sql_columns.append(column)
-        metric_columns.append(column_definitions[column])
-
-    return {
-        "name": "sys.availability_groups",
-        "query": """
-        SELECT
-            {sql_columns}
-        FROM
-            sys.availability_groups AS AG
-            INNER JOIN sys.availability_replicas AS AR ON AG.group_id = AR.group_id
-            INNER JOIN sys.availability_databases_cluster AS ADC ON AG.group_id = ADC.group_id
-            INNER JOIN sys.dm_hadr_database_replica_states AS DRS ON AG.group_id = DRS.group_id
-                AND ADC.group_database_id = DRS.group_database_id
-                AND AR.replica_id = DRS.replica_id
-            -- `sys.dm_hadr_cluster` does not have a related column to join on, this cross join will add the
-            -- `cluster_name` column to every row by multiplying all the rows in the left table against
-            -- all the rows in the right table. Note, there will only be one row from `sys.dm_hadr_cluster`.
-            CROSS JOIN (SELECT TOP 1 cluster_name FROM sys.dm_hadr_cluster) AS FC
-    """.strip().format(
-            sql_columns=", ".join(sql_columns),
-        ),
-        "columns": metric_columns,
-    }
-
-
-def get_query_file_stats(sqlserver_major_version, sqlserver_engine_edition):
-    """
-    Construct the dm_io_virtual_file_stats QueryExecutor configuration based on the SQL Server major version
-
-    :param sqlserver_engine_edition: The engine version (i.e. 5 for Azure SQL DB...)
-    :param sqlserver_major_version: SQL Server major version (i.e. 2012, 2019, ...)
-    :return: a QueryExecutor query config object
-    """
-
-    column_definitions = {
-        "size_on_disk_bytes": {"name": "files.size_on_disk", "type": "gauge"},
-        "num_of_reads": {"name": "files.reads", "type": "monotonic_count"},
-        "num_of_bytes_read": {"name": "files.read_bytes", "type": "monotonic_count"},
-        "io_stall_read_ms": {"name": "files.read_io_stall", "type": "monotonic_count"},
-        "io_stall_queued_read_ms": {
-            "name": "files.read_io_stall_queued",
-            "type": "monotonic_count",
-        },
-        "num_of_writes": {"name": "files.writes", "type": "monotonic_count"},
-        "num_of_bytes_written": {
-            "name": "files.written_bytes",
-            "type": "monotonic_count",
-        },
-        "io_stall_write_ms": {
-            "name": "files.write_io_stall",
-            "type": "monotonic_count",
-        },
-        "io_stall_queued_write_ms": {
-            "name": "files.write_io_stall_queued",
-            "type": "monotonic_count",
-        },
-        "io_stall": {"name": "files.io_stall", "type": "monotonic_count"},
-    }
-
-    if sqlserver_major_version <= 2012 and not is_azure_database(sqlserver_engine_edition):
-        column_definitions.pop("io_stall_queued_read_ms")
-        column_definitions.pop("io_stall_queued_write_ms")
-
-    # sort columns to ensure a static column order
-    sql_columns = []
-    metric_columns = []
-    for column in sorted(column_definitions.keys()):
-        sql_columns.append("fs.{}".format(column))
-        metric_columns.append(column_definitions[column])
-
-    query_filter = ""
-    if sqlserver_major_version == 2022:
-        query_filter = "WHERE DB_NAME(fs.database_id) not like 'model_%'"
-
-    query = """
-    SELECT
-        DB_NAME(fs.database_id),
-        mf.state_desc,
-        mf.name,
-        mf.physical_name,
-        {sql_columns}
-    FROM sys.dm_io_virtual_file_stats(NULL, NULL) fs
-        LEFT JOIN sys.master_files mf
-            ON mf.database_id = fs.database_id
-            AND mf.file_id = fs.file_id {filter};
-    """
-
-    if sqlserver_engine_edition == ENGINE_EDITION_SQL_DATABASE:
-        # Azure SQL DB does not have access to the sys.master_files view
-        query = """
-        SELECT
-            DB_NAME(DB_ID()),
-            df.state_desc,
-            df.name,
-            df.physical_name,
-            {sql_columns}
-        FROM sys.dm_io_virtual_file_stats(DB_ID(), NULL) fs
-            LEFT JOIN sys.database_files df
-                ON df.file_id = fs.file_id;
-        """
-
-    return {
-        "name": "sys.dm_io_virtual_file_stats",
-        "query": query.strip().format(sql_columns=", ".join(sql_columns), filter=query_filter),
-        "columns": [
-            {"name": "db", "type": "tag"},
-            {"name": "state", "type": "tag"},
-            {"name": "logical_name", "type": "tag"},
-            {"name": "file_location", "type": "tag"},
-        ]
-        + metric_columns,
-    }
+    return f"""SELECT TOP(?)
+event_data AS [{DEADLOCK_XML_ALIAS}],
+CONVERT(xml, event_data).value('(event[@name="xml_deadlock_report"]/@timestamp)[1]','datetime')
+    AS [{DEADLOCK_TIMESTAMP_ALIAS}]
+FROM
+sys.fn_xe_file_target_read_file
+('system_health*.xel', null, null, null)
+WHERE object_name like 'xml_deadlock_report'
+  and CONVERT(xml, event_data).value('(event[@name="xml_deadlock_report"]/@timestamp)[1]','datetime')
+    >= DATEADD(SECOND, ?, TODATETIMEOFFSET(GETDATE(), DATEPART(TZOFFSET, SYSDATETIMEOFFSET())) AT TIME ZONE 'UTC');"""
diff --git a/sqlserver/datadog_checks/sqlserver/schemas.py b/sqlserver/datadog_checks/sqlserver/schemas.py
index b40dd59415fa8..ffe6f3adfa43d 100644
--- a/sqlserver/datadog_checks/sqlserver/schemas.py
+++ b/sqlserver/datadog_checks/sqlserver/schemas.py
@@ -16,6 +16,7 @@
 from datadog_checks.sqlserver.const import (
     DEFAULT_SCHEMAS_COLLECTION_INTERVAL,
     STATIC_INFO_ENGINE_EDITION,
+    STATIC_INFO_MAJOR_VERSION,
     STATIC_INFO_VERSION,
     SWITCH_DB_STATEMENT,
 )
@@ -23,7 +24,9 @@
     COLUMN_QUERY,
     DB_QUERY,
     FOREIGN_KEY_QUERY,
+    FOREIGN_KEY_QUERY_PRE_2017,
     INDEX_QUERY,
+    INDEX_QUERY_PRE_2017,
     PARTITIONS_QUERY,
     SCHEMA_QUERY,
     TABLES_IN_SCHEMA_QUERY,
@@ -395,7 +398,10 @@ def _populate_with_partitions_data(self, table_ids, table_id_to_table_data, curs
 
     @tracked_method(agent_check_getter=agent_check_getter)
     def _populate_with_index_data(self, table_ids, table_id_to_table_data, cursor):
-        rows = execute_query(INDEX_QUERY.format(table_ids), cursor)
+        index_query = INDEX_QUERY
+        if self._check.static_info_cache.get(STATIC_INFO_MAJOR_VERSION) <= 2016:
+            index_query = INDEX_QUERY_PRE_2017
+        rows = execute_query(index_query.format(table_ids), cursor)
         for row in rows:
             table_id = row.pop("id", None)
             table_id_str = str(table_id)
@@ -412,7 +418,10 @@ def _populate_with_index_data(self, table_ids, table_id_to_table_data, cursor):
 
     @tracked_method(agent_check_getter=agent_check_getter, track_result_length=True)
     def _populate_with_foreign_keys_data(self, table_ids, table_id_to_table_data, cursor):
-        rows = execute_query(FOREIGN_KEY_QUERY.format(table_ids), cursor)
+        foreign_key_query = FOREIGN_KEY_QUERY
+        if self._check.static_info_cache.get(STATIC_INFO_MAJOR_VERSION) <= 2016:
+            foreign_key_query = FOREIGN_KEY_QUERY_PRE_2017
+        rows = execute_query(foreign_key_query.format(table_ids), cursor)
         for row in rows:
             table_id = row.pop("id", None)
             table_id_str = str(table_id)
diff --git a/sqlserver/datadog_checks/sqlserver/sqlserver.py b/sqlserver/datadog_checks/sqlserver/sqlserver.py
index a254f987fa651..67189e3145c4d 100644
--- a/sqlserver/datadog_checks/sqlserver/sqlserver.py
+++ b/sqlserver/datadog_checks/sqlserver/sqlserver.py
@@ -24,9 +24,25 @@
 from datadog_checks.sqlserver.config import SQLServerConfig
 from datadog_checks.sqlserver.database_metrics import (
     SqlserverAgentMetrics,
+    SqlserverAoMetrics,
+    SqlserverAvailabilityGroupsMetrics,
+    SqlserverAvailabilityReplicasMetrics,
     SqlserverDatabaseBackupMetrics,
+    SqlserverDatabaseFilesMetrics,
+    SqlserverDatabaseReplicationStatsMetrics,
+    SqlserverDatabaseStatsMetrics,
     SqlserverDBFragmentationMetrics,
+    SqlserverFciMetrics,
+    SqlserverFileStatsMetrics,
     SqlserverIndexUsageMetrics,
+    SqlserverMasterFilesMetrics,
+    SqlserverOsSchedulersMetrics,
+    SqlserverOsTasksMetrics,
+    SqlserverPrimaryLogShippingMetrics,
+    SqlserverSecondaryLogShippingMetrics,
+    SqlserverServerStateMetrics,
+    SqlserverTempDBFileSpaceUsageMetrics,
+    SQLServerXESessionMetrics,
 )
 from datadog_checks.sqlserver.deadlocks import Deadlocks
 from datadog_checks.sqlserver.metadata import SqlserverMetadata
@@ -44,20 +60,14 @@
 from datadog_checks.sqlserver.__about__ import __version__
 from datadog_checks.sqlserver.connection import Connection, SQLConnectionError, split_sqlserver_host_port
 from datadog_checks.sqlserver.const import (
-    AO_METRICS,
-    AO_METRICS_PRIMARY,
-    AO_METRICS_SECONDARY,
     AUTODISCOVERY_QUERY,
     AWS_RDS_HOSTNAME_SUFFIX,
     AZURE_DEPLOYMENT_TYPE_TO_RESOURCE_TYPES,
     BASE_NAME_QUERY,
     COUNTER_TYPE_QUERY,
-    DATABASE_MASTER_FILES,
-    DATABASE_METRICS,
     DATABASE_SERVICE_CHECK_NAME,
     DATABASE_SERVICE_CHECK_QUERY,
     DBM_MIGRATED_METRICS,
-    ENGINE_EDITION_AZURE_MANAGED_INSTANCE,
     ENGINE_EDITION_SQL_DATABASE,
     INSTANCE_METRICS,
     INSTANCE_METRICS_DATABASE,
@@ -73,24 +83,11 @@
     STATIC_INFO_RDS,
     STATIC_INFO_VERSION,
     SWITCH_DB_STATEMENT,
-    TASK_SCHEDULER_METRICS,
-    TEMPDB_FILE_SPACE_USAGE_METRICS,
     VALID_METRIC_TYPES,
     expected_sys_databases_columns,
 )
 from datadog_checks.sqlserver.metrics import DEFAULT_PERFORMANCE_TABLE, VALID_TABLES
-from datadog_checks.sqlserver.queries import (
-    QUERY_AO_FAILOVER_CLUSTER,
-    QUERY_AO_FAILOVER_CLUSTER_MEMBER,
-    QUERY_FAILOVER_CLUSTER_INSTANCE,
-    QUERY_LOG_SHIPPING_PRIMARY,
-    QUERY_LOG_SHIPPING_SECONDARY,
-    QUERY_SERVER_STATIC_INFO,
-    get_query_ao_availability_groups,
-    get_query_file_stats,
-)
 from datadog_checks.sqlserver.utils import (
-    is_azure_database,
     is_azure_sql_database,
     set_default_driver_conf,
 )
@@ -119,6 +116,7 @@ def __init__(self, name, init_config, instances):
 
         self._resolved_hostname = None
         self._agent_hostname = None
+        self._database_hostname = None
         self.connection = None
         self.failed_connections = {}
         self.instance_metrics = []
@@ -157,18 +155,15 @@ def __init__(self, name, init_config, instances):
         # go through the agent internal metrics submission processing those tags
         self.non_internal_tags = copy.deepcopy(self.tags)
         self.check_initializations.append(self.initialize_connection)
-        self.check_initializations.append(self.set_resolved_hostname)
+        self.check_initializations.append(self.load_static_information)
         self.check_initializations.append(self.set_resolved_hostname_metadata)
         self.check_initializations.append(self.config_checks)
         self.check_initializations.append(self.make_metric_list_to_collect)
 
         # Query declarations
         self._query_manager = None
-        self._dynamic_queries = None  # DEPRECATED, new metrics should use database_metrics
-        self.server_state_queries = None
-        self.sqlserver_incr_fraction_metric_previous_values = {}
-
         self._database_metrics = None
+        self.sqlserver_incr_fraction_metric_previous_values = {}
 
         self._schemas = Schemas(self, self._config)
 
@@ -208,6 +203,8 @@ def set_resolved_hostname_metadata(self):
         self.set_metadata("resolved_hostname", self.resolved_hostname)
 
     def set_resource_tags(self):
+        self.tags.append("database_hostname:{}".format(self.database_hostname))
+
         if self._config.cloud_metadata.get("gcp") is not None:
             self.tags.append(
                 "dd.internal.resource:gcp_sql_database_instance:{}:{}".format(
@@ -230,10 +227,10 @@ def set_resource_tags(self):
             name = self._config.cloud_metadata.get("azure")["name"]
             db_instance = None
             if "sql_database" in deployment_type and self._config.dbm_enabled:
-                # azure sql databases have a special format, which is set for DBM
-                # customers in the resolved_hostname.
-                # If user is not DBM customer, the resource_name should just be set to the `name`
-                db_instance = self._resolved_hostname
+                # azure_sql_server_database resource should be set to {fully_qualified_server_name}/{database_name}
+                # for correct resource aliasing
+                dbname = self.instance.get("database", "master")
+                db_instance = f"{name}/{dbname}"
             # some `deployment_type`s map to multiple `resource_type`s
             resource_types = AZURE_DEPLOYMENT_TYPE_TO_RESOURCE_TYPES.get(deployment_type).split(",")
             for r_type in resource_types:
@@ -250,7 +247,6 @@ def set_resource_tags(self):
 
     def set_resolved_hostname(self):
         # load static information cache
-        self.load_static_information()
         if self._resolved_hostname is None:
             if self._config.reported_hostname:
                 self._resolved_hostname = self._config.reported_hostname
@@ -277,7 +273,13 @@ def set_resolved_hostname(self):
                     # for Azure SQL Database, each database on a given "server" has isolated compute resources,
                     # meaning that the agent is only able to see query activity for the specific database it's
                     # connected to. For this reason, each Azure SQL database is modeled as an independent host.
-                    self._resolved_hostname = "{}/{}".format(host, configured_database)
+                    azure = self._config.cloud_metadata.get("azure")
+                    if azure and azure.get("aggregate_sql_databases"):
+                        # If the aggregate_sql_databases option is enabled, the agent will group all Azure SQL
+                        # databases and report them as a single database instance.
+                        self._resolved_hostname = host
+                    else:
+                        self._resolved_hostname = "{}/{}".format(host, configured_database)
         # set resource tags to properly tag with updated hostname
         self.set_resource_tags()
 
@@ -285,7 +287,16 @@ def set_resolved_hostname(self):
     def resolved_hostname(self):
         return self._resolved_hostname
 
+    @property
+    def database_hostname(self):
+        # type: () -> str
+        if self._database_hostname is None:
+            host, _ = split_sqlserver_host_port(self.instance.get("host"))
+            self._database_hostname = resolve_db_host(host)
+        return self._database_hostname
+
     def load_static_information(self):
+        engine_edition_reloaded = False
         expected_keys = {STATIC_INFO_VERSION, STATIC_INFO_MAJOR_VERSION, STATIC_INFO_ENGINE_EDITION, STATIC_INFO_RDS}
         missing_keys = expected_keys - set(self.static_info_cache.keys())
         if missing_keys:
@@ -315,6 +326,7 @@ def load_static_information(self):
                         result = cursor.fetchone()
                         if result:
                             self.static_info_cache[STATIC_INFO_ENGINE_EDITION] = result[0]
+                            engine_edition_reloaded = True
                         else:
                             self.log.warning("failed to load version static information due to empty results")
                     if STATIC_INFO_RDS not in self.static_info_cache:
@@ -324,9 +336,11 @@ def load_static_information(self):
                             self.static_info_cache[STATIC_INFO_RDS] = True
                         else:
                             self.static_info_cache[STATIC_INFO_RDS] = False
-            # re-initialize resolved_hostname to ensure we take into consideration the static information
+            # re-initialize resolved_hostname to ensure we take into consideration the egine edition
             # after it's loaded
-            self._resolved_hostname = None
+            if engine_edition_reloaded:
+                self._resolved_hostname = None
+            self.set_resolved_hostname()
 
     def debug_tags(self):
         return self.tags + ["agent_hostname:{}".format(self.agent_hostname)]
@@ -348,7 +362,6 @@ def agent_hostname(self):
 
     def initialize_connection(self):
         self.connection = Connection(
-            host=self.resolved_hostname,
             init_config=self.init_config,
             instance_config=self.instance,
             service_check_handler=self.handle_service_check,
@@ -487,67 +500,6 @@ def _make_metric_list_to_collect(self, custom_metrics):
                         physical_database_name=db.physical_db_name,
                     )
 
-        # Load database statistics
-        db_stats_to_collect = list(DATABASE_METRICS)
-        engine_edition = self.static_info_cache.get(STATIC_INFO_ENGINE_EDITION)
-
-        for name, table, column in db_stats_to_collect:
-            # include database as a filter option
-            db_names = [d.name for d in self.databases] or [
-                self.instance.get("database", self.connection.DEFAULT_DATABASE)
-            ]
-            for db_name in db_names:
-                cfg = {
-                    "name": name,
-                    "table": table,
-                    "column": column,
-                    "instance_name": db_name,
-                    "tags": self.tags,
-                }
-                metrics_to_collect.append(self.typed_metric(cfg_inst=cfg, table=table, column=column))
-
-        # Load AlwaysOn metrics
-        if is_affirmative(self.instance.get("include_ao_metrics", False)):
-            for name, table, column in AO_METRICS + AO_METRICS_PRIMARY + AO_METRICS_SECONDARY:
-                db_name = "master"
-                cfg = {
-                    "name": name,
-                    "table": table,
-                    "column": column,
-                    "instance_name": db_name,
-                    "tags": self.tags,
-                    "ao_database": self.instance.get("ao_database", None),
-                    "availability_group": self.instance.get("availability_group", None),
-                    "only_emit_local": is_affirmative(self.instance.get("only_emit_local", False)),
-                }
-                metrics_to_collect.append(self.typed_metric(cfg_inst=cfg, table=table, column=column))
-
-        # Load metrics from scheduler and task tables, if enabled
-        if is_affirmative(self.instance.get("include_task_scheduler_metrics", False)):
-            for name, table, column in TASK_SCHEDULER_METRICS:
-                cfg = {"name": name, "table": table, "column": column, "tags": self.tags}
-                metrics_to_collect.append(self.typed_metric(cfg_inst=cfg, table=table, column=column))
-
-        # Load sys.master_files metrics
-        if is_affirmative(self.instance.get("include_master_files_metrics", False)):
-            for name, table, column in DATABASE_MASTER_FILES:
-                cfg = {"name": name, "table": table, "column": column, "tags": self.tags}
-                metrics_to_collect.append(self.typed_metric(cfg_inst=cfg, table=table, column=column))
-
-        # Load DB File Space Usage metrics
-        if is_affirmative(
-            self.instance.get("include_tempdb_file_space_usage_metrics", True)
-        ) and not is_azure_sql_database(engine_edition):
-            for name, table, column in TEMPDB_FILE_SPACE_USAGE_METRICS:
-                cfg = {
-                    "name": name,
-                    "table": table,
-                    "column": column,
-                    "instance_name": "tempdb",
-                    "tags": self.tags,
-                }
-                metrics_to_collect.append(self.typed_metric(cfg_inst=cfg, table=table, column=column))
-
         # Load any custom metrics from conf.d/sqlserver.yaml
         for cfg in custom_metrics:
             sql_counter_type = None
@@ -776,6 +728,7 @@ def _check_database_conns(self):
 
     def check(self, _):
         if self.do_check:
+            self.load_static_information()
             # configure custom queries for the check
             if self._query_manager is None:
                 # use QueryManager to process custom queries
@@ -783,12 +736,6 @@ def check(self, _):
                     self, self.execute_query_raw, tags=self.tags, hostname=self.resolved_hostname
                 )
                 self._query_manager.compile_queries()
-            if self.server_state_queries is None:
-                self.server_state_queries = self._new_query_executor(
-                    [QUERY_SERVER_STATIC_INFO], executor=self.execute_query_raw
-                )
-                self.server_state_queries.compile_queries()
-
             self._send_database_instance_metadata()
             if self._config.proc:
                 self.do_stored_procedure_check()
@@ -807,101 +754,67 @@ def check(self, _):
         else:
             self.log.debug("Skipping check")
 
-    @property
-    def dynamic_queries(self):
-        """
-        Initializes dynamic queries which depend on static information loaded from the database
-        """
-        if self._dynamic_queries:
-            return self._dynamic_queries
-
-        major_version = self.static_info_cache.get(STATIC_INFO_MAJOR_VERSION)
-        engine_edition = self.static_info_cache.get(STATIC_INFO_ENGINE_EDITION)
-        # need either major_version or engine_edition to generate queries
-        if not major_version and not is_azure_database(engine_edition):
-            self.log.warning("missing major_version, cannot initialize dynamic queries")
-            return None
-        queries = [get_query_file_stats(major_version, engine_edition)]
-
-        if is_affirmative(self.instance.get("include_ao_metrics", False)):
-            if major_version > 2012 or is_azure_database(engine_edition):
-                queries.extend(
-                    [
-                        get_query_ao_availability_groups(major_version),
-                        QUERY_AO_FAILOVER_CLUSTER,
-                        QUERY_AO_FAILOVER_CLUSTER_MEMBER,
-                    ]
-                )
-            else:
-                self.log_missing_metric("AlwaysOn", major_version, engine_edition)
-        if is_affirmative(self.instance.get("include_fci_metrics", False)):
-            if major_version > 2012 or engine_edition == ENGINE_EDITION_AZURE_MANAGED_INSTANCE:
-                queries.extend([QUERY_FAILOVER_CLUSTER_INSTANCE])
-            else:
-                self.log_missing_metric("Failover Cluster Instance", major_version, engine_edition)
-
-        if is_affirmative(self.instance.get("include_primary_log_shipping_metrics", False)):
-            queries.extend([QUERY_LOG_SHIPPING_PRIMARY])
+    def _new_database_metric_executor(self, database_metric_class, db_names=None):
+        return database_metric_class(
+            config=self._config,
+            new_query_executor=self._new_query_executor,
+            server_static_info=self.static_info_cache,
+            execute_query_handler=self.execute_query_raw,
+            databases=db_names,
+        )
 
-        if is_affirmative(self.instance.get("include_secondary_log_shipping_metrics", False)):
-            queries.extend([QUERY_LOG_SHIPPING_SECONDARY])
+    @property
+    def _instance_level_database_metrics(self):
+        # return the list of database metrics that are collected once at the instance level
+        return [
+            SqlserverServerStateMetrics,
+            SqlserverFileStatsMetrics,
+            SqlserverAoMetrics,
+            SqlserverAvailabilityGroupsMetrics,
+            SqlserverAvailabilityReplicasMetrics,
+            SqlserverDatabaseReplicationStatsMetrics,
+            SqlserverFciMetrics,
+            SqlserverPrimaryLogShippingMetrics,
+            SqlserverSecondaryLogShippingMetrics,
+            SqlserverOsTasksMetrics,
+            SqlserverOsSchedulersMetrics,
+            SqlserverMasterFilesMetrics,
+            SqlserverDatabaseStatsMetrics,
+            SqlserverDatabaseBackupMetrics,
+            SqlserverAgentMetrics,
+            SQLServerXESessionMetrics,
+        ]
 
-        self._dynamic_queries = self._new_query_executor(queries, executor=self.execute_query_raw)
-        self._dynamic_queries.compile_queries()
-        self.log.debug("initialized dynamic queries")
-        return self._dynamic_queries
+    @property
+    def _database_level_database_metrics(self):
+        # return the list of database metrics that are collected for each database
+        return [
+            SqlserverTempDBFileSpaceUsageMetrics,
+            SqlserverIndexUsageMetrics,
+            SqlserverDBFragmentationMetrics,
+            SqlserverDatabaseFilesMetrics,
+        ]
 
     @property
     def database_metrics(self):
         """
-        Initializes database metrics which depend on static information loaded from the database
+        Initializes dynamic queries which depend on static information loaded from the database
         """
         if self._database_metrics:
             return self._database_metrics
 
+        self._database_metrics = []
         # list of database names to collect metrics for
-        db_names = [d.name for d in self.databases] or [self.instance.get("database", self.connection.DEFAULT_DATABASE)]
+        db_names = [d.name for d in self.databases] or [self.instance.get('database', self.connection.DEFAULT_DATABASE)]
 
         # instance level metrics
-        database_backup_metrics = SqlserverDatabaseBackupMetrics(
-            instance_config=self.instance,
-            new_query_executor=self._new_query_executor,
-            server_static_info=self.static_info_cache,
-            execute_query_handler=self.execute_query_raw,
-        )
+        for database_metric_class in self._instance_level_database_metrics:
+            self._database_metrics.append(self._new_database_metric_executor(database_metric_class))
 
         # database level metrics
-        index_usage_metrics = SqlserverIndexUsageMetrics(
-            instance_config=self.instance,
-            new_query_executor=self._new_query_executor,
-            server_static_info=self.static_info_cache,
-            execute_query_handler=self.execute_query_raw,
-            databases=db_names,
-        )
-        db_fragmentation_metrics = SqlserverDBFragmentationMetrics(
-            instance_config=self.instance,
-            new_query_executor=self._new_query_executor,
-            server_static_info=self.static_info_cache,
-            execute_query_handler=self.execute_query_raw,
-            databases=db_names,
-        )
+        for database_metric_class in self._database_level_database_metrics:
+            self._database_metrics.append(self._new_database_metric_executor(database_metric_class, db_names))
 
-        database_agent_metrics = SqlserverAgentMetrics(
-            instance_config=self.instance,
-            new_query_executor=self._new_query_executor,
-            server_static_info=self.static_info_cache,
-            execute_query_handler=self.execute_query_raw,
-        )
-
-        # create a list of dynamic queries to execute
-        self._database_metrics = [
-            # instance level metrics
-            database_backup_metrics,
-            database_agent_metrics,
-            # database level metrics
-            index_usage_metrics,
-            db_fragmentation_metrics,
-        ]
         self.log.debug("initialized dynamic queries")
         return self._database_metrics
 
@@ -965,16 +878,6 @@ def collect_metrics(self):
             with self.connection.get_managed_cursor() as cursor:
                 cursor.execute("SET NOCOUNT ON")
             try:
-                # Server state queries require VIEW SERVER STATE permissions, which some managed database
-                # versions do not support.
-                if self.static_info_cache.get(STATIC_INFO_ENGINE_EDITION) not in [
-                    ENGINE_EDITION_SQL_DATABASE,
-                ]:
-                    self.server_state_queries.execute()
-
-                if self.dynamic_queries:
-                    self.dynamic_queries.execute()
-
                 # restore the current database after executing dynamic queries
                 # this is to ensure the current database context is not changed
                 with self.connection.restore_current_database_context():
@@ -1066,6 +969,7 @@ def _send_database_instance_metadata(self):
         if self.resolved_hostname not in self._database_instance_emitted:
             event = {
                 "host": self.resolved_hostname,
+                "database_hostname": self.database_hostname,
                 "agent_version": datadog_agent.get_version(),
                 "dbms": "sqlserver",
                 "kind": "database_instance",
diff --git a/sqlserver/datadog_checks/sqlserver/statements.py b/sqlserver/datadog_checks/sqlserver/statements.py
index aead8026ac421..8e94cb5e27c6c 100644
--- a/sqlserver/datadog_checks/sqlserver/statements.py
+++ b/sqlserver/datadog_checks/sqlserver/statements.py
@@ -153,12 +153,7 @@ def _row_key(row):
     :param row: a normalized row from STATEMENT_METRICS_QUERY
     :return: a tuple uniquely identifying this row
     """
-    return (
-        row.get('database_name'),
-        row['query_signature'],
-        row['query_hash'],
-        row['query_plan_hash'],
-    )
+    return (row.get('database_name'), row['query_signature'], row['query_hash'], row.get('procedure_name'))
 
 
 XML_PLAN_OBFUSCATION_ATTRS = frozenset(
@@ -286,12 +281,17 @@ def _get_statement_metrics_query_cached(self, cursor):
         )
         return self._statement_metrics_query
 
+    def lookback_window(self):
+        return self._config.statement_metrics_config.get('lookback_window', None)
+
     @tracked_method(agent_check_getter=agent_check_getter, track_result_length=True)
     def _load_raw_query_metrics_rows(self, cursor):
         self.log.debug("collecting sql server statement metrics")
         statement_metrics_query = self._get_statement_metrics_query_cached(cursor)
         now = time.time()
         query_interval = self.collection_interval * 2
+        if self.lookback_window():
+            query_interval = self.lookback_window()
         if self._last_stats_query_time:
             query_interval = max(query_interval, now - self._last_stats_query_time)
         self._last_stats_query_time = now
@@ -444,6 +444,7 @@ def _to_metrics_payload(self, rows, max_queries):
             'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
             'ddagentversion': datadog_agent.get_version(),
             'ddagenthostname': self._check.agent_hostname,
+            'service': self._config.service,
         }
 
     @tracked_method(agent_check_getter=agent_check_getter)
@@ -500,6 +501,7 @@ def _rows_to_fqt_events(self, rows):
                 "ddsource": "sqlserver",
                 "ddtags": ",".join(tags),
                 "dbm_type": "fqt",
+                'service': self._config.service,
                 "db": {
                     "instance": row.get('database_name', None),
                     "query_signature": row['query_signature'],
@@ -593,6 +595,7 @@ def _collect_plans(self, rows, cursor, deadline):
                     "cloud_metadata": self._config.cloud_metadata,
                     'sqlserver_version': self._check.static_info_cache.get(STATIC_INFO_VERSION, ""),
                     'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
+                    'service': self._config.service,
                     "db": {
                         "instance": row.get("database_name", None),
                         "plan": {
diff --git a/sqlserver/datadog_checks/sqlserver/stored_procedures.py b/sqlserver/datadog_checks/sqlserver/stored_procedures.py
index e07c40c7a5a1c..bd834c081e3fd 100644
--- a/sqlserver/datadog_checks/sqlserver/stored_procedures.py
+++ b/sqlserver/datadog_checks/sqlserver/stored_procedures.py
@@ -159,6 +159,7 @@ def _to_metrics_payload(self, rows, max_queries):
             'sqlserver_engine_edition': self._check.static_info_cache.get(STATIC_INFO_ENGINE_EDITION, ""),
             'ddagentversion': datadog_agent.get_version(),
             'ddagenthostname': self._check.agent_hostname,
+            'service': self._config.service,
         }
 
     @tracked_method(agent_check_getter=agent_check_getter)
diff --git a/sqlserver/hatch.toml b/sqlserver/hatch.toml
index 551df01830de2..b16801ff760c7 100644
--- a/sqlserver/hatch.toml
+++ b/sqlserver/hatch.toml
@@ -7,6 +7,13 @@ os = ["linux"]
 version = ["2017", "2019", "2022"]
 setup = ["single", "ha"]
 
+# test the compatibility of sqlserver running on non-utc timezone
+[[envs.default.matrix]]
+python = ["3.12"]
+os = ["linux"]
+version = ["2022"]
+tz = ["newyork", "tokyo"]
+
 # test the full combination of python-version/driver against a the latest sql server version
 # ideally we'd test this against all sql server versions but that makes the test take too long and time out.
 # time out. until we're able to modify and parallelize the work we'll limit the per-driver tests to only a single
@@ -32,16 +39,13 @@ setup = ["single"]
 [envs.default.env-vars]
 ODBCSYSINI = "{root}{/}tests{/}odbc"
 COMPOSE_FOLDER = "compose"
+TZ="UTC"
 PIP_EXTRA_INDEX_URL = "https://datadoghq.dev/ci-wheels/bin"
 
 [envs.default.overrides]
 env.GITHUB_ACTIONS.e2e-env = { value = false, if = ["true"], platform = ["windows"] }
 platform.windows.env-vars = [
   "COMPOSE_FOLDER=compose-windows",
-  # we need SETUPTOOLS_USE_DISTUTILS=stdlib for setuptools versions 60+ in order for adodbapi to be able to install
-  # correctly for python3 on windows. If not set installation fails with the following error:
-  #    in ImportError: cannot import name 'build_py_2to3' from 'distutils.command.build_py'
-  "SETUPTOOLS_USE_DISTUTILS=stdlib",
 ]
 matrix.os.platforms = [
   { value = "windows", if = ["windows"] },
@@ -62,6 +66,10 @@ matrix.version.env-vars = [
 matrix.driver.env-vars = [
   { key = "WINDOWS_SQLSERVER_DRIVER", platform = ["windows"] },
 ]
+matrix.tz.env-vars = [
+  { key = "TZ", value = "America/New_York", if = ["newyork"] },
+  { key = "TZ", value = "Asia/Tokyo", if = ["tokyo"] },
+]
 name.linux-odbc-2019-high-cardinality.env-vars = "COMPOSE_FOLDER=compose-high-cardinality"
 name.linux-odbc-2022-high-cardinality.env-vars = "COMPOSE_FOLDER=compose-high-cardinality"
 name.windows-odbc-2019-high-cardinality.env-vars = "COMPOSE_FOLDER=compose-high-cardinality-windows"
diff --git a/sqlserver/metadata.csv b/sqlserver/metadata.csv
index 3e2c423e326c1..2a8c134ad37d6 100644
--- a/sqlserver/metadata.csv
+++ b/sqlserver/metadata.csv
@@ -4,8 +4,8 @@ sqlserver.access.index_searches,gauge,,operation,second,"Number of index searche
 sqlserver.access.page_splits,gauge,,operation,second,The number of page splits per second. (Perf. Counter: `Access Methods - Page Splits/sec`),-1,sql_server,page splits,,
 sqlserver.access.probe_scans,gauge,,operation,second,Number of probe scans per second that are used to find at most one single qualified row in an index or base table directly. (Perf. Counter: `Access Methods - Probe Scans/sec`),-1,sql_server,probe scans,,
 sqlserver.access.range_scans,gauge,,operation,second,Number of qualified range scans through indexes per second. (Perf. Counter: `Access Methods - Range Scans/sec`),-1,sql_server,range scans,,
-sqlserver.agent.active_jobs.duration,gauge,,second,,Duration of currently running jobs on sqlserver agent,0,sql_server,agent job duration,,
-sqlserver.agent.active_jobs.step_info,gauge,,,,Presence of a most recent completed step for active jobs running on the sqlserver agent.,0,sql_server,agent job step info,,
+sqlserver.agent.active_jobs.duration,gauge,,second,,Duration of currently running jobs on sqlserver agent (DBM Only),0,sql_server,agent job duration,,
+sqlserver.agent.active_jobs.step_info,gauge,,,,Presence of a most recent completed step for active jobs running on the sqlserver agent (DBM Only),0,sql_server,agent job step info,,
 sqlserver.agent.completed_jobs.duration,gauge,,second,,Duration of completed jobs on sqlserver agent (DBM Only),0,sql_server,agent job duration,,
 sqlserver.agent.completed_jobs.executions,gauge,,execution,,Number of executions of completed jobs on sqlserver agent (DBM Only),0,sql_server,agent job executions,,
 sqlserver.ao.ag_sync_health,gauge,,,,"Availability group synchronization health: 0 = Not healthy, 1 = Partially healthy, 2 = Healthy. Tags: `availability_group`, `availability_group_name`, `synchronization_health_desc`",0,sql_server,ag sync health,,
@@ -36,15 +36,15 @@ sqlserver.buffer.page_writes,gauge,,page,,Indicates the number of physical datab
 sqlserver.cache.object_counts,gauge,,object,,Number of cache objects in the cache. (Perf. Counter: `Plan Cache - Cache Object Counts`),0,sql_server,cache obj counts,,
 sqlserver.cache.pages,gauge,,object,,Number of 8-kilobyte (KB) pages used by cache objects. (Perf. Counter: `Plan Cache - Cache Pages`),0,sql_server,cache pages,,
 sqlserver.database.active_transactions,gauge,,transaction,,Number of active transactions across all databases on the SQL Server instance. Tags: `db`. (Perf. Counter: `Databases - Active Transactions`).,0,sql_server,database trans active,,
-sqlserver.database.avg_fragment_size_in_pages,gauge,,,,"The average number of pages in one fragment on the leaf level of an IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `index_id`, `index_name`",0,sql_server,avg fragment size in pages,,
-sqlserver.database.avg_fragmentation_in_percent,gauge,,,,"Logical fragmentation for indexes, or extent fragmentation for heaps in the IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `index_id`, `index_name`",0,sql_server,avg fragmentation percent,,
+sqlserver.database.avg_fragment_size_in_pages,gauge,,,,"The average number of pages in one fragment on the leaf level of an IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `schema`, `index_id`, `index_name`",0,sql_server,avg fragment size in pages,,
+sqlserver.database.avg_fragmentation_in_percent,gauge,,,,"Logical fragmentation for indexes, or extent fragmentation for heaps in the IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `schema`, `index_id`, `index_name`",0,sql_server,avg fragmentation percent,,
 sqlserver.database.backup_count,gauge,,,,The total count of successful backups made for a database. **Note:** This metric is not emitted on Azure managed databases. Tags: `db`,0,sql_server,backup count,,
 sqlserver.database.backup_restore_throughput,gauge,,,,Read/write throughput for backup and restore operations of a database per second. Tags: `db`. (Perf. Counter: `Databases - Backup/Restore Throughput/sec`),0,sql_server,database restore throughput,,
 sqlserver.database.files.size,gauge,,kibibyte,,"Current size of the database file. Tags: `db`, `file_id`, `file_type`, `file_name`, `file_location`, `database_files_state_desc`",0,sql_server,database file size,,
 sqlserver.database.files.space_used,gauge,,kibibyte,,"Current used space of the database file. Tags: `db`, `file_id`, `file_type`, `file_name`, `file_location`, `database_files_state_desc`",0,sql_server,database file used size,,
 sqlserver.database.files.state,gauge,,,,"Database file state: 0 = Online, 1 = Restoring, 2 = Recovering, 3 = Recovery_Pending, 4 = Suspect, 5 = Unknown, 6 = Offline, 7 = Defunct. Tags: `db`, `file_id`, `file_type`, `file_name`, `file_location`, `database_files_state_desc`",0,sql_server,database file status,,
-sqlserver.database.fragment_count,gauge,,,,"The number of fragments in the leaf level of an IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `index_id`, `index_name`",0,sql_server,fragment count,,
-sqlserver.database.index_page_count,gauge,,,,"Total number of index or data pages. Tags: `db`, `object_name`, `index_id`, `index_name`",0,sql_server,page count per index,,
+sqlserver.database.fragment_count,gauge,,,,"The number of fragments in the leaf level of an IN_ROW_DATA allocation unit. Tags: `db`, `object_name`, `schema`, `index_id`, `index_name`",0,sql_server,fragment count,,
+sqlserver.database.index_page_count,gauge,,,,"Total number of index or data pages. Tags: `db`, `object_name`, `schema`, `index_id`, `index_name`",0,sql_server,page count per index,,
 sqlserver.database.is_in_standby,gauge,,,,"Whether or not the database is read-only for restore log. Tags: `db`, `database_state_desc`, `database_recovery_model_desc`",0,sql_server,is in standby,,
 sqlserver.database.is_read_only,gauge,,,,"Whether or not the database is marked as READ_ONLY. 0 = READ_WRITE, 1 = READ_ONLY. Tags: `db`, `database_state_desc`, `database_recovery_model_desc`",0,sql_server,is read-only,,
 sqlserver.database.is_sync_with_backup,gauge,,,,"Whether or not the database is marked for replication synchronization with backup. 0 = Not marked for replication sync, 1 = Marked for replication sync. Tags: `db`, `database_state_desc`, `database_recovery_model_desc`",0,sql_server,is sync with backup,,
@@ -69,10 +69,10 @@ sqlserver.files.write_io_stall,count,,millisecond,,"Total time that users waited
 sqlserver.files.write_io_stall_queued,count,,millisecond,,"Total latency from IO governance pools for writes on the file. Tags: `logical_name`, `file_location`, `db`, `state`",-1,sql_server,write io queue time on database file,,
 sqlserver.files.writes,count,,write,second,"Number of writes issued on the file. Tags: `logical_name`, `file_location`, `db`, `state`",0,sql_server,writes on database file,,
 sqlserver.files.written_bytes,count,,byte,second,"Bytes written to the file. Tags: `logical_name`, `file_location`, `db`, `state`",0,sql_server,bytes written to the database file,,
-sqlserver.index.user_lookups,count,,occurrence,,"Number of bookmark lookups by user queries. Tags: `db`, `table`, `index_name`",-1,sql_server,lookups by user queries,,
-sqlserver.index.user_scans,count,,scan,,"Number of scans by user queries that did not use 'seek' predicate. Tags: `db`, `table`, `index_name`",-1,sql_server,scans by user queries,,
-sqlserver.index.user_seeks,count,,occurrence,,"Number of seeks by user queries. Tags: `db`, `table`, `index_name`",-1,sql_server,seeks by user queries,,
-sqlserver.index.user_updates,count,,update,,"Number of updates by user queries. This includes Insert, Delete, and Updates representing the number of operations done, not the actual rows affected. Tags: `db`, `table`, `index_name`",-1,sql_server,updates by user queries,,
+sqlserver.index.user_lookups,count,,occurrence,,"Number of bookmark lookups by user queries. Tags: `db`, `table`, `index_name`, `schema`",-1,sql_server,lookups by user queries,,
+sqlserver.index.user_scans,count,,scan,,"Number of scans by user queries that did not use 'seek' predicate. Tags: `db`, `table`, `index_name`, `schema`",-1,sql_server,scans by user queries,,
+sqlserver.index.user_seeks,count,,occurrence,,"Number of seeks by user queries. Tags: `db`, `table`, `index_name`, `schema`",-1,sql_server,seeks by user queries,,
+sqlserver.index.user_updates,count,,update,,"Number of updates by user queries. This includes Insert, Delete, and Updates representing the number of operations done, not the actual rows affected. Tags: `db`, `table`, `index_name`, `schema`",-1,sql_server,updates by user queries,,
 sqlserver.latches.latch_wait_time,gauge,,millisecond,,Average latch wait time (in milliseconds) for latch requests that had to wait. (Perf. Counter: `Locks - Average Latch Wait Time (ms)`),0,sql_server,avg latch wait time,,
 sqlserver.latches.latch_waits,gauge,,request,second,Number of latch requests that could not be granted immediately. (Perf. Counter: `Locks - Latch Waits/sec`),-1,sql_server,latch waits,,
 sqlserver.locks.deadlocks,gauge,,request,second,Number of lock requests per second that resulted in a deadlock. (Perf. Counter: `Locks - Number of Deadlocks/sec`),0,sql_server,deadlocks,,
@@ -154,3 +154,5 @@ sqlserver.transactions.longest_transaction_running_time,gauge,,second,,The time
 sqlserver.transactions.version_cleanup_rate,gauge,,kibibyte,second,The cleanup rate of the version store in tempdb. (Perf. Counter: `Transactions - Version Cleanup rate (KB/s)`),0,sql_server,version cleanup rate,,
 sqlserver.transactions.version_generation_rate,gauge,,kibibyte,second,The generation rate of the version store in tempdb. (Perf. Counter: `Transactions - Version Generation rate (KB/s)`),0,sql_server,version generation rate,,
 sqlserver.transactions.version_store_size,gauge,,kibibyte,,The size of the version store in tempdb. (Perf. Counter: `Transactions - Version Store Size (KB)`),0,sql_server,version store size,,
+sqlserver.xe.events_not_in_xml,gauge,,event,,"Number of generated events that are missing in the XML representation of the ring buffer. Tags: `session_name`",0,sql_server,xe events not in xml,,
+sqlserver.xe.session_status,gauge,,,,"Status of the node in a SQL Server failover cluster instance. Tags: `session_name`",0,sql_server,xe session status,,
\ No newline at end of file
diff --git a/sqlserver/tests/common.py b/sqlserver/tests/common.py
index 611da0461bb4a..7dae6697a9af1 100644
--- a/sqlserver/tests/common.py
+++ b/sqlserver/tests/common.py
@@ -25,7 +25,6 @@
     TASK_SCHEDULER_METRICS,
     TEMPDB_FILE_SPACE_USAGE_METRICS,
 )
-from datadog_checks.sqlserver.queries import get_query_file_stats
 
 from .utils import is_always_on
 
@@ -64,12 +63,18 @@ def get_local_driver():
 SQLSERVER_ENGINE_EDITION = int(os.environ.get('SQLSERVER_ENGINE_EDITION'))
 
 
-def get_expected_file_stats_metrics():
-    query_file_stats = get_query_file_stats(SQLSERVER_MAJOR_VERSION, SQLSERVER_ENGINE_EDITION)
-    return ["sqlserver." + c["name"] for c in query_file_stats["columns"] if c["type"] != "tag"]
-
-
-EXPECTED_FILE_STATS_METRICS = get_expected_file_stats_metrics()
+EXPECTED_FILE_STATS_METRICS = [
+    'sqlserver.files.io_stall',
+    'sqlserver.files.read_io_stall_queued',
+    'sqlserver.files.write_io_stall_queued',
+    'sqlserver.files.read_io_stall',
+    'sqlserver.files.write_io_stall',
+    'sqlserver.files.read_bytes',
+    'sqlserver.files.written_bytes',
+    'sqlserver.files.reads',
+    'sqlserver.files.writes',
+    'sqlserver.files.size_on_disk',
+]
 
 # SQL Server incremental sql fraction metrics require diffs in order to calculate
 # & report the metric, which means this requires a special unit/integration test coverage
@@ -245,10 +250,7 @@ def get_expected_file_stats_metrics():
 
 OPERATION_TIME_METRICS = [
     'simple_metrics',
-    'database_stats_metrics',
     'fraction_metrics',
-    'db_file_space_usage_metrics',
-    'database_file_stats_metrics',
     'incr_fraction_metrics',
 ]
 
@@ -318,11 +320,4 @@ def get_operation_time_metrics(instance):
     Return a list of all operation time metrics
     """
     operation_time_metrics = deepcopy(OPERATION_TIME_METRICS)
-    if instance.get('include_task_scheduler_metrics', False):
-        operation_time_metrics.append('os_schedulers_metrics')
-        operation_time_metrics.append('os_tasks_metrics')
-    if instance.get('include_ao_metrics', False):
-        operation_time_metrics.append('availability_groups_metrics')
-    if instance.get('include_master_files_metrics', False):
-        operation_time_metrics.append('master_database_file_stats_metrics')
     return operation_time_metrics
diff --git a/sqlserver/tests/compose-ha/docker-compose.yaml b/sqlserver/tests/compose-ha/docker-compose.yaml
index 3a992415e4569..6bd049c387500 100644
--- a/sqlserver/tests/compose-ha/docker-compose.yaml
+++ b/sqlserver/tests/compose-ha/docker-compose.yaml
@@ -1,4 +1,3 @@
-version: "3"
 services:
     sqlserver:
         build:
diff --git a/sqlserver/tests/compose-ha/sql/aoag_primary.sql b/sqlserver/tests/compose-ha/sql/aoag_primary.sql
index 3a3193f6dd662..4ecddc8111e85 100644
--- a/sqlserver/tests/compose-ha/sql/aoag_primary.sql
+++ b/sqlserver/tests/compose-ha/sql/aoag_primary.sql
@@ -363,3 +363,18 @@ GO
 WAITFOR DELAY '00:00:10'
 ALTER AVAILABILITY GROUP [AG1] ADD DATABASE [datadog_test-1]
 GO
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/compose-ha/sql/aoag_secondary.sql b/sqlserver/tests/compose-ha/sql/aoag_secondary.sql
index 1ac90e3816a73..ddfa2dc671d9b 100644
--- a/sqlserver/tests/compose-ha/sql/aoag_secondary.sql
+++ b/sqlserver/tests/compose-ha/sql/aoag_secondary.sql
@@ -67,3 +67,18 @@ GO
 ALTER AVAILABILITY GROUP [AG1] JOIN WITH (CLUSTER_TYPE = NONE)
 ALTER AVAILABILITY GROUP [AG1] GRANT CREATE ANY DATABASE
 GO
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/compose-high-cardinality-windows/docker-compose.yaml b/sqlserver/tests/compose-high-cardinality-windows/docker-compose.yaml
index 948c3116948ec..155f06e359463 100644
--- a/sqlserver/tests/compose-high-cardinality-windows/docker-compose.yaml
+++ b/sqlserver/tests/compose-high-cardinality-windows/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   sqlserver:
     build:
@@ -8,4 +6,4 @@ services:
       args:
         - SQLSERVER_BASE_IMAGE=${SQLSERVER_BASE_IMAGE}
     ports:
-      - "1433:1433"
\ No newline at end of file
+      - "1433:1433"
diff --git a/sqlserver/tests/compose-high-cardinality-windows/setup.sql b/sqlserver/tests/compose-high-cardinality-windows/setup.sql
index 4446dbdb52c70..188a57a79f502 100644
--- a/sqlserver/tests/compose-high-cardinality-windows/setup.sql
+++ b/sqlserver/tests/compose-high-cardinality-windows/setup.sql
@@ -348,3 +348,18 @@ BEGIN
 
     SET @object_count = @object_count + 1;
 END;
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/compose-high-cardinality/docker-compose.yaml b/sqlserver/tests/compose-high-cardinality/docker-compose.yaml
index 0c9690a6512d7..a7615708c2c16 100644
--- a/sqlserver/tests/compose-high-cardinality/docker-compose.yaml
+++ b/sqlserver/tests/compose-high-cardinality/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   sqlserver:
     build:
diff --git a/sqlserver/tests/compose-high-cardinality/setup.sql b/sqlserver/tests/compose-high-cardinality/setup.sql
index f9d89b4a5a9df..69cf6333200a8 100644
--- a/sqlserver/tests/compose-high-cardinality/setup.sql
+++ b/sqlserver/tests/compose-high-cardinality/setup.sql
@@ -331,3 +331,18 @@ BEGIN
 
     SET @object_count = @object_count + 1;
 END;
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/compose-windows/docker-compose.yaml b/sqlserver/tests/compose-windows/docker-compose.yaml
index 948c3116948ec..155f06e359463 100644
--- a/sqlserver/tests/compose-windows/docker-compose.yaml
+++ b/sqlserver/tests/compose-windows/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   sqlserver:
     build:
@@ -8,4 +6,4 @@ services:
       args:
         - SQLSERVER_BASE_IMAGE=${SQLSERVER_BASE_IMAGE}
     ports:
-      - "1433:1433"
\ No newline at end of file
+      - "1433:1433"
diff --git a/sqlserver/tests/compose-windows/setup.sql b/sqlserver/tests/compose-windows/setup.sql
index 5160b7012f40d..81390188f8b25 100644
--- a/sqlserver/tests/compose-windows/setup.sql
+++ b/sqlserver/tests/compose-windows/setup.sql
@@ -278,3 +278,18 @@ END
 GO
 GRANT EXECUTE on conditionalPlanTest to bob;
 GO
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/compose/docker-compose.yaml b/sqlserver/tests/compose/docker-compose.yaml
index 84fe2603ce724..f9d5493a819b9 100644
--- a/sqlserver/tests/compose/docker-compose.yaml
+++ b/sqlserver/tests/compose/docker-compose.yaml
@@ -11,6 +11,7 @@ services:
     environment:
       - ACCEPT_EULA=Y
       - SA_PASSWORD=Password123
+      - TZ=${TZ}
     ports:
       - "1433:1433"
     volumes:
diff --git a/sqlserver/tests/compose/setup.sql b/sqlserver/tests/compose/setup.sql
index 5cb9b50a42e11..2620a6de629eb 100644
--- a/sqlserver/tests/compose/setup.sql
+++ b/sqlserver/tests/compose/setup.sql
@@ -262,3 +262,18 @@ END
 GO
 GRANT EXECUTE on conditionalPlanTest to bob;
 GO
+
+CREATE EVENT SESSION datadog
+ON SERVER
+ADD EVENT sqlserver.xml_deadlock_report 
+ADD TARGET package0.ring_buffer 
+WITH (
+    MAX_MEMORY = 1024 KB, 
+    EVENT_RETENTION_MODE = ALLOW_SINGLE_EVENT_LOSS, 
+    MAX_DISPATCH_LATENCY = 120 SECONDS, 
+    STARTUP_STATE = ON 
+);
+GO
+
+ALTER EVENT SESSION datadog ON SERVER STATE = START;
+GO
diff --git a/sqlserver/tests/conftest.py b/sqlserver/tests/conftest.py
index dc28a32ecb29b..bfe6dd7fdf71f 100644
--- a/sqlserver/tests/conftest.py
+++ b/sqlserver/tests/conftest.py
@@ -99,11 +99,23 @@ def instance_minimal_defaults():
 def instance_docker(instance_docker_defaults):
     instance_docker_defaults.update(
         {
-            'include_task_scheduler_metrics': True,
-            'include_db_fragmentation_metrics': True,
-            'include_fci_metrics': True,
-            'include_ao_metrics': False,
-            'include_master_files_metrics': True,
+            'database_metrics': {
+                'ao_metrics': {
+                    'enabled': False,
+                },
+                'task_scheduler_metrics': {
+                    'enabled': True,
+                },
+                'db_fragmentation_metrics': {
+                    'enabled': True,
+                },
+                'fci_metrics': {
+                    'enabled': True,
+                },
+                'master_files_metrics': {
+                    'enabled': True,
+                },
+            },
             'disable_generic_tags': True,
         }
     )
@@ -233,21 +245,21 @@ def instance_e2e(instance_docker):
 
 @pytest.fixture
 def instance_ao_docker_primary(instance_docker):
-    instance_docker['include_ao_metrics'] = True
+    instance_docker['database_metrics']['ao_metrics']['enabled'] = True
     return instance_docker
 
 
 @pytest.fixture
 def instance_ao_docker_primary_local_only(instance_ao_docker_primary):
     instance = deepcopy(instance_ao_docker_primary)
-    instance['only_emit_local'] = True
+    instance['database_metrics']['ao_metrics']['only_emit_local'] = True
     return instance
 
 
 @pytest.fixture
 def instance_ao_docker_primary_non_existing_ag(instance_ao_docker_primary):
     instance = deepcopy(instance_ao_docker_primary)
-    instance['availability_group'] = 'AG2'
+    instance['database_metrics']['ao_metrics']['availability_group'] = 'AG2'
     return instance
 
 
@@ -328,5 +340,7 @@ def high_cardinality_env_is_ready():
 
     conditions += [CheckDockerLogs(compose_file, completion_message)]
 
-    with docker_run(compose_file=compose_file, conditions=conditions, mount_logs=True, build=True, attempts=3):
+    with docker_run(
+        compose_file=compose_file, conditions=conditions, mount_logs=True, build=True, attempts=3, capture=False
+    ):
         yield full_e2e_config, E2E_METADATA
diff --git a/sqlserver/tests/test_activity.py b/sqlserver/tests/test_activity.py
index 8e8084771c7c1..7bf91d8fd7159 100644
--- a/sqlserver/tests/test_activity.py
+++ b/sqlserver/tests/test_activity.py
@@ -57,6 +57,7 @@ def dbm_instance(instance_docker):
     return copy(instance_docker)
 
 
+@pytest.mark.flaky
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 @pytest.mark.parametrize("use_autocommit", [True, False])
@@ -724,6 +725,7 @@ def test_get_estimated_row_size_bytes(dbm_instance, file):
     assert abs((actual_size - computed_size) / float(actual_size)) <= 0.10
 
 
+@pytest.mark.integration
 def test_activity_collection_rate_limit(aggregator, dd_run_check, dbm_instance):
     # test the activity collection loop rate limit
     collection_interval = 0.1
@@ -758,6 +760,7 @@ def _expected_dbm_instance_tags(check):
     return check._config.tags
 
 
+@pytest.mark.integration
 @pytest.mark.parametrize("activity_enabled", [True, False])
 def test_async_job_enabled(dd_run_check, dbm_instance, activity_enabled):
     dbm_instance['query_activity'] = {'enabled': activity_enabled, 'run_sync': False}
diff --git a/sqlserver/tests/test_agent_jobs.py b/sqlserver/tests/test_agent_jobs.py
index e265e892b03cb..ccbfec16b9a67 100644
--- a/sqlserver/tests/test_agent_jobs.py
+++ b/sqlserver/tests/test_agent_jobs.py
@@ -356,6 +356,26 @@ def agent_jobs_instance(instance_docker):
     return copy(instance_docker)
 
 
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize(
+    "dbm_enabled,agent_jobs_enabled,expected_agent_jobs_enabled",
+    [
+        (True, True, True),
+        (True, False, False),
+        (False, True, False),
+        (False, False, False),
+    ],
+)
+def test_agent_job_enabled(instance_docker, dbm_enabled, agent_jobs_enabled, expected_agent_jobs_enabled):
+    instance_docker['dbm'] = dbm_enabled
+    instance_docker['agent_jobs'] = {'enabled': agent_jobs_enabled}
+    check = SQLServer(CHECK_NAME, {}, [instance_docker])
+    check.initialize_connection()
+    agent_jobs_metrics = [m for m in check.database_metrics if m.__class__.__name__ == 'SqlserverAgentMetrics']
+    assert agent_jobs_metrics is not None
+    assert agent_jobs_metrics[0].enabled == expected_agent_jobs_enabled
+
+
 @pytest.mark.usefixtures('dd_environment')
 def test_connection_with_agent_history(instance_docker):
     check = SQLServer(CHECK_NAME, {}, [instance_docker])
diff --git a/sqlserver/tests/test_connection.py b/sqlserver/tests/test_connection.py
index 55270fca3239f..23f5863b0c0ad 100644
--- a/sqlserver/tests/test_connection.py
+++ b/sqlserver/tests/test_connection.py
@@ -74,8 +74,7 @@ def test_warn_trusted_connection_username_pass(instance_minimal_defaults, cs, us
     instance_minimal_defaults["connection_string"] = cs
     instance_minimal_defaults["username"] = username
     instance_minimal_defaults["password"] = password
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     connection.log = mock.MagicMock()
     connection._connection_options_validation('somekey', 'somedb')
     if expect_warning:
@@ -97,8 +96,7 @@ def test_warn_trusted_connection_username_pass(instance_minimal_defaults, cs, us
 )
 def test_will_warn_parameters_for_the_wrong_connection(instance_minimal_defaults, connector, param):
     instance_minimal_defaults.update({'connector': connector, param: 'foo'})
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     connection.log = mock.MagicMock()
     connection._connection_options_validation('somekey', 'somedb')
     connection.log.warning.assert_called_once_with(
@@ -130,8 +128,7 @@ def test_will_warn_parameters_for_the_wrong_connection(instance_minimal_defaults
 )
 def test_will_fail_for_duplicate_parameters(instance_minimal_defaults, connector, cs, param, should_fail):
     instance_minimal_defaults.update({'connector': connector, param: 'foo', 'connection_string': cs + "=foo"})
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     if should_fail:
         match = (
             "%s has been provided both in the connection string and as a configuration option (%s), "
@@ -162,8 +159,7 @@ def test_will_fail_for_duplicate_parameters(instance_minimal_defaults, connector
 def test_will_fail_for_wrong_parameters_in_the_connection_string(instance_minimal_defaults, connector, cs):
     instance_minimal_defaults.update({'connector': connector, 'connection_string': cs + '=foo'})
     other_connector = 'odbc' if connector != 'odbc' else 'adodbapi'
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     match = (
         "%s has been provided in the connection string. "
         "This option is only available for %s connections, however %s has been selected"
@@ -226,8 +222,7 @@ def test_managed_auth_config_valid(instance_minimal_defaults, name, managed_iden
         for k, v in managed_identity_config.items():
             instance_minimal_defaults[k] = v
     instance_minimal_defaults.update({'connector': 'odbc'})
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     if should_fail:
         with pytest.raises(ConfigurationError, match=re.escape(expected_err)):
             connection._connection_options_validation('somekey', 'somedb')
@@ -287,12 +282,12 @@ def test_managed_auth_config_valid(instance_minimal_defaults, name, managed_iden
 def test_config_with_and_without_port(instance_minimal_defaults, host, port, expected_host):
     instance_minimal_defaults["host"] = host
     instance_minimal_defaults["port"] = port
-    check = SQLServer(CHECK_NAME, {}, [instance_minimal_defaults])
-    connection = Connection(check.resolved_hostname, {}, instance_minimal_defaults, None)
+    connection = Connection({}, instance_minimal_defaults, None)
     _, result_host, _, _, _, _ = connection._get_access_info('somekey', 'somedb')
     assert result_host == expected_host
 
 
+@pytest.mark.flaky
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 @pytest.mark.skipif(running_on_windows_ci() and SQLSERVER_MAJOR_VERSION == 2019, reason='Test flakes on this set up')
@@ -369,9 +364,7 @@ def test_connection_failure(aggregator, dd_run_check, instance_docker):
 
     try:
         # Break the connection
-        check.connection = Connection(
-            check.resolved_hostname, {}, {'host': '', 'username': '', 'password': ''}, check.handle_service_check
-        )
+        check.connection = Connection({}, {'host': '', 'username': '', 'password': ''}, check.handle_service_check)
         dd_run_check(check)
     except Exception:
         aggregator.assert_service_check(
@@ -388,7 +381,7 @@ def test_connection_failure(aggregator, dd_run_check, instance_docker):
     )
 
 
-@pytest.mark.unit
+@pytest.mark.integration
 @pytest.mark.parametrize(
     "test_case_name,instance_overrides,expected_error_patterns,expected_error",
     [
@@ -495,7 +488,7 @@ def test_connection_error_reporting(
     expected_error_pattern = matching_patterns[0]
 
     check = SQLServer(CHECK_NAME, {}, [instance_docker])
-    connection = Connection(check.resolved_hostname, check.init_config, check.instance, check.handle_service_check)
+    connection = Connection(check.init_config, check.instance, check.handle_service_check)
     with pytest.raises(SQLConnectionError) as excinfo:
         with connection.open_managed_default_connection():
             pytest.fail("connection should not have succeeded")
diff --git a/sqlserver/tests/test_database_metrics.py b/sqlserver/tests/test_database_metrics.py
index ece9a87aa16e8..2bc74f953681d 100644
--- a/sqlserver/tests/test_database_metrics.py
+++ b/sqlserver/tests/test_database_metrics.py
@@ -3,6 +3,8 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
 
+from copy import deepcopy
+from decimal import Decimal
 from unittest import mock
 
 import pytest
@@ -13,9 +15,24 @@
     STATIC_INFO_MAJOR_VERSION,
 )
 from datadog_checks.sqlserver.database_metrics import (
+    SqlserverAoMetrics,
+    SqlserverAvailabilityGroupsMetrics,
+    SqlserverAvailabilityReplicasMetrics,
     SqlserverDatabaseBackupMetrics,
+    SqlserverDatabaseFilesMetrics,
+    SqlserverDatabaseReplicationStatsMetrics,
+    SqlserverDatabaseStatsMetrics,
     SqlserverDBFragmentationMetrics,
+    SqlserverFciMetrics,
+    SqlserverFileStatsMetrics,
     SqlserverIndexUsageMetrics,
+    SqlserverMasterFilesMetrics,
+    SqlserverOsSchedulersMetrics,
+    SqlserverOsTasksMetrics,
+    SqlserverPrimaryLogShippingMetrics,
+    SqlserverSecondaryLogShippingMetrics,
+    SqlserverServerStateMetrics,
+    SqlserverTempDBFileSpaceUsageMetrics,
 )
 
 from .common import (
@@ -24,6 +41,7 @@
     SQLSERVER_MAJOR_VERSION,
 )
 
+INCR_FRACTION_METRICS = {'sqlserver.latches.latch_wait_time'}
 AUTODISCOVERY_DBS = ['master', 'msdb', 'datadog_test-1']
 
 STATIC_SERVER_INFO = {
@@ -32,6 +50,754 @@
 }
 
 
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_file_stats_metrics', [True, False])
+def test_sqlserver_file_stats_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_file_stats_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'file_stats_metrics': {'enabled': include_file_stats_metrics},
+    }
+
+    mocked_results = [
+        ('master', 'ONLINE', 'master', '/xx/master.mdf', 89, 0, 0, 73, 16, 3153920, 933888, 59, 98, 4194304),
+        ('master', 'ONLINE', 'mastlog', '/xx/mastlog.ldf', 22, 0, 0, 3, 19, 750592, 580608, 11, 97, 786432),
+        ('tempdb', 'ONLINE', 'tempdev', '/xx/tempdb.mdf', 3, 0, 0, 3, 0, 1728512, 32768, 29, 4, 8388608),
+        ('tempdb', 'ONLINE', 'templog', '/xx/templog.ldf', 1, 0, 0, 1, 0, 1007616, 16384, 7, 3, 8388608),
+        ('model', 'ONLINE', 'modeldev', '/xx/model.mdf', 22, 0, 0, 17, 5, 35151872, 409600, 59, 44, 8388608),
+        ('model', 'ONLINE', 'modellog', '/xx/modellog.ldf', 19, 0, 0, 12, 7, 1162752, 317440, 14, 48, 8388608),
+        ('msdb', 'ONLINE', 'MSDBData', '/xx/MSDBData.mdf', 34, 0, 0, 29, 5, 3891200, 196608, 62, 23, 14024704),
+        ('msdb', 'ONLINE', 'MSDBLog', '/xx/MSDBLog.ldf', 12, 0, 0, 3, 9, 1338368, 180736, 10, 30, 524288),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    file_stats_metrics = SqlserverFileStatsMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [file_stats_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_file_stats_metrics:
+        assert file_stats_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            db, state, logical_name, file_location, *metric_values = result
+            metrics = zip(file_stats_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'db:{db}',
+                f'state:{state}',
+                f'logical_name:{logical_name}',
+                f'file_location:{file_location}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_ao_metrics', [True, False])
+def test_sqlserver_ao_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_ao_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'ao_metrics': {'enabled': include_ao_metrics},
+    }
+
+    # Mocked results
+    mocked_ao_availability_groups = [
+        (
+            'primary',  # replica_role
+            'master',  # database_name
+            '0769C993-7AD1-4BA0-B319-5C8580B9A686',  # availability_group
+            'RDSAG0',  # availability_group_name
+            'EC2AMAZ-J78JTN1',  # replica_server_name
+            '5',  # database_id
+            '119CFD6A-C903-4E9E-B44A-D29CDB6633AA',  # replica_id
+            'rds_cluster',  # failover_cluster
+            'synchronous_commit',  # availability_mode
+            'automatic',  # failover_mode
+            None,  # database_state
+            'synchronized',  # synchronization_state
+            1,  # filestream_send_rate
+            5,  # log_send_queue_size
+            1,  # log_send_rate
+            50,  # redo_queue_size
+            23,  # redo_rate
+            1,  # replica_status
+            1,  # is_primary_replica
+            300,  # low_water_mark_for_ghosts
+            1,  # secondary_lag_seconds
+        ),
+    ]
+    mocked_ao_failover_cluster = [('node_majority', 'normal_quorum', '', 1, 1)]
+    mocked_ao_failover_cluster_member = [('08cd6223c153', 'cluster_node', 'up', '', 1, 1, 1)]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    execute_query_handler_mocked = mock.MagicMock()
+    execute_query_handler_mocked.side_effect = [
+        mocked_ao_availability_groups,
+        mocked_ao_failover_cluster,
+        mocked_ao_failover_cluster_member,
+    ]
+
+    ao_metrics = SqlserverAoMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [ao_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_ao_metrics:
+        assert ao_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_ao_availability_groups:
+            (
+                replica_role,
+                database_name,
+                availability_group,
+                availability_group_name,
+                replica_server_name,
+                database_id,
+                replica_id,
+                failover_cluster,
+                availability_mode,
+                failover_mode,
+                database_state,
+                synchronization_state,
+                *metric_values,
+            ) = result
+            metrics = zip(
+                ao_metrics.metric_names()[0],
+                [
+                    *metric_values,
+                ],
+            )
+            expected_tags = [
+                f'replica_role:{replica_role}',
+                f'database_name:{database_name}',
+                f'availability_group:{availability_group}',
+                f'availability_group_name:{availability_group_name}',
+                f'replica_server_name:{replica_server_name}',
+                f'database_id:{database_id}',
+                f'replica_id:{replica_id}',
+                f'failover_cluster:{failover_cluster}',
+                f'availability_mode:{availability_mode}',
+                f'failover_mode:{failover_mode}',
+                f'database_state:{database_state}',
+                f'synchronization_state:{synchronization_state}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+        for result in mocked_ao_failover_cluster:
+            quorum_type, quorum_state, failover_cluster, *metric_values = result
+            metrics = zip(ao_metrics.metric_names()[1], metric_values)
+            expected_tags = [
+                f'quorum_type:{quorum_type}',
+                f'quorum_state:{quorum_state}',
+                f'failover_cluster:{failover_cluster}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+        for result in mocked_ao_failover_cluster_member:
+            member_name, member_type, member_state, failover_cluster, *metric_values = result
+            metrics = zip(ao_metrics.metric_names()[2], metric_values)
+            expected_tags = [
+                f'member_name:{member_name}',
+                f'member_type:{member_type}',
+                f'member_state:{member_state}',
+                f'failover_cluster:{failover_cluster}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_ao_metrics', [True, False])
+@pytest.mark.parametrize(
+    'availability_group,mocked_results',
+    [
+        pytest.param(
+            None,
+            [('AG1', 'AG1', 'HEALTHY', 2, 1, None), ('AG2', 'AG2', 'HEALTHY', 2, 1, None)],
+            id='no availability_group',
+        ),
+        pytest.param('AG1', [('AG1', 'AG1', 'HEALTHY', 2, 1, None)], id='availability_group set'),
+    ],
+)
+def test_sqlserver_availability_groups_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_ao_metrics,
+    availability_group,
+    mocked_results,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'ao_metrics': {'enabled': include_ao_metrics},
+    }
+    if availability_group:
+        instance_docker_metrics['database_metrics']['ao_metrics']['availability_group'] = availability_group
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    availability_groups_metrics = SqlserverAvailabilityGroupsMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    if availability_group:
+        assert availability_groups_metrics.queries[0]['query'].endswith(
+            f" where resource_group_id = '{availability_group}'"
+        )
+
+    sqlserver_check._database_metrics = [availability_groups_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_ao_metrics:
+        assert availability_groups_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            ag, availability_group_name, synchronization_health_desc, *metric_values = result
+            metrics = zip(availability_groups_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'availability_group:{ag}',
+                f'availability_group_name:{availability_group_name}',
+                f'synchronization_health_desc:{synchronization_health_desc}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                if metric_value is not None:
+                    aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+            if availability_group:
+                assert ag == availability_group
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_ao_metrics', [True, False])
+@pytest.mark.parametrize(
+    'availability_group,only_emit_local,mocked_results',
+    [
+        pytest.param(
+            None,
+            None,
+            [('AG1', 'AG1', 'aoag_secondary', 'SYNCHRONIZED', 2), ('AG1', 'AG1', 'aoag_primary', 'SYNCHRONIZED', 2)],
+            id='no availability_group, no only_emit_local',
+        ),
+        pytest.param(
+            'AG1',
+            None,
+            [('AG1', 'AG1', 'aoag_secondary', 'SYNCHRONIZED', 2), ('AG1', 'AG1', 'aoag_primary', 'SYNCHRONIZED', 2)],
+            id='availability_group set, no only_emit_local',
+        ),
+        pytest.param(
+            None,
+            True,
+            [('AG1', 'AG1', 'aoag_primary', 'SYNCHRONIZED', 2)],
+            id='no availability_group, only_emit_local is True',
+        ),
+        pytest.param(
+            'AG1',
+            True,
+            [('AG1', 'AG1', 'aoag_primary', 'SYNCHRONIZED', 2)],
+            id='availability_group set, only_emit_local is True',
+        ),
+    ],
+)
+def test_sqlserver_database_replication_stats_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_ao_metrics,
+    availability_group,
+    only_emit_local,
+    mocked_results,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'ao_metrics': {'enabled': include_ao_metrics},
+    }
+    if availability_group:
+        instance_docker_metrics['database_metrics']['ao_metrics']['availability_group'] = availability_group
+    if only_emit_local:
+        instance_docker_metrics['database_metrics']['ao_metrics']['only_emit_local'] = only_emit_local
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    database_replication_stats_metrics = SqlserverDatabaseReplicationStatsMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    if availability_group:
+        assert f"resource_group_id = '{availability_group}'" in database_replication_stats_metrics.queries[0]['query']
+    if only_emit_local:
+        assert "is_local = 1" in database_replication_stats_metrics.queries[0]['query']
+
+    sqlserver_check._database_metrics = [database_replication_stats_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_ao_metrics:
+        assert database_replication_stats_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            ag, availability_group_name, replica_server_name, synchronization_state_desc, *metric_values = result
+            metrics = zip(database_replication_stats_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'availability_group:{ag}',
+                f'availability_group_name:{availability_group_name}',
+                f'replica_server_name:{replica_server_name}',
+                f'synchronization_state_desc:{synchronization_state_desc}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                if metric_value is not None:
+                    aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+            if availability_group:
+                assert ag == availability_group
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_ao_metrics', [True, False])
+@pytest.mark.parametrize(
+    'availability_group,only_emit_local,ao_database,mocked_results',
+    [
+        pytest.param(
+            None,
+            None,
+            None,
+            [
+                ('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True),
+                ('datadog_test', 'AG1', 'AG1', 'aoag_secondary', 'MANUAL', False, 1, True),
+            ],
+            id='no availability_group, no only_emit_local, no ao_database',
+        ),
+        pytest.param(
+            'AG1',
+            None,
+            None,
+            [
+                ('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True),
+                ('datadog_test', 'AG1', 'AG1', 'aoag_secondary', 'MANUAL', False, 1, True),
+            ],
+            id='availability_group set, no only_emit_local, no ao_database',
+        ),
+        pytest.param(
+            None,
+            True,
+            None,
+            [('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True)],
+            id='no availability_group, only_emit_local is True, no ao_database',
+        ),
+        pytest.param(
+            'AG1',
+            True,
+            None,
+            [('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True)],
+            id='availability_group set, only_emit_local is True, no ao_database',
+        ),
+        pytest.param(
+            None,
+            None,
+            'my_db',
+            [],
+            id='no availability_group, no only_emit_local, ao_database set',
+        ),
+        pytest.param(
+            'AG1',
+            None,
+            'datadog_test',
+            [
+                ('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True),
+                ('datadog_test', 'AG1', 'AG1', 'aoag_secondary', 'MANUAL', False, 1, True),
+            ],
+            id='availability_group set, no only_emit_local, ao_database set',
+        ),
+        pytest.param(
+            None,
+            True,
+            'datadog_test',
+            [('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True)],
+            id='no availability_group, only_emit_local is True, ao_database set',
+        ),
+        pytest.param(
+            'AG1',
+            True,
+            'datadog_test',
+            [('datadog_test', 'AG1', 'AG1', 'aoag_primary', 'MANUAL', True, 1, True)],
+            id='availability_group set, only_emit_local is True, ao_database set',
+        ),
+    ],
+)
+def test_sqlserver_availability_replicas_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_ao_metrics,
+    availability_group,
+    only_emit_local,
+    ao_database,
+    mocked_results,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'ao_metrics': {'enabled': include_ao_metrics},
+    }
+    if availability_group:
+        instance_docker_metrics['database_metrics']['ao_metrics']['availability_group'] = availability_group
+    if only_emit_local:
+        instance_docker_metrics['database_metrics']['ao_metrics']['only_emit_local'] = only_emit_local
+    if ao_database:
+        instance_docker_metrics['database_metrics']['ao_metrics']['ao_database'] = ao_database
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    availability_replicas_metrics = SqlserverAvailabilityReplicasMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    if availability_group:
+        assert f"resource_group_id = '{availability_group}'" in availability_replicas_metrics.queries[0]['query']
+    if only_emit_local:
+        assert "is_local = 1" in availability_replicas_metrics.queries[0]['query']
+    if ao_database:
+        assert f"database_name = '{ao_database}'" in availability_replicas_metrics.queries[0]['query']
+
+    sqlserver_check._database_metrics = [availability_replicas_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_ao_metrics:
+        assert availability_replicas_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            (
+                database_name,
+                ag,
+                availability_group_name,
+                replica_server_name,
+                failover_mode_desc,
+                is_primary_replica,
+                *metric_values,
+            ) = result
+            metrics = zip(availability_replicas_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'db:{database_name}',
+                f'availability_group:{ag}',
+                f'availability_group_name:{availability_group_name}',
+                f'replica_server_name:{replica_server_name}',
+                f'failover_mode_desc:{failover_mode_desc}',
+                f'is_primary_replica:{is_primary_replica}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                if metric_value is not None:
+                    aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+            if availability_group:
+                assert ag == availability_group
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_fci_metrics', [True, False])
+def test_sqlserver_fci_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_fci_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'fci_metrics': {'enabled': include_fci_metrics},
+    }
+
+    mocked_results = [
+        ('node1', 'up', 'cluster1', 0, 1),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    fci_metrics = SqlserverFciMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [fci_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_fci_metrics:
+        assert fci_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            node_name, status, failover_cluster, *metric_values = result
+            metrics = zip(fci_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'node_name:{node_name}',
+                f'status:{status}',
+                f'failover_cluster:{failover_cluster}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_primary_log_shipping_metrics', [True, False])
+def test_sqlserver_primary_log_shipping_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_primary_log_shipping_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'primary_log_shipping_metrics': {'enabled': include_primary_log_shipping_metrics},
+    }
+    mocked_results = [('97E29D89-2FA0-44FF-9EF7-65DA75FE0E3E', 'EC2AMAZ-Q0NCNV5', 'MyDummyDB', 500, 3600)]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    primary_log_shipping_metrics = SqlserverPrimaryLogShippingMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [primary_log_shipping_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_primary_log_shipping_metrics:
+        assert primary_log_shipping_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            primary_id, primary_server, primary_db, *metric_values = result
+            metrics = zip(primary_log_shipping_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'primary_id:{primary_id}',
+                f'primary_server:{primary_server}',
+                f'primary_db:{primary_db}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_secondary_log_shipping_metrics', [True, False])
+def test_sqlserver_secondary_log_shipping_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_secondary_log_shipping_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'secondary_log_shipping_metrics': {'enabled': include_secondary_log_shipping_metrics},
+    }
+    mocked_results = [
+        (
+            r'EC2AMAZ-Q0NCNV5\MYSECONDARY',
+            'MyDummyDB',
+            '13269A43-4D79-4473-A8BE-300F0709FF49',
+            'EC2AMAZ-Q0NCNV5',
+            'MyDummyDB',
+            800,
+            13000000,
+            125000,
+            2700,
+        )
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    primary_log_shipping_metrics = SqlserverSecondaryLogShippingMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [primary_log_shipping_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_secondary_log_shipping_metrics:
+        assert primary_log_shipping_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            secondary_server, secondary_db, secondary_id, primary_server, primary_db, *metric_values = result
+            metrics = zip(primary_log_shipping_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'secondary_server:{secondary_server}',
+                f'secondary_db:{secondary_db}',
+                f'secondary_id:{secondary_id}',
+                f'primary_server:{primary_server}',
+                f'primary_db:{primary_db}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_server_state_metrics', [True, False])
+def test_sqlserver_server_state_metrics(
+    aggregator, dd_run_check, init_config, instance_docker_metrics, include_server_state_metrics
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'server_state_metrics': {'enabled': include_server_state_metrics},
+    }
+
+    mocked_results = [(1000, 4, 8589934592, 17179869184, 4294967296, 8589934592)]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    server_state_metrics = SqlserverServerStateMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [server_state_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_server_state_metrics:
+        assert server_state_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            metrics = zip(server_state_metrics.metric_names()[0], result)
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_tempdb_file_space_usage_metrics', [True, False])
+def test_sqlserver_tempdb_file_space_usage_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_tempdb_file_space_usage_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'tempdb_file_space_usage_metrics': {'enabled': include_tempdb_file_space_usage_metrics}
+    }
+    mocked_results = [
+        [(2, Decimal('5.375000'), Decimal('0.000000'), Decimal('0.000000'), Decimal('1.312500'), Decimal('1.312500'))]
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    tempdb_file_space_usage_metrics = SqlserverTempDBFileSpaceUsageMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [tempdb_file_space_usage_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_tempdb_file_space_usage_metrics:
+        assert tempdb_file_space_usage_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            database_id, *metric_values = result
+            metrics = zip(tempdb_file_space_usage_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'database_id:{database_id}',
+                'db:tempdb',
+                'database:tempdb',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 @pytest.mark.parametrize('include_index_usage_metrics', [True, False])
@@ -47,26 +813,32 @@ def test_sqlserver_index_usage_metrics(
     index_usage_stats_interval,
 ):
     instance_docker_metrics['database_autodiscovery'] = True
-    instance_docker_metrics['include_index_usage_metrics'] = include_index_usage_metrics
-    instance_docker_metrics['include_index_usage_metrics_tempdb'] = include_index_usage_metrics_tempdb
+    instance_docker_metrics['database_metrics'] = {
+        'index_usage_metrics': {
+            'enabled': include_index_usage_metrics,
+            'enabled_tempdb': include_index_usage_metrics_tempdb,
+        },
+    }
     if index_usage_stats_interval:
-        instance_docker_metrics['index_usage_stats_interval'] = index_usage_stats_interval
+        instance_docker_metrics['database_metrics']['index_usage_metrics'][
+            'collection_interval'
+        ] = index_usage_stats_interval
 
     mocked_results_non_tempdb = [
         [
-            ('master', 'PK__patch_ac__09EA1DC2BD2BC49C', 'patch_action_execution_state', 36, 0, 0, 0),
-            ('master', 'PK__rds_comp__2E7CCD4A9E2910C9', 'rds_component_version', 0, 5, 0, 0),
+            ('master', 'PK__patch_ac__09EA1DC2BD2BC49C', 'dbo', 'patch_action_execution_state', 36, 0, 0, 0),
+            ('master', 'PK__rds_comp__2E7CCD4A9E2910C9', 'dbo', 'rds_component_version', 0, 5, 0, 0),
         ],
         [
-            ('msdb', 'PK__backupse__21F79AAB9439648C', 'backupset', 0, 1, 0, 0),
+            ('msdb', 'PK__backupse__21F79AAB9439648C', 'dbo', 'backupset', 0, 1, 0, 0),
         ],
         [
-            ('datadog_test-1', 'idx_something', 'some_table', 10, 60, 12, 18),
-            ('datadog_test-1', 'idx_something_else', 'some_table', 20, 30, 40, 50),
+            ('datadog_test-1', 'idx_something', 'dbo', 'some_table', 10, 60, 12, 18),
+            ('datadog_test-1', 'idx_something_else', 'dbo', 'some_table', 20, 30, 40, 50),
         ],
     ]
     mocked_results_tempdb = [
-        ('tempdb', 'PK__dmv_view__B5A34EE25D72CBFE', 'dmv_view_run_history', 1500, 0, 0, 49),
+        ('tempdb', 'PK__dmv_view__B5A34EE25D72CBFE', 'dbo', 'dmv_view_run_history', 1500, 0, 0, 49),
     ]
     mocked_results = mocked_results_non_tempdb
     if include_index_usage_metrics_tempdb:
@@ -78,14 +850,14 @@ def test_sqlserver_index_usage_metrics(
     execute_query_handler_mocked.side_effect = mocked_results
 
     index_usage_metrics = SqlserverIndexUsageMetrics(
-        instance_config=instance_docker_metrics,
+        config=sqlserver_check._config,
         new_query_executor=sqlserver_check._new_query_executor,
         server_static_info=STATIC_SERVER_INFO,
         execute_query_handler=execute_query_handler_mocked,
         databases=AUTODISCOVERY_DBS + ['tempdb'],
     )
 
-    expected_collection_interval = index_usage_stats_interval or index_usage_metrics._default_collection_interval
+    expected_collection_interval = index_usage_stats_interval or index_usage_metrics.collection_interval
     assert index_usage_metrics.queries[0]['collection_interval'] == expected_collection_interval
 
     sqlserver_check._database_metrics = [index_usage_metrics]
@@ -98,11 +870,12 @@ def test_sqlserver_index_usage_metrics(
         tags = sqlserver_check._config.tags
         for result in mocked_results:
             for row in result:
-                db, index_name, table, *metric_values = row
+                db, index_name, schema, table, *metric_values = row
                 metrics = zip(index_usage_metrics.metric_names()[0], metric_values)
                 expected_tags = [
                     f'db:{db}',
                     f'index_name:{index_name}',
+                    f'schema:{schema}',
                     f'table:{table}',
                 ] + tags
                 for metric_name, metric_value in metrics:
@@ -136,36 +909,52 @@ def test_sqlserver_db_fragmentation_metrics(
     db_fragmentation_metrics_interval,
 ):
     instance_docker_metrics['database_autodiscovery'] = True
-    instance_docker_metrics['include_db_fragmentation_metrics'] = include_db_fragmentation_metrics
-    instance_docker_metrics['include_db_fragmentation_metrics_tempdb'] = include_db_fragmentation_metrics_tempdb
+    instance_docker_metrics['database_metrics'] = {
+        'db_fragmentation_metrics': {
+            'enabled': include_db_fragmentation_metrics,
+            'enabled_tempdb': include_db_fragmentation_metrics_tempdb,
+        },
+    }
     if db_fragmentation_metrics_interval:
-        instance_docker_metrics['db_fragmentation_metrics_interval'] = db_fragmentation_metrics_interval
-
+        instance_docker_metrics['database_metrics']['db_fragmentation_metrics'][
+            'collection_interval'
+        ] = db_fragmentation_metrics_interval
+    print(instance_docker_metrics)
     mocked_results = [
         [
-            ('master', 'spt_fallback_db', 0, None, 0, 0.0, 0, 0.0),
-            ('master', 'spt_fallback_dev', 0, None, 0, 0.0, 0, 0.0),
-            ('master', 'spt_fallback_usg', 0, None, 0, 0.0, 0, 0.0),
-            ('master', 'spt_monitor', 0, None, 1, 1.0, 1, 0.0),
-            ('master', 'MSreplication_options', 0, None, 1, 1.0, 1, 0.0),
+            ('master', 'spt_fallback_db', 'dbo', 0, None, 0, 0.0, 0, 0.0),
+            ('master', 'spt_fallback_dev', 'dbo', 0, None, 0, 0.0, 0, 0.0),
+            ('master', 'spt_fallback_usg', 'dbo', 0, None, 0, 0.0, 0, 0.0),
+            ('master', 'spt_monitor', 'dbo', 0, None, 1, 1.0, 1, 0.0),
+            ('master', 'MSreplication_options', 'dbo', 0, None, 1, 1.0, 1, 0.0),
         ],
         [
-            ('msdb', 'syscachedcredentials', 1, 'PK__syscache__F6D56B562DA81DC6', 0, 0.0, 0, 0.0),
-            ('msdb', 'syscollector_blobs_internal', 1, 'PK_syscollector_blobs_internal_paremeter_name', 0, 0.0, 0, 0.0),
+            ('msdb', 'syscachedcredentials', 'dbo', 1, 'PK__syscache__F6D56B562DA81DC6', 0, 0.0, 0, 0.0),
+            (
+                'msdb',
+                'syscollector_blobs_internal',
+                'dbo',
+                1,
+                'PK_syscollector_blobs_internal_paremeter_name',
+                0,
+                0.0,
+                0,
+                0.0,
+            ),
         ],
-        [('datadog_test-1', 'ϑings', 1, 'thingsindex', 1, 1.0, 1, 0.0)],
+        [('datadog_test-1', 'ϑings', 'dbo', 1, 'thingsindex', 1, 1.0, 1, 0.0)],
     ]
     mocked_results_tempdb = [
-        [('tempdb', '#TempExample__000000000008', 1, 'PK__#TempExa__3214EC278A26D67E', 1, 1.0, 1, 0.0)],
+        [('tempdb', '#TempExample__000000000008', 'dbo', 1, 'PK__#TempExa__3214EC278A26D67E', 1, 1.0, 1, 0.0)],
     ]
 
     if db_fragmentation_object_names:
         instance_docker_metrics['db_fragmentation_object_names'] = db_fragmentation_object_names
         mocked_results = [
             [
-                ('master', 'spt_fallback_db', 0, None, 0, 0.0, 0, 0.0),
-                ('master', 'spt_fallback_dev', 0, None, 0, 0.0, 0, 0.0),
-                ('master', 'spt_fallback_usg', 0, None, 0, 0.0, 0, 0.0),
+                ('master', 'spt_fallback_db', 'dbo', 0, None, 0, 0.0, 0, 0.0),
+                ('master', 'spt_fallback_dev', 'dbo', 0, None, 0, 0.0, 0, 0.0),
+                ('master', 'spt_fallback_usg', 'dbo', 0, None, 0, 0.0, 0, 0.0),
             ],
             [],
             [],
@@ -181,7 +970,7 @@ def test_sqlserver_db_fragmentation_metrics(
     execute_query_handler_mocked.side_effect = mocked_results
 
     db_fragmentation_metrics = SqlserverDBFragmentationMetrics(
-        instance_config=instance_docker_metrics,
+        config=sqlserver_check._config,
         new_query_executor=sqlserver_check._new_query_executor,
         server_static_info=STATIC_SERVER_INFO,
         execute_query_handler=execute_query_handler_mocked,
@@ -191,9 +980,7 @@ def test_sqlserver_db_fragmentation_metrics(
     if db_fragmentation_object_names:
         assert db_fragmentation_metrics.db_fragmentation_object_names == db_fragmentation_object_names
 
-    expected_collection_interval = (
-        db_fragmentation_metrics_interval or db_fragmentation_metrics._default_collection_interval
-    )
+    expected_collection_interval = db_fragmentation_metrics_interval or db_fragmentation_metrics.collection_interval
     assert db_fragmentation_metrics.queries[0]['collection_interval'] == expected_collection_interval
 
     sqlserver_check._database_metrics = [db_fragmentation_metrics]
@@ -206,12 +993,13 @@ def test_sqlserver_db_fragmentation_metrics(
         tags = sqlserver_check._config.tags
         for result in mocked_results:
             for row in result:
-                database_name, object_name, index_id, index_name, *metric_values = row
+                database_name, object_name, schema, index_id, index_name, *metric_values = row
                 metrics = zip(db_fragmentation_metrics.metric_names()[0], metric_values)
                 expected_tags = [
                     f'db:{database_name}',
                     f'database_name:{database_name}',
                     f'object_name:{object_name}',
+                    f'schema:{schema}',
                     f'index_id:{index_id}',
                     f'index_name:{index_name}',
                 ] + tags
@@ -231,19 +1019,363 @@ def test_sqlserver_db_fragmentation_metrics(
         aggregator.assert_metric(metric_name, count=0)
 
 
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_task_scheduler_metrics', [True, False])
+def test_sqlserver_os_schedulers_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_task_scheduler_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'task_scheduler_metrics': {'enabled': include_task_scheduler_metrics},
+    }
+
+    mocked_results = [
+        (0, 0, 4, 6, 4, 0, 0),
+        (1, 0, 5, 7, 4, 0, 0),
+        (2, 0, 5, 6, 5, 0, 0),
+        (3, 0, 4, 6, 4, 0, 0),
+        (4, 0, 4, 7, 3, 0, 0),
+        (1048578, 0, 1, 1, 1, 0, 0),
+        (5, 1, 5, 7, 4, 0, 0),
+        (6, 1, 4, 6, 3, 0, 0),
+        (7, 1, 4, 7, 4, 0, 0),
+        (8, 1, 3, 5, 3, 0, 0),
+        (9, 1, 4, 7, 3, 0, 0),
+        (1048579, 1, 1, 1, 1, 0, 0),
+        (1048576, 64, 2, 3, 1, 0, 0),
+        (1048580, 0, 1, 1, 1, 0, 0),
+        (1048581, 0, 1, 1, 1, 0, 0),
+        (1048582, 0, 1, 1, 1, 0, 0),
+        (1048583, 0, 1, 1, 1, 0, 0),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    os_schedulers_metrics = SqlserverOsSchedulersMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [os_schedulers_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_task_scheduler_metrics:
+        assert os_schedulers_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            scheduler_id, parent_node_id, *metric_values = result
+            metrics = zip(os_schedulers_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'scheduler_id:{scheduler_id}',
+                f'parent_node_id:{parent_node_id}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_task_scheduler_metrics', [True, False])
+def test_sqlserver_os_tasks_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_task_scheduler_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'task_scheduler_metrics': {'enabled': include_task_scheduler_metrics},
+    }
+    mocked_results = [
+        (0, 40, 0, 0, 0),
+        (9, 46, 0, 0, 0),
+        (3, 17, 0, 0, 0),
+        (6, 14, 0, 0, 0),
+        (1048580, 427, 89, 0, 0),
+        (7, 353, 0, 0, 0),
+        (1, 201, 3, 0, 0),
+        (1048583, 4, 0, 0, 0),
+        (4, 734, 0, 0, 0),
+        (1048578, 5, 0, 0, 0),
+        (5, 152, 12, 0, 0),
+        (1048581, 429, 92, 0, 0),
+        (2, 1590, 223, 0, 0),
+        (1048582, 56, 0, 0, 0),
+        (1048579, 5, 0, 0, 0),
+        (1048576, 6, 0, 0, 0),
+        (8, 150, 43, 0, 0),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    os_tasks_metrics = SqlserverOsTasksMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [os_tasks_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_task_scheduler_metrics:
+        assert os_tasks_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            scheduler_id, *metric_values = result
+            metrics = zip(os_tasks_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'scheduler_id:{scheduler_id}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_master_files_metrics', [True, False])
+def test_sqlserver_master_files_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_master_files_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'master_files_metrics': {'enabled': include_master_files_metrics},
+    }
+    mocked_results = [
+        ('master', 'master', 1, 'data', '/var/opt/mssql/data/master.mdf', 'ONLINE', 4096, 0),
+        ('master', 'master', 2, 'transaction_log', '/var/opt/mssql/data/mastlog.ldf', 'ONLINE', 512, 0),
+        ('tempdb', 'tempdb', 1, 'data', '/var/opt/mssql/data/tempdb.mdf', 'ONLINE', 8192, 0),
+        ('tempdb', 'tempdb', 2, 'transaction_log', '/var/opt/mssql/data/templog.ldf', 'ONLINE', 8192, 0),
+        ('model', 'model', 1, 'data', '/var/opt/mssql/data/model.mdf', 'ONLINE', 8192, 0),
+        ('model', 'model', 2, 'transaction_log', '/var/opt/mssql/data/modellog.ldf', 'ONLINE', 8192, 0),
+        ('msdb', 'msdb', 1, 'data', '/var/opt/mssql/data/MSDBData.mdf', 'ONLINE', 13696, 0),
+        ('msdb', 'msdb', 2, 'transaction_log', '/var/opt/mssql/data/MSDBLog.ldf', 'ONLINE', 512, 0),
+        ('datadog_test', 'datadog_test', 1, 'data', '/var/opt/mssql/data/datadog_test.mdf', 'ONLINE', 8192, 0),
+        (
+            'datadog_test',
+            'datadog_test',
+            2,
+            'transaction_log',
+            '/var/opt/mssql/data/datadog_test_log.ldf',
+            'ONLINE',
+            8192,
+            0,
+        ),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    master_files_metrics = SqlserverMasterFilesMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [master_files_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_master_files_metrics:
+        assert master_files_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            db, database, file_id, file_type, file_location, database_files_state_desc, size, state = result
+            size *= 8  # size is in pages, 1 page = 8 KB
+            metrics = zip(master_files_metrics.metric_names()[0], [state, size])
+            expected_tags = [
+                f'db:{db}',
+                f'database:{database}',
+                f'file_id:{file_id}',
+                f'file_type:{file_type}',
+                f'file_location:{file_location}',
+                f'database_files_state_desc:{database_files_state_desc}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_database_files_metrics', [True, False])
+def test_sqlserver_database_files_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_database_files_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'db_files_metrics': {'enabled': include_database_files_metrics},
+    }
+
+    mocked_results = [
+        [
+            (1, 'data', '/var/opt/mssql/data/master.mdf', 'master', 'ONLINE', 4096, 0, 4096),
+            (2, 'transaction_log', '/var/opt/mssql/data/mastlog.ldf', 'mastlog', 'ONLINE', 768, 0, 424),
+        ],
+        [
+            (1, 'data', '/var/opt/mssql/data/MSDBData.mdf', 'MSDBData', 'ONLINE', 13696, 0, 13696),
+            (2, 'transaction_log', '/var/opt/mssql/data/MSDBLog.ldf', 'MSDBLog', 'ONLINE', 512, 0, 432),
+        ],
+        [
+            (1, 'data', '/var/opt/mssql/data/datadog_test.mdf', 'datadog_test', 'ONLINE', 8192, 0, 2624),
+            (
+                2,
+                'transaction_log',
+                '/var/opt/mssql/data/datadog_test_log.ldf',
+                'datadog_test_log',
+                'ONLINE',
+                8192,
+                0,
+                488,
+            ),
+        ],
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    execute_query_handler_mocked = mock.MagicMock()
+    execute_query_handler_mocked.side_effect = mocked_results
+
+    database_files_metrics = SqlserverDatabaseFilesMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+        databases=AUTODISCOVERY_DBS,
+    )
+
+    sqlserver_check._database_metrics = [database_files_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_database_files_metrics:
+        assert database_files_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for db, result in zip(AUTODISCOVERY_DBS, mocked_results):
+            for row in result:
+                file_id, file_type, file_location, file_name, database_files_state_desc, size, space_used, state = row
+                size *= 8  # size is in pages, 1 page = 8 KB
+                space_used *= 8  # space_used is in pages, 1 page = 8 KB
+                metrics = zip(database_files_metrics.metric_names()[0], [state, size, space_used])
+                expected_tags = [
+                    f'db:{db}',
+                    f'database:{db}',
+                    f'file_id:{file_id}',
+                    f'file_type:{file_type}',
+                    f'file_location:{file_location}',
+                    f'file_name:{file_name}',
+                    f'database_files_state_desc:{database_files_state_desc}',
+                ] + tags
+                for metric_name, metric_value in metrics:
+                    aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize('include_database_files_metrics', [True, False])
+def test_sqlserver_database_stats_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    include_database_files_metrics,
+):
+    instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'db_stats_metrics': {'enabled': include_database_files_metrics},
+    }
+
+    mocked_results = [
+        ('master', 'master', 'ONLINE', 'SIMPLE', 0, False, False, False),
+        ('tempdb', 'tempdb', 'ONLINE', 'SIMPLE', 0, False, False, False),
+        ('model', 'model', 'ONLINE', 'FULL', 0, False, False, False),
+        ('msdb', 'msdb', 'ONLINE', 'SIMPLE', 0, False, False, False),
+        ('datadog_test', 'datadog_test', 'ONLINE', 'FULL', 0, False, False, False),
+    ]
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    def execute_query_handler_mocked(query, db=None):
+        return mocked_results
+
+    database_stats_metrics = SqlserverDatabaseStatsMetrics(
+        config=sqlserver_check._config,
+        new_query_executor=sqlserver_check._new_query_executor,
+        server_static_info=STATIC_SERVER_INFO,
+        execute_query_handler=execute_query_handler_mocked,
+    )
+
+    sqlserver_check._database_metrics = [database_stats_metrics]
+
+    dd_run_check(sqlserver_check)
+
+    if not include_database_files_metrics:
+        assert database_stats_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            db, database, database_state_desc, database_recovery_model_desc, *metric_values = result
+            metrics = zip(database_stats_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'db:{db}',
+                f'database:{database}',
+                f'database_state_desc:{database_state_desc}',
+                f'database_recovery_model_desc:{database_recovery_model_desc}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
 @pytest.mark.parametrize('database_backup_metrics_interval', [None, 600])
+@pytest.mark.parametrize('include_database_backup_metrics', [True, False])
 def test_sqlserver_database_backup_metrics(
     aggregator,
     dd_run_check,
     init_config,
     instance_docker_metrics,
     database_backup_metrics_interval,
+    include_database_backup_metrics,
 ):
     instance_docker_metrics['database_autodiscovery'] = True
+    instance_docker_metrics['database_metrics'] = {
+        'db_backup_metrics': {'enabled': include_database_backup_metrics},
+    }
     if database_backup_metrics_interval:
-        instance_docker_metrics['database_backup_metrics_interval'] = database_backup_metrics_interval
+        instance_docker_metrics['database_metrics']['db_backup_metrics'][
+            'collection_interval'
+        ] = database_backup_metrics_interval
 
     mocked_results = [
         ('master', 'master', 0),
@@ -259,33 +1391,103 @@ def execute_query_handler_mocked(query, db=None):
         return mocked_results
 
     database_backup_metrics = SqlserverDatabaseBackupMetrics(
-        instance_config=instance_docker_metrics,
+        config=sqlserver_check._config,
         new_query_executor=sqlserver_check._new_query_executor,
         server_static_info=STATIC_SERVER_INFO,
         execute_query_handler=execute_query_handler_mocked,
     )
 
-    expected_collection_interval = (
-        database_backup_metrics_interval or database_backup_metrics._default_collection_interval
-    )
+    expected_collection_interval = database_backup_metrics_interval or database_backup_metrics.collection_interval
     assert database_backup_metrics.queries[0]['collection_interval'] == expected_collection_interval
 
     sqlserver_check._database_metrics = [database_backup_metrics]
 
     dd_run_check(sqlserver_check)
-    tags = sqlserver_check._config.tags
-    for result in mocked_results:
-        db, database, *metric_values = result
-        metrics = zip(database_backup_metrics.metric_names()[0], metric_values)
-        expected_tags = [
-            f'db:{db}',
-            f'database:{database}',
-        ] + tags
-        for metric_name, metric_value in metrics:
-            aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
-
-    # database_backup_metrics should not be collected because the collection interval is not reached
-    aggregator.reset()
+    if not include_database_backup_metrics:
+        assert database_backup_metrics.enabled is False
+    else:
+        tags = sqlserver_check._config.tags
+        for result in mocked_results:
+            db, database, *metric_values = result
+            metrics = zip(database_backup_metrics.metric_names()[0], metric_values)
+            expected_tags = [
+                f'db:{db}',
+                f'database:{database}',
+            ] + tags
+            for metric_name, metric_value in metrics:
+                aggregator.assert_metric(metric_name, value=metric_value, tags=expected_tags)
+
+        # database_backup_metrics should not be collected because the collection interval is not reached
+        aggregator.reset()
+        dd_run_check(sqlserver_check)
+        for metric_name in database_backup_metrics.metric_names()[0]:
+            aggregator.assert_metric(metric_name, count=0)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.parametrize(
+    'config_options',
+    [
+        {'include_xe_metrics': True},
+        {'deadlocks_collection': {'enabled': True}},
+    ],
+)
+def test_sqlserver_xe_session_metrics(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+    config_options,
+):
+    modified_instance = deepcopy(instance_docker_metrics)
+    for key, value in config_options.items():
+        modified_instance[key] = value
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [modified_instance])
     dd_run_check(sqlserver_check)
-    for metric_name in database_backup_metrics.metric_names()[0]:
-        aggregator.assert_metric(metric_name, count=0)
+    expected_tags = sqlserver_check._config.tags
+    expected_tags.append('session_name:datadog')
+    aggregator.assert_metric("sqlserver.xe.session_status", value=1, tags=expected_tags)
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+def test_sqlserver_database_metrics_defaults(
+    aggregator,
+    dd_run_check,
+    init_config,
+    instance_docker_metrics,
+):
+    include_defaults = {
+        SqlserverAoMetrics: False,
+        SqlserverAvailabilityGroupsMetrics: False,
+        SqlserverAvailabilityReplicasMetrics: False,
+        SqlserverDatabaseBackupMetrics: True,
+        SqlserverDatabaseFilesMetrics: True,
+        SqlserverDatabaseReplicationStatsMetrics: False,
+        SqlserverDatabaseStatsMetrics: True,
+        SqlserverDBFragmentationMetrics: False,
+        SqlserverFciMetrics: False,
+        SqlserverFileStatsMetrics: True,
+        SqlserverIndexUsageMetrics: True,
+        SqlserverMasterFilesMetrics: False,
+        SqlserverOsSchedulersMetrics: False,
+        SqlserverOsTasksMetrics: False,
+        SqlserverPrimaryLogShippingMetrics: False,
+        SqlserverSecondaryLogShippingMetrics: False,
+        SqlserverServerStateMetrics: True,
+        SqlserverTempDBFileSpaceUsageMetrics: True,
+    }
+    instance_docker_metrics['database_autodiscovery'] = True
+
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker_metrics])
+
+    for metric, enabled in include_defaults.items():
+        database_metrics = metric(
+            config=sqlserver_check._config,
+            new_query_executor=sqlserver_check._new_query_executor,
+            server_static_info=STATIC_SERVER_INFO,
+            execute_query_handler=None,
+            databases=AUTODISCOVERY_DBS,
+        )
+        assert database_metrics.enabled == enabled
diff --git a/sqlserver/tests/test_deadlocks.py b/sqlserver/tests/test_deadlocks.py
index 34f2e76d1575c..1b1bb5b666311 100644
--- a/sqlserver/tests/test_deadlocks.py
+++ b/sqlserver/tests/test_deadlocks.py
@@ -16,12 +16,18 @@
 from mock import patch
 
 from datadog_checks.sqlserver import SQLServer
+from datadog_checks.sqlserver.database_metrics.xe_session_metrics import XE_EVENT_FILE, XE_RING_BUFFER
 from datadog_checks.sqlserver.deadlocks import (
     PAYLOAD_QUERY_SIGNATURE,
     PAYLOAD_TIMESTAMP,
     Deadlocks,
 )
-from datadog_checks.sqlserver.queries import DEADLOCK_TIMESTAMP_ALIAS, DEADLOCK_XML_ALIAS
+from datadog_checks.sqlserver.queries import (
+    DEADLOCK_TIMESTAMP_ALIAS,
+    DEADLOCK_XML_ALIAS,
+    XE_SESSION_DATADOG,
+    XE_SESSION_SYSTEM,
+)
 
 from .common import CHECK_NAME
 
@@ -66,13 +72,13 @@ def _get_deadlocks_payload(dbm_activity):
     return matched
 
 
-def _get_conn_for_user(instance_docker, user):
+def _get_conn_for_user(instance_docker, user, password="Password12!"):
     conn_str = (
         f"DRIVER={instance_docker['driver']};"
         f"Server={instance_docker['host']};"
         "Database=master;"
         f"UID={user};"
-        "PWD=Password12!;"
+        f"PWD={password};"
         "TrustServerCertificate=yes;"
     )
     conn = pyodbc.connect(conn_str, autocommit=False)
@@ -136,9 +142,18 @@ def _create_deadlock(dd_environment, dbm_instance):
 @pytest.mark.usefixtures('dd_environment')
 @pytest.mark.usefixtures('_create_deadlock')
 @pytest.mark.parametrize("convert_xml_to_str", [False, True])
-def test_deadlocks(aggregator, dd_run_check, dbm_instance, convert_xml_to_str):
+@pytest.mark.parametrize(
+    "xe_session_name, xe_session_target",
+    [
+        [XE_SESSION_DATADOG, XE_RING_BUFFER],
+        [XE_SESSION_SYSTEM, XE_EVENT_FILE],
+    ],
+)
+def test_deadlocks(aggregator, dd_run_check, dbm_instance, convert_xml_to_str, xe_session_name, xe_session_target):
     check = SQLServer(CHECK_NAME, {}, [dbm_instance])
     check.deadlocks._force_convert_xml_to_str = convert_xml_to_str
+    check.deadlocks._xe_session_name = xe_session_name
+    check.deadlocks._xe_session_target = xe_session_target
 
     dbm_instance['dbm_enabled'] = True
     deadlock_payloads = _run_check_and_get_deadlock_payloads(dd_run_check, check, aggregator)
@@ -199,6 +214,13 @@ def test_deadlocks_behind_dbm(dd_run_check, init_config, dbm_instance):
         mocked_function.assert_not_called()
 
 
+@pytest.mark.usefixtures('dd_environment')
+def test_xe_session(dd_run_check, dbm_instance):
+    check = SQLServer(CHECK_NAME, {}, [dbm_instance])
+    dd_run_check(check)
+    assert check.deadlocks._xe_session_name == XE_SESSION_DATADOG
+
+
 DEADLOCKS_PLAN_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "deadlocks")
 
 
diff --git a/sqlserver/tests/test_integration.py b/sqlserver/tests/test_integration.py
index 2ad9129c52b02..41bab4e799448 100644
--- a/sqlserver/tests/test_integration.py
+++ b/sqlserver/tests/test_integration.py
@@ -382,9 +382,7 @@ def test_autodiscovery_multiple_instances(aggregator, dd_run_check, instance_aut
     found_log = 0
     for _, _, message in caplog.record_tuples:
         # make sure master and msdb is only queried once
-        if "SqlDatabaseFileStats: changing cursor context via use statement: use [master]" in message:
-            found_log += 1
-        if "SqlDatabaseFileStats: changing cursor context via use statement: use [msdb]" in message:
+        if "Restoring the original database context master" in message:
             found_log += 1
 
     assert found_log == 2
@@ -603,12 +601,12 @@ def test_file_space_usage_metrics(aggregator, dd_run_check, instance_docker, dat
             {
                 'azure': {
                     'deployment_type': 'sql_database',
-                    'name': 'my-instance',
+                    'name': 'my-instance.database.windows.net',
                 },
             },
             [
-                "dd.internal.resource:azure_sql_server_database:forced_hostname",
-                "dd.internal.resource:azure_sql_server:my-instance",
+                "dd.internal.resource:azure_sql_server_database:my-instance.database.windows.net/datadog_test-1",
+                "dd.internal.resource:azure_sql_server:my-instance.database.windows.net",
             ],
         ),
         (
@@ -620,12 +618,47 @@ def test_file_space_usage_metrics(aggregator, dd_run_check, instance_docker, dat
             {
                 'azure': {
                     'deployment_type': 'sql_database',
-                    'name': 'my-instance',
+                    'name': 'my-instance.database.windows.net',
                 },
             },
             [
-                "dd.internal.resource:azure_sql_server_database:localhost/datadog_test-1",
-                "dd.internal.resource:azure_sql_server:my-instance",
+                "dd.internal.resource:azure_sql_server_database:my-instance.database.windows.net/datadog_test-1",
+                "dd.internal.resource:azure_sql_server:my-instance.database.windows.net",
+            ],
+        ),
+        (
+            True,
+            'datadog_test-1',
+            None,
+            ENGINE_EDITION_SQL_DATABASE,
+            'localhost/datadog_test-1',
+            {
+                'azure': {
+                    'deployment_type': 'sql_database',
+                    'fully_qualified_domain_name': 'my-instance.database.windows.net',
+                },
+            },
+            [
+                "dd.internal.resource:azure_sql_server_database:my-instance.database.windows.net/datadog_test-1",
+                "dd.internal.resource:azure_sql_server:my-instance.database.windows.net",
+            ],
+        ),
+        (
+            True,
+            'datadog_test-1',
+            None,
+            ENGINE_EDITION_SQL_DATABASE,
+            'localhost',
+            {
+                'azure': {
+                    'deployment_type': 'sql_database',
+                    'fully_qualified_domain_name': 'my-instance.database.windows.net',
+                    'aggregate_sql_databases': True,
+                },
+            },
+            [
+                "dd.internal.resource:azure_sql_server_database:my-instance.database.windows.net/datadog_test-1",
+                "dd.internal.resource:azure_sql_server:my-instance.database.windows.net",
             ],
         ),
         (
@@ -658,13 +691,13 @@ def test_file_space_usage_metrics(aggregator, dd_run_check, instance_docker, dat
                 },
                 'azure': {
                     'deployment_type': 'sql_database',
-                    'name': 'my-instance',
+                    'name': 'my-instance.database.windows.net',
                 },
             },
             [
                 "dd.internal.resource:aws_rds_instance:foo.aws.com",
-                "dd.internal.resource:azure_sql_server_database:my-instance",
-                "dd.internal.resource:azure_sql_server:my-instance",
+                "dd.internal.resource:azure_sql_server_database:my-instance.database.windows.net",
+                "dd.internal.resource:azure_sql_server:my-instance.database.windows.net",
             ],
         ),
         (
@@ -807,12 +840,28 @@ def execute_query(query, params):
     expected_tags = check._config.tags + [
         'db:datadog_test-1',
         'table:ϑings',
+        'schema:dbo',
         'index_name:thingsindex',
     ]
     for m in DATABASE_INDEX_METRICS:
         aggregator.assert_metric(m, tags=expected_tags, count=1)
 
 
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+def test_database_state(aggregator, dd_run_check, init_config, instance_docker):
+    instance_docker['database'] = 'master'
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker])
+    dd_run_check(sqlserver_check)
+    expected_tags = sqlserver_check._config.tags + [
+        'database_recovery_model_desc:SIMPLE',
+        'database_state_desc:ONLINE',
+        'database:{}'.format(instance_docker['database']),
+        'db:{}'.format(instance_docker['database']),
+    ]
+    aggregator.assert_metric('sqlserver.database.state', tags=expected_tags, hostname=sqlserver_check.resolved_hostname)
+
+
 @pytest.mark.parametrize(
     'instance_propagate_agent_tags,init_config_propagate_agent_tags,should_propagate_agent_tags',
     [
@@ -860,3 +909,27 @@ def test_propagate_agent_tags(
                 status=SQLServer.OK,
                 tags=expected_tags,
             )
+
+
+@pytest.mark.integration
+@pytest.mark.usefixtures('dd_environment')
+def test_check_static_information_expire(aggregator, dd_run_check, init_config, instance_docker):
+    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker])
+    dd_run_check(sqlserver_check)
+    assert sqlserver_check.static_info_cache is not None
+    assert len(sqlserver_check.static_info_cache.keys()) == 4
+    assert sqlserver_check.resolved_hostname == 'stubbed.hostname'
+
+    # manually clear static information cache
+    sqlserver_check.static_info_cache.clear()
+    dd_run_check(sqlserver_check)
+    assert sqlserver_check.static_info_cache is not None
+    assert len(sqlserver_check.static_info_cache.keys()) == 4
+    assert sqlserver_check.resolved_hostname == 'stubbed.hostname'
+
+    # manually pop STATIC_INFO_ENGINE_EDITION to make sure it is reloaded
+    sqlserver_check.static_info_cache.pop(STATIC_INFO_ENGINE_EDITION)
+    dd_run_check(sqlserver_check)
+    assert sqlserver_check.static_info_cache is not None
+    assert len(sqlserver_check.static_info_cache.keys()) == 4
+    assert sqlserver_check.resolved_hostname == 'stubbed.hostname'
diff --git a/sqlserver/tests/test_metrics.py b/sqlserver/tests/test_metrics.py
index c6e655eff51e8..0513e96660b43 100644
--- a/sqlserver/tests/test_metrics.py
+++ b/sqlserver/tests/test_metrics.py
@@ -255,6 +255,7 @@ def test_check_index_usage_metrics(
             'db:{}'.format(instance_docker_metrics['database']),
             'index_name:thingsindex',
             'table:ϑings',
+            'schema:dbo',
         ]
         aggregator.assert_metric(metric_name, tags=expected_tags, hostname=sqlserver_check.resolved_hostname, count=1)
 
@@ -352,7 +353,7 @@ def test_check_db_fragmentation_metrics(
         for metric_name, _, _ in DATABASE_FRAGMENTATION_METRICS:
             for tag in db_tags:
                 aggregator.assert_metric_has_tag(metric_name, tag=tag)
-            for tag_prefix in ('index_id', 'index_name', 'object_name'):
+            for tag_prefix in ('index_id', 'index_name', 'object_name', 'schema'):
                 aggregator.assert_metric_has_tag_prefix(metric_name, tag_prefix=tag_prefix)
 
 
diff --git a/sqlserver/tests/test_statements.py b/sqlserver/tests/test_statements.py
index f2d41ab1aae61..17e6bb92a979f 100644
--- a/sqlserver/tests/test_statements.py
+++ b/sqlserver/tests/test_statements.py
@@ -572,6 +572,7 @@ def _obfuscate_sql(sql_query, options=None):
                 'azure': {
                     'deployment_type': 'managed_instance',
                     'name': 'my-instance.abcea3661b20.database.windows.net',
+                    'aggregate_sql_databases': False,
                 },
             },
         ),
@@ -586,6 +587,7 @@ def _obfuscate_sql(sql_query, options=None):
                 'azure': {
                     'deployment_type': 'managed_instance',
                     'name': 'my-instance.abcea3661b20.database.windows.net',
+                    'aggregate_sql_databases': False,
                 },
             },
         ),
@@ -606,6 +608,7 @@ def _obfuscate_sql(sql_query, options=None):
                 'azure': {
                     'deployment_type': 'managed_instance',
                     'name': 'my-instance.abcea3661b20.database.windows.net',
+                    'aggregate_sql_databases': False,
                 },
             },
         ),
@@ -1021,6 +1024,16 @@ def test_metrics_lookback_multiplier(instance_docker):
     mock_cursor.execute.assert_called_with(ANY, (6,))
 
 
+@pytest.mark.unit
+def test_metrics_lookback_window_config(instance_docker):
+    instance_docker['query_metrics'] = {'lookback_window': 86400}
+    check = SQLServer(CHECK_NAME, {}, [instance_docker])
+    _, mock_cursor = _mock_database_list()
+
+    check.statement_metrics._load_raw_query_metrics_rows(mock_cursor)
+    mock_cursor.execute.assert_called_with(ANY, (86400,))
+
+
 @pytest.mark.flaky
 @pytest.mark.integration
 @pytest.mark.usefixtures('dd_environment')
diff --git a/sqlserver/tests/test_unit.py b/sqlserver/tests/test_unit.py
index 071c59c9db504..c3037e51c6a26 100644
--- a/sqlserver/tests/test_unit.py
+++ b/sqlserver/tests/test_unit.py
@@ -14,7 +14,7 @@
 from datadog_checks.dev import EnvVars
 from datadog_checks.sqlserver import SQLServer
 from datadog_checks.sqlserver.connection import split_sqlserver_host_port
-from datadog_checks.sqlserver.metrics import SqlFractionMetric, SqlMasterDatabaseFileStats
+from datadog_checks.sqlserver.metrics import SqlFractionMetric
 from datadog_checks.sqlserver.schemas import Schemas, SubmitData
 from datadog_checks.sqlserver.sqlserver import SQLConnectionError
 from datadog_checks.sqlserver.utils import (
@@ -262,42 +262,6 @@ def test_azure_autodiscovery_exclude_override(instance_autodiscovery):
     assert check.databases == {Database("tempdb", "tempdb")}
 
 
-@pytest.mark.parametrize(
-    'col_val_row_1, col_val_row_2, col_val_row_3',
-    [
-        pytest.param(256, 1024, 1720, id='Valid column value 0'),
-        pytest.param(0, None, 1024, id='NoneType column value 1, should not raise error'),
-        pytest.param(512, 0, 256, id='Valid column value 2'),
-        pytest.param(None, 256, 0, id='NoneType column value 3, should not raise error'),
-    ],
-)
-def test_SqlMasterDatabaseFileStats_fetch_metric(col_val_row_1, col_val_row_2, col_val_row_3):
-    Row = namedtuple('Row', ['name', 'file_id', 'type', 'physical_name', 'size', 'max_size', 'state', 'state_desc'])
-    mock_rows = [
-        Row('master', 1, 0, '/var/opt/mssql/data/master.mdf', col_val_row_1, -1, 0, 'ONLINE'),
-        Row('tempdb', 1, 0, '/var/opt/mssql/data/tempdb.mdf', col_val_row_2, -1, 0, 'ONLINE'),
-        Row('msdb', 1, 0, '/var/opt/mssql/data/MSDBData.mdf', col_val_row_3, -1, 0, 'ONLINE'),
-    ]
-    mock_cols = ['name', 'file_id', 'type', 'physical_name', 'size', 'max_size', 'state', 'state_desc']
-    mock_metric_obj = SqlMasterDatabaseFileStats(
-        cfg_instance=mock.MagicMock(dict),
-        base_name=None,
-        report_function=mock.MagicMock(),
-        column='size',
-        logger=None,
-    )
-    with mock.patch.object(
-        SqlMasterDatabaseFileStats, 'fetch_metric', wraps=mock_metric_obj.fetch_metric
-    ) as mock_fetch_metric:
-        errors = 0
-        try:
-            mock_fetch_metric(mock_rows, mock_cols)
-        except Exception as e:
-            errors += 1
-            raise AssertionError('{}'.format(e))
-        assert errors < 1
-
-
 @pytest.mark.parametrize(
     'base_name',
     [
@@ -524,19 +488,6 @@ def test_split_sqlserver_host(instance_host, split_host, split_port):
     assert (s_host, s_port) == (split_host, split_port)
 
 
-def test_database_state(aggregator, dd_run_check, init_config, instance_docker):
-    instance_docker['database'] = 'mAsTeR'
-    sqlserver_check = SQLServer(CHECK_NAME, init_config, [instance_docker])
-    dd_run_check(sqlserver_check)
-    expected_tags = sqlserver_check._config.tags + [
-        'database_recovery_model_desc:SIMPLE',
-        'database_state_desc:ONLINE',
-        'database:{}'.format(instance_docker['database']),
-        'db:{}'.format(instance_docker['database']),
-    ]
-    aggregator.assert_metric('sqlserver.database.state', tags=expected_tags, hostname=sqlserver_check.resolved_hostname)
-
-
 @pytest.mark.parametrize(
     "query,expected_comments,is_proc,expected_name",
     [
diff --git a/squid/CHANGELOG.md b/squid/CHANGELOG.md
index bb5c5e0f7be38..ba4f1a205f1b5 100644
--- a/squid/CHANGELOG.md
+++ b/squid/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.5.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
@@ -222,4 +236,4 @@
 [1]: https://github.com/DataDog/integrations-core/pull/2788
 [2]: https://github.com/DataDog/integrations-core/pull/1727
 [3]: https://github.com/DataDog/integrations-core/pull/1643
-[4]: https://github.com/mnussbaum
+[4]: https://github.com/mnussbaum
\ No newline at end of file
diff --git a/squid/README.md b/squid/README.md
index fe1c00ce06817..7aeda3a54b0a4 100644
--- a/squid/README.md
+++ b/squid/README.md
@@ -1,6 +1,17 @@
 # Squid Integration
 
 ## Overview
+[Squid][1] is an open-source caching and forwarding web proxy server that operates as an intermediary between clients and servers on a network. It acts as a gateway, enabling clients to access various internet resources such as websites, files, and other content from servers.
+
+This integration provides enrichment and visualization for Squid logs. It helps you visualize detailed insights into Squid log analysis through the out-of-the-box dashboards and detection rules, enhancing detection and response capabilities.
+
+Additionally, it includes pre-configured monitors for proactive notifications on the following:
+
+1. High rate of server errors
+2. CPU usage exceeded
+3. High latency requests
+4. High rate of client HTTP errors
+
 
 This check monitors [Squid][1] metrics from the Cache Manager through the Datadog Agent.
 
@@ -87,6 +98,38 @@ Collecting logs is disabled by default in the Datadog Agent. To enable it, see [
 
 ## Data Collected
 
+### Logs
+The Squid integration collects access and cache logs.
+
+#### Supported Access Log Formats
+|Name                 | Format Specification|
+|---------------------|------------------------------|
+| squid      |`%ts.%03tu %6tr %>a %Ss/%03>Hs %<st %rm %ru %[un %Sh/%<a %mt`|
+| common     |`%>a - %[un [%tl] "%rm %ru HTTP/%rv" %>Hs %<st %Ss:%Sh`|
+| combined   |`%>a - %[un [%tl] "%rm %ru HTTP/%rv" %>Hs %<st "%{Referer}>h" "%{User-Agent}>h" %Ss:%Sh`|
+
+For more information, refer to [Squid log formats][12].
+
+**Note**: The default `logformat` type is `squid`. You can update the supported log format in `/etc/squid/squid.conf`, then restart Squid.
+
+To use the `combined` type for `logformat`, add the following lines to your `/etc/squid/squid.conf` file:
+
+```
+logformat combined   %>a %[ui %[un [%tl] "%rm %ru HTTP/%rv" %>Hs %<st "%{Referer}>h" "%{User-Agent}>h" %Ss:%Sh
+access_log /var/log/squid/access.log combined
+```
+Next, restart the `squid` service using the following command:
+
+```shell
+sudo systemctl restart squid
+```  
+
+**Note**:
+
+- The `Top Avg Request Duration by URL Host` panel will be loaded only if the default `squid` type of `logformat` is configured.
+- The `Top Browsers` and `Top HTTP Referrer` panels will be loaded only if the `combined` type of `logformat` is configured.
+
+
 ### Metrics
 
 See [metadata.csv][9] for a list of metrics provided by this check.
@@ -115,3 +158,4 @@ Need help? Contact [Datadog support][11].
 [9]: https://github.com/DataDog/integrations-core/blob/master/squid/metadata.csv
 [10]: https://github.com/DataDog/integrations-core/blob/master/squid/assets/service_checks.json
 [11]: https://docs.datadoghq.com/help/
+[12]: https://www.squid-cache.org/Doc/config/logformat/
\ No newline at end of file
diff --git a/squid/assets/dashboards/squid.json b/squid/assets/dashboards/squid.json
new file mode 100644
index 0000000000000..43f96c9d56629
--- /dev/null
+++ b/squid/assets/dashboards/squid.json
@@ -0,0 +1,3023 @@
+{
+    "description": "This dashboard provides information about the Squid logs generated in Squid Proxy server.",
+    "layout_type": "ordered",
+    "notify_list": [
+    ],
+    "reflow_type": "fixed",
+    "template_variables": [
+        {
+            "available_values": [
+                "TCP",
+                "UDP"
+            ],
+            "default": "*",
+            "name": "Protocol",
+            "prefix": "@network.protocol"
+        },
+        {
+            "available_values": [
+            ],
+            "default": "*",
+            "name": "User",
+            "prefix": "@usr.name"
+        },
+        {
+            "available_values": [
+                "200",
+                "400",
+                "403",
+                "407",
+                "500"
+            ],
+            "default": "*",
+            "name": "Status_Code",
+            "prefix": "@http.status_code"
+        },
+        {
+            "available_values": [
+                "Success",
+                "Notice",
+                "Warning",
+                "Error",
+                "Critical"
+            ],
+            "default": "*",
+            "name": "Status_Category",
+            "prefix": "@http.status_category"
+        },
+        {
+            "available_values": [
+                "DENIED",
+                "MISS",
+                "HIT"
+            ],
+            "default": "*",
+            "name": "Squid_Status",
+            "prefix": "@squid.status"
+        }
+    ],
+    "title": "Squid",
+    "widgets": [
+        {
+            "definition": {
+                "has_background": true,
+                "has_border": true,
+                "horizontal_align": "center",
+                "sizing": "contain",
+                "type": "image",
+                "url": "https://www.squid-cache.org/Artwork/Banner.png",
+                "url_dark_theme": "https://www.squid-cache.org/Artwork/Banner.png",
+                "vertical_align": "center"
+            },
+            "id": 993530611301326,
+            "layout": {
+                "height": 2,
+                "width": 6,
+                "x": 0,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_blue",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Squid Monitors Summary",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "color_preference": "text",
+                            "count": 50,
+                            "display_format": "countsAndList",
+                            "hide_zero_counts": true,
+                            "last_triggered_format": "relative",
+                            "query": "tag:squid",
+                            "show_last_triggered": false,
+                            "show_priority": false,
+                            "show_status": true,
+                            "sort": "status,asc",
+                            "start": 0,
+                            "summary_type": "monitors",
+                            "title": "Squid Monitors Summary",
+                            "type": "manage_status"
+                        },
+                        "id": 5292238472737108,
+                        "layout": {
+                            "height": 5,
+                            "width": 6,
+                            "x": 0,
+                            "y": 0
+                        }
+                    }
+                ]
+            },
+            "id": 6105759479053774,
+            "layout": {
+                "height": 6,
+                "width": 6,
+                "x": 6,
+                "y": 0
+            }
+        },
+        {
+            "definition": {
+                "background_color": "white",
+                "content": "Gain a comprehensive view of your network's web and cache activities by monitoring detailed Squid Access logs through this dashboard.\n\nSquid Access Logs provide in-depth insights into web access patterns, such as Total Squid Logs and Logs Over Time. Analyze Top Client IPs and Top Users by Error Status Category to identify which clients and users are experiencing the most issues. \n\nOperational metrics provides a comprehensive overview of server performance, caching effectiveness, and client behavior. This helps you monitor key metrics, identify potential issues, and optimize your caching configuration. The dashboard covers CPU and memory usage, HTTP requests and errors, and FTP traffic.\n\nFor more information, see the [Squid Integration Documentation](https://docs.datadoghq.com/integrations/squid)\n  \n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "font_size": "14",
+                "has_padding": true,
+                "show_tick": false,
+                "text_align": "left",
+                "tick_edge": "left",
+                "tick_pos": "50%",
+                "type": "note",
+                "vertical_align": "top"
+            },
+            "id": 6404359088381374,
+            "layout": {
+                "height": 4,
+                "width": 6,
+                "x": 0,
+                "y": 2
+            }
+        },
+        {
+            "definition": {
+                "background_color": "vivid_orange",
+                "layout_type": "ordered",
+                "show_title": true,
+                "title": "Datadog Cloud SIEM",
+                "title_align": "center",
+                "type": "group",
+                "widgets": [
+                    {
+                        "definition": {
+                            "background_color": "vivid_blue",
+                            "content": "\nDatadog Cloud SIEM analyzes and correlates Squid logs to detect threats to your environment in real time. If you don't see signals, make sure you've enabled [Datadog Cloud SIEM](/security?query=source%3Asquid). ",
+                            "font_size": "14",
+                            "has_padding": true,
+                            "show_tick": false,
+                            "text_align": "left",
+                            "tick_edge": "left",
+                            "tick_pos": "50%",
+                            "type": "note",
+                            "vertical_align": "center"
+                        },
+                        "id": 8135504331313588,
+                        "layout": {
+                            "height": 1,
+                            "width": 12,
+                            "x": 0,
+                            "y": 0
+                        }
+                    },
+                    {
+                        "definition": {
+                            "autoscale": true,
+                            "custom_links": [
+                            ],
+                            "precision": 2,
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "data_source": "security_signals",
+                                            "group_by": [
+                                            ],
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "name": "query1",
+                                            "search": {
+                                                "query": "status:critical source:squid $Protocol $User $Status_Code $Status_Category $Squid_Status"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "timeseries_background": {
+                                "type": "area",
+                                "yaxis": {
+                                    "include_zero": true
+                                }
+                            },
+                            "title": "CRITICALs",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_value"
+                        },
+                        "id": 5242677795523096,
+                        "layout": {
+                            "height": 2,
+                            "width": 2,
+                            "x": 0,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "autoscale": true,
+                            "custom_links": [
+                            ],
+                            "precision": 2,
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "data_source": "security_signals",
+                                            "group_by": [
+                                            ],
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "name": "query1",
+                                            "search": {
+                                                "query": "status:medium source:squid $Protocol $User $Status_Code $Status_Category $Squid_Status"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "timeseries_background": {
+                                "type": "area",
+                                "yaxis": {
+                                    "include_zero": true
+                                }
+                            },
+                            "title": "MEDIUMs",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_value"
+                        },
+                        "id": 4007960417434418,
+                        "layout": {
+                            "height": 2,
+                            "width": 2,
+                            "x": 2,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "custom_links": [
+                            ],
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "data_source": "security_signals",
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "aggregation": "count",
+                                                        "order": "desc"
+                                                    }
+                                                }
+                                            ],
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "name": "query1",
+                                            "search": {
+                                                "query": "status:critical source:squid $Protocol $User $Status_Code $Status_Category $Squid_Status"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "index": 0,
+                                                "order": "desc",
+                                                "type": "formula"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                            },
+                            "title": "Critical Security Signals",
+                            "type": "toplist"
+                        },
+                        "id": 8976826436340736,
+                        "layout": {
+                            "height": 4,
+                            "width": 8,
+                            "x": 4,
+                            "y": 1
+                        }
+                    },
+                    {
+                        "definition": {
+                            "autoscale": true,
+                            "custom_links": [
+                            ],
+                            "precision": 2,
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "data_source": "security_signals",
+                                            "group_by": [
+                                            ],
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "name": "query1",
+                                            "search": {
+                                                "query": "status:high source:squid $Protocol $User $Status_Code $Status_Category $Squid_Status"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "timeseries_background": {
+                                "type": "area",
+                                "yaxis": {
+                                    "include_zero": true
+                                }
+                            },
+                            "title": "HIGHs",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "query_value"
+                        },
+                        "id": 1502810820524424,
+                        "layout": {
+                            "height": 2,
+                            "width": 2,
+                            "x": 0,
+                            "y": 3
+                        }
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+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:squid.cachemgr.server.ftp.errors{*}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "line_type": "solid",
+                                        "line_width": "normal",
+                                        "order_by": "values",
+                                        "palette": "dog_classic"
+                                    }
+                                }
+                            ],
+                            "show_legend": true,
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "title": "FTP Requests vs FTP Errors Over Time",
+                            "title_align": "left",
+                            "title_size": "16",
+                            "type": "timeseries"
+                        },
+                        "id": 1932830340289702,
+                        "layout": {
+                            "height": 3,
+                            "width": 12,
+                            "x": 0,
+                            "y": 12
+                        }
+                    }
+                ]
+            },
+            "id": 4126822935793754,
+            "layout": {
+                "height": 16,
+                "width": 12,
+                "x": 0,
+                "y": 69
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/squid/assets/logs/squid.yaml b/squid/assets/logs/squid.yaml
index a57a2af49647d..50510e2ed3ae4 100644
--- a/squid/assets/logs/squid.yaml
+++ b/squid/assets/logs/squid.yaml
@@ -32,36 +32,134 @@ facets:
     name: URL scheme
     path: http.url_details.scheme
     source: log
+  - groups:
+      - Web Access
+    name: Browser
+    path: http.useragent_details.browser.family
+    source: log
+  - groups:
+      - Web Access
+    name: Device
+    path: http.useragent_details.device.family
+    source: log
+  - groups:
+      - Web Access
+    name: OS
+    path: http.useragent_details.os.family
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
   - groups:
       - Web Access
     name: Client IP
     path: network.client.ip
     source: log
+  - groups:
+      - Geoip
+    name: Destination City Name
+    path: network.destination.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Code
+    path: network.destination.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Name
+    path: network.destination.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country ISO Code
+    path: network.destination.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country Name
+    path: network.destination.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision ISO Code
+    path: network.destination.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision Name
+    path: network.destination.geoip.subdivision.name
+    source: log
   - groups:
       - Web Access
     name: Destination IP
     path: network.destination.ip
     source: log
   - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+  - facetType: list
+    groups:
       - Network
     name: Network Protocol
     path: network.protocol
     source: log
-  - groups:
+    type: string
+  - facetType: list
+    groups:
       - Squid
-    name: Status
-    path: squid.status
+    name: Instance Name
+    path: squid.instance_name
     source: log
-  - groups:
+    type: string
+  - facetType: list
+    groups:
       - Squid
     name: Peer Status
     path: squid.peer_status
     source: log
-  - groups:
+    type: string
+  - facetType: list
+    groups:
       - Squid
-    name: Instance Name
-    path: squid.instance_name
+    name: Status
+    path: squid.status
     source: log
+    type: string
 pipeline:
   type: pipeline
   name: Squid
@@ -79,13 +177,44 @@ pipeline:
         - 1570784722.610    196 127.0.0.1 TCP_MISS/200 12712 GET http://www.google.com/ - HIER_DIRECT/172.217.20.68 text/html
         - 1570784681.846  12140 127.0.0.1 TCP_MISS_ABORTED/000 0 GET http://8.8.8.8/ - HIER_DIRECT/8.8.8.8 -
         - 2019/10/11 09:14:49 kid1| Accepting HTTP Socket connections at local=[::]:3128 remote=[::] FD 11 flags=9
+        - 1725599181.650      0 10.212.128.16 TCP_MISS_ABORTED/000 0 - error:transaction-end-before-headers - HIER_NONE/- -
+        - 1725599185.240      0 10.212.128.16 TCP_DENIED/407 4660 GET http://clientservices.googleapis.com/chrome-variations/seed? - HIER_NONE/- text/html [http_request_headers] [http_response_headers]
+        - 10.212.128.16 - - [06/Sep/2024:10:32:43 +0530] "CONNECT fcmconnection.googleapis.com:443 HTTP/1.1" 407 4053 TCP_DENIED:HIER_NONE
+        - 10.212.128.16 - - [06/Sep/2024:10:34:44 +0530] "CONNECT mobile.events.data.microsoft.com:443 HTTP/1.1" 407 4277 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Code/1.92.2 Chrome/124.0.6367.243 Electron/30.1.2 Safari/537.36" TCP_DENIED:HIER_NONE
+        - 2019/10/11 09:14:49 kid1| Accepting HTTP Socket connections at local=[::]:3128 remote=[::] FD 11 flags=9
       grok:
-        matchRules: |
-          squid_access_parser %{number:timestamp:scale(1000)}\s+%{number:duration:scale(1000000)} %{ip:network.client.ip} %{regex("[^_]*"):network.protocol}_%{regex("[^/]*"):squid.status}/(000|%{integer:http.status_code}) %{number:network.bytes_written} %{word:http.method} (%{regex("(http|https)://[^\\s]+"):http.url}|%{notSpace:http.url_details.path}) (-|%{notSpace:squid.user_identity}) %{word:squid.peer_status}/(-|%{ip:network.destination.ip}) (:|-|%{notSpace:http.resource.content_type})?( \[%{regex("[^]]*"):http.headers.request}\])?( \[%{regex("[^]]*"):http.headers.response}\])?.*
+        supportRules: >
+          parse_prefix_combined_log_rule (-|%{ip:network.client.ip}) -
+          (-|%{word:squid.user_identity}) \[%{date("dd/MMM/yyyy:HH:mm:ss
+          Z"):timestamp}\] \"(-|%{word:http.method})
+          (-|%{regex("(http|https)://[^\\s]+"):http.url}|error:%{data:error.message}|%{parse_url})
+          %{regex("[^\"]*"):http.version}\" (-|%{number:http.status_code})
+          %{number:network.bytes_written}
+
+          parse_suffix_combined_log_rule (NONE|%{regex("[^_]*"):network.protocol}_%{regex("[^:]*"):squid.status})\:(-|%{word:squid.peer_status}).*
+
+          parse_url %{hostname:http.url_details.host}(:%{number:http.url_details.port})?(%{regex("[^?|^#]*"):http.url_details.path})?(\?%{regex("[^#]*"):http.url_details.queryString:keyvalue("=","+%","","&")})?(\#%{notSpace:http.url_details.hash})?
+        matchRules: >
+          squid_access_parser
+          %{number:timestamp:scale(1000)}\s+(-|%{number:duration:scale(1000000)})
+          (-|%{ip:network.client.ip})
+          %{regex("[^_]*"):network.protocol}_%{regex("[^/]*"):squid.status}/(000|%{integer:http.status_code})
+          (-|%{number:network.bytes_written}) (-|%{word:http.method})
+          (-|%{regex("(http|https)://[^\\s]+"):http.url}|error:%{data:error.message}|%{parse_url})
+          (-|%{notSpace:squid.user_identity})
+          (-|%{word:squid.peer_status})/(-|%{ip:network.destination.ip})
+          (:|-|%{notSpace:http.resource.content_type})(
+          \[%{regex("[^]]*"):http.headers.request}\])?(
+          \[%{regex("[^]]*"):http.headers.response}\])?.*
+
+          combined_access_parser %{parse_prefix_combined_log_rule} \"(-|%{regex("[^\"]*"):http.referer})\" \"(-|%{regex("[^\"]*"):http.useragent})\" %{parse_suffix_combined_log_rule}.*
+
+          common_access_parser %{parse_prefix_combined_log_rule} %{parse_suffix_combined_log_rule}.*
 
           squid_cache_parser %{date("yyyy/MM/dd HH:mm:ss"):timestamp}( %{word:squid.instance_name})?\| %{data:squid.properties:keyvalue("=","\\[\\]:")}
 
           #Extra samples:
+
           #Access.log
           #1570784659.019    114 127.0.0.1 TCP_MISS/503 4114 GET http://www.data/ - HIER_NONE/- text/html
           #1570784685.245     62 127.0.0.1 TCP_MISS/403 1380 GET http://99.86.88.128 - HIER_DIRECT/99.86.88.128 text/html
@@ -93,23 +222,24 @@ pipeline:
           #1570796039.630    217 127.0.0.1 TCP_TUNNEL/200 4094 CONNECT 8.8.8.8:443/ - HIER_DIRECT/8.8.8.8 -
           #1570788669.732     95 127.0.0.1 TCP_MISS/502 4006 GET http://www.google.com:443/ - HIER_DIRECT/172.217.20.68 text/html
           #1570797241.241      0 127.0.0.1 TCP_DENIED/403 3903 GET http://http:8/ - HIER_NONE/- text/html
+
           #Cache.log
           #2019/10/14 17:42:41 kid1| Logfile: opening log daemon:/var/log/squid/access.log
           #2019/10/11 09:14:49| pinger: Initialising ICMP pinger ...
 
           #Access, Cache: in Log Samples
-        supportRules: ''
     - type: date-remapper
       name: Define `timestamp` as the official date of the log
       enabled: true
       sources:
         - timestamp
     - type: url-parser
-      name: Access logs - URL parser
+      name: Extract details from `http.url`
       enabled: true
       sources:
         - http.url
       target: http.url_details
+      normalizeEndingSlashes: false
     - type: category-processor
       name: Access logs - HTTP Status category processor
       enabled: true
@@ -138,3 +268,35 @@ pipeline:
       enabled: true
       sources:
         - http.status_category
+    - type: attribute-remapper
+      name: Map `squid.user_identity` to `usr.name`
+      enabled: true
+      sources:
+        - squid.user_identity
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: true
+      overrideOnConflict: false
+    - type: user-agent-parser
+      name: Extract details from `http.useragent`
+      enabled: true
+      sources:
+        - http.useragent
+      target: http.useragent_details
+      encoded: false
+      combineVersionDetails: false
+    - type: geo-ip-parser
+      name: Extracting Geo Location from Source IP Address
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: geo-ip-parser
+      name: Extracting Geo Location from Destination IP Address
+      enabled: true
+      sources:
+        - network.destination.ip
+      target: network.destination.geoip
+      ip_processing_behavior: do-nothing
diff --git a/squid/assets/logs/squid_tests.yaml b/squid/assets/logs/squid_tests.yaml
index b970e88276644..422f1cd8887a4 100644
--- a/squid/assets/logs/squid_tests.yaml
+++ b/squid/assets/logs/squid_tests.yaml
@@ -20,8 +20,10 @@ tests:
       network:
         bytes_written: 491.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "99.86.88.89"
         protocol: "TCP"
       squid:
@@ -53,8 +55,10 @@ tests:
       network:
         bytes_written: 491.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "99.86.88.128"
         protocol: "TCP"
       squid:
@@ -85,6 +89,7 @@ tests:
       network:
         bytes_written: 4114.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         protocol: "TCP"
       squid:
@@ -111,8 +116,10 @@ tests:
       network:
         bytes_written: 0.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "8.8.8.8"
         protocol: "TCP"
       squid:
@@ -142,8 +149,10 @@ tests:
       network:
         bytes_written: 1380.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "99.86.88.128"
         protocol: "TCP"
       squid:
@@ -174,8 +183,10 @@ tests:
       network:
         bytes_written: 12712.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "172.217.20.68"
         protocol: "TCP"
       squid:
@@ -197,12 +208,15 @@ tests:
         status_category: "Success"
         status_code: 200
         url_details:
-          path: "www.google.com:443"
+          host: "www.google.com"
+          port: 443
       network:
         bytes_written: 15851.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "172.217.20.68"
         protocol: "TCP"
       squid:
@@ -224,12 +238,16 @@ tests:
         status_category: "Success"
         status_code: 200
         url_details:
-          path: "8.8.8.8:443/"
+          host: "8.8.8.8"
+          path: "/"
+          port: 443
       network:
         bytes_written: 4094.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "8.8.8.8"
         protocol: "TCP"
       squid:
@@ -261,8 +279,10 @@ tests:
       network:
         bytes_written: 4006.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         destination:
+          geoip: {}
           ip: "172.217.20.68"
         protocol: "TCP"
       squid:
@@ -294,6 +314,7 @@ tests:
       network:
         bytes_written: 3903.0
         client:
+          geoip: {}
           ip: "127.0.0.1"
         protocol: "TCP"
       squid:
@@ -340,4 +361,160 @@ tests:
     tags:
      - "source:LOGS_SOURCE"
     timestamp: 1570785289000
-
+ - 
+  sample: "10.10.10.10 - testuser1 [25/Sep/2024:11:25:20 +0530] \"CONNECT ssl.gstatic.com:443 HTTP/1.1\" 200 3139 \"-\" \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/129.0.0.0 Safari/537.36\" TCP_TUNNEL:HIER_DIRECT"
+  result:
+    custom:
+      http:
+        method: "CONNECT"
+        status_category: "Success"
+        status_code: 200.0
+        url_details:
+          host: "ssl.gstatic.com"
+          port: 443
+        useragent: "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/129.0.0.0 Safari/537.36"
+        useragent_details:
+          browser:
+            family: "Chrome"
+            major: "129"
+            minor: "0"
+            patch: "0"
+            patch_minor: "0"
+          device:
+            category: "Desktop"
+            family: "Other"
+          os:
+            family: "Windows"
+            major: "10"
+        version: "HTTP/1.1"
+      network:
+        bytes_written: 3139.0
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+        protocol: "TCP"
+      squid:
+        peer_status: "HIER_DIRECT"
+        status: "TUNNEL"
+        user_identity: "testuser1"
+      timestamp: 1727243720000
+      usr:
+        name: "testuser1"
+    message: "10.10.10.10 - testuser1 [25/Sep/2024:11:25:20 +0530] \"CONNECT ssl.gstatic.com:443 HTTP/1.1\" 200 3139 \"-\" \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/129.0.0.0 Safari/537.36\" TCP_TUNNEL:HIER_DIRECT"
+    status: "ok"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1727243720000
+ - 
+  sample: "10.10.10.10 - testuser1 [25/Sep/2024:15:20:11 +0530] \"GET http://proxy.squid.local:3128/squid-internal-mgr/counters HTTP/1.1\" 407 4724 TCP_DENIED:HIER_NONE'"
+  result:
+    custom:
+      http:
+        method: "GET"
+        status_category: "Warning"
+        status_code: 407.0
+        url: "http://proxy.squid.local:3128/squid-internal-mgr/counters"
+        url_details:
+          host: "proxy.squid.local"
+          path: "/squid-internal-mgr/counters"
+          port: 3128
+          scheme: "http"
+        version: "HTTP/1.1"
+      network:
+        bytes_written: 4724.0
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+        protocol: "TCP"
+      squid:
+        peer_status: "HIER_NONE"
+        status: "DENIED"
+        user_identity: "testuser1"
+      timestamp: 1727257811000
+      usr:
+        name: "testuser1"
+    message: "10.10.10.10 - testuser1 [25/Sep/2024:15:20:11 +0530] \"GET http://proxy.squid.local:3128/squid-internal-mgr/counters HTTP/1.1\" 407 4724 TCP_DENIED:HIER_NONE'"
+    status: "warn"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1727257811000
+ - 
+  sample: "10.10.10.10 - testuser1 [25/Sep/2024:15:20:17 +0530] \"CONNECT ssl.gstatic.com:443 HTTP/1.1\" 200 0 NONE_NONE:HIER_DIRECT"
+  result:
+    custom:
+      http:
+        method: "CONNECT"
+        status_category: "Success"
+        status_code: 200.0
+        url_details:
+          host: "ssl.gstatic.com"
+          port: 443
+        version: "HTTP/1.1"
+      network:
+        bytes_written: 0.0
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+        protocol: "NONE"
+      squid:
+        peer_status: "HIER_DIRECT"
+        status: "NONE"
+        user_identity: "testuser1"
+      timestamp: 1727257817000
+      usr:
+        name: "testuser1"
+    message: "10.10.10.10 - testuser1 [25/Sep/2024:15:20:17 +0530] \"CONNECT ssl.gstatic.com:443 HTTP/1.1\" 200 0 NONE_NONE:HIER_DIRECT"
+    status: "ok"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1727257817000
+ - 
+  sample: "1726124251      0 10.10.10.10 TCP_DENIED/403 3920 CONNECT ts01-gyr-maverick.cloudsink.net:443 - HIER_NONE/- text/html"
+  result:
+    custom:
+      duration: 0.0
+      http:
+        method: "CONNECT"
+        resource:
+          content_type: "text/html"
+        status_category: "Warning"
+        status_code: 403
+        url_details:
+          host: "ts01-gyr-maverick.cloudsink.net"
+          port: 443
+      network:
+        bytes_written: 3920.0
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+        protocol: "TCP"
+      squid:
+        peer_status: "HIER_NONE"
+        status: "DENIED"
+      timestamp: 1.726124251E12
+    message: "1726124251      0 10.10.10.10 TCP_DENIED/403 3920 CONNECT ts01-gyr-maverick.cloudsink.net:443 - HIER_NONE/- text/html"
+    status: "warn"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1726124251000
+ - 
+  sample: "1726124255.221      0 10.10.10.10 NONE_NONE/000 0 - error:transaction-end-before-headers - HIER_NONE/- -"
+  result:
+    custom:
+      duration: 0.0
+      error:
+        message: "transaction-end-before-headers"
+      network:
+        bytes_written: 0.0
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+        protocol: "NONE"
+      squid:
+        peer_status: "HIER_NONE"
+        status: "NONE"
+      timestamp: 1.726124255221E12
+    message: "1726124255.221      0 10.10.10.10 NONE_NONE/000 0 - error:transaction-end-before-headers - HIER_NONE/- -"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1726124255221
\ No newline at end of file
diff --git a/squid/assets/monitors/cpu_usage_exceeded.json b/squid/assets/monitors/cpu_usage_exceeded.json
new file mode 100644
index 0000000000000..6a215dae9886e
--- /dev/null
+++ b/squid/assets/monitors/cpu_usage_exceeded.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-09-12",
+    "last_updated_at": "2024-09-12",
+    "title": "CPU usage exceeded",
+    "description": "CPU usage monitored.",
+    "definition": {
+        "id": 153453104,
+        "name": "CPU usage exceeded",
+        "type": "query alert",
+        "query": "avg(last_5m):sum:squid.cachemgr.cpu_time{*} >= 90",
+        "message": "{{#is_warning}}  \nCPU Usage exceeded the threshold.  \nThreshold: {{warn_threshold}} %\n{{/is_warning}}\n\n{{#is_alert}}  \nCPU Usage exceeded the threshold.  \nCurrent Usage : {{value}} %\nThreshold: {{threshold}} % \n{{/is_alert}}",
+        "tags": [ "squid" ],
+        "options": {
+            "thresholds": {
+                "critical": 90,
+                "warning": 50
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": false,
+            "new_host_delay": 300,
+            "silenced": { }
+        },
+        "priority": 4,
+        "restriction_policy": {
+            "bindings": [ ]
+        }
+    },
+    "tags": [
+        "integration:squid"
+    ]
+}
\ No newline at end of file
diff --git a/squid/assets/monitors/high_latency_requests.json b/squid/assets/monitors/high_latency_requests.json
new file mode 100644
index 0000000000000..282c64d310a02
--- /dev/null
+++ b/squid/assets/monitors/high_latency_requests.json
@@ -0,0 +1,35 @@
+{
+    "version": 2,
+    "created_at": "2024-09-12",
+    "last_updated_at": "2024-09-12",
+    "title": "High latency requests",
+    "description": "High latency requests monitored.",
+    "definition": {
+        "id": 153450604,
+        "name": "High latency requests",
+        "type": "log alert",
+        "query": "logs(\"source:squid @duration:>6000000000\").index(\"*\").rollup(\"count\").last(\"5m\") >= 5",
+        "message": "{{#is_warning}}  \nThe requests with long duration exceeded the threshold.  \nThreshold: {{warn_threshold}}\n{{/is_warning}}\n\n{{#is_alert}}  \nThe requests with long duration exceeded the threshold.  \nCurrent requests: {{value}}  \nThreshold: {{threshold}} \n{{/is_alert}}",
+        "tags": [ "squid" ],
+        "options": {
+            "thresholds": {
+                "critical": 5,
+                "warning": 2
+            },
+            "enable_logs_sample": false,
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": false,
+            "new_host_delay": 300,
+            "groupby_simple_monitor": false,
+            "silenced": { }
+        },
+        "priority": 4,
+        "restriction_policy": {
+            "bindings": [ ]
+        }
+    },
+    "tags": [
+        "integration:squid"
+    ]
+}
\ No newline at end of file
diff --git a/squid/assets/monitors/high_rate_of_client_http_errors.json b/squid/assets/monitors/high_rate_of_client_http_errors.json
new file mode 100644
index 0000000000000..c6334762ceedd
--- /dev/null
+++ b/squid/assets/monitors/high_rate_of_client_http_errors.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-09-12",
+    "last_updated_at": "2024-09-12",
+    "title": "High rate of client HTTP errors",
+    "description": "High rate of client HTTP errors monitored.",
+    "definition": {
+        "id": 153452296,
+        "name": "High rate of client HTTP errors",
+        "type": "query alert",
+        "query": "max(last_5m):sum:squid.cachemgr.client_http.errors{*} / sum:squid.cachemgr.client_http.requests{*} * 100 >= 15",
+        "message": "{{#is_warning}}  \nToo many client errors exceeded the threshold.  \nThreshold: {{warn_threshold}} % \n{{/is_warning}}\n\n{{#is_alert}}  \nToo many client errors exceeded the threshold.  \nCurrent errors : {{value}} % \nThreshold: {{threshold}} % \n{{/is_alert}}",
+        "tags": [ "squid" ],
+        "options": {
+            "thresholds": {
+                "critical": 15,
+                "warning": 10
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": false,
+            "new_host_delay": 300,
+            "silenced": { }
+        },
+        "priority": 4,
+        "restriction_policy": {
+            "bindings": [ ]
+        }
+    },
+    "tags": [
+        "integration:squid"
+    ]
+}
\ No newline at end of file
diff --git a/squid/assets/monitors/high_rate_of_server_errors.json b/squid/assets/monitors/high_rate_of_server_errors.json
new file mode 100644
index 0000000000000..cc99cd49a17c7
--- /dev/null
+++ b/squid/assets/monitors/high_rate_of_server_errors.json
@@ -0,0 +1,33 @@
+{
+    "version": 2,
+    "created_at": "2024-09-12",
+    "last_updated_at": "2024-09-12",
+    "title": "High rate of server errors",
+    "description": "High rate of server errors is monitored.",
+    "definition": {
+        "id": 153451847,
+        "name": "High rate of server errors",
+        "type": "query alert",
+        "query": "max(last_5m):sum:squid.cachemgr.server.all.errors{*} / sum:squid.cachemgr.server.all.requests{*} * 100 >= 15",
+        "message": "{{#is_warning}}  \nToo many server errors exceeded the threshold.  \nThreshold: {{warn_threshold}} % \n{{/is_warning}}\n\n{{#is_alert}}  \nToo many server errors exceeded the threshold.  \nCurrent errors : {{value}} % \nThreshold: {{threshold}} % \n{{/is_alert}}",
+        "tags": [ "squid" ],
+        "options": {
+            "thresholds": {
+                "critical": 15,
+                "warning": 10
+            },
+            "notify_audit": false,
+            "on_missing_data": "default",
+            "include_tags": false,
+            "new_host_delay": 300,
+            "silenced": { }
+        },
+        "priority": 4,
+        "restriction_policy": {
+            "bindings": [ ]
+        }
+    },
+    "tags": [
+        "integration:squid"
+    ]
+}
\ No newline at end of file
diff --git a/squid/changelog.d/18207.added b/squid/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/squid/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/squid/changelog.d/18580.removed b/squid/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/squid/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/squid/changelog.d/18617.fixed b/squid/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/squid/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/squid/datadog_checks/squid/__about__.py b/squid/datadog_checks/squid/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/squid/datadog_checks/squid/__about__.py
+++ b/squid/datadog_checks/squid/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/squid/images/squid.png b/squid/images/squid.png
new file mode 100644
index 0000000000000..393b62e6f4111
Binary files /dev/null and b/squid/images/squid.png differ
diff --git a/squid/manifest.json b/squid/manifest.json
index f1a26f119a775..d3f50e2680d72 100644
--- a/squid/manifest.json
+++ b/squid/manifest.json
@@ -1,50 +1,68 @@
 {
-  "manifest_version": "2.0.0",
-  "app_uuid": "de18c581-69ee-48cf-ba23-7794bfb7a4bd",
-  "app_id": "squid",
-  "display_on_public_website": true,
-  "tile": {
-    "overview": "README.md#Overview",
-    "configuration": "README.md#Setup",
-    "support": "README.md#Support",
-    "changelog": "CHANGELOG.md",
-    "description": "Track metrics from your squid-cache servers with Datadog",
-    "title": "Squid",
-    "media": [],
-    "classifier_tags": [
-      "Category::Caching",
-      "Category::Log Collection",
-      "Supported OS::Linux",
-      "Supported OS::Windows",
-      "Supported OS::macOS",
-      "Offering::Integration"
-    ]
-  },
-  "author": {
-    "support_email": "help@datadoghq.com",
-    "name": "Datadog",
-    "homepage": "https://www.datadoghq.com",
-    "sales_email": "info@datadoghq.com"
-  },
-  "assets": {
-    "integration": {
-      "source_type_name": "Squid",
-      "configuration": {
-        "spec": "assets/configuration/spec.yaml"
-      },
-      "events": {
-        "creates_events": false
-      },
-      "metrics": {
-        "prefix": "squid.",
-        "check": "squid.cachemgr.cpu_time",
-        "metadata_path": "metadata.csv"
-      },
-      "service_checks": {
-        "metadata_path": "assets/service_checks.json"
-      },
-      "source_type_id": 10022,
-      "auto_install": true
+    "manifest_version": "2.0.0",
+    "app_uuid": "de18c581-69ee-48cf-ba23-7794bfb7a4bd",
+    "app_id": "squid",
+    "display_on_public_website": true,
+    "tile": {
+        "overview": "README.md#Overview",
+        "configuration": "README.md#Setup",
+        "support": "README.md#Support",
+        "changelog": "CHANGELOG.md",
+        "description": "Track metrics from your squid-cache servers with Datadog",
+        "title": "Squid",
+        "media": [
+            {
+                "caption": "Squid",
+                "image_url": "images/squid.png",
+                "media_type": "image"
+            }
+        ],
+        "classifier_tags": [
+            "Category::Caching",
+            "Category::Log Collection",
+            "Supported OS::Linux",
+            "Supported OS::Windows",
+            "Supported OS::macOS",
+            "Offering::Integration"
+        ]
+    },
+    "author": {
+        "support_email": "help@datadoghq.com",
+        "name": "Datadog",
+        "homepage": "https://www.datadoghq.com",
+        "sales_email": "info@datadoghq.com"
+    },
+    "assets": {
+        "integration": {
+            "source_type_name": "Squid",
+            "configuration": {
+                "spec": "assets/configuration/spec.yaml"
+            },
+            "events": {
+                "creates_events": false
+            },
+            "metrics": {
+                "prefix": "squid.",
+                "check": "squid.cachemgr.cpu_time",
+                "metadata_path": "metadata.csv"
+            },
+            "service_checks": {
+                "metadata_path": "assets/service_checks.json"
+            },
+            "source_type_id": 10022,
+            "auto_install": true
+        },
+        "dashboards": {
+            "Squid": "assets/dashboards/squid.json"
+        },
+        "monitors": {
+            "CPU usage exceeded": "assets/monitors/cpu_usage_exceeded.json",
+            "High latency requests": "assets/monitors/high_latency_requests.json",
+            "High rate of client HTTP errors": "assets/monitors/high_rate_of_client_http_errors.json",
+            "High rate of server errors": "assets/monitors/high_rate_of_server_errors.json"
+        },
+        "logs": {
+            "source": "squid"
+        }
     }
-  }
 }
\ No newline at end of file
diff --git a/ssh_check/CHANGELOG.md b/ssh_check/CHANGELOG.md
index c8cb2f35b21c5..f07d07bb7edc6 100644
--- a/ssh_check/CHANGELOG.md
+++ b/ssh_check/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.10.0 / 2024-09-05
 
 ***Added***:
diff --git a/ssh_check/changelog.d/18207.added b/ssh_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/ssh_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/ssh_check/changelog.d/18580.removed b/ssh_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/ssh_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/ssh_check/changelog.d/18617.fixed b/ssh_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/ssh_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/ssh_check/datadog_checks/ssh_check/__about__.py b/ssh_check/datadog_checks/ssh_check/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/ssh_check/datadog_checks/ssh_check/__about__.py
+++ b/ssh_check/datadog_checks/ssh_check/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/statsd/CHANGELOG.md b/statsd/CHANGELOG.md
index 4954489342b85..c69f4fb32790d 100644
--- a/statsd/CHANGELOG.md
+++ b/statsd/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.12.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/statsd/changelog.d/18207.added b/statsd/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/statsd/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/statsd/changelog.d/18580.removed b/statsd/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/statsd/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/statsd/changelog.d/18617.fixed b/statsd/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/statsd/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/statsd/datadog_checks/statsd/__about__.py b/statsd/datadog_checks/statsd/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/statsd/datadog_checks/statsd/__about__.py
+++ b/statsd/datadog_checks/statsd/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/streamnative/CHANGELOG.md b/streamnative/CHANGELOG.md
new file mode 100644
index 0000000000000..acabc5348fcaf
--- /dev/null
+++ b/streamnative/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - StreamNative
+
+## 1.0.0 / 2024-10-01
+
+***Added***:
+
+* Initial Release
diff --git a/streamnative/README.md b/streamnative/README.md
new file mode 100644
index 0000000000000..65705ea1d2258
--- /dev/null
+++ b/streamnative/README.md
@@ -0,0 +1,72 @@
+# StreamNative
+
+## Overview
+
+[StreamNative][1] provides an enterprise-grade messaging and event streaming platform built on Apache Pulsar. It offers scalable, real-time data streaming solutions with features like multi-tenancy, geo-replication, and seamless integration with cloud services.
+
+The StreamNative integration collects the following types of [metrics][2]:
+
+1. Health
+2. Pulsar Resource
+3. Source Connector
+4. Sink Connector
+5. Kafka Connect
+
+## Setup
+
+### Generate API credentials in StreamNative
+
+1. Log into [StreamNative Cloud Console Account][3].
+2. Click the profile icon and navigate to the **Accounts & Accesses** tab.
+3. Find the Service Account with **Admin** permissions set to **Enabled**.
+   - If no Service Account exists, select **New -> Service Account** to create one, and make sure to enable the **Super Admin** option.
+4. On the right side of the chosen Service Account, click the `...` button.
+5. Select **Download OAuth2 Key** to obtain the **Client ID** and **Client Secret**.
+
+### Get `Organization ID` and `Instance Name`
+
+1. Click the profile icon and select **Organizations**.
+2. Choose the **Organization** for which data needs to be collected.
+3. From the **Select an Instance** dropdown, get the **Instance Name**.
+
+
+### Connect your StreamNative account to Datadog
+
+1. Add your organization ID, instance name, client ID, and client secret.
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Organization ID|Organization ID of your StreamNative account.|
+    |Instance Name|Instance name of the corresponding organization.|
+    |Client ID |Client ID of your service account.|
+    |Client Secret|Client secret of your service account.|
+2. Click the **Save** button to save your settings.
+
+
+## Data Collected
+
+### Logs 
+
+The StreamNative integration does not include any logs.
+
+### Metrics
+
+The StreamNative integration collects and forwards the following metrics to Datadog.
+
+{{< get-metrics-from-git "streamnative" >}}
+
+### Service Checks
+
+The StreamNative integration does not include any service checks.
+
+### Events
+
+The StreamNative integration does not include any events.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][4].
+
+[1]: https://streamnative.io/
+[2]: https://docs.streamnative.io/docs/cloud-metrics-api#metrics-endpoint
+[3]: https://console.streamnative.cloud/
+[4]: https://docs.datadoghq.com/help/
diff --git a/streamnative/assets/dashboards/streamnative_health.json b/streamnative/assets/dashboards/streamnative_health.json
new file mode 100644
index 0000000000000..9859e94c4d3b0
--- /dev/null
+++ b/streamnative/assets/dashboards/streamnative_health.json
@@ -0,0 +1,604 @@
+{
+    "title": "StreamNative - Health",
+    "description": "",
+    "widgets": [
+        {
+            "id": 5694301138076536,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/63926c17a52727a15e13decd_Logo-streamnative-150px.svg",
+                "url_dark_theme": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/66503b265696d89c26062701_Group%2021.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 4734527193949666,
+            "definition": {
+                "title": "Monitor Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:streamnative",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 7,
+                "y": 0,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 6669352432630000,
+            "definition": {
+                "type": "note",
+                "content": "**[StreamNative](https://www.streamnative.com/)** provides an enterprise-grade messaging platform built on Apache Pulsar, offering scalable real-time data streaming with multi-tenancy, geo-replication, and cloud integration.\n\nThis Health dashboard tracks messaging latency (end-to-end, publish, cross-cluster) and service availability. \n\nFor more information, see the [StreamNative Integration Documentation](https://docs.datadoghq.com/integrations/streamnative/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 5437379294232914,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the latest metric values captured based on health statistics.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 3,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 1229081970979708,
+            "definition": {
+                "title": "End to End Latency over time (Median)",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "End To End Latency",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "avg:streamnative.health.pulsar_detector_e2e_latency_ms{$Organization,$Instance,$Namespace,$Cluster,quantile:0.5} by {cloud_streamnative_io_cluster}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 5,
+                "width": 12,
+                "height": 3
+            }
+        },
+        {
+            "id": 4014832880981910,
+            "definition": {
+                "title": "Publish Latency over time (Median)",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Publish Latency",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_publish_latency_ms{$Organization,$Cluster,$Instance,$Namespace,quantile:0.5} by {cloud_streamnative_io_cluster}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 3
+            }
+        },
+        {
+            "id": 762054180789370,
+            "definition": {
+                "title": "Average End To End Latency by Quantile",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "End To End latency",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_e2e_latency_ms{$Organization,$Instance,$Namespace,$Cluster} by {quantile}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 8630166971873926,
+            "definition": {
+                "title": "Average Publish Latency by Quantile",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Publish Latency",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_publish_latency_ms{$Organization,$Instance,$Namespace,$Cluster} by {quantile}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 1445816428377812,
+            "definition": {
+                "title": "Service Status",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_webservice_up{$Organization,$Instance,$Namespace,$Cluster} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance,cloud_streamnative_io_cluster}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query2",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_messaging_up{$Organization,$Instance,$Namespace,$Cluster} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance,cloud_streamnative_io_cluster}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "conditional_formats": [
+                                    {
+                                        "comparator": "=",
+                                        "value": 1,
+                                        "palette": "white_on_green"
+                                    },
+                                    {
+                                        "comparator": "<",
+                                        "value": 1,
+                                        "palette": "black_on_light_red"
+                                    }
+                                ],
+                                "cell_display_mode": "number",
+                                "alias": "Webservice Status",
+                                "formula": "query1"
+                            },
+                            {
+                                "conditional_formats": [
+                                    {
+                                        "comparator": "=",
+                                        "value": 1,
+                                        "palette": "white_on_green"
+                                    },
+                                    {
+                                        "comparator": "<",
+                                        "value": 1,
+                                        "palette": "black_on_light_red"
+                                    }
+                                ],
+                                "cell_display_mode": "number",
+                                "alias": "Messaging Service Status",
+                                "formula": "query2"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 12,
+                "height": 3
+            }
+        },
+        {
+            "id": 5425815181046796,
+            "definition": {
+                "title": "Service Status over time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Webservice",
+                                "style": {
+                                    "palette": "dd20",
+                                    "palette_index": 2
+                                },
+                                "formula": "count_nonzero(query1)"
+                            },
+                            {
+                                "alias": "Messaging Service",
+                                "style": {
+                                    "palette": "classic",
+                                    "palette_index": 1
+                                },
+                                "formula": "count_nonzero(query2)"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_webservice_up{$Organization,$Instance,$Namespace,$Cluster}"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query2",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_messaging_up{$Organization,$Instance,$Namespace,$Cluster}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 1936496724376416,
+            "definition": {
+                "title": "Overall Summary",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "avg:streamnative.health.pulsar_detector_e2e_latency_ms{$Organization,$Cluster,$Instance,$Namespace,quantile:0.5} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query2",
+                                "query": "avg:streamnative.health.pulsar_detector_publish_latency_ms{$Organization,$Cluster,$Instance,$Namespace,quantile:0.5} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query3",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_webservice_up{$Organization,$Cluster,$Instance,$Namespace} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance}",
+                                "aggregator": "last"
+                            },
+                            {
+                                "data_source": "metrics",
+                                "name": "query4",
+                                "query": "avg:streamnative.health.pulsar_detector_pulsar_sla_messaging_up{$Organization,$Cluster,$Instance,$Namespace} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 25,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "End to End Latency (Median)",
+                                "formula": "query1"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Publish Latency (Median)",
+                                "formula": "query2"
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Webservice Status",
+                                "formula": "query3",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": "=",
+                                        "value": 1,
+                                        "palette": "black_on_light_green"
+                                    },
+                                    {
+                                        "comparator": "<",
+                                        "value": 1,
+                                        "palette": "black_on_light_red"
+                                    }
+                                ]
+                            },
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "Messaging Status",
+                                "formula": "query4",
+                                "conditional_formats": [
+                                    {
+                                        "comparator": "=",
+                                        "value": 1,
+                                        "palette": "black_on_light_green"
+                                    },
+                                    {
+                                        "comparator": "<",
+                                        "value": 1,
+                                        "palette": "black_on_light_red"
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "auto"
+            },
+            "layout": {
+                "x": 0,
+                "y": 11,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Organization",
+            "prefix": "cloud_streamnative_io_organization_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Instance",
+            "prefix": "cloud_streamnative_io_pulsar_instance",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Cluster",
+            "prefix": "cloud_streamnative_io_pulsar_cluster",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Namespace",
+            "prefix": "kubernetes_namespace",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/streamnative/assets/dashboards/streamnative_kafka_connect.json b/streamnative/assets/dashboards/streamnative_kafka_connect.json
new file mode 100644
index 0000000000000..0927c21ccf923
--- /dev/null
+++ b/streamnative/assets/dashboards/streamnative_kafka_connect.json
@@ -0,0 +1,2106 @@
+{
+    "title": "StreamNative - Kafka Connect",
+    "description": "",
+    "widgets": [
+        {
+            "id": 6881134961056018,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/63926c17a52727a15e13decd_Logo-streamnative-150px.svg",
+                "url_dark_theme": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/66503b265696d89c26062701_Group%2021.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 2417374102724764,
+            "definition": {
+                "type": "note",
+                "content": "**[StreamNative](https://www.streamnative.com/)**  provides an enterprise-grade messaging platform built on Apache Pulsar, offering scalable real-time data streaming with multi-tenancy, geo-replication, and cloud integration.\n\nThis Kafka Connect dashboard track records polled/written to Kafka, task offset completions, time for reading/sending records, and JVM resource management for system insights.\n\nFor more information, see the [StreamNative Integration Documentation](https://docs.datadoghq.com/integrations/streamnative/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 7337277095932392,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the latest metric values captured on Kafka connect statistics.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 8576227419060516,
+            "definition": {
+                "title": "Connector Statistics",
+                "background_color": "green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2900243942491976,
+                        "definition": {
+                            "title": "Total Source Task Records Polled by Connector",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.kafka_connect.kafka_connect_source_task_source_record_poll{$Namespace,$Tenant,$Cluster,$Instance,$Connector} by {connector}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 25,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7020351017682740,
+                        "definition": {
+                            "title": "Time Taken To Fetch Batch Records over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            },
+                                            "alias": "Avg Time",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "millisecond"
+                                                }
+                                            },
+                                            "alias": "Max Time",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:streamnative.kafka_connect.kafka_connect_source_task_poll_batch_avg_time_ms{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:streamnative.kafka_connect.kafka_connect_source_task_poll_batch_max_time_ms{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6859350096416348,
+                        "definition": {
+                            "title": "Task Count over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Task Count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.kafka_connect.kafka_connect_worker_connector_total_task_count{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5481643224766836,
+                        "definition": {
+                            "title": "Task Batch Average Size over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Avg Batch Size",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
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+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "alias": "Initial Memory Bytes",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "alias": "Used Memory Bytes",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "alias": "Committed Memory Bytes",
+                                            "formula": "query3"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.kafka_connect.jvm_memory_init_bytes{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:streamnative.kafka_connect.jvm_memory_used_bytes{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "sum:streamnative.kafka_connect.jvm_memory_committed_bytes{$Namespace,$Tenant,$Cluster,$Instance,$Connector}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7417774753206652,
+                        "definition": {
+                            "title": "Committed Memory Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.kafka_connect.jvm_memory_committed_bytes{$Namespace,$Tenant,$Cluster,$Instance,$Connector}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7133220908988536,
+                        "definition": {
+                            "title": "Time Spent In JVM Garbage Collector",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "second"
+                                                }
+                                            },
+                                            "alias": "GC Time",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.kafka_connect.jvm_gc_collection_seconds_sum{$Namespace,$Tenant,$Cluster,$Instance,$Connector} by {cloud_streamnative_io_kafka_connector_type}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 9,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 57,
+                "width": 12,
+                "height": 7
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Instance",
+            "prefix": "cloud_streamnative_io_pulsar_instance",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Cluster",
+            "prefix": "cloud_streamnative_io_pulsar_cluster",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Tenant",
+            "prefix": "cloud_streamnative_io_pulsar_tenant",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Namespace",
+            "prefix": "kubernetes_namespace",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Connector",
+            "prefix": "cloud_streamnative_io_pulsar_component",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/streamnative/assets/dashboards/streamnative_pulsar_resource.json b/streamnative/assets/dashboards/streamnative_pulsar_resource.json
new file mode 100644
index 0000000000000..4ada84aa4cf0a
--- /dev/null
+++ b/streamnative/assets/dashboards/streamnative_pulsar_resource.json
@@ -0,0 +1,1144 @@
+{
+    "title": "StreamNative - Pulsar Resource",
+    "description": "",
+    "widgets": [
+        {
+            "id": 1435610181574376,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/63926c17a52727a15e13decd_Logo-streamnative-150px.svg",
+                "url_dark_theme": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/66503b265696d89c26062701_Group%2021.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 7,
+                "height": 3
+            }
+        },
+        {
+            "id": 6048556896224372,
+            "definition": {
+                "title": "Monitor Summary",
+                "type": "manage_status",
+                "display_format": "countsAndList",
+                "color_preference": "background",
+                "hide_zero_counts": true,
+                "show_status": true,
+                "last_triggered_format": "relative",
+                "query": "tag:streamnative",
+                "sort": "status,asc",
+                "count": 50,
+                "start": 0,
+                "summary_type": "monitors",
+                "show_priority": false,
+                "show_last_triggered": false
+            },
+            "layout": {
+                "x": 7,
+                "y": 0,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 8952756529161660,
+            "definition": {
+                "type": "note",
+                "content": "**[StreamNative](https://www.streamnative.com/)**  provides an enterprise-grade messaging platform built on Apache Pulsar, offering scalable real-time data streaming with multi-tenancy, geo-replication, and cloud integration.\n\nThis Pulsar Resource dashboard tracks topics, subscriptions, message rates, and throughput, along with storage metrics like size, backlog, and offloaded data. Latency and entry size distributions are also monitored for efficient data flow and storage management.\n\nFor more information, see the [StreamNative Integration Documentation](https://docs.datadoghq.com/integrations/streamnative/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 4,
+                "height": 2
+            }
+        },
+        {
+            "id": 393756623944156,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the latest metric values captured on Pulsar resource statistics.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 3,
+                "width": 3,
+                "height": 2
+            }
+        },
+        {
+            "id": 3401525582219446,
+            "definition": {
+                "title": "Topic Statistics",
+                "background_color": "green",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7407785548312006,
+                        "definition": {
+                            "title": "Topics (Partitions)",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_topics_count{$Namespace,$Instance,$Organization,$Cluster}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 449304534867526,
+                        "definition": {
+                            "title": "Producers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_producers_count{$Instance,$Namespace,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#e1d7a3"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4049965368212942,
+                        "definition": {
+                            "title": "Consumers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_consumers_count{$Instance,$Namespace,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8787839035935990,
+                        "definition": {
+                            "title": "Subscriptions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_subscriptions_count{$Namespace,$Instance,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#d2ecc1"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6918508884786830,
+                        "definition": {
+                            "title": "Topic Statistics",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_consumers_count{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,topic,namespace}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_producers_count{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,topic,namespace}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 25,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Consumers Count",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Producers Count",
+                                            "formula": "query3"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 5
+                        }
+                    },
+                    {
+                        "id": 1225105301796874,
+                        "definition": {
+                            "title": "Backlog Size",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_backlog_size{$Namespace,$Instance,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        },
+                                        {
+                                            "comparator": "=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green",
+                                            "custom_bg_color": "#8d8ebf"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6387866884258252,
+                        "definition": {
+                            "title": "Backlog Size by Topic",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_backlog_size{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 25,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "inline"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "absolute"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 8,
+                            "width": 9,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2251274279995436,
+                        "definition": {
+                            "title": "Backlog Size over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_backlog_size{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "datadog16",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "area"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2143008222517982,
+                        "definition": {
+                            "type": "note",
+                            "content": "The total message batches (entries) delayed for dispatching.",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 14,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 8915007273971110,
+                        "definition": {
+                            "title": "Total Subscription Delay",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_subscription_delayed{$Namespace,$Instance,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        },
+                                        {
+                                            "comparator": "=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit"
+                                                }
+                                            }
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 0
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 14,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5855029633521978,
+                        "definition": {
+                            "title": "Total Offloaded Size",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_offloaded_size{$Namespace,$Instance,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        },
+                                        {
+                                            "comparator": "=",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#c4b0e8"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 14,
+                            "width": 4,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6171745012404356,
+                        "definition": {
+                            "type": "note",
+                            "content": "The total amount of the data in this topic offloaded to the tiered storage (bytes).",
+                            "background_color": "yellow",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 10,
+                            "y": 14,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2700175861535110,
+                        "definition": {
+                            "title": "Storage ",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_size{$Namespace,$Instance,$Organization,$Cluster,$Topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 713922844627902,
+                        "definition": {
+                            "title": "Storage Size over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.pulsar_resource.pulsar_storage_size{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "area"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 16,
+                            "width": 9,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 5,
+                "width": 12,
+                "height": 20
+            }
+        },
+        {
+            "id": 627038884644444,
+            "definition": {
+                "title": "Performance Statistics",
+                "background_color": "yellow",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5643112798519754,
+                        "definition": {
+                            "title": "Rate Flow over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Rate In",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Rate Out",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_rate_in{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_rate_out{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7237859763233540,
+                        "definition": {
+                            "title": "Throughput over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Throughput In",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Throughput Out",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_throughput_in{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_throughput_out{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7636082687940984,
+                        "definition": {
+                            "title": "Storage I/O over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Read Rate",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Write Rate",
+                                            "formula": "query2"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_storage_read_rate{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_storage_write_rate{$Namespace,$Instance,$Organization,$Cluster,$Topic}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1748232157544970,
+                        "definition": {
+                            "title": "Overall Summary",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_storage_read_rate{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query5",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_storage_write_rate{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_throughput_in{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_throughput_out{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query4",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_rate_in{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query6",
+                                            "query": "avg:streamnative.pulsar_resource.pulsar_rate_out{$Namespace,$Instance,$Organization,$Cluster,$Topic} by {cluster,namespace,topic}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Storage Read Rate",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Storage Write Rate",
+                                            "formula": "query5"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Throughput In",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Throughput Out",
+                                            "formula": "query3"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Rate In",
+                                            "formula": "query4"
+                                        },
+                                        {
+                                            "cell_display_mode": "number",
+                                            "alias": "Rate Out",
+                                            "formula": "query6"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 25,
+                "width": 12,
+                "height": 14,
+                "is_column_break": true
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Organization",
+            "prefix": "cloud_streamnative_io_organization_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Instance",
+            "prefix": "cloud_streamnative_io_pulsar_instance",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Cluster",
+            "prefix": "cluster",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Namespace",
+            "prefix": "namespace",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Topic",
+            "prefix": "topic",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/streamnative/assets/dashboards/streamnative_sink_connector.json b/streamnative/assets/dashboards/streamnative_sink_connector.json
new file mode 100644
index 0000000000000..3ffc856038fe1
--- /dev/null
+++ b/streamnative/assets/dashboards/streamnative_sink_connector.json
@@ -0,0 +1,774 @@
+{
+    "title": "StreamNative - Sink Connector",
+    "description": "",
+    "widgets": [
+        {
+            "id": 4904783609376248,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/63926c17a52727a15e13decd_Logo-streamnative-150px.svg",
+                "url_dark_theme": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/66503b265696d89c26062701_Group%2021.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 8995860272844608,
+            "definition": {
+                "type": "note",
+                "content": "**[StreamNative](https://www.streamnative.com/)** provides an enterprise-grade messaging platform built on Apache Pulsar, offering scalable real-time data streaming with multi-tenancy, geo-replication, and cloud integration.\n\nThis Sink Connector dashboard provides insights into sink operations, data flow, exceptions, and JVM resource management for efficient Pulsar performance.\n\nFor more information, see the [StreamNative Integration Documentation](https://docs.datadoghq.com/integrations/streamnative/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 5920141165566776,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the latest metric values captured on sink connector statistics.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 8920403223435398,
+            "definition": {
+                "title": "Messages Written",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "name": "query1",
+                                "data_source": "metrics",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_written_total{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_green",
+                                "custom_bg_color": "#f0d999"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 1093006653689844,
+            "definition": {
+                "title": "Messages Written over time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Pulsar Sink Written",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_written_total{$Sink_Name,$Organization,$Instance}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "area"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 7549091675650990,
+            "definition": {
+                "title": "Messages Received",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_received_total{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_yellow",
+                                "custom_bg_color": "#c7dcda"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "text_align": "center",
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 7401087282347594,
+            "definition": {
+                "title": "Messages Received over time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Pulsar Sink Received",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_received_total{$Sink_Name,$Organization,$Instance}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "area"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 6,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 3549300876223298,
+            "definition": {
+                "title": "User and System CPU Time",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "second"
+                                    }
+                                },
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.process_cpu_seconds_total{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 1,
+                                "palette": "yellow_on_white",
+                                "custom_bg_color": "#e5c7f0"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 9,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 1900009483847726,
+            "definition": {
+                "title": "Last Invocation Time",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_last_invocation{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "yellow_on_white",
+                                "custom_bg_color": "#c9e69e"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 9,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 7809318879280602,
+            "definition": {
+                "title": "Sink Exceptions",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_sink_exceptions_total{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red"
+                            },
+                            {
+                                "comparator": "=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 6707352404639228,
+            "definition": {
+                "title": "System Exceptions",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.sink_connector.pulsar_sink_system_exceptions_total{$Sink_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red",
+                                "custom_bg_color": "#eedef7"
+                            },
+                            {
+                                "comparator": "=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 8445989619646756,
+            "definition": {
+                "title": "JVM Statistics",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8970146552931028,
+                        "definition": {
+                            "title": "Max Memory Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.sink_connector.jvm_memory_bytes_max{$Organization,$Instance,$Sink_Name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4546078437502932,
+                        "definition": {
+                            "title": "Memory Space over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Committed Memory Bytes Bytes",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Max Memory Bytes",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "alias": "Initial Memory Bytes ",
+                                            "formula": "query3"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.sink_connector.jvm_memory_bytes_committed{$Sink_Name,$Organization,$Instance}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:streamnative.sink_connector.jvm_memory_bytes_max{$Sink_Name,$Organization,$Instance}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "sum:streamnative.sink_connector.jvm_memory_bytes_init{$Sink_Name,$Organization,$Instance}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 983596439967046,
+                        "definition": {
+                            "title": "Committed Memory Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.sink_connector.jvm_memory_bytes_committed{$Organization,$Instance,$Sink_Name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2285216008395834,
+                        "definition": {
+                            "title": "Time Spent In JVM Garbage Collector",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "GC Time",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.sink_connector.jvm_gc_collection_seconds_sum{$Sink_Name,$Organization,$Instance}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 9,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 13,
+                "width": 12,
+                "height": 7
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Organization",
+            "prefix": "kubernetes_namespace",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Instance",
+            "prefix": "cloud_streamnative_io_pulsar_instance",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Sink_Name",
+            "prefix": "pulsar_component",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/streamnative/assets/dashboards/streamnative_source_connector.json b/streamnative/assets/dashboards/streamnative_source_connector.json
new file mode 100644
index 0000000000000..fb36fd9efadaf
--- /dev/null
+++ b/streamnative/assets/dashboards/streamnative_source_connector.json
@@ -0,0 +1,777 @@
+{
+    "title": "StreamNative - Source Connector",
+    "description": "",
+    "widgets": [
+        {
+            "id": 2511154829172922,
+            "definition": {
+                "type": "image",
+                "url": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/63926c17a52727a15e13decd_Logo-streamnative-150px.svg",
+                "url_dark_theme": "https://cdn.prod.website-files.com/638a1dc72083d166ed6e3d76/66503b265696d89c26062701_Group%2021.svg",
+                "sizing": "contain",
+                "margin": "md",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 7639788193841362,
+            "definition": {
+                "type": "note",
+                "content": "**[StreamNative](https://www.streamnative.com/)** provides an enterprise-grade messaging platform built on Apache Pulsar, offering scalable real-time data streaming with multi-tenancy, geo-replication, and cloud integration.\n\nThis Source Connector dashboard provides insights into source operations, data flow, exceptions, and JVM resource management for efficient Pulsar performance.\n\nFor more information, see the [StreamNative Integration Documentation](https://docs.datadoghq.com/integrations/streamnative/).",
+                "background_color": "orange",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 863470997872514,
+            "definition": {
+                "type": "note",
+                "content": "**Note**:\n- The dashboard widgets display the latest metric values captured on source connector statistics.\n\n**Tip**:\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "yellow",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "top",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 9,
+                "y": 0,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 510982300759208,
+            "definition": {
+                "title": "Messages Written",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_written_total{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_green",
+                                "custom_bg_color": "#5db0b1"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 902261882355924,
+            "definition": {
+                "title": "Messages Written over time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Pulsar Source Written",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_written_total{$Source_Name,$Organization,$Instance}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "area"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 3,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 2464648447453060,
+            "definition": {
+                "title": "Messages Received",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_received_total{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_yellow",
+                                "custom_bg_color": "#ea80b3"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 3,
+                "height": 3
+            }
+        },
+        {
+            "id": 5636435429995700,
+            "definition": {
+                "title": "Messages Received over time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": false,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "time": {
+                    "type": "live",
+                    "unit": "month",
+                    "value": 1
+                },
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "Pulsar Source Received",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_received_total{$Source_Name,$Organization,$Instance}"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "area"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 3,
+                "y": 6,
+                "width": 9,
+                "height": 3
+            }
+        },
+        {
+            "id": 3463292503235014,
+            "definition": {
+                "title": "User and System CPU Time",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit",
+                                        "unit_name": "second"
+                                    }
+                                },
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.process_cpu_seconds_total{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 1,
+                                "palette": "yellow_on_white"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 9,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 2681497336240052,
+            "definition": {
+                "title": "Last Invocation Time",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_last_invocation{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "yellow_on_white"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 9,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 1092066668982220,
+            "definition": {
+                "title": "Source Exceptions",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_source_exceptions_total{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red"
+                            },
+                            {
+                                "comparator": "=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 2,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 2954779705730000,
+            "definition": {
+                "title": "System Exceptions",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "type": "live",
+                    "unit": "hour",
+                    "value": 4
+                },
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "metrics",
+                                "name": "query1",
+                                "query": "sum:streamnative.source_connector.pulsar_source_system_exceptions_total{$Source_Name,$Organization,$Instance}",
+                                "aggregator": "last"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red",
+                                "custom_bg_color": "#eedef7"
+                            },
+                            {
+                                "comparator": "=",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1",
+                                "number_format": {
+                                    "unit": {
+                                        "type": "canonical_unit"
+                                    }
+                                }
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 0
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 2
+            }
+        },
+        {
+            "id": 7961217489134972,
+            "definition": {
+                "title": "JVM Statistics",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4247332022096914,
+                        "definition": {
+                            "title": "Max Memory Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.source_connector.jvm_memory_bytes_max{$Organization,$Instance,$Source_Name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow",
+                                            "custom_bg_color": "#a2d9dd"
+                                        },
+                                        {
+                                            "comparator": "=",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8539224685744776,
+                        "definition": {
+                            "title": "Memory Space over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Committed Memory Bytes",
+                                            "formula": "query1"
+                                        },
+                                        {
+                                            "alias": "Max Memory Bytes",
+                                            "formula": "query2"
+                                        },
+                                        {
+                                            "alias": "Initial Memory Bytes",
+                                            "formula": "query3"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.source_connector.jvm_memory_bytes_committed{$Source_Name,$Organization,$Instance}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query2",
+                                            "query": "sum:streamnative.source_connector.jvm_memory_bytes_max{$Source_Name,$Organization,$Instance}"
+                                        },
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query3",
+                                            "query": "sum:streamnative.source_connector.jvm_memory_bytes_init{$Source_Name,$Organization,$Instance}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7759610259055016,
+                        "definition": {
+                            "title": "Committed Memory Bytes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "type": "live",
+                                "unit": "hour",
+                                "value": 4
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.source_connector.jvm_memory_bytes_committed{$Organization,$Instance,$Source_Name}",
+                                            "aggregator": "last"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "number_format": {
+                                                "unit": {
+                                                    "type": "canonical_unit",
+                                                    "unit_name": "byte"
+                                                }
+                                            },
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8264813475686008,
+                        "definition": {
+                            "title": "Time Spent In JVM Garbage Collector",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "type": "live",
+                                "unit": "month",
+                                "value": 1
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "GC Time",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "metrics",
+                                            "name": "query1",
+                                            "query": "sum:streamnative.source_connector.jvm_gc_collection_seconds_sum{$Source_Name,$Organization,$Instance}"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 9,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 13,
+                "width": 12,
+                "height": 7
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Organization",
+            "prefix": "kubernetes_namespace",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Instance",
+            "prefix": "cloud_streamnative_io_pulsar_instance",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Source_Name",
+            "prefix": "pulsar_component",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/streamnative/assets/monitors/backlog_size_exceeding_threshold.json b/streamnative/assets/monitors/backlog_size_exceeding_threshold.json
new file mode 100644
index 0000000000000..9b1db8b4f58aa
--- /dev/null
+++ b/streamnative/assets/monitors/backlog_size_exceeding_threshold.json
@@ -0,0 +1,34 @@
+{
+	"version": 2,
+	"created_at": "2024-11-07",
+	"last_updated_at": "2024-11-07",
+	"title": "Backlog size exceeding threshold",
+	"description": "Backlog size has exceeded the threshold for the specified organization, instance, and cluster.",
+	"definition": {
+		"id": 155337177,
+		"name": "Backlog size exceeding threshold",
+		"type": "query alert",
+		"query": "max(last_5m):avg:streamnative.pulsar_resource.pulsar_storage_backlog_size{*} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance,cloud_streamnative_io_pulsar_cluster} >= 10737418240",
+		"message": "{{#is_alert}} \nBacklog size has exceeded threshold for Organization: {{cloud_streamnative_io_organization_name.name}}, Instance: {{cloud_streamnative_io_pulsar_instance.name}}, Cluster: {{cloud_streamnative_io_cluster.name}}\nCurrent backlog size: {{eval \"round(value/1073741824, 3)\"}} GiB\nThreshold backlog size: {{eval \"round(threshold/1073741824, 3)\"}} GiB\n{{/is_alert}}\n@email@example.com",
+		"tags": [
+			"streamnative"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 10737418240
+			},
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": true,
+			"new_group_delay": 60,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:streamnative"
+	]
+}
\ No newline at end of file
diff --git a/streamnative/assets/monitors/messaging_service_down.json b/streamnative/assets/monitors/messaging_service_down.json
new file mode 100644
index 0000000000000..bf378e47b8705
--- /dev/null
+++ b/streamnative/assets/monitors/messaging_service_down.json
@@ -0,0 +1,34 @@
+{
+	"version": 2,
+	"created_at": "2024-11-07",
+	"last_updated_at": "2024-11-07",
+	"title": "Messaging service is down",
+	"description": "Messaging service is down for the specified organization, instance, and cluster.",
+	"definition": {
+		"id": 155399567,
+		"name": "Messaging service is down",
+		"type": "query alert",
+		"query": "avg(last_5m):avg:streamnative.health.pulsar_detector_pulsar_sla_messaging_up{*} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance,cloud_streamnative_io_pulsar_cluster} < 1",
+		"message": "{{#is_alert}}\nMessaging Service is down for Organization: {{cloud_streamnative_io_organization_name.name}}, Instance: {{cloud_streamnative_io_pulsar_instance.name}}, Cluster: {{cloud_streamnative_io_pulsar_cluster.name}}\n{{/is_alert}}\n@email@example.com",
+		"tags": [
+			"streamnative"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1
+			},
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:streamnative"
+	]
+}
\ No newline at end of file
diff --git a/streamnative/assets/monitors/webservice_down.json b/streamnative/assets/monitors/webservice_down.json
new file mode 100644
index 0000000000000..44e8c813a4e52
--- /dev/null
+++ b/streamnative/assets/monitors/webservice_down.json
@@ -0,0 +1,34 @@
+{
+	"version": 2,
+	"created_at": "2024-11-07",
+	"last_updated_at": "2024-11-07",
+	"title": "Webservice is down",
+	"description": "Webservice is down for the specified organization, instance, and cluster.",
+	"definition": {
+		"id": 155033525,
+		"name": "Webservice is down",
+		"type": "query alert",
+		"query": "avg(last_5m):avg:streamnative.health.pulsar_detector_pulsar_sla_webservice_up{*} by {cloud_streamnative_io_organization_name,cloud_streamnative_io_pulsar_instance,cloud_streamnative_io_pulsar_cluster} < 1",
+		"message": "{{#is_alert}}\nWebservice is down for Organization: {{cloud_streamnative_io_organization_name.name}}, Instance: {{cloud_streamnative_io_pulsar_instance.name}}, Cluster: {{cloud_streamnative_io_pulsar_cluster.name}}\n{{/is_alert}}\n@email@example.com",
+		"tags": [
+			"streamnative"
+		],
+		"options": {
+			"thresholds": {
+				"critical": 1
+			},
+			"notify_audit": false,
+			"on_missing_data": "show_no_data",
+			"include_tags": false,
+			"new_group_delay": 0,
+			"silenced": {}
+		},
+		"priority": null,
+		"restriction_policy": {
+			"bindings": []
+		}
+	},
+	"tags": [
+		"integration:streamnative"
+	]
+}
\ No newline at end of file
diff --git a/streamnative/assets/service_checks.json b/streamnative/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/streamnative/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/streamnative/assets/streamnative.svg b/streamnative/assets/streamnative.svg
new file mode 100644
index 0000000000000..2d54b8e55e549
--- /dev/null
+++ b/streamnative/assets/streamnative.svg
@@ -0,0 +1,17 @@
+<svg width="758" height="150" viewBox="0 0 758 150" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M46.5347 89.2687C54.4219 89.2687 60.8033 82.8873 60.8033 75.0001C60.8033 67.113 54.4219 60.7315 46.5347 60.7315C38.6475 60.7315 32.2661 67.113 32.2661 75.0001C32.2661 82.8873 38.6475 89.2687 46.5347 89.2687Z" fill="#0A74F5"/>
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diff --git a/streamnative/images/streamnative_health.png b/streamnative/images/streamnative_health.png
new file mode 100644
index 0000000000000..77d6251b969c7
Binary files /dev/null and b/streamnative/images/streamnative_health.png differ
diff --git a/streamnative/images/streamnative_kafka_connect.png b/streamnative/images/streamnative_kafka_connect.png
new file mode 100644
index 0000000000000..6b71830b70a93
Binary files /dev/null and b/streamnative/images/streamnative_kafka_connect.png differ
diff --git a/streamnative/images/streamnative_pulsar_resource.png b/streamnative/images/streamnative_pulsar_resource.png
new file mode 100644
index 0000000000000..9233bd8bd7a16
Binary files /dev/null and b/streamnative/images/streamnative_pulsar_resource.png differ
diff --git a/streamnative/images/streamnative_sink_connector.png b/streamnative/images/streamnative_sink_connector.png
new file mode 100644
index 0000000000000..99ba1c37b083a
Binary files /dev/null and b/streamnative/images/streamnative_sink_connector.png differ
diff --git a/streamnative/images/streamnative_source_connector.png b/streamnative/images/streamnative_source_connector.png
new file mode 100644
index 0000000000000..a811dfed76b77
Binary files /dev/null and b/streamnative/images/streamnative_source_connector.png differ
diff --git a/streamnative/manifest.json b/streamnative/manifest.json
new file mode 100644
index 0000000000000..4d30758819de1
--- /dev/null
+++ b/streamnative/manifest.json
@@ -0,0 +1,81 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "e92fa53b-f620-4167-bdaa-31ac3bc6be35",
+  "app_id": "streamnative",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into StreamNative metrics data.",
+    "title": "StreamNative",
+    "media": [    
+      {
+      "caption": "StreamNative - Health",
+      "image_url": "images/streamnative_health.png",
+      "media_type": "image"
+    },
+      {
+      "caption": "StreamNative - Kafka Connect",
+      "image_url": "images/streamnative_kafka_connect.png",
+      "media_type": "image"
+    },
+      {
+      "caption": "StreamNative - Pulsar Resource",
+      "image_url": "images/streamnative_pulsar_resource.png",
+      "media_type": "image"
+    },
+      {
+      "caption": "StreamNative - Sink Connector",
+      "image_url": "images/streamnative_sink_connector.png",
+      "media_type": "image"
+    },
+    {
+      "caption": "StreamNative - Source Connector",
+      "image_url": "images/streamnative_source_connector.png",
+      "media_type": "image"
+    }],
+    "classifier_tags": [
+      "Category::Metrics",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 27153739,
+      "source_type_name": "StreamNative",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "streamnative.",
+        "check": ["streamnative.pulsar_resource.pulsar_consumers_count"],
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "StreamNative - Health" : "assets/dashboards/streamnative_health.json",
+      "StreamNative - Kafka Connect" : "assets/dashboards/streamnative_kafka_connect.json",
+      "StreamNative - Pulsar Resource" : "assets/dashboards/streamnative_pulsar_resource.json",
+      "StreamNative - Sink Connector" : "assets/dashboards/streamnative_sink_connector.json",
+      "StreamNative - Source Connector" : "assets/dashboards/streamnative_source_connector.json"
+    },
+    "monitors": {
+      "Backlog size exceeding threshold" : "assets/monitors/backlog_size_exceeding_threshold.json",
+      "Messaging service is down" : "assets/monitors/messaging_service_down.json",
+      "Webservice is down" : "assets/monitors/webservice_down.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/streamnative/metadata.csv b/streamnative/metadata.csv
new file mode 100644
index 0000000000000..1a62208633a75
--- /dev/null
+++ b/streamnative/metadata.csv
@@ -0,0 +1,126 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+streamnative.health.pulsar_detector_e2e_latency_ms,gauge,,millisecond,,The latency distribution from message sending to message consumption,0,streamnative,Health Pulsar Detector E2E Latency,,
+streamnative.health.pulsar_detector_geo_latency_ms,gauge,,millisecond,,The latency distribution Latency distribution from message sending to message consumption across clusters,0,streamnative,Health Pulsar Detector Geo Latency,,
+streamnative.health.pulsar_detector_publish_latency_ms,gauge,,millisecond,,The latency distribution of message sending,0,streamnative,Health Pulsar Detector Publish Latency,,
+streamnative.health.pulsar_detector_pulsar_sla_messaging_up,gauge,,,,The gauge for indicating the messaging service up or down,0,streamnative,Health Pulsar Detector Pulsar Sla Messaging Up,,
+streamnative.health.pulsar_detector_pulsar_sla_webservice_up,gauge,,,,The gauge for indicating the webservice up or down,0,streamnative,Health Pulsar Detector Pulsar Sla Webservice Up,,
+streamnative.kafka_connect.jvm_gc_collection_seconds_sum,gauge,,second,,Time spent in a given JVM garbage collector in seconds.,0,streamnative,Kafka Connect Jvm GC Collection Seconds Sum,,
+streamnative.kafka_connect.jvm_memory_committed_bytes,gauge,,byte,,Committed bytes of a given JVM memory area,0,streamnative,Kafka Connect Jvm Memory Committed Bytes,,
+streamnative.kafka_connect.jvm_memory_init_bytes,gauge,,byte,,Initial bytes of a given JVM memory area,0,streamnative,Kafka Connect Jvm Memory Init Bytes,,
+streamnative.kafka_connect.jvm_memory_max_bytes,gauge,,byte,,Max bytes of a given JVM memory area,0,streamnative,Kafka Connect Jvm Memory Max Bytes,,
+streamnative.kafka_connect.jvm_memory_used_bytes,gauge,,byte,,Used bytes of a given JVM memory area,0,streamnative,Kafka Connect Jvm Memory Used Bytes,,
+streamnative.kafka_connect.kafka_connect_connector_task_batch_size_avg,gauge,,,,The average size of the batches processed by the connector,0,streamnative,Kafka Connect Connector Task Batch Size Avg,,
+streamnative.kafka_connect.kafka_connect_connector_task_batch_size_max,gauge,,,,The maximum size of the batches processed by the connector,0,streamnative,Kafka Connect Connector Task Batch Size Max,,
+streamnative.kafka_connect.kafka_connect_connector_task_offset_commit_avg_time_ms,gauge,,millisecond,,The average time in milliseconds taken by this task to commit offsets,0,streamnative,Kafka Connect Connector Task Offset Commit Avg Time,,
+streamnative.kafka_connect.kafka_connect_connector_task_offset_commit_failure_percentage,gauge,,fraction,,The average percentage of this task's offset commit attempts that failed,0,streamnative,Kafka Connect Connector Task Offset Commit Failure Percentage,,
+streamnative.kafka_connect.kafka_connect_connector_task_offset_commit_max_time_ms,gauge,,millisecond,,The maximum time in milliseconds taken by this task to commit offsets,0,streamnative,Kafka Connect Connector Task Offset Commit Max Time,,
+streamnative.kafka_connect.kafka_connect_connector_task_offset_commit_success_percentage,gauge,,fraction,,The average percentage of this task's offset commit attempts that succeeded,0,streamnative,Kafka Connect Connector Task Offset Commit Success Percentage,,
+streamnative.kafka_connect.kafka_connect_connector_task_pause_ratio,gauge,,fraction,,The fraction of time this task has spent in the pause state,0,streamnative,Kafka Connect Connector Task Pause Ratio,,
+streamnative.kafka_connect.kafka_connect_connector_task_running_ratio,gauge,,fraction,,The fraction of time this task has spent in the running state,0,streamnative,Kafka Connect Connector Task Running Ratio,,
+streamnative.kafka_connect.kafka_connect_sink_task_offset_commit_completion,gauge,,offset,,The total number of offset commit completions that were completed successfully,0,streamnative,Kafka Connect Sink Task Offset Commit Completion,,
+streamnative.kafka_connect.kafka_connect_sink_task_offset_commit_completion_rate,gauge,,offset,second,The average per-second number of offset commit completions that were completed successfully,0,streamnative,Kafka Connect Sink Task Offset Commit Completion Rate,,
+streamnative.kafka_connect.kafka_connect_sink_task_offset_commit_seq_no,gauge,,,,The current sequence number for offset commits,0,streamnative,Kafka Connect Sink Task Offset Commit Seq No,,
+streamnative.kafka_connect.kafka_connect_sink_task_offset_commit_skip,gauge,,offset,,The total number of offset commit completions that were received too late and skipped/ignored,0,streamnative,Kafka Connect Sink Task Offset Commit Skip,,
+streamnative.kafka_connect.kafka_connect_sink_task_offset_commit_skip_rate,gauge,,offset,second,The average per-second number of offset commit completions that were received too late and skipped/ignored,0,streamnative,Kafka Connect Sink Task Offset Commit Skip Rate,,
+streamnative.kafka_connect.kafka_connect_sink_task_partition_count,gauge,,,,The number of topic partitions assigned to this task belonging to the named sink connector in this worker,0,streamnative,Kafka Connect Sink Task Partition Count,,
+streamnative.kafka_connect.kafka_connect_sink_task_put_batch_avg_time_ms,gauge,,millisecond,,The average time taken by this task to put a batch of sinks records,0,streamnative,Kafka Connect Sink Task Put Batch Avg Time,,
+streamnative.kafka_connect.kafka_connect_sink_task_put_batch_max_time_ms,gauge,,millisecond,,The maximum time taken by this task to put a batch of sinks records,0,streamnative,Kafka Connect Sink Task Put Batch Max Time,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_active_count,gauge,,record,,The number of records that have been read from Kafka but not yet completely committed/flushed/acknowledged by the sink task,0,streamnative,Kafka Connect Sink Task Sink Record Active Count,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_active_count_avg,gauge,,record,,The average number of records that have been read from Kafka but not yet completely committed/flushed/acknowledged by the sink task,0,streamnative,Kafka Connect Sink Task Sink Record Active Count Avg,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_active_count_max,gauge,,record,,The maximum number of records that have been read from Kafka but not yet completely committed/flushed/acknowledged by the sink task,0,streamnative,Kafka Connect Sink Task Sink Record Active Count Max,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_read,gauge,,record,,"The total number of records read from Kafka by this task belonging to the named sink connector in this worker, since the task was last restarted",0,streamnative,Kafka Connect Sink Task Sink Record Read,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_read_rate,gauge,,record,second,The average per-second number of records read from Kafka for this task belonging to the named sink connector in this worker. This is before transformations are applied,0,streamnative,Kafka Connect Sink Task Sink Record Read Rate,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_send,gauge,,record,,"The total number of records output from the transformations and sent/put to this task belonging to the named sink connector in this worker, since the task was last restarted",0,streamnative,Kafka Connect Sink Task Sink Record Send,,
+streamnative.kafka_connect.kafka_connect_sink_task_sink_record_send_rate,gauge,,record,second,The average per-second number of records output from the transformations and sent/put to this task belonging to the named sink connector in this worker,0,streamnative,Kafka Connect Sink Task Sink Record Send Rate,,
+streamnative.kafka_connect.kafka_connect_source_task_poll_batch_avg_time_ms,gauge,,millisecond,,The average time in milliseconds taken by this task to poll for a batch of source records,0,streamnative,Kafka Connect Source Task Poll Batch Avg Time,,
+streamnative.kafka_connect.kafka_connect_source_task_poll_batch_max_time_ms,gauge,,millisecond,,The maximum time in milliseconds taken by this task to poll for a batch of source records,0,streamnative,Kafka Connect Source Task Poll Batch Max Time,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_active_count,gauge,,record,,The number of records that have been produced by this task but not yet completely written to Kafka,0,streamnative,Kafka Connect Source Task Source Record Active Count,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_active_count_avg,gauge,,record,,The average number of records that have been produced by this task but not yet completely written to Kafka,0,streamnative,Kafka Connect Source Task Source Record Active Count Avg,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_active_count_max,gauge,,record,,The maximum number of records that have been produced by this task but not yet completely written to Kafka,0,streamnative,Kafka Connect Source Task Source Record Active Count Max,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_poll,gauge,,record,,The total number of records produced/polled (before transformation) by this task belonging to the named source connector in this worker,0,streamnative,Kafka Connect Source Task Source Record Poll,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_poll_rate,gauge,,record,second,The average per-second number of records produced/polled (before transformation) by this task belonging to the named source connector in this worker,0,streamnative,Kafka Connect Source Task Source Record Poll Rate,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_write,gauge,,record,,"The number of records output from the transformations and written to Kafka for this task belonging to the named source connector in this worker, since the task was last restarted",0,streamnative,Kafka Connect Source Task Source Record Write,,
+streamnative.kafka_connect.kafka_connect_source_task_source_record_write_rate,gauge,,record,second,The average per-second number of records output from the transformations and written to Kafka for this task belonging to the named source connector in this worker,0,streamnative,Kafka Connect Source Task Source Record Write Rate,,
+streamnative.kafka_connect.kafka_connect_task_error_deadletterqueue_produce_failures,gauge,,,,The number of failed writes to the dead letter queue,0,streamnative,Kafka Connect Task Error Deadletterqueue Produce Failures,,
+streamnative.kafka_connect.kafka_connect_task_error_deadletterqueue_produce_requests,gauge,,,,The number of attempted writes to the dead letter queue,0,streamnative,Kafka Connect Task Error Deadletterqueue Produce Requests,,
+streamnative.kafka_connect.kafka_connect_task_error_last_error_timestamp,gauge,,millisecond,,The epoch timestamp when this task last encountered an error,0,streamnative,Kafka Connect Task Error Last Error Timestamp,,
+streamnative.kafka_connect.kafka_connect_task_error_total_errors_logged,gauge,,error,,The total number of errors that were logged,0,streamnative,Kafka Connect Task Error Total Errors Logged,,
+streamnative.kafka_connect.kafka_connect_task_error_total_record_errors,gauge,,record,,The total number of record processing errors in this task,0,streamnative,Kafka Connect Task Error Total Record Errors,,
+streamnative.kafka_connect.kafka_connect_task_error_total_record_failures,gauge,,record,,The total number of record processing failures in this task,0,streamnative,Kafka Connect Task Error Total Record Failures,,
+streamnative.kafka_connect.kafka_connect_task_error_total_records_skipped,gauge,,record,,The total number of records skipped due to errors,0,streamnative,Kafka Connect Task Error Total Records Skipped,,
+streamnative.kafka_connect.kafka_connect_task_error_total_retries,gauge,,operation,,The total number of operations retried,0,streamnative,Kafka Connect Task Error Total Retries,,
+streamnative.kafka_connect.kafka_connect_worker_connector_destroyed_task_count,gauge,,task,,The number of destroyed tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Destroyed Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_failed_task_count,gauge,,task,,The number of failed tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Failed Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_paused_task_count,gauge,,task,,The number of paused tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Paused Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_restarting_task_count,gauge,,task,,The number of restarting tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Restarting Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_running_task_count,gauge,,task,,The number of running tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Running Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_total_task_count,gauge,,task,,The number of tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Total Task Count,,
+streamnative.kafka_connect.kafka_connect_worker_connector_unassigned_task_count,gauge,,task,,The number of unassigned tasks of the connector on the worker,0,streamnative,Kafka Connect Worker Connector Unassigned Task Count,,
+streamnative.kafka_connect.process_cpu_seconds_total,gauge,,second,,Total user and system CPU time spent in seconds,0,streamnative,Kafka Connect Process Cpu Seconds Total,,
+streamnative.pulsar_resource.pulsar_consumers_count,gauge,,,,The number of active consumers of the topic connected to this broker.,0,streamnative,Pulsar Resource Pulsar Consumers Count,,
+streamnative.pulsar_resource.pulsar_entry_size_le_100_kb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 100 kilobytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_100 KB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_128,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 128 bytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_128,,
+streamnative.pulsar_resource.pulsar_entry_size_le_16_kb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 16 kilobytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_16 KB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_1_kb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 1 kilobyte,0,streamnative,Pulsar Resource Pulsar Entry Size Le_1 KB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_1_mb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 1 megabyte,0,streamnative,Pulsar Resource Pulsar Entry Size Le_1 MB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_2_kb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 2 kilobytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_2 KB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_4_kb,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 4 kilobytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_4 KB,,
+streamnative.pulsar_resource.pulsar_entry_size_le_512,gauge,,fraction,,The entry rate for a topic with entry size smaller than or equal to 512 bytes,0,streamnative,Pulsar Resource Pulsar Entry Size Le_512,,
+streamnative.pulsar_resource.pulsar_entry_size_le_overflow,gauge,,fraction,,The entry rate for a topic with entry size greater than 1 megabyte,0,streamnative,Pulsar Resource Pulsar Entry Size Le_Overflow,,
+streamnative.pulsar_resource.pulsar_producers_count,gauge,,,,The number of active producers of the topic connected to this broker,0,streamnative,Pulsar Resource Pulsar Producers Count,,
+streamnative.pulsar_resource.pulsar_rate_in,gauge,,message,second,The total message rate of the namespace coming into this broker,0,streamnative,Pulsar Resource Pulsar Rate In,,
+streamnative.pulsar_resource.pulsar_rate_out,gauge,,message,second,The total message rate of the namespace going out from this broker,0,streamnative,Pulsar Resource Pulsar Rate Out,,
+streamnative.pulsar_resource.pulsar_storage_backlog_size,gauge,,byte,,The total backlog size of the topics of this topic owned by this broker,0,streamnative,Pulsar Resource Pulsar Storage Backlog Size,,
+streamnative.pulsar_resource.pulsar_storage_offloaded_size,gauge,,byte,,The total amount of the data in this topic offloaded to the tiered storage,0,streamnative,Pulsar Resource Pulsar Storage Offloaded Size,,
+streamnative.pulsar_resource.pulsar_storage_read_rate,gauge,,,,The total message batches (entries) read from the storage for this topic,0,streamnative,Pulsar Resource Pulsar Storage Read Rate,,
+streamnative.pulsar_resource.pulsar_storage_size,gauge,,byte,,The total storage size of the topics in this topic owned by this broker,0,streamnative,Pulsar Resource Pulsar Storage Size,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_0_5,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 0.5 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_0_5,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_1,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 1 millisecond,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_1,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_10,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 10 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_10,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_100,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 100 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_100,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_1000,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 1000 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_1000,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_20,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 20 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_20,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_200,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 200 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_200,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_5,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 5 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_5,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_50,gauge,,fraction,,The entry rate for a topic where the storage write latency is less than or equal to 50 milliseconds,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_50,,
+streamnative.pulsar_resource.pulsar_storage_write_latency_le_overflow,gauge,,fraction,,The entry rate for a topic where the storage write latency is greater than 1 second,0,streamnative,Pulsar Resource Pulsar Storage Write Latency Le_Overflow,,
+streamnative.pulsar_resource.pulsar_storage_write_rate,gauge,,,,The total message batches (entries) written to the storage for this topic,0,streamnative,Pulsar Resource Pulsar Storage Write Rate,,
+streamnative.pulsar_resource.pulsar_subscription_delayed,gauge,,,,The total message batches (entries) are delayed for dispatching,0,streamnative,Pulsar Resource Pulsar Subscription Delayed,,
+streamnative.pulsar_resource.pulsar_subscriptions_count,gauge,,,,The number of Pulsar subscriptions of the topic served by this broker,0,streamnative,Pulsar Resource Pulsar Subscriptions Count,,
+streamnative.pulsar_resource.pulsar_throughput_in,gauge,,byte,second,The total throughput of the topic coming into this broker,0,streamnative,Pulsar Resource Pulsar Throughput In,,
+streamnative.pulsar_resource.pulsar_throughput_out,gauge,,byte,second,The total throughput of the topic going out from this broker,0,streamnative,Pulsar Resource Pulsar Throughput Out,,
+streamnative.pulsar_resource.pulsar_topics_count,gauge,,,,The number of Pulsar topics of the namespace owned by this broker,0,streamnative,Pulsar Resource Pulsar Topics Count,,
+streamnative.sink_connector.jvm_gc_collection_seconds_sum,gauge,,second,,Time spent in a given JVM garbage collector in seconds,0,streamnative,Sink Connector Jvm GC Collection Seconds Sum,,
+streamnative.sink_connector.jvm_memory_bytes_committed,gauge,,byte,,Committed bytes of a given JVM memory area,0,streamnative,Sink Connector Jvm Memory Bytes Committed,,
+streamnative.sink_connector.jvm_memory_bytes_init,gauge,,byte,,Initial bytes of a given JVM memory area,0,streamnative,Sink Connector Jvm Memory Bytes Init,,
+streamnative.sink_connector.jvm_memory_bytes_max,gauge,,byte,,Max bytes of a given JVM memory area,0,streamnative,Sink Connector Jvm Memory Bytes Max,,
+streamnative.sink_connector.jvm_memory_direct_bytes_used,gauge,,byte,,Used bytes of a given JVM memory area,0,streamnative,Sink Connector Jvm Memory Bytes Used,,
+streamnative.sink_connector.process_cpu_seconds_total,gauge,,second,,Total user and system CPU time spent in seconds,0,streamnative,Sink Connector Process Cpu Seconds Total,,
+streamnative.sink_connector.pulsar_sink_last_invocation,gauge,,millisecond,,The timestamp of the last invocation of the sink,0,streamnative,Sink Connector Pulsar Sink Last Invocation,,
+streamnative.sink_connector.pulsar_sink_received_1min_total,gauge,,record,,The total number of records received from sink in the last 1 minute,0,streamnative,Sink Connector Pulsar Sink Received 1min Total,,
+streamnative.sink_connector.pulsar_sink_received_total,gauge,,record,,The total number of records received from sink,0,streamnative,Sink Connector Pulsar Sink Received Total,,
+streamnative.sink_connector.pulsar_sink_sink_exception,gauge,,,,The exception from a sink,0,streamnative,Sink Connector Pulsar Sink Sink Exception,,
+streamnative.sink_connector.pulsar_sink_sink_exceptions_1min_total,gauge,,exception,,The total number of sink exceptions in the last 1 minute,0,streamnative,Sink Connector Pulsar Sink Sink Exceptions 1min Total,,
+streamnative.sink_connector.pulsar_sink_sink_exceptions_total,gauge,,exception,,The total number of sink exceptions,0,streamnative,Sink Connector Pulsar Sink Sink Exceptions Total,,
+streamnative.sink_connector.pulsar_sink_system_exception,gauge,,,,The exception from system code,0,streamnative,Sink Connector Pulsar Sink System Exception,,
+streamnative.sink_connector.pulsar_sink_system_exceptions_1min_total,gauge,,exception,,The total number of system exceptions in the last 1 minute,0,streamnative,Sink Connector Pulsar Sink System Exceptions 1min Total,,
+streamnative.sink_connector.pulsar_sink_system_exceptions_total,gauge,,exception,,The total number of system exceptions,0,streamnative,Sink Connector Pulsar Sink System Exceptions Total,,
+streamnative.sink_connector.pulsar_sink_written_1min_total,gauge,,record,,The total number of records written to a Pulsar topic in the last 1 minute,0,streamnative,Sink Connector Pulsar Sink Written_1min Total,,
+streamnative.sink_connector.pulsar_sink_written_total,gauge,,record,,The total number of records written to a Pulsar topic,0,streamnative,Sink Connector Pulsar Sink Written Total,,
+streamnative.source_connector.jvm_gc_collection_seconds_sum,gauge,,second,,Time spent in a given JVM garbage collector in seconds,0,streamnative,Source Connector Jvm GC Collection Seconds Sum,,
+streamnative.source_connector.jvm_memory_bytes_committed,gauge,,byte,,Committed bytes of a given JVM memory area,0,streamnative,Source Connector Jvm Memory Bytes Committed,,
+streamnative.source_connector.jvm_memory_bytes_init,gauge,,byte,,Initial bytes of a given JVM memory area,0,streamnative,Source Connector Jvm Memory Bytes Init,,
+streamnative.source_connector.jvm_memory_bytes_max,gauge,,byte,,Max bytes of a given JVM memory area,0,streamnative,Source Connector Jvm Memory Bytes Max,,
+streamnative.source_connector.jvm_memory_direct_bytes_used,gauge,,byte,,Used bytes of a given JVM memory area,0,streamnative,Source Connector Jvm Memory Direct Bytes Used,,
+streamnative.source_connector.process_cpu_seconds_total,gauge,,second,,Total user and system CPU time spent in seconds,0,streamnative,Source Connector Process Cpu Seconds Total,,
+streamnative.source_connector.pulsar_source_last_invocation,gauge,,millisecond,,The timestamp of the last invocation of the source,0,streamnative,Source Connector Pulsar Source Last Invocation,,
+streamnative.source_connector.pulsar_source_received_1min_total,gauge,,record,,The total number of records received from source in the last 1 minute,0,streamnative,Source Connector Pulsar Source Received 1min Total,,
+streamnative.source_connector.pulsar_source_received_total,gauge,,record,,The total number of records received from source,0,streamnative,Source Connector Pulsar Source Received Total,,
+streamnative.source_connector.pulsar_source_source_exception,gauge,,,,The exception from a source,0,streamnative,Source Connector Pulsar Source Source Exception,,
+streamnative.source_connector.pulsar_source_source_exceptions_1min_total,gauge,,exception,,The total number of source exceptions in the last 1 minute,0,streamnative,Source Connector Pulsar Source Source Exceptions 1min Total,,
+streamnative.source_connector.pulsar_source_source_exceptions_total,gauge,,exception,,The total number of source exceptions,0,streamnative,Source Connector Pulsar Source Source Exceptions Total,,
+streamnative.source_connector.pulsar_source_system_exception,gauge,,,,The exception from system code,0,streamnative,Source Connector Pulsar Source System Exception,,
+streamnative.source_connector.pulsar_source_system_exceptions_1min_total,gauge,,exception,,The total number of system exceptions in the last 1 minute,0,streamnative,Source Connector Pulsar Source System Exceptions 1min Total,,
+streamnative.source_connector.pulsar_source_system_exceptions_total,gauge,,exception,,The total number of system exceptions,0,streamnative,Source Connector Pulsar Source System Exceptions Total,,
+streamnative.source_connector.pulsar_source_written_1min_total,gauge,,record,,The total number of records written to a Pulsar topic in the last 1 minute,0,streamnative,Source Connector Pulsar Source Written 1min Total,,
+streamnative.source_connector.pulsar_source_written_total,gauge,,record,,The total number of records written to a Pulsar topic,0,streamnative,Source Connector Pulsar Source Written Total,,
\ No newline at end of file
diff --git a/strimzi/CHANGELOG.md b/strimzi/CHANGELOG.md
index e13de5a62174e..4aee9fe954148 100644
--- a/strimzi/CHANGELOG.md
+++ b/strimzi/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/strimzi/changelog.d/18207.added b/strimzi/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/strimzi/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/strimzi/changelog.d/18617.fixed b/strimzi/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/strimzi/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/strimzi/datadog_checks/strimzi/__about__.py b/strimzi/datadog_checks/strimzi/__about__.py
index 9d7317788718b..de4e5b0983497 100644
--- a/strimzi/datadog_checks/strimzi/__about__.py
+++ b/strimzi/datadog_checks/strimzi/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/supabase/CHANGELOG.md b/supabase/CHANGELOG.md
new file mode 100644
index 0000000000000..2551522a7cd24
--- /dev/null
+++ b/supabase/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - supabase
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-12-26
+
+***Added***:
+
+* Initial Release ([#19307](https://github.com/DataDog/integrations-core/pull/19307))
diff --git a/supabase/README.md b/supabase/README.md
new file mode 100644
index 0000000000000..e7bb5b92dcea0
--- /dev/null
+++ b/supabase/README.md
@@ -0,0 +1,60 @@
+# Agent Check: supabase
+
+## Overview
+
+This check monitors [supabase][1] through the Datadog Agent. 
+
+Include a high level overview of what this integration does:
+- What does your product do (in 1-2 sentences)?
+- What value will customers get from this integration, and why is it valuable to them?
+- What specific data will your integration monitor, and what's the value of that data?
+
+## Setup
+
+Follow the instructions below to install and configure this check for an Agent running on a host. For containerized environments, see the [Autodiscovery Integration Templates][3] for guidance on applying these instructions.
+
+### Installation
+
+The supabase check is included in the [Datadog Agent][2] package.
+No additional installation is needed on your server.
+
+### Configuration
+
+1. Edit the `supabase.d/conf.yaml` file, in the `conf.d/` folder at the root of your Agent's configuration directory to start collecting your supabase performance data. See the [sample supabase.d/conf.yaml][4] for all available configuration options.
+
+2. [Restart the Agent][5].
+
+### Validation
+
+[Run the Agent's status subcommand][6] and look for `supabase` under the Checks section.
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][7] for a list of metrics provided by this integration.
+
+### Events
+
+The supabase integration does not include any events.
+
+### Service Checks
+
+The supabase integration does not include any service checks.
+
+See [service_checks.json][8] for a list of service checks provided by this integration.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][9].
+
+
+[1]: **LINK_TO_INTEGRATION_SITE**
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/agent/kubernetes/integrations/
+[4]: https://github.com/DataDog/integrations-core/blob/master/supabase/datadog_checks/supabase/data/conf.yaml.example
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[7]: https://github.com/DataDog/integrations-core/blob/master/supabase/metadata.csv
+[8]: https://github.com/DataDog/integrations-core/blob/master/supabase/assets/service_checks.json
+[9]: https://docs.datadoghq.com/help/
diff --git a/supabase/assets/configuration/spec.yaml b/supabase/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..14ceebef476cc
--- /dev/null
+++ b/supabase/assets/configuration/spec.yaml
@@ -0,0 +1,28 @@
+name: Supabase
+files:
+- name: supabase.yaml
+  options:
+  - template: init_config
+    options:
+    - template: init_config/default
+  - template: instances
+    options:
+    - name: priviledged_metrics_endpoint
+      description: |
+        Endpoint exposing Supabase customer metrics
+        https://supabase.com/docs/guides/monitoring-troubleshooting/metrics#accessing-the-metrics-endpoint
+      value:
+        display_default: null
+        example: https://<project-ref>.supabase.co/customer/v1/privileged/metrics
+        type: string
+    - name: storage_api_endpoint
+      description: |
+        Endpoint exposing the S3 Storage API Prometheus metrics.
+      value:
+        display_default: null
+        example: http://%%host%%:5000/metrics
+        type: string
+    - template: instances/openmetrics
+      overrides:
+        openmetrics_endpoint.required: false
+        openmetrics_endpoint.hidden: true
\ No newline at end of file
diff --git a/supabase/assets/dashboards/supabase_overview.json b/supabase/assets/dashboards/supabase_overview.json
new file mode 100644
index 0000000000000..eac5ccdf59ebc
--- /dev/null
+++ b/supabase/assets/dashboards/supabase_overview.json
@@ -0,0 +1,77 @@
+{
+    "title": "Supabase Overview",
+    "description": "## Supabase\n",
+    "widgets": [
+        {
+            "id": 4717263751542750,
+            "definition": {
+                "title": "",
+                "banner_img": "/static/images/logos/supabase_large.svg",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5685022835071772,
+                        "definition": {
+                            "type": "note",
+                            "content": "## Supabase\n",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8921963557059570,
+                        "definition": {
+                            "type": "note",
+                            "content": "",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "center",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "host",
+            "prefix": "host",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/supabase/assets/service_checks.json b/supabase/assets/service_checks.json
new file mode 100644
index 0000000000000..f1b12843fedde
--- /dev/null
+++ b/supabase/assets/service_checks.json
@@ -0,0 +1,32 @@
+[
+    {
+        "agent_version": "7.62.0",
+        "integration": "Supabase",
+        "check": "supabase.openmetrics.health",
+        "statuses": [
+            "ok",
+            "critical"
+        ],
+        "groups": [
+            "host",
+            "endpoint"
+        ],
+        "name": "Supabase OpenMetrics endpoint health",
+        "description": "Returns `CRITICAL` if the Agent is unable to connect to the Supabase OpenMetrics endpoint, otherwise returns `OK`."
+    },
+    {
+        "agent_version": "7.62.0",
+        "integration": "Supabase",
+        "check": "supabase.storage_api.openmetrics.health",
+        "statuses": [
+            "ok",
+            "critical"
+        ],
+        "groups": [
+            "host",
+            "endpoint"
+        ],
+        "name": "Supabase Storage API OpenMetrics endpoint health",
+        "description": "Returns `CRITICAL` if the Agent is unable to connect to the Supabase Storage API OpenMetrics endpoint, otherwise returns `OK`."
+    }
+]
\ No newline at end of file
diff --git a/supabase/datadog_checks/__init__.py b/supabase/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/supabase/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/supabase/datadog_checks/supabase/__about__.py b/supabase/datadog_checks/supabase/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/supabase/datadog_checks/supabase/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/supabase/datadog_checks/supabase/__init__.py b/supabase/datadog_checks/supabase/__init__.py
new file mode 100644
index 0000000000000..e3ec3035e8ec2
--- /dev/null
+++ b/supabase/datadog_checks/supabase/__init__.py
@@ -0,0 +1,7 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+from .check import SupabaseCheck
+
+__all__ = ['__version__', 'SupabaseCheck']
diff --git a/supabase/datadog_checks/supabase/check.py b/supabase/datadog_checks/supabase/check.py
new file mode 100644
index 0000000000000..5e1cd85b581eb
--- /dev/null
+++ b/supabase/datadog_checks/supabase/check.py
@@ -0,0 +1,57 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from typing import Any  # noqa: F401
+
+from datadog_checks.base import ConfigurationError, OpenMetricsBaseCheckV2  # noqa: F401
+
+from .config_models import ConfigMixin
+from .metrics import RENAME_LABELS_MAP, STORAGE_API_METRICS, SUPABASE_METRICS
+
+(
+    PRIVILEGED_METRICS_NAMESPACE,
+    STORAGE_API_METRICS_NAMESPACE,
+) = [
+    'supabase',
+    'supabase.storage_api',
+]
+
+
+class SupabaseCheck(OpenMetricsBaseCheckV2, ConfigMixin):
+
+    DEFAULT_METRIC_LIMIT = 0
+
+    def __init__(self, name, init_config, instances=None):
+        super(SupabaseCheck, self).__init__(name, init_config, instances)
+        self.check_initializations.appendleft(self.parse_config)
+        # Use self.instance to read the check configuration
+        # self.url = self.instance.get("url")
+
+    def parse_config(self):
+        self.scraper_configs = []
+        privileged_metrics_endpoint = self.instance.get("privileged_metrics_endpoint")
+        storage_api_endpoint = self.instance.get("storage_api_endpoint")
+
+        if not privileged_metrics_endpoint and not storage_api_endpoint:
+            raise ConfigurationError(
+                "Must specify at least one of the following:" "`privileged_metrics_endpoint` or `storage_api_endpoint`."
+            )
+
+        if privileged_metrics_endpoint:
+            self.scraper_configs.append(
+                self.generate_config(privileged_metrics_endpoint, PRIVILEGED_METRICS_NAMESPACE, SUPABASE_METRICS)
+            )
+        if storage_api_endpoint:
+            self.scraper_configs.append(
+                self.generate_config(storage_api_endpoint, STORAGE_API_METRICS_NAMESPACE, STORAGE_API_METRICS)
+            )
+
+    def generate_config(self, endpoint, namespace, metrics):
+        config = {
+            'openmetrics_endpoint': endpoint,
+            'metrics': metrics,
+            'namespace': namespace,
+            'rename_labels': RENAME_LABELS_MAP,
+        }
+        config.update(self.instance)
+        return config
diff --git a/supabase/datadog_checks/supabase/config_models/__init__.py b/supabase/datadog_checks/supabase/config_models/__init__.py
new file mode 100644
index 0000000000000..106fff2032f68
--- /dev/null
+++ b/supabase/datadog_checks/supabase/config_models/__init__.py
@@ -0,0 +1,24 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from .instance import InstanceConfig
+from .shared import SharedConfig
+
+
+class ConfigMixin:
+    _config_model_instance: InstanceConfig
+    _config_model_shared: SharedConfig
+
+    @property
+    def config(self) -> InstanceConfig:
+        return self._config_model_instance
+
+    @property
+    def shared_config(self) -> SharedConfig:
+        return self._config_model_shared
diff --git a/supabase/datadog_checks/supabase/config_models/defaults.py b/supabase/datadog_checks/supabase/config_models/defaults.py
new file mode 100644
index 0000000000000..0138cd77a5ea8
--- /dev/null
+++ b/supabase/datadog_checks/supabase/config_models/defaults.py
@@ -0,0 +1,124 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+
+def instance_allow_redirects():
+    return True
+
+
+def instance_auth_type():
+    return 'basic'
+
+
+def instance_cache_metric_wildcards():
+    return True
+
+
+def instance_cache_shared_labels():
+    return True
+
+
+def instance_collect_counters_with_distributions():
+    return False
+
+
+def instance_collect_histogram_buckets():
+    return True
+
+
+def instance_disable_generic_tags():
+    return False
+
+
+def instance_empty_default_hostname():
+    return False
+
+
+def instance_enable_health_service_check():
+    return True
+
+
+def instance_histogram_buckets_as_distributions():
+    return False
+
+
+def instance_ignore_connection_errors():
+    return False
+
+
+def instance_kerberos_auth():
+    return 'disabled'
+
+
+def instance_kerberos_delegate():
+    return False
+
+
+def instance_kerberos_force_initiate():
+    return False
+
+
+def instance_log_requests():
+    return False
+
+
+def instance_min_collection_interval():
+    return 15
+
+
+def instance_non_cumulative_histogram_buckets():
+    return False
+
+
+def instance_persist_connections():
+    return False
+
+
+def instance_request_size():
+    return 16
+
+
+def instance_skip_proxy():
+    return False
+
+
+def instance_tag_by_endpoint():
+    return True
+
+
+def instance_telemetry():
+    return False
+
+
+def instance_timeout():
+    return 10
+
+
+def instance_tls_ignore_warning():
+    return False
+
+
+def instance_tls_use_host_header():
+    return False
+
+
+def instance_tls_verify():
+    return True
+
+
+def instance_use_latest_spec():
+    return False
+
+
+def instance_use_legacy_auth_encoding():
+    return True
+
+
+def instance_use_process_start_time():
+    return False
diff --git a/supabase/datadog_checks/supabase/config_models/instance.py b/supabase/datadog_checks/supabase/config_models/instance.py
new file mode 100644
index 0000000000000..517705d04bb9f
--- /dev/null
+++ b/supabase/datadog_checks/supabase/config_models/instance.py
@@ -0,0 +1,173 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from types import MappingProxyType
+from typing import Any, Optional, Union
+
+from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import defaults, validators
+
+
+class AuthToken(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    reader: Optional[MappingProxyType[str, Any]] = None
+    writer: Optional[MappingProxyType[str, Any]] = None
+
+
+class ExtraMetrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class MetricPatterns(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    exclude: Optional[tuple[str, ...]] = None
+    include: Optional[tuple[str, ...]] = None
+
+
+class Metrics(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        extra='allow',
+        frozen=True,
+    )
+    name: Optional[str] = None
+    type: Optional[str] = None
+
+
+class Proxy(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    http: Optional[str] = None
+    https: Optional[str] = None
+    no_proxy: Optional[tuple[str, ...]] = None
+
+
+class ShareLabels(BaseModel):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    labels: Optional[tuple[str, ...]] = None
+    match: Optional[tuple[str, ...]] = None
+
+
+class InstanceConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    allow_redirects: Optional[bool] = None
+    auth_token: Optional[AuthToken] = None
+    auth_type: Optional[str] = None
+    aws_host: Optional[str] = None
+    aws_region: Optional[str] = None
+    aws_service: Optional[str] = None
+    cache_metric_wildcards: Optional[bool] = None
+    cache_shared_labels: Optional[bool] = None
+    collect_counters_with_distributions: Optional[bool] = None
+    collect_histogram_buckets: Optional[bool] = None
+    connect_timeout: Optional[float] = None
+    disable_generic_tags: Optional[bool] = None
+    empty_default_hostname: Optional[bool] = None
+    enable_health_service_check: Optional[bool] = None
+    exclude_labels: Optional[tuple[str, ...]] = None
+    exclude_metrics: Optional[tuple[str, ...]] = None
+    exclude_metrics_by_labels: Optional[MappingProxyType[str, Union[bool, tuple[str, ...]]]] = None
+    extra_headers: Optional[MappingProxyType[str, Any]] = None
+    extra_metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, ExtraMetrics]]], ...]] = None
+    headers: Optional[MappingProxyType[str, Any]] = None
+    histogram_buckets_as_distributions: Optional[bool] = None
+    hostname_format: Optional[str] = None
+    hostname_label: Optional[str] = None
+    ignore_connection_errors: Optional[bool] = None
+    ignore_tags: Optional[tuple[str, ...]] = None
+    include_labels: Optional[tuple[str, ...]] = None
+    kerberos_auth: Optional[str] = None
+    kerberos_cache: Optional[str] = None
+    kerberos_delegate: Optional[bool] = None
+    kerberos_force_initiate: Optional[bool] = None
+    kerberos_hostname: Optional[str] = None
+    kerberos_keytab: Optional[str] = None
+    kerberos_principal: Optional[str] = None
+    log_requests: Optional[bool] = None
+    metric_patterns: Optional[MetricPatterns] = None
+    metrics: Optional[tuple[Union[str, MappingProxyType[str, Union[str, Metrics]]], ...]] = None
+    min_collection_interval: Optional[float] = None
+    namespace: Optional[str] = Field(None, pattern='\\w*')
+    non_cumulative_histogram_buckets: Optional[bool] = None
+    ntlm_domain: Optional[str] = None
+    openmetrics_endpoint: Optional[str] = None
+    password: Optional[str] = None
+    persist_connections: Optional[bool] = None
+    priviledged_metrics_endpoint: Optional[str] = None
+    proxy: Optional[Proxy] = None
+    raw_line_filters: Optional[tuple[str, ...]] = None
+    raw_metric_prefix: Optional[str] = None
+    read_timeout: Optional[float] = None
+    rename_labels: Optional[MappingProxyType[str, Any]] = None
+    request_size: Optional[float] = None
+    service: Optional[str] = None
+    share_labels: Optional[MappingProxyType[str, Union[bool, ShareLabels]]] = None
+    skip_proxy: Optional[bool] = None
+    storage_api_endpoint: Optional[str] = None
+    tag_by_endpoint: Optional[bool] = None
+    tags: Optional[tuple[str, ...]] = None
+    telemetry: Optional[bool] = None
+    timeout: Optional[float] = None
+    tls_ca_cert: Optional[str] = None
+    tls_cert: Optional[str] = None
+    tls_ignore_warning: Optional[bool] = None
+    tls_private_key: Optional[str] = None
+    tls_protocols_allowed: Optional[tuple[str, ...]] = None
+    tls_use_host_header: Optional[bool] = None
+    tls_verify: Optional[bool] = None
+    use_latest_spec: Optional[bool] = None
+    use_legacy_auth_encoding: Optional[bool] = None
+    use_process_start_time: Optional[bool] = None
+    username: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_instance', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'instance_{info.field_name}', identity)(value, field=field)
+        else:
+            value = getattr(defaults, f'instance_{info.field_name}', lambda: value)()
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_instance', identity)(model))
diff --git a/supabase/datadog_checks/supabase/config_models/shared.py b/supabase/datadog_checks/supabase/config_models/shared.py
new file mode 100644
index 0000000000000..e39d447dfc4b9
--- /dev/null
+++ b/supabase/datadog_checks/supabase/config_models/shared.py
@@ -0,0 +1,45 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# This file is autogenerated.
+# To change this file you should edit assets/configuration/spec.yaml and then run the following commands:
+#     ddev -x validate config -s <INTEGRATION_NAME>
+#     ddev -x validate models -s <INTEGRATION_NAME>
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import BaseModel, ConfigDict, field_validator, model_validator
+
+from datadog_checks.base.utils.functions import identity
+from datadog_checks.base.utils.models import validation
+
+from . import validators
+
+
+class SharedConfig(BaseModel):
+    model_config = ConfigDict(
+        validate_default=True,
+        arbitrary_types_allowed=True,
+        frozen=True,
+    )
+    service: Optional[str] = None
+
+    @model_validator(mode='before')
+    def _initial_validation(cls, values):
+        return validation.core.initialize_config(getattr(validators, 'initialize_shared', identity)(values))
+
+    @field_validator('*', mode='before')
+    def _validate(cls, value, info):
+        field = cls.model_fields[info.field_name]
+        field_name = field.alias or info.field_name
+        if field_name in info.context['configured_fields']:
+            value = getattr(validators, f'shared_{info.field_name}', identity)(value, field=field)
+
+        return validation.utils.make_immutable(value)
+
+    @model_validator(mode='after')
+    def _final_validation(cls, model):
+        return validation.core.check_model(getattr(validators, 'check_shared', identity)(model))
diff --git a/supabase/datadog_checks/supabase/config_models/validators.py b/supabase/datadog_checks/supabase/config_models/validators.py
new file mode 100644
index 0000000000000..70150e85e6124
--- /dev/null
+++ b/supabase/datadog_checks/supabase/config_models/validators.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+
+# Here you can include additional config validators or transformers
+#
+# def initialize_instance(values, **kwargs):
+#     if 'my_option' not in values and 'my_legacy_option' in values:
+#         values['my_option'] = values['my_legacy_option']
+#     if values.get('my_number') > 10:
+#         raise ValueError('my_number max value is 10, got %s' % str(values.get('my_number')))
+#
+#     return values
diff --git a/supabase/datadog_checks/supabase/data/conf.yaml.example b/supabase/datadog_checks/supabase/data/conf.yaml.example
new file mode 100644
index 0000000000000..113f1e13c4d5c
--- /dev/null
+++ b/supabase/datadog_checks/supabase/data/conf.yaml.example
@@ -0,0 +1,600 @@
+## All options defined here are available to all instances.
+#
+init_config:
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Additionally, this sets the default `service` for every log source.
+    #
+    # service: <SERVICE>
+
+## Every instance is scheduled independently of the others.
+#
+instances:
+
+  -
+    ## @param priviledged_metrics_endpoint - string - optional
+    ## Endpoint exposing Supabase customer metrics
+    ## https://supabase.com/docs/guides/monitoring-troubleshooting/metrics#accessing-the-metrics-endpoint
+    #
+    # priviledged_metrics_endpoint: https://<project-ref>.supabase.co/customer/v1/privileged/metrics
+
+    ## @param storage_api_endpoint - string - optional
+    ## Endpoint exposing the S3 Storage API Prometheus metrics.
+    #
+    # storage_api_endpoint: http://%%host%%:5000/metrics
+
+    ## @param raw_metric_prefix - string - optional
+    ## A prefix that is removed from all exposed metric names, if present.
+    ## All configuration options will use the prefix-less name.
+    #
+    # raw_metric_prefix: <PREFIX>_
+
+    ## @param extra_metrics - (list of string or mapping) - optional
+    ## This list defines metrics to collect from the `openmetrics_endpoint`, in addition to
+    ## what the check collects by default. If the check already collects a metric, then
+    ## metric definitions here take precedence. Metrics may be defined in 3 ways:
+    ##
+    ## 1. If the item is a string, then it represents the exposed metric name, and
+    ##    the sent metric name will be identical. For example:
+    ##
+    ##      extra_metrics:
+    ##      - <METRIC_1>
+    ##      - <METRIC_2>
+    ## 2. If the item is a mapping, then the keys represent the exposed metric names.
+    ##
+    ##      a. If a value is a string, then it represents the sent metric name. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>: <SENT_METRIC_1>
+    ##           - <EXPOSED_METRIC_2>: <SENT_METRIC_2>
+    ##      b. If a value is a mapping, then it must have a `name` and/or `type` key.
+    ##         The `name` represents the sent metric name, and the `type` represents how
+    ##         the metric should be handled, overriding any type information the endpoint
+    ##         may provide. For example:
+    ##
+    ##           extra_metrics:
+    ##           - <EXPOSED_METRIC_1>:
+    ##               name: <SENT_METRIC_1>
+    ##               type: <METRIC_TYPE_1>
+    ##           - <EXPOSED_METRIC_2>:
+    ##               name: <SENT_METRIC_2>
+    ##               type: <METRIC_TYPE_2>
+    ##
+    ##         The supported native types are `gauge`, `counter`, `histogram`, and `summary`.
+    ##
+    ## Note: To collect counter metrics with names ending in `_total`, specify the metric name without the `_total`
+    ## suffix. For example, to collect the counter metric `promhttp_metric_handler_requests_total`, specify
+    ## `promhttp_metric_handler_requests`. This submits to Datadog the metric name appended with `.count`.
+    ## For more information, see:
+    ## https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#suffixes
+    ##
+    ## Regular expressions may be used to match the exposed metric names, for example:
+    ##
+    ##   extra_metrics:
+    ##   - ^network_(ingress|egress)_.+
+    ##   - .+:
+    ##       type: gauge
+    #
+    # extra_metrics: []
+
+    ## @param exclude_metrics - list of strings - optional
+    ## A list of metrics to exclude, with each entry being either
+    ## the exact metric name or a regular expression.
+    ## In order to exclude all metrics but the ones matching a specific filter,
+    ## you can use a negative lookahead regex like:
+    ##   - ^(?!foo).*$
+    #
+    # exclude_metrics: []
+
+    ## @param exclude_metrics_by_labels - mapping - optional
+    ## A mapping of labels to exclude metrics with matching label name and their corresponding metric values. To match
+    ## all values of a label, set it to `true`.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    ##
+    ## For example, the following configuration instructs the check to exclude all metrics with
+    ## a label `worker` or a label `pid` with the value of either `23` or `42`.
+    ##
+    ##   exclude_metrics_by_labels:
+    ##     worker: true
+    ##     pid:
+    ##     - '23'
+    ##     - '42'
+    #
+    # exclude_metrics_by_labels: {}
+
+    ## @param exclude_labels - list of strings - optional
+    ## A list of labels to exclude, useful for high cardinality values like timestamps or UUIDs.
+    ## May be used in conjunction with `include_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # exclude_labels: []
+
+    ## @param include_labels - list of strings - optional
+    ## A list of labels to include. May be used in conjunction with `exclude_labels`.
+    ## Labels defined in `exclude_labels` will take precedence in case of overlap.
+    ##
+    ## Note: Label filtering happens before `rename_labels`.
+    #
+    # include_labels: []
+
+    ## @param rename_labels - mapping - optional
+    ## A mapping of label names to their new names.
+    #
+    # rename_labels:
+    #   <LABEL_NAME_1>: <NEW_LABEL_NAME_1>
+    #   <LABEL_NAME_2>: <NEW_LABEL_NAME_2>
+
+    ## @param enable_health_service_check - boolean - optional - default: true
+    ## Whether or not to send a service check named `<NAMESPACE>.openmetrics.health` which reports
+    ## the health of the `openmetrics_endpoint`.
+    #
+    # enable_health_service_check: true
+
+    ## @param ignore_connection_errors - boolean - optional - default: false
+    ## Whether or not to ignore connection errors when scraping `openmetrics_endpoint`.
+    #
+    # ignore_connection_errors: false
+
+    ## @param hostname_label - string - optional
+    ## Override the hostname for every metric submission with the value of one of its labels.
+    #
+    # hostname_label: <HOSTNAME_LABEL>
+
+    ## @param hostname_format - string - optional
+    ## When `hostname_label` is set, this instructs the check how to format the values. The string
+    ## `<HOSTNAME>` is replaced by the value of the label defined by `hostname_label`.
+    #
+    # hostname_format: <HOSTNAME>
+
+    ## @param collect_histogram_buckets - boolean - optional - default: true
+    ## Whether or not to send histogram buckets.
+    #
+    # collect_histogram_buckets: true
+
+    ## @param non_cumulative_histogram_buckets - boolean - optional - default: false
+    ## Whether or not histogram buckets are non-cumulative and to come with a `lower_bound` tag.
+    #
+    # non_cumulative_histogram_buckets: false
+
+    ## @param histogram_buckets_as_distributions - boolean - optional - default: false
+    ## Whether or not to send histogram buckets as Datadog distribution metrics. This implicitly
+    ## enables the `collect_histogram_buckets` and `non_cumulative_histogram_buckets` options.
+    ##
+    ## Learn more about distribution metrics:
+    ## https://docs.datadoghq.com/developers/metrics/types/?tab=distribution#metric-types
+    #
+    # histogram_buckets_as_distributions: false
+
+    ## @param collect_counters_with_distributions - boolean - optional - default: false
+    ## Whether or not to also collect the observation counter metrics ending in `.sum` and `.count`
+    ## when sending histogram buckets as Datadog distribution metrics. This implicitly enables the
+    ## `histogram_buckets_as_distributions` option.
+    #
+    # collect_counters_with_distributions: false
+
+    ## @param use_process_start_time - boolean - optional - default: false
+    ## Whether to enable a heuristic for reporting counter values on the first scrape. When true,
+    ## the first time an endpoint is scraped, check `process_start_time_seconds` to decide whether zero
+    ## initial value can be assumed for counters. This requires keeping metrics in memory until the entire
+    ## response is received.
+    #
+    # use_process_start_time: false
+
+    ## @param share_labels - mapping - optional
+    ## This mapping allows for the sharing of labels across multiple metrics. The keys represent the
+    ## exposed metrics from which to share labels, and the values are mappings that configure the
+    ## sharing behavior. Each mapping must have at least one of the following keys:
+    ##
+    ##   labels - This is a list of labels to share. All labels are shared if this is not set.
+    ##   match - This is a list of labels to match on other metrics as a condition for sharing.
+    ##   values - This is a list of allowed values as a condition for sharing.
+    ##
+    ## To unconditionally share all labels of a metric, set it to `true`.
+    ##
+    ## For example, the following configuration instructs the check to apply all labels from `metric_a`
+    ## to all other metrics, the `node` label from `metric_b` to only those metrics that have a `pod`
+    ## label value that matches the `pod` label value of `metric_b`, and all labels from `metric_c`
+    ## to all other metrics if their value is equal to `23` or `42`.
+    ##
+    ##   share_labels:
+    ##     metric_a: true
+    ##     metric_b:
+    ##       labels:
+    ##       - node
+    ##       match:
+    ##       - pod
+    ##     metric_c:
+    ##       values:
+    ##       - 23
+    ##       - 42
+    #
+    # share_labels: {}
+
+    ## @param cache_shared_labels - boolean - optional - default: true
+    ## When `share_labels` is set, it instructs the check to cache labels collected from the first payload
+    ## for improved performance.
+    ##
+    ## Set this to `false` to compute label sharing for every payload at the risk of potentially increased memory usage.
+    #
+    # cache_shared_labels: true
+
+    ## @param raw_line_filters - list of strings - optional
+    ## A list of regular expressions used to exclude lines read from the `openmetrics_endpoint`
+    ## from being parsed.
+    #
+    # raw_line_filters: []
+
+    ## @param cache_metric_wildcards - boolean - optional - default: true
+    ## Whether or not to cache data from metrics that are defined by regular expressions rather
+    ## than the full metric name.
+    #
+    # cache_metric_wildcards: true
+
+    ## @param telemetry - boolean - optional - default: false
+    ## Whether or not to submit metrics prefixed by `<NAMESPACE>.telemetry.` for debugging purposes.
+    #
+    # telemetry: false
+
+    ## @param ignore_tags - list of strings - optional
+    ## A list of regular expressions used to ignore tags added by Autodiscovery and entries in the `tags` option.
+    #
+    # ignore_tags:
+    #   - <FULL:TAG>
+    #   - <TAG_PREFIX:.*>
+    #   - <TAG_SUFFIX$>
+
+    ## @param proxy - mapping - optional
+    ## This overrides the `proxy` setting in `init_config`.
+    ##
+    ## Set HTTP or HTTPS proxies for this instance. Use the `no_proxy` list
+    ## to specify hosts that must bypass proxies.
+    ##
+    ## The SOCKS protocol is also supported, for example:
+    ##
+    ##   socks5://user:pass@host:port
+    ##
+    ## Using the scheme `socks5` causes the DNS resolution to happen on the
+    ## client, rather than on the proxy server. This is in line with `curl`,
+    ## which uses the scheme to decide whether to do the DNS resolution on
+    ## the client or proxy. If you want to resolve the domains on the proxy
+    ## server, use `socks5h` as the scheme.
+    #
+    # proxy:
+    #   http: http://<PROXY_SERVER_FOR_HTTP>:<PORT>
+    #   https: https://<PROXY_SERVER_FOR_HTTPS>:<PORT>
+    #   no_proxy:
+    #   - <HOSTNAME_1>
+    #   - <HOSTNAME_2>
+
+    ## @param skip_proxy - boolean - optional - default: false
+    ## This overrides the `skip_proxy` setting in `init_config`.
+    ##
+    ## If set to `true`, this makes the check bypass any proxy
+    ## settings enabled and attempt to reach services directly.
+    #
+    # skip_proxy: false
+
+    ## @param auth_type - string - optional - default: basic
+    ## The type of authentication to use. The available types (and related options) are:
+    ##
+    ##   - basic
+    ##     |__ username
+    ##     |__ password
+    ##     |__ use_legacy_auth_encoding
+    ##   - digest
+    ##     |__ username
+    ##     |__ password
+    ##   - ntlm
+    ##     |__ ntlm_domain
+    ##     |__ password
+    ##   - kerberos
+    ##     |__ kerberos_auth
+    ##     |__ kerberos_cache
+    ##     |__ kerberos_delegate
+    ##     |__ kerberos_force_initiate
+    ##     |__ kerberos_hostname
+    ##     |__ kerberos_keytab
+    ##     |__ kerberos_principal
+    ##   - aws
+    ##     |__ aws_region
+    ##     |__ aws_host
+    ##     |__ aws_service
+    ##
+    ## The `aws` auth type relies on boto3 to automatically gather AWS credentials, for example: from `.aws/credentials`.
+    ## Details: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#configuring-credentials
+    #
+    # auth_type: basic
+
+    ## @param use_legacy_auth_encoding - boolean - optional - default: true
+    ## When `auth_type` is set to `basic`, this determines whether to encode as `latin1` rather than `utf-8`.
+    #
+    # use_legacy_auth_encoding: true
+
+    ## @param username - string - optional
+    ## The username to use if services are behind basic or digest auth.
+    #
+    # username: <USERNAME>
+
+    ## @param password - string - optional
+    ## The password to use if services are behind basic or NTLM auth.
+    #
+    # password: <PASSWORD>
+
+    ## @param ntlm_domain - string - optional
+    ## If your services use NTLM authentication, specify
+    ## the domain used in the check. For NTLM Auth, append
+    ## the username to domain, not as the `username` parameter.
+    #
+    # ntlm_domain: <NTLM_DOMAIN>\<USERNAME>
+
+    ## @param kerberos_auth - string - optional - default: disabled
+    ## If your services use Kerberos authentication, you can specify the Kerberos
+    ## strategy to use between:
+    ##
+    ##   - required
+    ##   - optional
+    ##   - disabled
+    ##
+    ## See https://github.com/requests/requests-kerberos#mutual-authentication
+    #
+    # kerberos_auth: disabled
+
+    ## @param kerberos_cache - string - optional
+    ## Sets the KRB5CCNAME environment variable.
+    ## It should point to a credential cache with a valid TGT.
+    #
+    # kerberos_cache: <KERBEROS_CACHE>
+
+    ## @param kerberos_delegate - boolean - optional - default: false
+    ## Set to `true` to enable Kerberos delegation of credentials to a server that requests delegation.
+    ##
+    ## See https://github.com/requests/requests-kerberos#delegation
+    #
+    # kerberos_delegate: false
+
+    ## @param kerberos_force_initiate - boolean - optional - default: false
+    ## Set to `true` to preemptively initiate the Kerberos GSS exchange and
+    ## present a Kerberos ticket on the initial request (and all subsequent).
+    ##
+    ## See https://github.com/requests/requests-kerberos#preemptive-authentication
+    #
+    # kerberos_force_initiate: false
+
+    ## @param kerberos_hostname - string - optional
+    ## Override the hostname used for the Kerberos GSS exchange if its DNS name doesn't
+    ## match its Kerberos hostname, for example: behind a content switch or load balancer.
+    ##
+    ## See https://github.com/requests/requests-kerberos#hostname-override
+    #
+    # kerberos_hostname: <KERBEROS_HOSTNAME>
+
+    ## @param kerberos_principal - string - optional
+    ## Set an explicit principal, to force Kerberos to look for a
+    ## matching credential cache for the named user.
+    ##
+    ## See https://github.com/requests/requests-kerberos#explicit-principal
+    #
+    # kerberos_principal: <KERBEROS_PRINCIPAL>
+
+    ## @param kerberos_keytab - string - optional
+    ## Set the path to your Kerberos key tab file.
+    #
+    # kerberos_keytab: <KEYTAB_FILE_PATH>
+
+    ## @param auth_token - mapping - optional
+    ## This allows for the use of authentication information from dynamic sources.
+    ## Both a reader and writer must be configured.
+    ##
+    ## The available readers are:
+    ##
+    ##   - type: file
+    ##     path (required): The absolute path for the file to read from.
+    ##     pattern: A regular expression pattern with a single capture group used to find the
+    ##              token rather than using the entire file, for example: Your secret is (.+)
+    ##   - type: oauth
+    ##     url (required): The token endpoint.
+    ##     client_id (required): The client identifier.
+    ##     client_secret (required): The client secret.
+    ##     basic_auth: Whether the provider expects credentials to be transmitted in
+    ##                 an HTTP Basic Auth header. The default is: false
+    ##     options: Mapping of additional options to pass to the provider, such as the audience
+    ##              or the scope. For example:
+    ##                 options:
+    ##                   audience: https://example.com
+    ##                   scope: read:example
+    ##
+    ## The available writers are:
+    ##
+    ##   - type: header
+    ##     name (required): The name of the field, for example: Authorization
+    ##     value: The template value, for example `Bearer <TOKEN>`. The default is: <TOKEN>
+    ##     placeholder: The substring in `value` to replace with the token, defaults to: <TOKEN>
+    #
+    # auth_token:
+    #   reader:
+    #     type: <READER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+    #   writer:
+    #     type: <WRITER_TYPE>
+    #     <OPTION_1>: <VALUE_1>
+    #     <OPTION_2>: <VALUE_2>
+
+    ## @param aws_region - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the region.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_region: <AWS_REGION>
+
+    ## @param aws_host - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the host.
+    ## This only needs the hostname and does not require the protocol (HTTP, HTTPS, and more).
+    ## For example, if connecting to https://us-east-1.amazonaws.com/, set `aws_host` to `us-east-1.amazonaws.com`.
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_host: <AWS_HOST>
+
+    ## @param aws_service - string - optional
+    ## If your services require AWS Signature Version 4 signing, set the service code. For a list
+    ## of available service codes, see https://docs.aws.amazon.com/general/latest/gr/rande.html
+    ##
+    ## Note: This setting is not necessary for official integrations.
+    ##
+    ## See https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html
+    #
+    # aws_service: <AWS_SERVICE>
+
+    ## @param tls_verify - boolean - optional - default: true
+    ## Instructs the check to validate the TLS certificate of services.
+    #
+    # tls_verify: true
+
+    ## @param tls_use_host_header - boolean - optional - default: false
+    ## If a `Host` header is set, this enables its use for SNI (matching against the TLS certificate CN or SAN).
+    #
+    # tls_use_host_header: false
+
+    ## @param tls_ignore_warning - boolean - optional - default: false
+    ## If `tls_verify` is disabled, security warnings are logged by the check.
+    ## Disable those by setting `tls_ignore_warning` to true.
+    #
+    # tls_ignore_warning: false
+
+    ## @param tls_cert - string - optional
+    ## The path to a single file in PEM format containing a certificate as well as any
+    ## number of CA certificates needed to establish the certificate's authenticity for
+    ## use when connecting to services. It may also contain an unencrypted private key to use.
+    #
+    # tls_cert: <CERT_PATH>
+
+    ## @param tls_private_key - string - optional
+    ## The unencrypted private key to use for `tls_cert` when connecting to services. This is
+    ## required if `tls_cert` is set and it does not already contain a private key.
+    #
+    # tls_private_key: <PRIVATE_KEY_PATH>
+
+    ## @param tls_ca_cert - string - optional
+    ## The path to a file of concatenated CA certificates in PEM format or a directory
+    ## containing several CA certificates in PEM format. If a directory, the directory
+    ## must have been processed using the `openssl rehash` command. See:
+    ## https://www.openssl.org/docs/man3.2/man1/c_rehash.html
+    #
+    # tls_ca_cert: <CA_CERT_PATH>
+
+    ## @param tls_protocols_allowed - list of strings - optional
+    ## The expected versions of TLS/SSL when fetching intermediate certificates.
+    ## Only `SSLv3`, `TLSv1.2`, `TLSv1.3` are allowed by default. The possible values are:
+    ##   SSLv3
+    ##   TLSv1
+    ##   TLSv1.1
+    ##   TLSv1.2
+    ##   TLSv1.3
+    #
+    # tls_protocols_allowed:
+    #   - SSLv3
+    #   - TLSv1.2
+    #   - TLSv1.3
+
+    ## @param headers - mapping - optional
+    ## The headers parameter allows you to send specific headers with every request.
+    ## You can use it for explicitly specifying the host header or adding headers for
+    ## authorization purposes.
+    ##
+    ## This overrides any default headers.
+    #
+    # headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param extra_headers - mapping - optional
+    ## Additional headers to send with every request.
+    #
+    # extra_headers:
+    #   Host: <ALTERNATIVE_HOSTNAME>
+    #   X-Auth-Token: <AUTH_TOKEN>
+
+    ## @param timeout - number - optional - default: 10
+    ## The timeout for accessing services.
+    ##
+    ## This overrides the `timeout` setting in `init_config`.
+    #
+    # timeout: 10
+
+    ## @param connect_timeout - number - optional
+    ## The connect timeout for accessing services. Defaults to `timeout`.
+    #
+    # connect_timeout: <CONNECT_TIMEOUT>
+
+    ## @param read_timeout - number - optional
+    ## The read timeout for accessing services. Defaults to `timeout`.
+    #
+    # read_timeout: <READ_TIMEOUT>
+
+    ## @param request_size - number - optional - default: 16
+    ## The number of kibibytes (KiB) to read from streaming HTTP responses at a time.
+    #
+    # request_size: 16
+
+    ## @param log_requests - boolean - optional - default: false
+    ## Whether or not to debug log the HTTP(S) requests made, including the method and URL.
+    #
+    # log_requests: false
+
+    ## @param persist_connections - boolean - optional - default: false
+    ## Whether or not to persist cookies and use connection pooling for improved performance.
+    #
+    # persist_connections: false
+
+    ## @param allow_redirects - boolean - optional - default: true
+    ## Whether or not to allow URL redirection.
+    #
+    # allow_redirects: true
+
+    ## @param tags - list of strings - optional
+    ## A list of tags to attach to every metric and service check emitted by this instance.
+    ##
+    ## Learn more about tagging at https://docs.datadoghq.com/tagging
+    #
+    # tags:
+    #   - <KEY_1>:<VALUE_1>
+    #   - <KEY_2>:<VALUE_2>
+
+    ## @param service - string - optional
+    ## Attach the tag `service:<SERVICE>` to every metric, event, and service check emitted by this integration.
+    ##
+    ## Overrides any `service` defined in the `init_config` section.
+    #
+    # service: <SERVICE>
+
+    ## @param min_collection_interval - number - optional - default: 15
+    ## This changes the collection interval of the check. For more information, see:
+    ## https://docs.datadoghq.com/developers/write_agent_check/#collection-interval
+    #
+    # min_collection_interval: 15
+
+    ## @param empty_default_hostname - boolean - optional - default: false
+    ## This forces the check to send metrics with no hostname.
+    ##
+    ## This is useful for cluster-level checks.
+    #
+    # empty_default_hostname: false
+
+    ## @param metric_patterns - mapping - optional
+    ## A mapping of metrics to include or exclude, with each entry being a regular expression.
+    ##
+    ## Metrics defined in `exclude` will take precedence in case of overlap.
+    #
+    # metric_patterns:
+    #   include:
+    #   - <INCLUDE_REGEX>
+    #   exclude:
+    #   - <EXCLUDE_REGEX>
diff --git a/supabase/datadog_checks/supabase/metrics.py b/supabase/datadog_checks/supabase/metrics.py
new file mode 100644
index 0000000000000..3b772fc0f7ee3
--- /dev/null
+++ b/supabase/datadog_checks/supabase/metrics.py
@@ -0,0 +1,286 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.checks.openmetrics.v2.metrics import DEFAULT_GO_METRICS
+
+# https://argo-cd.readthedocs.io/en/stable/operator-manual/metrics/
+PRIVELEGED_METRICS = {
+    'auth_users_user_count': 'auth_users.user_count',
+    'db_sql_connection_closed_max_idle_time': 'db.sql.connection_closed_max_idle_time',
+    'db_sql_connection_closed_max_idle': 'db.sql.connection_closed_max_idle',
+    'db_sql_connection_closed_max_lifetime': 'db.sql.connection_closed_max_lifetime',
+    'db_sql_connection_max_open': 'db.sql.connection_max_open',
+    'db_sql_connection_open': 'db.sql.connection_open',
+    'db_sql_connection_wait_duration_milliseconds': 'db.sql.connection_wait_duration',
+    'db_sql_connection_wait': 'db.sql.connection_wait',
+    'db_transmit_bytes': 'db.transmit_bytes',
+    'go_memstats_last_gc_time_seconds': {
+        'name': 'go.memstats.last_gc_time.seconds',
+        'type': 'time_elapsed',
+    },
+    'http_server_duration_milliseconds': 'http.server.duration',
+    'http_server_request_size_bytes': 'http.server.request.size_bytes',
+    'http_server_response_size_bytes': 'http.server.response.size_bytes',
+    'http_status_codes': 'http.status_codes',
+    'node_cpu_guest_seconds': 'node.cpu.guest_seconds',
+    'node_cpu_seconds': 'node.cpu.seconds',
+    'node_disk_discard_time_seconds': 'node.disk.discard_time_seconds',
+    'node_disk_discarded_sectors': 'node.disk.discarded_sectors',
+    'node_disk_discards_completed': 'node.disk.discards_completed',
+    'node_disk_discards_merged': 'node.disk.discards_merged',
+    'node_disk_flush_requests_time_seconds': 'node.disk.flush_requests_time_seconds',
+    'node_disk_flush_requests': 'node.disk.flush_requests',
+    'node_disk_io_now': 'node.disk.io_now',
+    'node_disk_io_time_seconds': 'node.disk.io_time_seconds',
+    'node_disk_io_time_weighted_seconds': 'node.disk.io_time_weighted_seconds',
+    'node_disk_read_bytes': 'node.disk.read_bytes',
+    'node_disk_read_time_seconds': 'node.disk.read_time_seconds',
+    'node_disk_reads_completed': 'node.disk.reads_completed',
+    'node_disk_reads_merged': 'node.disk.reads_merged',
+    'node_disk_write_time_seconds': 'node.disk.write_time_seconds',
+    'node_disk_writes_completed': 'node.disk.writes_completed',
+    'node_disk_writes_merged': 'node.disk.writes_merged',
+    'node_disk_written_bytes': 'node.disk.written_bytes',
+    'node_filesystem_avail_bytes': 'node.filesystem.available_bytes',
+    'node_filesystem_device_error': 'node.filesystem.device_error',
+    'node_filesystem_files': 'node.filesystem.files',
+    'node_filesystem_files_free': 'node.filesystem.files_free',
+    'node_filesystem_free_bytes': 'node.filesystem.free_bytes',
+    'node_filesystem_readonly': 'node.filesystem.readonly',
+    'node_filesystem_size_bytes': 'node.filesystem.size_bytes',
+    'node_load1': 'node.load1',
+    'node_load15': 'node.load15',
+    'node_load5': 'node.load5',
+    'node_memory_Active_anon_bytes': 'node.memory.active_anon_bytes',
+    'node_memory_Active_bytes': 'node.memory.active_bytes',
+    'node_memory_Active_file_bytes': 'node.memory.active_file_bytes',
+    'node_memory_AnonHugePages_bytes': 'node.memory.anon_huge_pages_bytes',
+    'node_memory_AnonPages_bytes': 'node.memory.anon_pages_bytes',
+    'node_memory_Bounce_bytes': 'node.memory.bounce_bytes',
+    'node_memory_Buffers_bytes': 'node.memory.buffers_bytes',
+    'node_memory_Cached_bytes': 'node.memory.cached_bytes',
+    'node_memory_CommitLimit_bytes': 'node.memory.commit_limit_bytes',
+    'node_memory_Committed_AS_bytes': 'node.memory.committed_as_bytes',
+    'node_memory_Dirty_bytes': 'node.memory.dirty_bytes',
+    'node_memory_FileHugePages_bytes': 'node.memory.file_huge_pages_bytes',
+    'node_memory_FilePmdMapped_bytes': 'node.memory.file_pmd_mapped_bytes',
+    'node_memory_HardwareCorrupted_bytes': 'node.memory.hardware_corrupted_bytes',
+    'node_memory_HugePages_Free': 'node.memory.huge_pages_free',
+    'node_memory_HugePages_Rsvd': 'node.memory.huge_pages_reserved',
+    'node_memory_HugePages_Surp': 'node.memory.huge_pages_surp',
+    'node_memory_HugePages_Total': 'node.memory.huge_pages_total',
+    'node_memory_Hugepagesize_bytes': 'node.memory.huge_page_size_bytes',
+    'node_memory_Hugetlb_bytes': 'node.memory.hugetlb_bytes',
+    'node_memory_Inactive_anon_bytes': 'node.memory.inactive_anon_bytes',
+    'node_memory_Inactive_bytes': 'node.memory.inactive_bytes',
+    'node_memory_Inactive_file_bytes': 'node.memory.inactive_file_bytes',
+    'node_memory_KReclaimable_bytes': 'node.memory.kreclaimable_bytes',
+    'node_memory_KernelStack_bytes': 'node.memory.kernel_stack_bytes',
+    'node_memory_Mapped_bytes': 'node.memory.mapped_bytes',
+    'node_memory_MemAvailable_bytes': 'node.memory.mem_available_bytes',
+    'node_memory_MemFree_bytes': 'node.memory.mem_free_bytes',
+    'node_memory_MemTotal_bytes': 'node.memory.mem_total_bytes',
+    'node_memory_Mlocked_bytes': 'node.memory.mlocked_bytes',
+    'node_memory_NFS_Unstable_bytes': 'node.memory.nfs_unstable_bytes',
+    'node_memory_PageTables_bytes': 'node.memory.page_tables_bytes',
+    'node_memory_Percpu_bytes': 'node.memory.percpu_bytes',
+    'node_memory_SReclaimable_bytes': 'node.memory.sreclaimable_bytes',
+    'node_memory_SUnreclaim_bytes': 'node.memory.sunreclaim_bytes',
+    'node_memory_ShmemHugePages_bytes': 'node.memory.shmem_huge_pages_bytes',
+    'node_memory_ShmemPmdMapped_bytes': 'node.memory.shmem_pmd_mapped_bytes',
+    'node_memory_Shmem_bytes': 'node.memory.shmem_bytes',
+    'node_memory_Slab_bytes': 'node.memory.slab_bytes',
+    'node_memory_SwapCached_bytes': 'node.memory.swap_cached_bytes',
+    'node_memory_SwapFree_bytes': 'node.memory.swap_free_bytes',
+    'node_memory_SwapTotal_bytes': 'node.memory.swap_total_bytes',
+    'node_memory_Unevictable_bytes': 'node.memory.unevictable_bytes',
+    'node_memory_VmallocChunk_bytes': 'node.memory.vm_alloc_chunk_bytes',
+    'node_memory_VmallocTotal_bytes': 'node.memory.vm_alloc_total_bytes',
+    'node_memory_VmallocUsed_bytes': 'node.memory.vm_alloc_used_bytes',
+    'node_memory_WritebackTmp_bytes': 'node.memory.writeback_tmp_bytes',
+    'node_memory_Writeback_bytes': 'node.memory.writeback_bytes',
+    'node_network_receive_bytes': 'node.network.receive_bytes',
+    'node_network_receive_compressed': 'node.network.receive_compressed',
+    'node_network_receive_drop': 'node.network.receive_drop',
+    'node_network_receive_errs': 'node.network.receive_errors',
+    'node_network_receive_fifo': 'node.network.receive_fifo',
+    'node_network_receive_frame': 'node.network.receive_frame',
+    'node_network_receive_multicast': 'node.network.receive_multicast',
+    'node_network_receive_packets': 'node.network.receive_packets',
+    'node_network_transmit_bytes': 'node.network.transmit_bytes',
+    'node_network_transmit_carrier': 'node.network.transmit_carrier',
+    'node_network_transmit_colls': 'node.network.transmit_colls',
+    'node_network_transmit_compressed': 'node.network.transmit_compressed',
+    'node_network_transmit_drop': 'node.network.transmit_drop',
+    'node_network_transmit_errs': 'node.network.transmit_errors',
+    'node_network_transmit_fifo': 'node.network.transmit_fifo',
+    'node_network_transmit_packets': 'node.network.transmit_packets',
+    'node_scrape_collector_duration_seconds': 'node.scrape.collector_duration_seconds',
+    'node_scrape_collector_success': 'node.scrape.collector_success',
+    # We force type since node.vmstat.* metrics are untyped
+    'node_vmstat_oom_kill': {
+        'name': 'node.vmstat.oom_kill',
+        'type': 'counter',
+    },
+    'node_vmstat_pgfault': {
+        'name': 'node.vmstat.pgfault',
+        'type': 'counter',
+    },
+    'node_vmstat_pgmajfault': {
+        'name': 'node.vmstat.pgmajfault',
+        'type': 'counter',
+    },
+    'node_vmstat_pgpgin': {
+        'name': 'node.vmstat.pgpgin',
+        'type': 'counter',
+    },
+    'node_vmstat_pgpgout': {
+        'name': 'node.vmstat.pgpgout',
+        'type': 'counter',
+    },
+    'node_vmstat_pswpin': {
+        'name': 'node.vmstat.pswpin',
+        'type': 'counter',
+    },
+    'node_vmstat_pswpout': {
+        'name': 'node.vmstat.pswpout',
+        'type': 'counter',
+    },
+    'pg_database_size_bytes': 'pg_database_size.bytes',
+    'pg_database_size_mb': 'pg_database_size.mb',
+    'pg_exporter_last_scrape_duration_seconds': 'pg_exporter.last_scrape_duration_seconds',
+    'pg_exporter_last_scrape_error': 'pg_exporter.last_scrape_error',
+    'pg_exporter_scrapes': 'pg_exporter.scrapes',
+    'pg_exporter_user_queries_load_error': 'pg_exporter.user_queries_load_error',
+    'pg_ls_archive_statusdir_wal_pending_count': 'pg_ls.archive_statusdir_wal_pending_count',
+    'pg_scrape_collector_duration_seconds': 'pg_scrape_collector.duration_seconds',
+    'pg_scrape_collector_success': 'pg_scrape_collector.success',
+    'pg_settings_default_transaction_read_only': 'pg_settings.default_transaction_read_only',
+    'pg_stat_activity_xact_runtime': 'pg_stat_activity.xact_runtime',
+    'pg_stat_bgwriter_buffers_alloc': 'pg_stat_bgwriter.buffers_alloc',
+    'pg_stat_bgwriter_buffers_backend_fsync': 'pg_stat_bgwriter.buffers_backend_fsync',
+    'pg_stat_bgwriter_buffers_backend': 'pg_stat_bgwriter.buffers_backend',
+    'pg_stat_bgwriter_buffers_checkpoint': 'pg_stat_bgwriter.buffers_checkpoint',
+    'pg_stat_bgwriter_buffers_clean': 'pg_stat_bgwriter.buffers_clean',
+    'pg_stat_bgwriter_checkpoint_sync_time': 'pg_stat_bgwriter.checkpoint_sync_time',
+    'pg_stat_bgwriter_checkpoint_write_time': 'pg_stat_bgwriter.checkpoint_write_time',
+    'pg_stat_bgwriter_checkpoints_req': 'pg_stat_bgwriter.checkpoints_req',
+    'pg_stat_bgwriter_checkpoints_timed': 'pg_stat_bgwriter.checkpoints_timed',
+    'pg_stat_bgwriter_maxwritten_clean': 'pg_stat_bgwriter.maxwritten_clean',
+    'pg_stat_bgwriter_stats_reset': 'pg_stat_bgwriter.stats_reset',
+    'pg_stat_database_blks_hit': 'pg_stat_database.blks_hit',
+    'pg_stat_database_blks_read': 'pg_stat_database.blks_read',
+    'pg_stat_database_conflicts_confl_bufferpin': 'pg_stat_database_conflicts.confl_bufferpin',
+    'pg_stat_database_conflicts_confl_deadlock': 'pg_stat_database_conflicts.confl_deadlock',
+    'pg_stat_database_conflicts_confl_lock': 'pg_stat_database_conflicts.confl_lock',
+    'pg_stat_database_conflicts_confl_snapshot': 'pg_stat_database_conflicts.confl_snapshot',
+    'pg_stat_database_conflicts_confl_tablespace': 'pg_stat_database_conflicts.confl_tablespace',
+    'pg_stat_database_conflicts': 'pg_stat_database.conflicts',
+    'pg_stat_database_deadlocks': 'pg_stat_database.deadlocks',
+    'pg_stat_database_most_recent_reset': 'pg_stat_database.most_recent_reset',
+    'pg_stat_database_num_backends': 'pg_stat_database.num_backends',
+    'pg_stat_database_temp_bytes': 'pg_stat_database.temp_bytes',
+    'pg_stat_database_temp_files': 'pg_stat_database.temp_files',
+    'pg_stat_database_tup_deleted': 'pg_stat_database.tup_deleted',
+    'pg_stat_database_tup_fetched': 'pg_stat_database.tup_fetched',
+    'pg_stat_database_tup_inserted': 'pg_stat_database.tup_inserted',
+    'pg_stat_database_tup_returned': 'pg_stat_database.tup_returned',
+    'pg_stat_database_tup_updated': 'pg_stat_database.tup_updated',
+    'pg_stat_database_xact_commit': 'pg_stat_database.xact_commit',
+    'pg_stat_database_xact_rollback': 'pg_stat_database.xact_rollback',
+    'pg_stat_replication_replay_lag': 'pg_stat_replication.replay_lag',
+    'pg_stat_replication_send_lag': 'pg_stat_replication.send_lag',
+    'pg_stat_statements_total_queries': 'pg_stat_statements.total_queries',
+    'pg_stat_statements_total_time_seconds': 'pg_stat_statements.total_time_seconds',
+    'pg_status_in_recovery': 'pg_status.in_recovery',
+    'pg_up': 'pg.up',
+    'pg_wal_size_mb': 'pg_wal.size',
+    'pgrst_db_pool_available': 'pgrst.db_pool.available_connections',
+    'pgrst_db_pool_max': 'pgrst.db_pool.max_connections',
+    'pgrst_db_pool_timeouts': 'pgrst.db_pool.connection_timeouts',
+    'pgrst_db_pool_waiting': 'pgrst.db_pool.requests_waiting',
+    'pgrst_schema_cache_loads': 'pgrst.schema_cache.loads',
+    'pgrst_schema_cache_query_time_seconds': 'pgrst.schema_cache.query_time_seconds',
+    'physical_replication_lag_is_connected_to_primary': 'physical_replication_lag.is_connected_to_primary',
+    'physical_replication_lag_is_wal_replay_paused': 'physical_replication_lag.is_wal_replay_paused',
+    'physical_replication_lag_physical_replication_lag_seconds': 'physical_replication_lag.seconds',
+    'postgres_exporter_build_info': 'postgres_exporter.build_info',
+    'postgres_exporter_config_last_reload_success_timestamp_seconds': 'postgres_exporter.config_last_reload_success_timestamp_seconds',  # noqa: E501
+    'postgres_exporter_config_last_reload_successful': 'postgres_exporter.config_last_reload_successful',
+    'postgresql_restarts': 'postgresql.restarts',
+    'process_start_time_seconds': {
+        'name': 'process.start_time.seconds',
+        'type': 'time_elapsed',
+    },
+    'process_runtime_go_mem_live_objects': 'process.runtime.go_mem_live_objects',
+    'promhttp_metric_handler_requests_in_flight': 'promhttp_metric_handler.requests_in_flight',
+    'promhttp_metric_handler_requests': 'promhttp_metric_handler.requests',
+    'realtime_postgres_changes_client_subscriptions': 'realtime_postgres_changes.client_subscriptions',
+    'realtime_postgres_changes_total_subscriptions': 'realtime_postgres_changes.total_subscriptions',
+    'replication_slots_max_lag_bytes': 'pg_replication_slots.max_lag_bytes',
+    'runtime_uptime_milliseconds': {'name': 'runtime.uptime_milliseconds', 'type': 'time_elapsed'},
+    'storage_storage_size_mb': 'storage.storage_size',
+    'supabase_usage_metrics_user_queries': 'usage_metrics.user_queries',
+}
+
+STORAGE_API_METRICS = [
+    {
+        'storage_api_upload_started': 'upload_started',
+        'storage_api_upload_success': 'upload_success',
+        'storage_api_database_query_performance': 'database_query_performance',
+        'storage_api_queue_job_scheduled': 'queue.job_scheduled',
+        'storage_api_queue_job_scheduled_time': 'queue.job_scheduled_time',
+        'storage_api_queue_job_completed': 'queue.job_completed',
+        'storage_api_queue_job_retry_failed': 'queue.job_retry_failed',
+        'storage_api_queue_job_error': 'queue.job_error',
+        'storage_api_s3_upload_part': 's3_upload_part',
+        'storage_api_db_pool': 'db_pool',
+        'storage_api_db_connections': 'db_connections',
+        'storage_api_http_pool_busy_sockets': 'http_pool.busy_sockets',
+        'storage_api_http_pool_free_sockets': 'http_pool.free_sockets',
+        'storage_api_http_pool_requests': 'http_pool.requests',
+        'storage_api_http_pool_errors': 'http_pool.errors',
+        'storage_api_http_request_summary_seconds': 'http_request.summary_seconds',
+        'storage_api_http_request_duration_seconds': 'http_request.duration_seconds',
+        'storage_api_process_cpu_seconds': 'process_cpu.seconds',
+        'storage_api_process_cpu_system_seconds': 'process_cpu.system.seconds',
+        'storage_api_process_cpu_user_seconds': 'process_cpu.user.seconds',
+        'storage_api_process_start_time_seconds': {
+            'name': 'process.uptime.seconds',
+            'type': 'time_elapsed',
+        },
+        'storage_api_process_resident_memory_bytes': 'process.resident_memory.bytes',
+        'storage_api_process_virtual_memory_bytes': 'process.virtual_memory.bytes',
+        'storage_api_process_heap_bytes': 'process.heap_bytes',
+        'storage_api_process_open_fds': 'process.open_fds',
+        'storage_api_process_max_fds': 'process.max_fds',
+        'storage_api_nodejs_eventloop_lag_seconds': 'nodejs.eventloop_lag.seconds',
+        'storage_api_nodejs_eventloop_lag_min_seconds': 'nodejs_eventloop_lag.min_seconds',
+        'storage_api_nodejs_eventloop_lag_max_seconds': 'nodejs.eventloop_lag.max_seconds',
+        'storage_api_nodejs_eventloop_lag_mean_seconds': 'nodejs.eventloop_lag.mean_seconds',
+        'storage_api_nodejs_eventloop_lag_stddev_seconds': 'nodejs.eventloop_lag.stddev_seconds',
+        'storage_api_nodejs_eventloop_lag_p50_seconds': 'nodejs.eventloop_lag.p50_seconds',
+        'storage_api_nodejs_eventloop_lag_p90_seconds': 'nodejs.eventloop_lag.p90_seconds',
+        'storage_api_nodejs_eventloop_lag_p99_seconds': 'nodejs.eventloop_lag.p99_seconds',
+        'storage_api_nodejs_active_resources': 'nodejs.active_resources',
+        'storage_api_nodejs_active_resources_total': 'nodejs.active_resources.total',
+        'storage_api_nodejs_active_handles': 'nodejs.active_handles',
+        'storage_api_nodejs_active_handles_total': 'nodejs.active_handles.total',
+        'storage_api_nodejs_active_requests': 'nodejs.active_requests',
+        'storage_api_nodejs_active_requests_total': 'nodejs.active_requests.total',
+        'storage_api_nodejs_gc_duration_seconds': 'nodejs.gc_duration.seconds',
+        'storage_api_nodejs_heap_size_total_bytes': 'nodejs.heap_size.total_bytes',
+        'storage_api_nodejs_heap_size_used_bytes': 'nodejs.heap_size.used_bytes',
+        'storage_api_nodejs_external_memory_bytes': 'nodejs.external_memory.bytes',
+        'storage_api_nodejs_heap_space_size_total_bytes': 'nodejs.heap_space_size.total_bytes',
+        'storage_api_nodejs_heap_space_size_used_bytes': 'nodejs.heap_space_size.used_bytes',
+        'storage_api_nodejs_heap_space_size_available_bytes': 'nodejs.heap_space_size.available_bytes',
+        'storage_api_nodejs_version_info': 'nodejs.version_info',
+    }
+]
+
+RENAME_LABELS_MAP = {
+    'version': 'component_version',
+}
+
+SUPABASE_METRICS = [{**DEFAULT_GO_METRICS, **PRIVELEGED_METRICS}]
diff --git a/supabase/hatch.toml b/supabase/hatch.toml
new file mode 100644
index 0000000000000..c85c5f07a7df2
--- /dev/null
+++ b/supabase/hatch.toml
@@ -0,0 +1,4 @@
+[env.collectors.datadog-checks]
+
+[[envs.default.matrix]]
+python = ["3.12"]
diff --git a/supabase/manifest.json b/supabase/manifest.json
new file mode 100644
index 0000000000000..8f0168564f6d4
--- /dev/null
+++ b/supabase/manifest.json
@@ -0,0 +1,55 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "f22fec2a-ff0a-4380-8ddf-3348f1e7ff15",
+  "app_id": "supabase",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "<FILL IN - A brief description of what this offering provides>",
+    "title": "Supabase",
+    "media": [],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Metrics",
+      "Category::Kubernetes",
+      "Category::Security",
+      "Submitted Data Type::Metrics",
+      "Offering::Integration"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 34976974,
+      "source_type_name": "Supabase",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "supabase.",
+        "check": "supabase.pg.up",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+        "Supabase Overview": "assets/dashboards/supabase_overview.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/supabase/metadata.csv b/supabase/metadata.csv
new file mode 100644
index 0000000000000..3743e4ad09e3f
--- /dev/null
+++ b/supabase/metadata.csv
@@ -0,0 +1,268 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+supabase.auth_users.user_count,gauge,,,,,0,supabase,,,
+supabase.db.sql.connection_closed_max_idle.count,count,,,,,0,supabase,,,
+supabase.db.sql.connection_closed_max_idle_time.count,count,,,,,0,supabase,,,
+supabase.db.sql.connection_closed_max_lifetime.count,count,,,,,0,supabase,,,
+supabase.db.sql.connection_max_open,gauge,,,,,0,supabase,,,
+supabase.db.sql.connection_open,gauge,,,,,0,supabase,,,
+supabase.db.sql.connection_wait.count,count,,,,,0,supabase,,,
+supabase.db.sql.connection_wait_duration.count,count,,,,,0,supabase,,,
+supabase.db.transmit_bytes.count,count,,,,,0,supabase,,,
+supabase.go.gc.duration.seconds.count,count,,,,,0,supabase,,,
+supabase.go.gc.duration.seconds.quantile,gauge,,,,,0,supabase,,,
+supabase.go.gc.duration.seconds.sum,count,,,,,0,supabase,,,
+supabase.go.goroutines,gauge,,,,,0,supabase,,,
+supabase.go.memstats.alloc_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.alloc_bytes.count,count,,,,,0,supabase,,,
+supabase.go.memstats.buck_hash.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.frees.count,count,,,,,0,supabase,,,
+supabase.go.memstats.gc.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.alloc_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.idle_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.inuse_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.objects,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.released_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.heap.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.last_gc_time.seconds,gauge,,,,,0,supabase,,,
+supabase.go.memstats.lookups.count,count,,,,,0,supabase,,,
+supabase.go.memstats.mallocs.count,count,,,,,0,supabase,,,
+supabase.go.memstats.mcache.inuse_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.mcache.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.mspan.inuse_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.mspan.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.next.gc_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.other.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.stack.inuse_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.stack.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.memstats.sys_bytes,gauge,,,,,0,supabase,,,
+supabase.go.threads,gauge,,,,,0,supabase,,,
+supabase.http.server.duration.bucket,count,,,,,0,supabase,,,
+supabase.http.server.duration.count,count,,,,,0,supabase,,,
+supabase.http.server.duration.sum,count,,,,,0,supabase,,,
+supabase.http.server.request.size_bytes.count,count,,,,,0,supabase,,,
+supabase.http.server.response.size_bytes.count,count,,,,,0,supabase,,,
+supabase.http.status_codes.count,count,,,,,0,supabase,,,
+supabase.node.cpu.guest_seconds.count,count,,,,,0,supabase,,,
+supabase.node.cpu.seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.discard_time_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.discarded_sectors.count,count,,,,,0,supabase,,,
+supabase.node.disk.discards_completed.count,count,,,,,0,supabase,,,
+supabase.node.disk.discards_merged.count,count,,,,,0,supabase,,,
+supabase.node.disk.flush_requests.count,count,,,,,0,supabase,,,
+supabase.node.disk.flush_requests_time_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.io_now,gauge,,,,,0,supabase,,,
+supabase.node.disk.io_time_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.io_time_weighted_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.read_bytes.count,count,,,,,0,supabase,,,
+supabase.node.disk.read_time_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.reads_completed.count,count,,,,,0,supabase,,,
+supabase.node.disk.reads_merged.count,count,,,,,0,supabase,,,
+supabase.node.disk.write_time_seconds.count,count,,,,,0,supabase,,,
+supabase.node.disk.writes_completed.count,count,,,,,0,supabase,,,
+supabase.node.disk.writes_merged.count,count,,,,,0,supabase,,,
+supabase.node.disk.written_bytes.count,count,,,,,0,supabase,,,
+supabase.node.filesystem.available_bytes,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.device_error,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.files,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.files_free,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.free_bytes,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.readonly,gauge,,,,,0,supabase,,,
+supabase.node.filesystem.size_bytes,gauge,,,,,0,supabase,,,
+supabase.node.load1,gauge,,,,,0,supabase,,,
+supabase.node.load15,gauge,,,,,0,supabase,,,
+supabase.node.load5,gauge,,,,,0,supabase,,,
+supabase.node.memory.active_anon_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.active_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.active_file_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.anon_huge_pages_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.anon_pages_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.bounce_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.buffers_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.cached_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.commit_limit_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.committed_as_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.dirty_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.file_huge_pages_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.file_pmd_mapped_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.hardware_corrupted_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.huge_page_size_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.huge_pages_free,gauge,,,,,0,supabase,,,
+supabase.node.memory.huge_pages_reserved,gauge,,,,,0,supabase,,,
+supabase.node.memory.huge_pages_surp,gauge,,,,,0,supabase,,,
+supabase.node.memory.huge_pages_total,gauge,,,,,0,supabase,,,
+supabase.node.memory.hugetlb_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.inactive_anon_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.inactive_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.inactive_file_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.kernel_stack_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.kreclaimable_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.mapped_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.mem_available_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.mem_free_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.mem_total_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.mlocked_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.nfs_unstable_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.page_tables_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.percpu_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.shmem_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.shmem_huge_pages_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.shmem_pmd_mapped_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.slab_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.sreclaimable_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.sunreclaim_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.swap_cached_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.swap_free_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.swap_total_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.unevictable_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.vm_alloc_chunk_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.vm_alloc_total_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.vm_alloc_used_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.writeback_bytes,gauge,,,,,0,supabase,,,
+supabase.node.memory.writeback_tmp_bytes,gauge,,,,,0,supabase,,,
+supabase.node.network.receive_bytes.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_compressed.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_drop.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_errors.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_fifo.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_frame.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_multicast.count,count,,,,,0,supabase,,,
+supabase.node.network.receive_packets.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_bytes.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_carrier.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_colls.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_compressed.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_drop.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_errors.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_fifo.count,count,,,,,0,supabase,,,
+supabase.node.network.transmit_packets.count,count,,,,,0,supabase,,,
+supabase.node.scrape.collector_duration_seconds,gauge,,,,,0,supabase,,,
+supabase.node.scrape.collector_success,gauge,,,,,0,supabase,,,
+supabase.node.vmstat.oom_kill.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pgfault.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pgmajfault.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pgpgin.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pgpgout.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pswpin.count,count,,,,,0,supabase,,,
+supabase.node.vmstat.pswpout.count,count,,,,,0,supabase,,,
+supabase.pg.up,gauge,,,,,0,supabase,,,
+supabase.pg_database_size.bytes,gauge,,,,,0,supabase,,,
+supabase.pg_database_size.mb,gauge,,,,,0,supabase,,,
+supabase.pg_exporter.last_scrape_duration_seconds,gauge,,,,,0,supabase,,,
+supabase.pg_exporter.last_scrape_error,gauge,,,,,0,supabase,,,
+supabase.pg_exporter.scrapes.count,count,,,,,0,supabase,,,
+supabase.pg_exporter.user_queries_load_error,gauge,,,,,0,supabase,,,
+supabase.pg_ls.archive_statusdir_wal_pending_count.count,count,,,,,0,supabase,,,
+supabase.pg_replication_slots.max_lag_bytes,gauge,,,,,0,supabase,,,
+supabase.pg_scrape_collector.duration_seconds,gauge,,,,,0,supabase,,,
+supabase.pg_scrape_collector.success,gauge,,,,,0,supabase,,,
+supabase.pg_settings.default_transaction_read_only,gauge,,,,,0,supabase,,,
+supabase.pg_stat_activity.xact_runtime,gauge,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.buffers_alloc.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.buffers_backend.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.buffers_backend_fsync.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.buffers_checkpoint.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.buffers_clean.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.checkpoint_sync_time.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.checkpoint_write_time.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.checkpoints_req.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.checkpoints_timed.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.maxwritten_clean.count,count,,,,,0,supabase,,,
+supabase.pg_stat_bgwriter.stats_reset.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.blks_hit.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.blks_read.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.conflicts.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.deadlocks.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.num_backends,gauge,,,,,0,supabase,,,
+supabase.pg_stat_database.temp_bytes.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.temp_files.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.tup_deleted.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.tup_fetched.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.tup_inserted.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.tup_returned.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.tup_updated.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.xact_commit.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database.xact_rollback.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database_conflicts.confl_bufferpin.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database_conflicts.confl_deadlock.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database_conflicts.confl_lock.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database_conflicts.confl_snapshot.count,count,,,,,0,supabase,,,
+supabase.pg_stat_database_conflicts.confl_tablespace.count,count,,,,,0,supabase,,,
+supabase.pg_stat_statements.total_queries.count,count,,,,,0,supabase,,,
+supabase.pg_stat_statements.total_time_seconds.count,count,,,,,0,supabase,,,
+supabase.pg_status.in_recovery,gauge,,,,,0,supabase,,,
+supabase.pg_wal.size,gauge,,,,,0,supabase,,,
+supabase.pgrst.db_pool.available_connections,gauge,,,,,0,supabase,,,
+supabase.pgrst.db_pool.connection_timeouts.count,count,,,,,0,supabase,,,
+supabase.pgrst.db_pool.max_connections,gauge,,,,,0,supabase,,,
+supabase.pgrst.db_pool.requests_waiting,gauge,,,,,0,supabase,,,
+supabase.pgrst.schema_cache.loads.count,count,,,,,0,supabase,,,
+supabase.pgrst.schema_cache.query_time_seconds,gauge,,,,,0,supabase,,,
+supabase.physical_replication_lag.is_connected_to_primary,gauge,,,,,0,supabase,,,
+supabase.physical_replication_lag.is_wal_replay_paused,gauge,,,,,0,supabase,,,
+supabase.physical_replication_lag.seconds,gauge,,,,,0,supabase,,,
+supabase.postgres_exporter.build_info,gauge,,,,,0,supabase,,,
+supabase.postgres_exporter.config_last_reload_success_timestamp_seconds,gauge,,,,,0,supabase,,,
+supabase.postgres_exporter.config_last_reload_successful,gauge,,,,,0,supabase,,,
+supabase.postgresql.restarts.count,count,,,,,0,supabase,,,
+supabase.process.cpu.seconds.count,count,,,,,0,supabase,,,
+supabase.process.max_fds,gauge,,,,,0,supabase,,,
+supabase.process.open_fds,gauge,,,,,0,supabase,,,
+supabase.process.resident_memory.bytes,gauge,,,,,0,supabase,,,
+supabase.process.runtime.go_mem_live_objects,gauge,,,,,0,supabase,,,
+supabase.process.start_time.seconds,gauge,,,,,0,supabase,,,
+supabase.process.virtual_memory.bytes,gauge,,,,,0,supabase,,,
+supabase.process.virtual_memory.max_bytes,gauge,,,,,0,supabase,,,
+supabase.promhttp_metric_handler.requests.count,count,,,,,0,supabase,,,
+supabase.promhttp_metric_handler.requests_in_flight,gauge,,,,,0,supabase,,,
+supabase.realtime_postgres_changes.client_subscriptions,gauge,,,,,0,supabase,,,
+supabase.realtime_postgres_changes.total_subscriptions,gauge,,,,,0,supabase,,,
+supabase.runtime.uptime_milliseconds,gauge,,,,,0,supabase,,,
+supabase.storage.storage_size,gauge,,,,,0,supabase,,,
+supabase.storage_api.database_query_performance.bucket,count,,,,,0,supabase,,,
+supabase.storage_api.database_query_performance.count,count,,,,,0,supabase,,,
+supabase.storage_api.database_query_performance.sum,count,,,,,0,supabase,,,
+supabase.storage_api.db_connections,gauge,,,,,0,supabase,,,
+supabase.storage_api.db_pool,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_pool.busy_sockets,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_pool.errors,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_pool.free_sockets,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_pool.requests,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_request.duration_seconds.bucket,count,,,,,0,supabase,,,
+supabase.storage_api.http_request.duration_seconds.count,count,,,,,0,supabase,,,
+supabase.storage_api.http_request.duration_seconds.sum,count,,,,,0,supabase,,,
+supabase.storage_api.http_request.summary_seconds.count,count,,,,,0,supabase,,,
+supabase.storage_api.http_request.summary_seconds.quantile,gauge,,,,,0,supabase,,,
+supabase.storage_api.http_request.summary_seconds.sum,count,,,,,0,supabase,,,
+supabase.storage_api.nodejs.active_handles,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.active_handles.total,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.active_requests.total,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.active_resources,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.active_resources.total,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.max_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.mean_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.p50_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.p90_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.p99_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.eventloop_lag.stddev_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.external_memory.bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.gc_duration.seconds.bucket,count,,,,,0,supabase,,,
+supabase.storage_api.nodejs.gc_duration.seconds.count,count,,,,,0,supabase,,,
+supabase.storage_api.nodejs.gc_duration.seconds.sum,count,,,,,0,supabase,,,
+supabase.storage_api.nodejs.heap_size.total_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.heap_size.used_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.heap_space_size.available_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.heap_space_size.total_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.heap_space_size.used_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs.version_info,gauge,,,,,0,supabase,,,
+supabase.storage_api.nodejs_eventloop_lag.min_seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.heap_bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.max_fds,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.open_fds,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.resident_memory.bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.uptime.seconds,gauge,,,,,0,supabase,,,
+supabase.storage_api.process.virtual_memory.bytes,gauge,,,,,0,supabase,,,
+supabase.storage_api.process_cpu.seconds.count,count,,,,,0,supabase,,,
+supabase.storage_api.process_cpu.system.seconds.count,count,,,,,0,supabase,,,
+supabase.storage_api.process_cpu.user.seconds.count,count,,,,,0,supabase,,,
+supabase.usage_metrics.user_queries.count,count,,,,,0,supabase,,,
diff --git a/supabase/pyproject.toml b/supabase/pyproject.toml
new file mode 100644
index 0000000000000..de884876b82f1
--- /dev/null
+++ b/supabase/pyproject.toml
@@ -0,0 +1,60 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-supabase"
+description = "The supabase check"
+readme = "README.md"
+license = "BSD-3-Clause"
+requires-python = ">=3.12"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "supabase",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=37.0.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/supabase/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/supabase",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/supabase/tests/__init__.py b/supabase/tests/__init__.py
new file mode 100644
index 0000000000000..9103122bf028d
--- /dev/null
+++ b/supabase/tests/__init__.py
@@ -0,0 +1,3 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
diff --git a/supabase/tests/common.py b/supabase/tests/common.py
new file mode 100644
index 0000000000000..502578ef204bb
--- /dev/null
+++ b/supabase/tests/common.py
@@ -0,0 +1,315 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import os
+
+from datadog_checks.dev import get_docker_hostname, get_here
+
+HERE = get_here()
+HOST = get_docker_hostname()
+PRIVELEGED_METRICS_PORT = 8000
+STORAGE_API_PORT = 9000
+
+
+def get_fixture_path(filename):
+    return os.path.join(HERE, 'fixtures', filename)
+
+
+MOCKED_INSTANCE = {
+    "privileged_metrics_endpoint": f"http://{HOST}:{PRIVELEGED_METRICS_PORT}/metrics",
+    "storage_api_endpoint": f"http://{HOST}:{STORAGE_API_PORT}/metrics",
+    "tags": ['test:test'],
+}
+
+COMPOSE_FILE = os.path.join(HERE, 'docker', 'docker-compose.yaml')
+
+PRIVILEGED_METRICS_INSTANCE = {
+    "privileged_metrics_endpoint": f"http://{HOST}:{PRIVELEGED_METRICS_PORT}/metrics",
+    "tags": ['test:test'],
+}
+
+STORAGE_API_INSTANCE = {
+    "storage_api_endpoint": f"http://{HOST}:{STORAGE_API_PORT}/metrics",
+    "tags": ['test:test'],
+}
+
+COMPOSE_FILE = os.path.join(HERE, 'docker', 'docker-compose.yaml')
+
+(
+    PRIVILEGED_METRICS_NAMESPACE,
+    STORAGE_API_METRICS_NAMESPACE,
+) = [
+    'supabase',
+    'supabase.storage_api',
+]
+
+PRIVILEGED_METRICS = [
+    'supabase.auth_users.user_count',
+    'supabase.db.sql.connection_closed_max_idle.count',
+    'supabase.db.sql.connection_closed_max_idle_time.count',
+    'supabase.db.sql.connection_closed_max_lifetime.count',
+    'supabase.db.sql.connection_max_open',
+    'supabase.db.sql.connection_open',
+    'supabase.db.sql.connection_wait.count',
+    'supabase.db.sql.connection_wait_duration.count',
+    'supabase.db.transmit_bytes.count',
+    'supabase.go.gc.duration.seconds.count',
+    'supabase.go.gc.duration.seconds.quantile',
+    'supabase.go.gc.duration.seconds.sum',
+    'supabase.go.goroutines',
+    'supabase.go.memstats.alloc_bytes',
+    'supabase.go.memstats.alloc_bytes.count',
+    'supabase.go.memstats.buck_hash.sys_bytes',
+    'supabase.go.memstats.frees.count',
+    'supabase.go.memstats.gc.sys_bytes',
+    'supabase.go.memstats.heap.alloc_bytes',
+    'supabase.go.memstats.heap.idle_bytes',
+    'supabase.go.memstats.heap.inuse_bytes',
+    'supabase.go.memstats.heap.objects',
+    'supabase.go.memstats.heap.released_bytes',
+    'supabase.go.memstats.heap.sys_bytes',
+    'supabase.go.memstats.last_gc_time.seconds',
+    'supabase.go.memstats.lookups.count',
+    'supabase.go.memstats.mallocs.count',
+    'supabase.go.memstats.mcache.inuse_bytes',
+    'supabase.go.memstats.mcache.sys_bytes',
+    'supabase.go.memstats.mspan.inuse_bytes',
+    'supabase.go.memstats.mspan.sys_bytes',
+    'supabase.go.memstats.next.gc_bytes',
+    'supabase.go.memstats.other.sys_bytes',
+    'supabase.go.memstats.stack.inuse_bytes',
+    'supabase.go.memstats.stack.sys_bytes',
+    'supabase.go.memstats.sys_bytes',
+    'supabase.go.threads',
+    'supabase.http.server.duration.bucket',
+    'supabase.http.server.duration.count',
+    'supabase.http.server.duration.sum',
+    'supabase.http.server.request.size_bytes.count',
+    'supabase.http.server.response.size_bytes.count',
+    'supabase.http.status_codes.count',
+    'supabase.node.cpu.guest_seconds.count',
+    'supabase.node.cpu.seconds.count',
+    'supabase.node.disk.discard_time_seconds.count',
+    'supabase.node.disk.discarded_sectors.count',
+    'supabase.node.disk.discards_completed.count',
+    'supabase.node.disk.discards_merged.count',
+    'supabase.node.disk.flush_requests.count',
+    'supabase.node.disk.flush_requests_time_seconds.count',
+    'supabase.node.disk.io_now',
+    'supabase.node.disk.io_time_seconds.count',
+    'supabase.node.disk.io_time_weighted_seconds.count',
+    'supabase.node.disk.read_bytes.count',
+    'supabase.node.disk.read_time_seconds.count',
+    'supabase.node.disk.reads_completed.count',
+    'supabase.node.disk.reads_merged.count',
+    'supabase.node.disk.write_time_seconds.count',
+    'supabase.node.disk.writes_completed.count',
+    'supabase.node.disk.writes_merged.count',
+    'supabase.node.disk.written_bytes.count',
+    'supabase.node.filesystem.available_bytes',
+    'supabase.node.filesystem.device_error',
+    'supabase.node.filesystem.files',
+    'supabase.node.filesystem.files_free',
+    'supabase.node.filesystem.free_bytes',
+    'supabase.node.filesystem.readonly',
+    'supabase.node.filesystem.size_bytes',
+    'supabase.node.load1',
+    'supabase.node.load15',
+    'supabase.node.load5',
+    'supabase.node.memory.active_anon_bytes',
+    'supabase.node.memory.active_bytes',
+    'supabase.node.memory.active_file_bytes',
+    'supabase.node.memory.anon_huge_pages_bytes',
+    'supabase.node.memory.anon_pages_bytes',
+    'supabase.node.memory.bounce_bytes',
+    'supabase.node.memory.buffers_bytes',
+    'supabase.node.memory.cached_bytes',
+    'supabase.node.memory.commit_limit_bytes',
+    'supabase.node.memory.committed_as_bytes',
+    'supabase.node.memory.dirty_bytes',
+    'supabase.node.memory.file_huge_pages_bytes',
+    'supabase.node.memory.file_pmd_mapped_bytes',
+    'supabase.node.memory.hardware_corrupted_bytes',
+    'supabase.node.memory.huge_page_size_bytes',
+    'supabase.node.memory.huge_pages_free',
+    'supabase.node.memory.huge_pages_reserved',
+    'supabase.node.memory.huge_pages_surp',
+    'supabase.node.memory.huge_pages_total',
+    'supabase.node.memory.hugetlb_bytes',
+    'supabase.node.memory.inactive_anon_bytes',
+    'supabase.node.memory.inactive_bytes',
+    'supabase.node.memory.inactive_file_bytes',
+    'supabase.node.memory.kernel_stack_bytes',
+    'supabase.node.memory.kreclaimable_bytes',
+    'supabase.node.memory.mapped_bytes',
+    'supabase.node.memory.mem_available_bytes',
+    'supabase.node.memory.mem_free_bytes',
+    'supabase.node.memory.mem_total_bytes',
+    'supabase.node.memory.mlocked_bytes',
+    'supabase.node.memory.nfs_unstable_bytes',
+    'supabase.node.memory.page_tables_bytes',
+    'supabase.node.memory.percpu_bytes',
+    'supabase.node.memory.shmem_bytes',
+    'supabase.node.memory.shmem_huge_pages_bytes',
+    'supabase.node.memory.shmem_pmd_mapped_bytes',
+    'supabase.node.memory.slab_bytes',
+    'supabase.node.memory.sreclaimable_bytes',
+    'supabase.node.memory.sunreclaim_bytes',
+    'supabase.node.memory.swap_cached_bytes',
+    'supabase.node.memory.swap_free_bytes',
+    'supabase.node.memory.swap_total_bytes',
+    'supabase.node.memory.unevictable_bytes',
+    'supabase.node.memory.vm_alloc_chunk_bytes',
+    'supabase.node.memory.vm_alloc_total_bytes',
+    'supabase.node.memory.vm_alloc_used_bytes',
+    'supabase.node.memory.writeback_bytes',
+    'supabase.node.memory.writeback_tmp_bytes',
+    'supabase.node.network.receive_bytes.count',
+    'supabase.node.network.receive_compressed.count',
+    'supabase.node.network.receive_drop.count',
+    'supabase.node.network.receive_errors.count',
+    'supabase.node.network.receive_fifo.count',
+    'supabase.node.network.receive_frame.count',
+    'supabase.node.network.receive_multicast.count',
+    'supabase.node.network.receive_packets.count',
+    'supabase.node.network.transmit_bytes.count',
+    'supabase.node.network.transmit_carrier.count',
+    'supabase.node.network.transmit_colls.count',
+    'supabase.node.network.transmit_compressed.count',
+    'supabase.node.network.transmit_drop.count',
+    'supabase.node.network.transmit_errors.count',
+    'supabase.node.network.transmit_fifo.count',
+    'supabase.node.network.transmit_packets.count',
+    'supabase.node.scrape.collector_duration_seconds',
+    'supabase.node.scrape.collector_success',
+    'supabase.node.vmstat.oom_kill.count',
+    'supabase.node.vmstat.pgfault.count',
+    'supabase.node.vmstat.pgmajfault.count',
+    'supabase.node.vmstat.pgpgin.count',
+    'supabase.node.vmstat.pgpgout.count',
+    'supabase.node.vmstat.pswpin.count',
+    'supabase.node.vmstat.pswpout.count',
+    'supabase.pg.up',
+    'supabase.pg_database_size.bytes',
+    'supabase.pg_database_size.mb',
+    'supabase.pg_exporter.last_scrape_duration_seconds',
+    'supabase.pg_exporter.last_scrape_error',
+    'supabase.pg_exporter.scrapes.count',
+    'supabase.pg_exporter.user_queries_load_error',
+    'supabase.pg_ls.archive_statusdir_wal_pending_count.count',
+    'supabase.pg_replication_slots.max_lag_bytes',
+    'supabase.pg_scrape_collector.duration_seconds',
+    'supabase.pg_scrape_collector.success',
+    'supabase.pg_settings.default_transaction_read_only',
+    'supabase.pg_stat_activity.xact_runtime',
+    'supabase.pg_stat_bgwriter.buffers_alloc.count',
+    'supabase.pg_stat_bgwriter.buffers_backend.count',
+    'supabase.pg_stat_bgwriter.buffers_backend_fsync.count',
+    'supabase.pg_stat_bgwriter.buffers_checkpoint.count',
+    'supabase.pg_stat_bgwriter.buffers_clean.count',
+    'supabase.pg_stat_bgwriter.checkpoint_sync_time.count',
+    'supabase.pg_stat_bgwriter.checkpoint_write_time.count',
+    'supabase.pg_stat_bgwriter.checkpoints_req.count',
+    'supabase.pg_stat_bgwriter.checkpoints_timed.count',
+    'supabase.pg_stat_bgwriter.maxwritten_clean.count',
+    'supabase.pg_stat_bgwriter.stats_reset.count',
+    'supabase.pg_stat_database.blks_hit.count',
+    'supabase.pg_stat_database.blks_read.count',
+    'supabase.pg_stat_database.conflicts.count',
+    'supabase.pg_stat_database.deadlocks.count',
+    'supabase.pg_stat_database.num_backends',
+    'supabase.pg_stat_database.temp_bytes.count',
+    'supabase.pg_stat_database.temp_files.count',
+    'supabase.pg_stat_database.tup_deleted.count',
+    'supabase.pg_stat_database.tup_fetched.count',
+    'supabase.pg_stat_database.tup_inserted.count',
+    'supabase.pg_stat_database.tup_returned.count',
+    'supabase.pg_stat_database.tup_updated.count',
+    'supabase.pg_stat_database.xact_commit.count',
+    'supabase.pg_stat_database.xact_rollback.count',
+    'supabase.pg_stat_database_conflicts.confl_bufferpin.count',
+    'supabase.pg_stat_database_conflicts.confl_deadlock.count',
+    'supabase.pg_stat_database_conflicts.confl_lock.count',
+    'supabase.pg_stat_database_conflicts.confl_snapshot.count',
+    'supabase.pg_stat_database_conflicts.confl_tablespace.count',
+    'supabase.pg_stat_statements.total_queries.count',
+    'supabase.pg_stat_statements.total_time_seconds.count',
+    'supabase.pg_status.in_recovery',
+    'supabase.pg_wal.size',
+    'supabase.pgrst.db_pool.available_connections',
+    'supabase.pgrst.db_pool.connection_timeouts.count',
+    'supabase.pgrst.db_pool.max_connections',
+    'supabase.pgrst.db_pool.requests_waiting',
+    'supabase.pgrst.schema_cache.loads.count',
+    'supabase.pgrst.schema_cache.query_time_seconds',
+    'supabase.physical_replication_lag.is_connected_to_primary',
+    'supabase.physical_replication_lag.is_wal_replay_paused',
+    'supabase.physical_replication_lag.seconds',
+    'supabase.postgres_exporter.build_info',
+    'supabase.postgres_exporter.config_last_reload_success_timestamp_seconds',
+    'supabase.postgres_exporter.config_last_reload_successful',
+    'supabase.postgresql.restarts.count',
+    'supabase.process.cpu.seconds.count',
+    'supabase.process.max_fds',
+    'supabase.process.open_fds',
+    'supabase.process.resident_memory.bytes',
+    'supabase.process.runtime.go_mem_live_objects',
+    'supabase.process.start_time.seconds',
+    'supabase.process.virtual_memory.bytes',
+    'supabase.process.virtual_memory.max_bytes',
+    'supabase.promhttp_metric_handler.requests.count',
+    'supabase.promhttp_metric_handler.requests_in_flight',
+    'supabase.realtime_postgres_changes.client_subscriptions',
+    'supabase.realtime_postgres_changes.total_subscriptions',
+    'supabase.runtime.uptime_milliseconds',
+    'supabase.usage_metrics.user_queries.count',
+]
+STORAGE_API_METRICS = [
+    'supabase.storage_api.database_query_performance.bucket',
+    'supabase.storage_api.database_query_performance.count',
+    'supabase.storage_api.database_query_performance.sum',
+    'supabase.storage_api.db_connections',
+    'supabase.storage_api.db_pool',
+    'supabase.storage_api.http_pool.busy_sockets',
+    'supabase.storage_api.http_pool.errors',
+    'supabase.storage_api.http_pool.free_sockets',
+    'supabase.storage_api.http_pool.requests',
+    'supabase.storage_api.http_request.duration_seconds.bucket',
+    'supabase.storage_api.http_request.duration_seconds.count',
+    'supabase.storage_api.http_request.duration_seconds.sum',
+    'supabase.storage_api.http_request.summary_seconds.count',
+    'supabase.storage_api.http_request.summary_seconds.quantile',
+    'supabase.storage_api.http_request.summary_seconds.sum',
+    'supabase.storage_api.nodejs.active_handles',
+    'supabase.storage_api.nodejs.active_handles.total',
+    'supabase.storage_api.nodejs.active_requests.total',
+    'supabase.storage_api.nodejs.active_resources',
+    'supabase.storage_api.nodejs.active_resources.total',
+    'supabase.storage_api.nodejs.eventloop_lag.max_seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.mean_seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.p50_seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.p90_seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.p99_seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.seconds',
+    'supabase.storage_api.nodejs.eventloop_lag.stddev_seconds',
+    'supabase.storage_api.nodejs.external_memory.bytes',
+    'supabase.storage_api.nodejs.gc_duration.seconds.bucket',
+    'supabase.storage_api.nodejs.gc_duration.seconds.count',
+    'supabase.storage_api.nodejs.gc_duration.seconds.sum',
+    'supabase.storage_api.nodejs.heap_size.total_bytes',
+    'supabase.storage_api.nodejs.heap_size.used_bytes',
+    'supabase.storage_api.nodejs.heap_space_size.available_bytes',
+    'supabase.storage_api.nodejs.heap_space_size.total_bytes',
+    'supabase.storage_api.nodejs.heap_space_size.used_bytes',
+    'supabase.storage_api.nodejs.version_info',
+    'supabase.storage_api.nodejs_eventloop_lag.min_seconds',
+    'supabase.storage_api.process.heap_bytes',
+    'supabase.storage_api.process.max_fds',
+    'supabase.storage_api.process.open_fds',
+    'supabase.storage_api.process.resident_memory.bytes',
+    'supabase.storage_api.process.uptime.seconds',
+    'supabase.storage_api.process.virtual_memory.bytes',
+    'supabase.storage_api.process_cpu.system.seconds.count',
+    'supabase.storage_api.process_cpu.user.seconds.count',
+    'supabase.storage_api.process_cpu.seconds.count',
+]
diff --git a/supabase/tests/conftest.py b/supabase/tests/conftest.py
new file mode 100644
index 0000000000000..ccaed8fc65b94
--- /dev/null
+++ b/supabase/tests/conftest.py
@@ -0,0 +1,30 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import copy
+
+import pytest
+
+from datadog_checks.dev import docker_run
+from datadog_checks.dev.conditions import CheckDockerLogs, CheckEndpoints
+
+from .common import COMPOSE_FILE, MOCKED_INSTANCE
+
+
+@pytest.fixture(scope='session')
+def dd_environment():
+    compose_file = COMPOSE_FILE
+    conditions = [
+        CheckDockerLogs(identifier='caddy', patterns=['server running']),
+        CheckEndpoints(MOCKED_INSTANCE["privileged_metrics_endpoint"]),
+        CheckEndpoints(MOCKED_INSTANCE["storage_api_endpoint"]),
+    ]
+    with docker_run(compose_file, conditions=conditions):
+        yield {
+            'instances': [MOCKED_INSTANCE],
+        }
+
+
+@pytest.fixture
+def instance():
+    return copy.deepcopy(MOCKED_INSTANCE)
diff --git a/supabase/tests/docker/Caddyfile b/supabase/tests/docker/Caddyfile
new file mode 100644
index 0000000000000..bb31bb8c0e71e
--- /dev/null
+++ b/supabase/tests/docker/Caddyfile
@@ -0,0 +1,15 @@
+:8000 {
+    handle_path /metrics {
+        root * /usr/share/caddy
+        rewrite * /privileged_metrics
+        file_server
+    }
+}
+
+:9000 {
+    handle_path /metrics {
+        root * /usr/share/caddy
+        rewrite * /storage_api_metrics
+        file_server
+    }
+}
diff --git a/supabase/tests/docker/docker-compose.yaml b/supabase/tests/docker/docker-compose.yaml
new file mode 100644
index 0000000000000..8b0b2e5a5cb36
--- /dev/null
+++ b/supabase/tests/docker/docker-compose.yaml
@@ -0,0 +1,12 @@
+version: "3.9"
+services:
+  caddy:
+    image: caddy:2
+    container_name: caddy
+    ports:
+      - "8000:8000"
+      - "9000:9000"
+    volumes:
+      - ./Caddyfile:/etc/caddy/Caddyfile
+      - ../fixtures/privileged_metrics.txt:/usr/share/caddy/privileged_metrics
+      - ../fixtures/storage_api_metrics.txt:/usr/share/caddy/storage_api_metrics
\ No newline at end of file
diff --git a/supabase/tests/fixtures/privileged_metrics.txt b/supabase/tests/fixtures/privileged_metrics.txt
new file mode 100644
index 0000000000000..3499a28ff89a1
--- /dev/null
+++ b/supabase/tests/fixtures/privileged_metrics.txt
@@ -0,0 +1,924 @@
+# HELP node_memory_Inactive_file_bytes Memory information field Inactive_file_bytes.
+# TYPE node_memory_Inactive_file_bytes gauge
+node_memory_Inactive_file_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 7.9081472e+07
+# HELP node_memory_SwapFree_bytes Memory information field SwapFree_bytes.
+# TYPE node_memory_SwapFree_bytes gauge
+node_memory_SwapFree_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 9.3165568e+08
+# HELP node_vmstat_oom_kill /proc/vmstat information field oom_kill.
+# TYPE node_vmstat_oom_kill untyped
+node_vmstat_oom_kill{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_load15 15m load average.
+# TYPE node_load15 gauge
+node_load15{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Unevictable_bytes Memory information field Unevictable_bytes.
+# TYPE node_memory_Unevictable_bytes gauge
+node_memory_Unevictable_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 4096
+# HELP node_network_transmit_carrier_total Network device statistic transmit_carrier.
+# TYPE node_network_transmit_carrier_total counter
+node_network_transmit_carrier_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_network_transmit_packets_total Network device statistic transmit_packets.
+# TYPE node_network_transmit_packets_total counter
+node_network_transmit_packets_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 11601
+# HELP node_memory_Dirty_bytes Memory information field Dirty_bytes.
+# TYPE node_memory_Dirty_bytes gauge
+node_memory_Dirty_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 57344
+# HELP node_memory_SwapTotal_bytes Memory information field SwapTotal_bytes.
+# TYPE node_memory_SwapTotal_bytes gauge
+node_memory_SwapTotal_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.073737728e+09
+# HELP node_memory_AnonPages_bytes Memory information field AnonPages_bytes.
+# TYPE node_memory_AnonPages_bytes gauge
+node_memory_AnonPages_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.29445888e+08
+# HELP node_memory_FileHugePages_bytes Memory information field FileHugePages_bytes.
+# TYPE node_memory_FileHugePages_bytes gauge
+node_memory_FileHugePages_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_HugePages_Surp Memory information field HugePages_Surp.
+# TYPE node_memory_HugePages_Surp gauge
+node_memory_HugePages_Surp{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_scrape_collector_success node_exporter: Whether a collector succeeded.
+# TYPE node_scrape_collector_success gauge
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="cpu"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="diskstats"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="filesystem"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="loadavg"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="meminfo"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="netdev"} 1
+node_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="vmstat"} 1
+# HELP node_vmstat_pgpgin /proc/vmstat information field pgpgin.
+# TYPE node_vmstat_pgpgin untyped
+node_vmstat_pgpgin{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 2.418884e+06
+# HELP node_filesystem_device_error Whether an error occurred while getting statistics for the given device.
+# TYPE node_filesystem_device_error gauge
+node_filesystem_device_error{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 0
+node_filesystem_device_error{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 0
+# HELP node_memory_Cached_bytes Memory information field Cached_bytes.
+# TYPE node_memory_Cached_bytes gauge
+node_memory_Cached_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.67378944e+08
+# HELP node_memory_Percpu_bytes Memory information field Percpu_bytes.
+# TYPE node_memory_Percpu_bytes gauge
+node_memory_Percpu_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.138688e+06
+# HELP node_memory_SwapCached_bytes Memory information field SwapCached_bytes.
+# TYPE node_memory_SwapCached_bytes gauge
+node_memory_SwapCached_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.5106048e+07
+# HELP node_network_receive_frame_total Network device statistic receive_frame.
+# TYPE node_network_receive_frame_total counter
+node_network_receive_frame_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_scrape_collector_duration_seconds node_exporter: Duration of a collector scrape.
+# TYPE node_scrape_collector_duration_seconds gauge
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="cpu"} 0.00023986
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="diskstats"} 0.000140044
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="filesystem"} 0.000852738
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="loadavg"} 3.9507e-05
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="meminfo"} 0.00016187
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="netdev"} 9.5664e-05
+node_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",collector="vmstat"} 0.000140988
+# HELP node_memory_ShmemHugePages_bytes Memory information field ShmemHugePages_bytes.
+# TYPE node_memory_ShmemHugePages_bytes gauge
+node_memory_ShmemHugePages_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_network_transmit_fifo_total Network device statistic transmit_fifo.
+# TYPE node_network_transmit_fifo_total counter
+node_network_transmit_fifo_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_vmstat_pgpgout /proc/vmstat information field pgpgout.
+# TYPE node_vmstat_pgpgout untyped
+node_vmstat_pgpgout{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.055552e+06
+# HELP node_memory_NFS_Unstable_bytes Memory information field NFS_Unstable_bytes.
+# TYPE node_memory_NFS_Unstable_bytes gauge
+node_memory_NFS_Unstable_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_MemFree_bytes Memory information field MemFree_bytes.
+# TYPE node_memory_MemFree_bytes gauge
+node_memory_MemFree_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 2.2237184e+07
+# HELP node_network_transmit_colls_total Network device statistic transmit_colls.
+# TYPE node_network_transmit_colls_total counter
+node_network_transmit_colls_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_vmstat_pswpout /proc/vmstat information field pswpout.
+# TYPE node_vmstat_pswpout untyped
+node_vmstat_pswpout{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 88387
+# HELP node_disk_flush_requests_time_seconds_total This is the total number of seconds spent by all flush requests.
+# TYPE node_disk_flush_requests_time_seconds_total counter
+node_disk_flush_requests_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_flush_requests_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_disk_written_bytes_total The total number of bytes written successfully.
+# TYPE node_disk_written_bytes_total counter
+node_disk_written_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 1.005322752e+09
+node_disk_written_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 7.5563008e+07
+# HELP node_network_receive_errs_total Network device statistic receive_errs.
+# TYPE node_network_receive_errs_total counter
+node_network_receive_errs_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_disk_io_time_weighted_seconds_total The weighted # of seconds spent doing I/Os.
+# TYPE node_disk_io_time_weighted_seconds_total counter
+node_disk_io_time_weighted_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 172.749
+node_disk_io_time_weighted_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 7.019
+# HELP node_filesystem_avail_bytes Filesystem space available to non-root users in bytes.
+# TYPE node_filesystem_avail_bytes gauge
+node_filesystem_avail_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 5.318856704e+09
+node_filesystem_avail_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 8.064999424e+09
+# HELP node_memory_Mapped_bytes Memory information field Mapped_bytes.
+# TYPE node_memory_Mapped_bytes gauge
+node_memory_Mapped_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.0776576e+08
+# HELP postgresql_restarts_total Number of times postgresql has been restarted
+# TYPE postgresql_restarts_total counter
+postgresql_restarts_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_disk_io_now The number of I/Os currently in progress.
+# TYPE node_disk_io_now gauge
+node_disk_io_now{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_io_now{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_memory_SReclaimable_bytes Memory information field SReclaimable_bytes.
+# TYPE node_memory_SReclaimable_bytes gauge
+node_memory_SReclaimable_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 3.7298176e+07
+# HELP node_memory_KernelStack_bytes Memory information field KernelStack_bytes.
+# TYPE node_memory_KernelStack_bytes gauge
+node_memory_KernelStack_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 3.670016e+06
+# HELP node_memory_FilePmdMapped_bytes Memory information field FilePmdMapped_bytes.
+# TYPE node_memory_FilePmdMapped_bytes gauge
+node_memory_FilePmdMapped_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_network_receive_drop_total Network device statistic receive_drop.
+# TYPE node_network_receive_drop_total counter
+node_network_receive_drop_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_memory_HugePages_Total Memory information field HugePages_Total.
+# TYPE node_memory_HugePages_Total gauge
+node_memory_HugePages_Total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_filesystem_size_bytes Filesystem size in bytes.
+# TYPE node_filesystem_size_bytes gauge
+node_filesystem_size_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 1.0359754752e+10
+node_filesystem_size_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 8.350298112e+09
+# HELP node_load5 5m load average.
+# TYPE node_load5 gauge
+node_load5{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Inactive_bytes Memory information field Inactive_bytes.
+# TYPE node_memory_Inactive_bytes gauge
+node_memory_Inactive_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.72179456e+08
+# HELP node_memory_PageTables_bytes Memory information field PageTables_bytes.
+# TYPE node_memory_PageTables_bytes gauge
+node_memory_PageTables_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 6.483968e+06
+# HELP node_network_receive_compressed_total Network device statistic receive_compressed.
+# TYPE node_network_receive_compressed_total counter
+node_network_receive_compressed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_disk_flush_requests_total The total number of flush requests completed successfully
+# TYPE node_disk_flush_requests_total counter
+node_disk_flush_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_flush_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_disk_discarded_sectors_total The total number of sectors discarded successfully.
+# TYPE node_disk_discarded_sectors_total counter
+node_disk_discarded_sectors_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_discarded_sectors_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_memory_AnonHugePages_bytes Memory information field AnonHugePages_bytes.
+# TYPE node_memory_AnonHugePages_bytes gauge
+node_memory_AnonHugePages_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Bounce_bytes Memory information field Bounce_bytes.
+# TYPE node_memory_Bounce_bytes gauge
+node_memory_Bounce_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_MemTotal_bytes Memory information field MemTotal_bytes.
+# TYPE node_memory_MemTotal_bytes gauge
+node_memory_MemTotal_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 4.43674624e+08
+# HELP node_network_receive_fifo_total Network device statistic receive_fifo.
+# TYPE node_network_receive_fifo_total counter
+node_network_receive_fifo_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_cpu_seconds_total Seconds the CPUs spent in each mode.
+# TYPE node_cpu_seconds_total counter
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="idle"} 2263.65
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="iowait"} 33.6
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="irq"} 0
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="nice"} 0.04
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="softirq"} 0.37
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="steal"} 1.45
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="system"} 13.61
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="user"} 27.02
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="idle"} 2265.34
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="iowait"} 32.49
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="irq"} 0
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="nice"} 0.06
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="softirq"} 0.3
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="steal"} 1.61
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="system"} 12.2
+node_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="user"} 27.08
+# HELP node_memory_VmallocUsed_bytes Memory information field VmallocUsed_bytes.
+# TYPE node_memory_VmallocUsed_bytes gauge
+node_memory_VmallocUsed_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.0760192e+07
+# HELP node_memory_Writeback_bytes Memory information field Writeback_bytes.
+# TYPE node_memory_Writeback_bytes gauge
+node_memory_Writeback_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Inactive_anon_bytes Memory information field Inactive_anon_bytes.
+# TYPE node_memory_Inactive_anon_bytes gauge
+node_memory_Inactive_anon_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 9.3097984e+07
+# HELP node_memory_Active_bytes Memory information field Active_bytes.
+# TYPE node_memory_Active_bytes gauge
+node_memory_Active_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.42127104e+08
+# HELP node_memory_CommitLimit_bytes Memory information field CommitLimit_bytes.
+# TYPE node_memory_CommitLimit_bytes gauge
+node_memory_CommitLimit_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.295572992e+09
+# HELP node_network_receive_packets_total Network device statistic receive_packets.
+# TYPE node_network_receive_packets_total counter
+node_network_receive_packets_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 33418
+# HELP node_network_transmit_compressed_total Network device statistic transmit_compressed.
+# TYPE node_network_transmit_compressed_total counter
+node_network_transmit_compressed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_disk_writes_merged_total The number of writes merged.
+# TYPE node_disk_writes_merged_total counter
+node_disk_writes_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 88093
+node_disk_writes_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 3408
+# HELP node_memory_Active_anon_bytes Memory information field Active_anon_bytes.
+# TYPE node_memory_Active_anon_bytes gauge
+node_memory_Active_anon_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 5.8032128e+07
+# HELP node_disk_reads_completed_total The total number of reads completed successfully.
+# TYPE node_disk_reads_completed_total counter
+node_disk_reads_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 88478
+node_disk_reads_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 2670
+# HELP node_disk_discard_time_seconds_total This is the total number of seconds spent by all discards.
+# TYPE node_disk_discard_time_seconds_total counter
+node_disk_discard_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_discard_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_disk_reads_merged_total The total number of reads merged.
+# TYPE node_disk_reads_merged_total counter
+node_disk_reads_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 30022
+node_disk_reads_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 342
+# HELP node_filesystem_files_free Filesystem total free file nodes.
+# TYPE node_filesystem_files_free gauge
+node_filesystem_files_free{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 466013
+node_filesystem_files_free{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 523105
+# HELP node_memory_HugePages_Free Memory information field HugePages_Free.
+# TYPE node_memory_HugePages_Free gauge
+node_memory_HugePages_Free{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP db_transmit_bytes postgres and pgbouncer network transmit bytes
+# TYPE db_transmit_bytes counter
+db_transmit_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 89799
+# HELP node_memory_VmallocTotal_bytes Memory information field VmallocTotal_bytes.
+# TYPE node_memory_VmallocTotal_bytes gauge
+node_memory_VmallocTotal_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.3633903919104e+14
+# HELP node_network_transmit_bytes_total Network device statistic transmit_bytes.
+# TYPE node_network_transmit_bytes_total counter
+node_network_transmit_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 2.726347e+06
+# HELP node_load1 1m load average.
+# TYPE node_load1 gauge
+node_load1{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_network_receive_multicast_total Network device statistic receive_multicast.
+# TYPE node_network_receive_multicast_total counter
+node_network_receive_multicast_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_disk_discards_merged_total The total number of discards merged.
+# TYPE node_disk_discards_merged_total counter
+node_disk_discards_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_discards_merged_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_memory_Committed_AS_bytes Memory information field Committed_AS_bytes.
+# TYPE node_memory_Committed_AS_bytes gauge
+node_memory_Committed_AS_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.148878848e+09
+# HELP node_memory_VmallocChunk_bytes Memory information field VmallocChunk_bytes.
+# TYPE node_memory_VmallocChunk_bytes gauge
+node_memory_VmallocChunk_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_filesystem_free_bytes Filesystem free space in bytes.
+# TYPE node_filesystem_free_bytes gauge
+node_filesystem_free_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 5.34626304e+09
+node_filesystem_free_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 8.18663424e+09
+# HELP node_disk_writes_completed_total The total number of writes completed successfully.
+# TYPE node_disk_writes_completed_total counter
+node_disk_writes_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 23492
+node_disk_writes_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 3503
+# HELP node_memory_ShmemPmdMapped_bytes Memory information field ShmemPmdMapped_bytes.
+# TYPE node_memory_ShmemPmdMapped_bytes gauge
+node_memory_ShmemPmdMapped_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_network_transmit_drop_total Network device statistic transmit_drop.
+# TYPE node_network_transmit_drop_total counter
+node_network_transmit_drop_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_network_transmit_errs_total Network device statistic transmit_errs.
+# TYPE node_network_transmit_errs_total counter
+node_network_transmit_errs_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 0
+# HELP node_disk_io_time_seconds_total Total seconds spent doing I/Os.
+# TYPE node_disk_io_time_seconds_total counter
+node_disk_io_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 81.48
+node_disk_io_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 6.908
+# HELP node_memory_SUnreclaim_bytes Memory information field SUnreclaim_bytes.
+# TYPE node_memory_SUnreclaim_bytes gauge
+node_memory_SUnreclaim_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 3.5139584e+07
+# HELP node_vmstat_pswpin /proc/vmstat information field pswpin.
+# TYPE node_vmstat_pswpin untyped
+node_vmstat_pswpin{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 43053
+# HELP node_disk_read_time_seconds_total The total number of seconds spent by all reads.
+# TYPE node_disk_read_time_seconds_total counter
+node_disk_read_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 120.031
+node_disk_read_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 3.342
+# HELP node_vmstat_pgmajfault /proc/vmstat information field pgmajfault.
+# TYPE node_vmstat_pgmajfault untyped
+node_vmstat_pgmajfault{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 40869
+# HELP node_disk_write_time_seconds_total This is the total number of seconds spent by all writes.
+# TYPE node_disk_write_time_seconds_total counter
+node_disk_write_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 52.717
+node_disk_write_time_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 3.676
+# HELP node_memory_Hugetlb_bytes Memory information field Hugetlb_bytes.
+# TYPE node_memory_Hugetlb_bytes gauge
+node_memory_Hugetlb_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_MemAvailable_bytes Memory information field MemAvailable_bytes.
+# TYPE node_memory_MemAvailable_bytes gauge
+node_memory_MemAvailable_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 2.1239808e+08
+# HELP node_memory_WritebackTmp_bytes Memory information field WritebackTmp_bytes.
+# TYPE node_memory_WritebackTmp_bytes gauge
+node_memory_WritebackTmp_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Buffers_bytes Memory information field Buffers_bytes.
+# TYPE node_memory_Buffers_bytes gauge
+node_memory_Buffers_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 8.97024e+06
+# HELP node_disk_read_bytes_total The total number of bytes read successfully.
+# TYPE node_disk_read_bytes_total counter
+node_disk_read_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 2.429791232e+09
+node_disk_read_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 4.7137792e+07
+# HELP node_memory_HardwareCorrupted_bytes Memory information field HardwareCorrupted_bytes.
+# TYPE node_memory_HardwareCorrupted_bytes gauge
+node_memory_HardwareCorrupted_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Hugepagesize_bytes Memory information field Hugepagesize_bytes.
+# TYPE node_memory_Hugepagesize_bytes gauge
+node_memory_Hugepagesize_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 2.097152e+06
+# HELP node_memory_KReclaimable_bytes Memory information field KReclaimable_bytes.
+# TYPE node_memory_KReclaimable_bytes gauge
+node_memory_KReclaimable_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 3.7298176e+07
+# HELP node_memory_Shmem_bytes Memory information field Shmem_bytes.
+# TYPE node_memory_Shmem_bytes gauge
+node_memory_Shmem_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 1.3119488e+07
+# HELP node_network_receive_bytes_total Network device statistic receive_bytes.
+# TYPE node_network_receive_bytes_total counter
+node_network_receive_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="ens5"} 4.0247816e+07
+# HELP node_disk_discards_completed_total The total number of discards completed successfully.
+# TYPE node_disk_discards_completed_total counter
+node_disk_discards_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme0n1"} 0
+node_disk_discards_completed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="nvme1n1"} 0
+# HELP node_memory_HugePages_Rsvd Memory information field HugePages_Rsvd.
+# TYPE node_memory_HugePages_Rsvd gauge
+node_memory_HugePages_Rsvd{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 0
+# HELP node_memory_Mlocked_bytes Memory information field Mlocked_bytes.
+# TYPE node_memory_Mlocked_bytes gauge
+node_memory_Mlocked_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 4096
+# HELP node_filesystem_files Filesystem total file nodes.
+# TYPE node_filesystem_files gauge
+node_filesystem_files{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 648960
+node_filesystem_files{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 524288
+# HELP node_filesystem_readonly Filesystem read-only status.
+# TYPE node_filesystem_readonly gauge
+node_filesystem_readonly{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme0n1p2",fstype="ext4",mountpoint="/"} 0
+node_filesystem_readonly{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",device="/dev/nvme1n1",fstype="ext4",mountpoint="/data"} 0
+# HELP node_memory_Active_file_bytes Memory information field Active_file_bytes.
+# TYPE node_memory_Active_file_bytes gauge
+node_memory_Active_file_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 8.4094976e+07
+# HELP node_memory_Slab_bytes Memory information field Slab_bytes.
+# TYPE node_memory_Slab_bytes gauge
+node_memory_Slab_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 7.243776e+07
+# HELP node_vmstat_pgfault /proc/vmstat information field pgfault.
+# TYPE node_vmstat_pgfault untyped
+node_vmstat_pgfault{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db"} 2.18115e+06
+# HELP node_cpu_guest_seconds_total Seconds the CPUs spent in guests (VMs) for each mode.
+# TYPE node_cpu_guest_seconds_total counter
+node_cpu_guest_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="nice"} 0
+node_cpu_guest_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="0",mode="user"} 0
+node_cpu_guest_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="nice"} 0
+node_cpu_guest_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="db",cpu="1",mode="user"} 0
+# HELP pg_stat_database_xact_commit_total Transactions committed
+# TYPE pg_stat_database_xact_commit_total counter
+pg_stat_database_xact_commit_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 2472
+# HELP physical_replication_lag_is_wal_replay_paused Check if WAL replay has been paused
+# TYPE physical_replication_lag_is_wal_replay_paused gauge
+physical_replication_lag_is_wal_replay_paused{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP postgres_exporter_config_last_reload_success_timestamp_seconds Timestamp of the last successful configuration reload.
+# TYPE postgres_exporter_config_last_reload_success_timestamp_seconds gauge
+postgres_exporter_config_last_reload_success_timestamp_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.266716672e+09
+# HELP realtime_postgres_changes_total_subscriptions Total subscription records listening for Postgres changes
+# TYPE realtime_postgres_changes_total_subscriptions gauge
+realtime_postgres_changes_total_subscriptions{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_bgwriter_checkpoint_sync_time_total Time spent synchronizing checkpoint files to disk
+# TYPE pg_stat_bgwriter_checkpoint_sync_time_total counter
+pg_stat_bgwriter_checkpoint_sync_time_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 67
+# HELP go_memstats_mcache_inuse_bytes Number of bytes in use by mcache structures.
+# TYPE go_memstats_mcache_inuse_bytes gauge
+go_memstats_mcache_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 2400
+# HELP go_memstats_mcache_sys_bytes Number of bytes used for mcache structures obtained from system.
+# TYPE go_memstats_mcache_sys_bytes gauge
+go_memstats_mcache_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 15600
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.73323902162e+09
+# HELP go_memstats_last_gc_time_seconds Number of seconds since 1970 of last garbage collection.
+# TYPE go_memstats_last_gc_time_seconds gauge
+go_memstats_last_gc_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.7332411937058074e+09
+# HELP pg_stat_bgwriter_buffers_alloc_total Buffers allocated
+# TYPE pg_stat_bgwriter_buffers_alloc_total counter
+pg_stat_bgwriter_buffers_alloc_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 12444
+# HELP pg_stat_bgwriter_buffers_backend_fsync_total fsync calls executed by a backend directly
+# TYPE pg_stat_bgwriter_buffers_backend_fsync_total counter
+pg_stat_bgwriter_buffers_backend_fsync_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_statements_total_time_seconds Total time spent, in seconds
+# TYPE pg_stat_statements_total_time_seconds counter
+pg_stat_statements_total_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 3.2134043250000004
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0.27
+# HELP auth_users_user_count Number of users in the project db
+# TYPE auth_users_user_count gauge
+auth_users_user_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_xact_rollback_total Transactions rolled back
+# TYPE pg_stat_database_xact_rollback_total counter
+pg_stat_database_xact_rollback_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 5
+# HELP go_info Information about the Go environment.
+# TYPE go_info gauge
+go_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",version="go1.21.3"} 1
+# HELP pg_exporter_user_queries_load_error Whether the user queries file was loaded and parsed successfully (1 for error, 0 for success).
+# TYPE pg_exporter_user_queries_load_error gauge
+pg_exporter_user_queries_load_error{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",filename="/opt/postgres_exporter/queries.yml",hashsum="0af5dd9317f7a5209580dc72ebbb795a1468c3e4cf68eabd2e423388bcf2546f"} 0
+# HELP pg_stat_bgwriter_checkpoints_timed_total Scheduled checkpoints performed
+# TYPE pg_stat_bgwriter_checkpoints_timed_total counter
+pg_stat_bgwriter_checkpoints_timed_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 7
+# HELP postgres_exporter_build_info A metric with a constant '1' value labeled by version, revision, branch, goversion from which postgres_exporter was built, and the goos and goarch for the build.
+# TYPE postgres_exporter_build_info gauge
+postgres_exporter_build_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",branch="HEAD",goarch="arm64",goos="linux",goversion="go1.21.3",revision="68c176b8833b7580bf847cecf60f8e0ad5923f9a",tags="unknown",version="0.15.0"} 1
+# HELP go_memstats_frees_total Total number of frees.
+# TYPE go_memstats_frees_total counter
+go_memstats_frees_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 86197
+# HELP pg_exporter_last_scrape_error Whether the last scrape of metrics from PostgreSQL resulted in an error (1 for error, 0 for success).
+# TYPE pg_exporter_last_scrape_error gauge
+pg_exporter_last_scrape_error{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0
+# HELP pg_exporter_scrapes_total Total number of times PostgreSQL was scraped for metrics.
+# TYPE pg_exporter_scrapes_total counter
+pg_exporter_scrapes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 38
+# HELP pg_stat_bgwriter_stats_reset Most recent stat reset time
+# TYPE pg_stat_bgwriter_stats_reset counter
+pg_stat_bgwriter_stats_reset{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 1.732551629e+09
+# HELP pg_status_in_recovery Database in recovery
+# TYPE pg_status_in_recovery gauge
+pg_status_in_recovery{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP postgres_exporter_config_last_reload_successful Postgres exporter config loaded successfully.
+# TYPE postgres_exporter_config_last_reload_successful gauge
+postgres_exporter_config_last_reload_successful{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0
+# HELP go_memstats_mallocs_total Total number of mallocs.
+# TYPE go_memstats_mallocs_total counter
+go_memstats_mallocs_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 91002
+# HELP go_memstats_other_sys_bytes Number of bytes used for other system allocations.
+# TYPE go_memstats_other_sys_bytes gauge
+go_memstats_other_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 527816
+# HELP go_threads Number of OS threads created.
+# TYPE go_threads gauge
+go_threads{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 5
+# HELP promhttp_metric_handler_requests_total Total number of scrapes by HTTP status code.
+# TYPE promhttp_metric_handler_requests_total counter
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",code="200"} 37
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",code="500"} 0
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",code="503"} 0
+# HELP go_memstats_mspan_inuse_bytes Number of bytes in use by mspan structures.
+# TYPE go_memstats_mspan_inuse_bytes gauge
+go_memstats_mspan_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 65184
+# HELP go_memstats_sys_bytes Number of bytes obtained from system.
+# TYPE go_memstats_sys_bytes gauge
+go_memstats_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.2819472e+07
+# HELP pg_stat_database_blks_read_total Number of disk blocks read
+# TYPE pg_stat_database_blks_read_total counter
+pg_stat_database_blks_read_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 2465
+# HELP pg_stat_database_conflicts_confl_lock_total Queries cancelled due to lock timeouts
+# TYPE pg_stat_database_conflicts_confl_lock_total counter
+pg_stat_database_conflicts_confl_lock_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP go_memstats_buck_hash_sys_bytes Number of bytes used by the profiling bucket hash table.
+# TYPE go_memstats_buck_hash_sys_bytes gauge
+go_memstats_buck_hash_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 5048
+# HELP pg_scrape_collector_duration_seconds postgres_exporter: Duration of a collector scrape.
+# TYPE pg_scrape_collector_duration_seconds gauge
+pg_scrape_collector_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",collector="database"} 0.003614192
+# HELP pg_stat_bgwriter_checkpoints_req_total Requested checkpoints performed
+# TYPE pg_stat_bgwriter_checkpoints_req_total counter
+pg_stat_bgwriter_checkpoints_req_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 6
+# HELP pg_stat_database_most_recent_reset The most recent time one of the databases had its statistics reset
+# TYPE pg_stat_database_most_recent_reset counter
+pg_stat_database_most_recent_reset{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} NaN
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 81480
+# HELP storage_storage_size_mb The total size used for all storage buckets, in mb
+# TYPE storage_storage_size_mb gauge
+storage_storage_size_mb{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} NaN
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 12
+# HELP physical_replication_lag_is_connected_to_primary Monitor connection to the primary database
+# TYPE physical_replication_lag_is_connected_to_primary gauge
+physical_replication_lag_is_connected_to_primary{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP go_memstats_alloc_bytes Number of bytes allocated and still in use.
+# TYPE go_memstats_alloc_bytes gauge
+go_memstats_alloc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 2.412352e+06
+# HELP go_memstats_gc_sys_bytes Number of bytes used for garbage collection system metadata.
+# TYPE go_memstats_gc_sys_bytes gauge
+go_memstats_gc_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 3.80092e+06
+# HELP go_memstats_heap_objects Number of allocated objects.
+# TYPE go_memstats_heap_objects gauge
+go_memstats_heap_objects{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 4805
+# HELP pg_ls_archive_statusdir_wal_pending_count Number of not yet archived WAL files
+# TYPE pg_ls_archive_statusdir_wal_pending_count counter
+pg_ls_archive_statusdir_wal_pending_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_temp_files_total Temp files created by queries
+# TYPE pg_stat_database_temp_files_total counter
+pg_stat_database_temp_files_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP go_gc_duration_seconds A summary of the pause duration of garbage collection cycles.
+# TYPE go_gc_duration_seconds summary
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",quantile="0"} 1.9857e-05
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",quantile="0.25"} 5.2274e-05
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",quantile="0.5"} 9.5878e-05
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",quantile="0.75"} 0.000117195
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",quantile="1"} 0.041046092
+go_gc_duration_seconds_sum{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0.055028914
+go_gc_duration_seconds_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 16
+# HELP pg_stat_database_conflicts_confl_tablespace_total Queries cancelled due to dropped tablespaces
+# TYPE pg_stat_database_conflicts_confl_tablespace_total counter
+pg_stat_database_conflicts_confl_tablespace_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_bgwriter_maxwritten_clean_total Number of times bg writer stopped a cleaning scan because it had written too many buffers
+# TYPE pg_stat_bgwriter_maxwritten_clean_total counter
+pg_stat_bgwriter_maxwritten_clean_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_bgwriter_checkpoint_write_time_total Time spent writing checkpoint files to disk
+# TYPE pg_stat_bgwriter_checkpoint_write_time_total counter
+pg_stat_bgwriter_checkpoint_write_time_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 17715
+# HELP pg_stat_database_tup_deleted_total Rows deleted
+# TYPE pg_stat_database_tup_deleted_total counter
+pg_stat_database_tup_deleted_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 1436
+# HELP physical_replication_lag_physical_replication_lag_seconds Physical replication lag in seconds
+# TYPE physical_replication_lag_physical_replication_lag_seconds gauge
+physical_replication_lag_physical_replication_lag_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_bgwriter_buffers_clean_total Buffers written by bg writter
+# TYPE pg_stat_bgwriter_buffers_clean_total counter
+pg_stat_bgwriter_buffers_clean_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_database_size_bytes Disk space used by the database
+# TYPE pg_database_size_bytes gauge
+pg_database_size_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",datname="postgres"} 1.0212143e+07
+pg_database_size_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",datname="template0"} 7.631663e+06
+pg_database_size_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",datname="template1"} 7.631663e+06
+# HELP pg_stat_database_conflicts_confl_deadlock_total Queries cancelled due to deadlocks
+# TYPE pg_stat_database_conflicts_confl_deadlock_total counter
+pg_stat_database_conflicts_confl_deadlock_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP go_goroutines Number of goroutines that currently exist.
+# TYPE go_goroutines gauge
+go_goroutines{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 10
+# HELP go_memstats_heap_inuse_bytes Number of heap bytes that are in use.
+# TYPE go_memstats_heap_inuse_bytes gauge
+go_memstats_heap_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 3.710976e+06
+# HELP pg_scrape_collector_success postgres_exporter: Whether a collector succeeded.
+# TYPE pg_scrape_collector_success gauge
+pg_scrape_collector_success{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",collector="database"} 1
+# HELP pg_stat_database_conflicts_confl_bufferpin_total Queries cancelled due to pinned buffers
+# TYPE pg_stat_database_conflicts_confl_bufferpin_total counter
+pg_stat_database_conflicts_confl_bufferpin_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_tup_fetched_total Rows fetched by queries
+# TYPE pg_stat_database_tup_fetched_total counter
+pg_stat_database_tup_fetched_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 253932
+# HELP process_virtual_memory_max_bytes Maximum amount of virtual memory available in bytes.
+# TYPE process_virtual_memory_max_bytes gauge
+process_virtual_memory_max_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.8446744073709552e+19
+# HELP pg_stat_database_temp_bytes_total Temp data written by queries
+# TYPE pg_stat_database_temp_bytes_total counter
+pg_stat_database_temp_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_bgwriter_buffers_checkpoint_total Buffers written during checkpoints
+# TYPE pg_stat_bgwriter_buffers_checkpoint_total counter
+pg_stat_bgwriter_buffers_checkpoint_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 4888
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 524288
+# HELP go_memstats_heap_idle_bytes Number of heap bytes waiting to be used.
+# TYPE go_memstats_heap_idle_bytes gauge
+go_memstats_heap_idle_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 4.21888e+06
+# HELP pg_stat_database_deadlocks_total Deadlocks detected
+# TYPE pg_stat_database_deadlocks_total counter
+pg_stat_database_deadlocks_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_replication_replay_lag Max replay lag
+# TYPE pg_stat_replication_replay_lag gauge
+pg_stat_replication_replay_lag{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} NaN
+# HELP pg_stat_statements_total_queries Number of times executed
+# TYPE pg_stat_statements_total_queries counter
+pg_stat_statements_total_queries{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 482
+# HELP realtime_postgres_changes_client_subscriptions Client subscriptions listening for Postgres changes
+# TYPE realtime_postgres_changes_client_subscriptions gauge
+realtime_postgres_changes_client_subscriptions{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP supabase_usage_metrics_user_queries_total The total number of user queries executed
+# TYPE supabase_usage_metrics_user_queries_total counter
+supabase_usage_metrics_user_queries_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 358
+# HELP pg_stat_database_tup_returned_total Rows returned by queries
+# TYPE pg_stat_database_tup_returned_total counter
+pg_stat_database_tup_returned_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 715303
+# HELP go_memstats_next_gc_bytes Number of heap bytes when next garbage collection will take place.
+# TYPE go_memstats_next_gc_bytes gauge
+go_memstats_next_gc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 4.194304e+06
+# HELP go_memstats_stack_inuse_bytes Number of bytes in use by the stack allocator.
+# TYPE go_memstats_stack_inuse_bytes gauge
+go_memstats_stack_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 458752
+# HELP pg_database_size_mb Disk space used by the database
+# TYPE pg_database_size_mb gauge
+pg_database_size_mb{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 24.295300483703613
+# HELP pg_stat_database_num_backends The number of active backends
+# TYPE pg_stat_database_num_backends gauge
+pg_stat_database_num_backends{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 6
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 9.146368e+06
+# HELP pg_stat_replication_send_lag Max send lag
+# TYPE pg_stat_replication_send_lag gauge
+pg_stat_replication_send_lag{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} NaN
+# HELP go_memstats_stack_sys_bytes Number of bytes obtained from system for stack allocator.
+# TYPE go_memstats_stack_sys_bytes gauge
+go_memstats_stack_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 458752
+# HELP pg_exporter_last_scrape_duration_seconds Duration of the last scrape of metrics from PostgreSQL.
+# TYPE pg_exporter_last_scrape_duration_seconds gauge
+pg_exporter_last_scrape_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0.004154578
+# HELP go_memstats_heap_sys_bytes Number of heap bytes obtained from system.
+# TYPE go_memstats_heap_sys_bytes gauge
+go_memstats_heap_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 7.929856e+06
+# HELP pg_stat_database_conflicts_confl_snapshot_total Queries cancelled due to old snapshots
+# TYPE pg_stat_database_conflicts_confl_snapshot_total counter
+pg_stat_database_conflicts_confl_snapshot_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_tup_inserted_total Rows inserted
+# TYPE pg_stat_database_tup_inserted_total counter
+pg_stat_database_tup_inserted_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 22231
+# HELP pg_stat_database_tup_updated_total Rows updated
+# TYPE pg_stat_database_tup_updated_total counter
+pg_stat_database_tup_updated_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 1959
+# HELP pg_up Whether the last scrape of metrics from PostgreSQL was able to connect to the server (1 for yes, 0 for no).
+# TYPE pg_up gauge
+pg_up{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1
+# HELP pg_wal_size_mb Disk space used by WAL files
+# TYPE pg_wal_size_mb gauge
+pg_wal_size_mb{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 80
+# HELP go_memstats_heap_alloc_bytes Number of heap bytes allocated and still in use.
+# TYPE go_memstats_heap_alloc_bytes gauge
+go_memstats_heap_alloc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 2.412352e+06
+# HELP go_memstats_heap_released_bytes Number of heap bytes released to OS.
+# TYPE go_memstats_heap_released_bytes gauge
+go_memstats_heap_released_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 3.940352e+06
+# HELP pg_settings_default_transaction_read_only Default transaction mode set to read only
+# TYPE pg_settings_default_transaction_read_only gauge
+pg_settings_default_transaction_read_only{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_conflicts_total Queries canceled due to conflicts with recovery
+# TYPE pg_stat_database_conflicts_total counter
+pg_stat_database_conflicts_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP promhttp_metric_handler_requests_in_flight Current number of scrapes being served.
+# TYPE promhttp_metric_handler_requests_in_flight gauge
+promhttp_metric_handler_requests_in_flight{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1
+# HELP go_memstats_alloc_bytes_total Total number of bytes allocated, even if freed.
+# TYPE go_memstats_alloc_bytes_total counter
+go_memstats_alloc_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 1.6002264e+07
+# HELP pg_stat_bgwriter_buffers_backend_total Buffers written directly by a backend
+# TYPE pg_stat_bgwriter_buffers_backend_total counter
+pg_stat_bgwriter_buffers_backend_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 9360
+# HELP replication_slots_max_lag_bytes Max Replication Lag
+# TYPE replication_slots_max_lag_bytes gauge
+replication_slots_max_lag_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 1000
+# HELP pg_stat_activity_xact_runtime Transaction Runtime
+# TYPE pg_stat_activity_xact_runtime gauge
+pg_stat_activity_xact_runtime{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 0
+# HELP pg_stat_database_blks_hit_total Disk blocks found in buffer cache
+# TYPE pg_stat_database_blks_hit_total counter
+pg_stat_database_blks_hit_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql",server="localhost:5432"} 490933
+# HELP go_memstats_lookups_total Total number of pointer lookups.
+# TYPE go_memstats_lookups_total counter
+go_memstats_lookups_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgresql"} 0
+# HELP pgrst_schema_cache_query_time_seconds The query time in seconds of the last schema cache load
+# TYPE pgrst_schema_cache_query_time_seconds gauge
+pgrst_schema_cache_query_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest"} 0.000981169
+# HELP pgrst_schema_cache_loads_total The total number of times the schema cache was loaded
+# TYPE pgrst_schema_cache_loads_total counter
+pgrst_schema_cache_loads_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest",status="FAIL"} 1
+pgrst_schema_cache_loads_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest",status="SUCCESS"} 6
+# HELP pgrst_db_pool_max Max pool connections
+# TYPE pgrst_db_pool_max gauge
+pgrst_db_pool_max{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest"} 10
+# HELP pgrst_db_pool_waiting Requests waiting to acquire a pool connection
+# TYPE pgrst_db_pool_waiting gauge
+pgrst_db_pool_waiting{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest"} 0
+# HELP pgrst_db_pool_available Available connections in the pool
+# TYPE pgrst_db_pool_available gauge
+pgrst_db_pool_available{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest"} -3
+# HELP pgrst_db_pool_timeouts_total The total number of pool connection timeouts
+# TYPE pgrst_db_pool_timeouts_total counter
+pgrst_db_pool_timeouts_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="postgrest"} 0
+# HELP go_memstats_lookups_total Total number of pointer lookups.
+# TYPE go_memstats_lookups_total counter
+go_memstats_lookups_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 0
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 81600
+# HELP go_memstats_stack_inuse_bytes Number of bytes in use by the stack allocator.
+# TYPE go_memstats_stack_inuse_bytes gauge
+go_memstats_stack_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 622592
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 10
+# HELP promhttp_metric_handler_requests_in_flight Current number of scrapes being served.
+# TYPE promhttp_metric_handler_requests_in_flight gauge
+promhttp_metric_handler_requests_in_flight{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1
+# HELP db_sql_connection_max_open Maximum number of open connections to the database
+# TYPE db_sql_connection_max_open gauge
+db_sql_connection_max_open{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 10
+# HELP go_goroutines Number of goroutines that currently exist.
+# TYPE go_goroutines gauge
+go_goroutines{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 41
+# HELP process_runtime_go_mem_live_objects Number of live objects is the number of cumulative Mallocs - Frees
+# TYPE process_runtime_go_mem_live_objects gauge
+process_runtime_go_mem_live_objects{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 10167
+# HELP db_sql_connection_closed_max_lifetime_total The total number of connections closed due to SetConnMaxLifetime
+# TYPE db_sql_connection_closed_max_lifetime_total counter
+db_sql_connection_closed_max_lifetime_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 0
+# HELP process_runtime_go_mem_heap_sys_bytes Bytes of heap memory obtained from the OS
+# TYPE process_runtime_go_mem_heap_sys_bytes gauge
+process_runtime_go_mem_heap_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 7.798784e+06
+# HELP process_virtual_memory_max_bytes Maximum amount of virtual memory available in bytes.
+# TYPE process_virtual_memory_max_bytes gauge
+process_virtual_memory_max_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.8446744073709552e+19
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 0.13
+# HELP process_runtime_go_goroutines Number of goroutines that currently exist
+# TYPE process_runtime_go_goroutines gauge
+process_runtime_go_goroutines{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 40
+# HELP promhttp_metric_handler_requests_total Total number of scrapes by HTTP status code.
+# TYPE promhttp_metric_handler_requests_total counter
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",code="200"} 0
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",code="500"} 0
+promhttp_metric_handler_requests_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",code="503"} 0
+# HELP http_status_codes_total Number of returned HTTP status codes
+# TYPE http_status_codes_total counter
+http_status_codes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",code="200",http_route="/health",otel_scope_name="gotrue",otel_scope_version=""} 1
+# HELP process_runtime_go_mem_heap_inuse_bytes Bytes in in-use spans
+# TYPE process_runtime_go_mem_heap_inuse_bytes gauge
+process_runtime_go_mem_heap_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 3.4816e+06
+# HELP go_memstats_heap_objects Number of allocated objects.
+# TYPE go_memstats_heap_objects gauge
+go_memstats_heap_objects{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 9763
+# HELP go_memstats_mspan_inuse_bytes Number of bytes in use by mspan structures.
+# TYPE go_memstats_mspan_inuse_bytes gauge
+go_memstats_mspan_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 70880
+# HELP http_server_response_size_bytes_total Measures the size of HTTP response messages.
+# TYPE http_server_response_size_bytes_total counter
+http_server_response_size_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0"} 107
+# HELP process_runtime_go_mem_lookups_total Number of pointer lookups performed by the runtime
+# TYPE process_runtime_go_mem_lookups_total counter
+process_runtime_go_mem_lookups_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 0
+# HELP db_sql_connection_closed_max_idle_time_total The total number of connections closed due to SetConnMaxIdleTime
+# TYPE db_sql_connection_closed_max_idle_time_total counter
+db_sql_connection_closed_max_idle_time_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 0
+# HELP db_sql_connection_open The number of established connections both in use and idle
+# TYPE db_sql_connection_open gauge
+db_sql_connection_open{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0",status="idle"} 0
+db_sql_connection_open{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0",status="inuse"} 0
+# HELP go_gc_duration_seconds A summary of the pause duration of garbage collection cycles.
+# TYPE go_gc_duration_seconds summary
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",quantile="0"} 4.5579e-05
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",quantile="0.25"} 5.4385e-05
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",quantile="0.5"} 0.000106201
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",quantile="0.75"} 0.001139404
+go_gc_duration_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",quantile="1"} 0.008502312
+go_gc_duration_seconds_sum{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 0.019999787
+go_gc_duration_seconds_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 20
+# HELP target_info Target metadata
+# TYPE target_info gauge
+target_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",service_name="unknown_service:auth",telemetry_sdk_language="go",telemetry_sdk_name="opentelemetry",telemetry_sdk_version="1.26.0"} 1
+# HELP http_server_request_size_bytes_total Measures the size of HTTP request messages.
+# TYPE http_server_request_size_bytes_total counter
+http_server_request_size_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0"} 0
+# HELP process_runtime_go_gc_pause_total_ns_total Cumulative nanoseconds in GC stop-the-world pauses since the program started
+# TYPE process_runtime_go_gc_pause_total_ns_total counter
+process_runtime_go_gc_pause_total_ns_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 1.9999787e+07
+# HELP go_info Information about the Go environment.
+# TYPE go_info gauge
+go_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",version="go1.23.3"} 1
+# HELP go_memstats_last_gc_time_seconds Number of seconds since 1970 of last garbage collection.
+# TYPE go_memstats_last_gc_time_seconds gauge
+go_memstats_last_gc_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.7332412644466076e+09
+# HELP go_memstats_heap_sys_bytes Number of heap bytes obtained from system.
+# TYPE go_memstats_heap_sys_bytes gauge
+go_memstats_heap_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 7.766016e+06
+# HELP go_memstats_stack_sys_bytes Number of bytes obtained from system for stack allocator.
+# TYPE go_memstats_stack_sys_bytes gauge
+go_memstats_stack_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 622592
+# HELP process_runtime_go_mem_heap_released_bytes Bytes of idle spans whose physical memory has been returned to the OS
+# TYPE process_runtime_go_mem_heap_released_bytes gauge
+process_runtime_go_mem_heap_released_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 4.13696e+06
+# HELP go_memstats_alloc_bytes Number of bytes allocated and still in use.
+# TYPE go_memstats_alloc_bytes gauge
+go_memstats_alloc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.839616e+06
+# HELP go_memstats_heap_released_bytes Number of heap bytes released to OS.
+# TYPE go_memstats_heap_released_bytes gauge
+go_memstats_heap_released_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 4.13696e+06
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.28167936e+09
+# HELP go_memstats_next_gc_bytes Number of heap bytes when next garbage collection will take place.
+# TYPE go_memstats_next_gc_bytes gauge
+go_memstats_next_gc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 4.194304e+06
+# HELP process_runtime_go_cgo_calls Number of cgo calls made by the current process
+# TYPE process_runtime_go_cgo_calls gauge
+process_runtime_go_cgo_calls{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 0
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.73323901352e+09
+# HELP runtime_uptime_milliseconds_total Milliseconds since application was initialized
+# TYPE runtime_uptime_milliseconds_total counter
+runtime_uptime_milliseconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 2.250715e+06
+# HELP go_threads Number of OS threads created.
+# TYPE go_threads gauge
+go_threads{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 8
+# HELP http_server_duration_milliseconds Measures the duration of inbound HTTP requests.
+# TYPE http_server_duration_milliseconds histogram
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="0"} 0
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="5"} 0
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="10"} 0
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="25"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="50"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="75"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="100"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="250"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="500"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="750"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="1000"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="2500"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="5000"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="7500"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="10000"} 1
+http_server_duration_milliseconds_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0",le="+Inf"} 1
+http_server_duration_milliseconds_sum{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0"} 18.807627
+http_server_duration_milliseconds_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",http_method="GET",http_scheme="http",http_status_code="200",net_host_name="xdgggqomhgiilfjtepts.supabase.co",net_protocol_name="http",net_protocol_version="1.1",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0"} 1
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.0022912e+07
+# HELP db_sql_connection_wait_duration_milliseconds_total The total time blocked waiting for a new connection
+# TYPE db_sql_connection_wait_duration_milliseconds_total counter
+db_sql_connection_wait_duration_milliseconds_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 0
+# HELP db_sql_connection_wait_total The total number of connections waited for
+# TYPE db_sql_connection_wait_total counter
+db_sql_connection_wait_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 0
+# HELP gotrue_running Whether GoTrue is running (always 1)
+# TYPE gotrue_running gauge
+gotrue_running{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="gotrue",otel_scope_version=""} 1
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 524288
+# HELP process_runtime_go_mem_heap_alloc_bytes Bytes of allocated heap objects
+# TYPE process_runtime_go_mem_heap_alloc_bytes gauge
+process_runtime_go_mem_heap_alloc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 1.919776e+06
+# HELP go_memstats_alloc_bytes_total Total number of bytes allocated, even if freed.
+# TYPE go_memstats_alloc_bytes_total counter
+go_memstats_alloc_bytes_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 9.748968e+06
+# HELP go_memstats_heap_inuse_bytes Number of heap bytes that are in use.
+# TYPE go_memstats_heap_inuse_bytes gauge
+go_memstats_heap_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 3.4816e+06
+# HELP go_memstats_heap_idle_bytes Number of heap bytes waiting to be used.
+# TYPE go_memstats_heap_idle_bytes gauge
+go_memstats_heap_idle_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 4.284416e+06
+# HELP go_memstats_mcache_inuse_bytes Number of bytes in use by mcache structures.
+# TYPE go_memstats_mcache_inuse_bytes gauge
+go_memstats_mcache_inuse_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 2400
+# HELP process_runtime_go_gc_pause_ns Amount of nanoseconds in GC stop-the-world pauses
+# TYPE process_runtime_go_gc_pause_ns histogram
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="0"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="5"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="10"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="25"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="50"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="75"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="100"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="250"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="500"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="750"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="1000"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="2500"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="5000"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="7500"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="10000"} 0
+process_runtime_go_gc_pause_ns_bucket{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0",le="+Inf"} 20
+process_runtime_go_gc_pause_ns_sum{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 1.9999787e+07
+process_runtime_go_gc_pause_ns_count{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 20
+# HELP process_runtime_go_mem_heap_idle_bytes Bytes in idle (unused) spans
+# TYPE process_runtime_go_mem_heap_idle_bytes gauge
+process_runtime_go_mem_heap_idle_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 4.317184e+06
+# HELP go_memstats_buck_hash_sys_bytes Number of bytes used by the profiling bucket hash table.
+# TYPE go_memstats_buck_hash_sys_bytes gauge
+go_memstats_buck_hash_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.452855e+06
+# HELP go_memstats_frees_total Total number of frees.
+# TYPE go_memstats_frees_total counter
+go_memstats_frees_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 34970
+# HELP process_runtime_go_mem_heap_objects Number of allocated heap objects
+# TYPE process_runtime_go_mem_heap_objects gauge
+process_runtime_go_mem_heap_objects{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 10167
+# HELP otel_scope_info Instrumentation Scope metadata
+# TYPE otel_scope_info gauge
+otel_scope_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 1
+otel_scope_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp",otel_scope_version="0.51.0"} 1
+otel_scope_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 1
+otel_scope_info{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="gotrue",otel_scope_version=""} 1
+# HELP process_runtime_go_gc_count_total Number of completed garbage collection cycles
+# TYPE process_runtime_go_gc_count_total counter
+process_runtime_go_gc_count_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="go.opentelemetry.io/contrib/instrumentation/runtime",otel_scope_version="0.45.0"} 20
+# HELP go_memstats_other_sys_bytes Number of bytes used for other system allocations.
+# TYPE go_memstats_other_sys_bytes gauge
+go_memstats_other_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 670129
+# HELP go_memstats_sys_bytes Number of bytes obtained from system.
+# TYPE go_memstats_sys_bytes gauge
+go_memstats_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.3718792e+07
+# HELP db_sql_connection_closed_max_idle_total The total number of connections closed due to SetMaxIdleConns
+# TYPE db_sql_connection_closed_max_idle_total counter
+db_sql_connection_closed_max_idle_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue",otel_scope_name="github.com/XSAM/otelsql",otel_scope_version="0.26.0"} 0
+# HELP go_memstats_heap_alloc_bytes Number of heap bytes allocated and still in use.
+# TYPE go_memstats_heap_alloc_bytes gauge
+go_memstats_heap_alloc_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 1.839616e+06
+# HELP go_memstats_mcache_sys_bytes Number of bytes used for mcache structures obtained from system.
+# TYPE go_memstats_mcache_sys_bytes gauge
+go_memstats_mcache_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 15600
+# HELP go_memstats_gc_sys_bytes Number of bytes used for garbage collection system metadata.
+# TYPE go_memstats_gc_sys_bytes gauge
+go_memstats_gc_sys_bytes{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 3.11e+06
+# HELP go_memstats_mallocs_total Total number of mallocs.
+# TYPE go_memstats_mallocs_total counter
+go_memstats_mallocs_total{supabase_project_ref="xdgggqomhgiilfjtepts",service_type="gotrue"} 44733
\ No newline at end of file
diff --git a/supabase/tests/fixtures/storage_api_metrics.txt b/supabase/tests/fixtures/storage_api_metrics.txt
new file mode 100644
index 0000000000000..171cba34e6309
--- /dev/null
+++ b/supabase/tests/fixtures/storage_api_metrics.txt
@@ -0,0 +1,274 @@
+
+# HELP storage_api_upload_started Upload started
+# TYPE storage_api_upload_started gauge
+
+# HELP storage_api_upload_success Successful uploads
+# TYPE storage_api_upload_success gauge
+
+# HELP storage_api_database_query_performance Database query performance
+# TYPE storage_api_database_query_performance histogram
+storage_api_database_query_performance_bucket{le="0.005",name="ListBuckets"} 0
+storage_api_database_query_performance_bucket{le="0.01",name="ListBuckets"} 0
+storage_api_database_query_performance_bucket{le="0.025",name="ListBuckets"} 0
+storage_api_database_query_performance_bucket{le="0.05",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="0.1",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="0.25",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="0.5",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="1",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="2.5",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="5",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="10",name="ListBuckets"} 1
+storage_api_database_query_performance_bucket{le="+Inf",name="ListBuckets"} 1
+storage_api_database_query_performance_sum{name="ListBuckets"} 0.031662833
+storage_api_database_query_performance_count{name="ListBuckets"} 1
+
+# HELP storage_api_queue_job_scheduled_time Time taken to schedule a job in the queue
+# TYPE storage_api_queue_job_scheduled_time histogram
+
+# HELP storage_api_queue_job_scheduled Current number of pending messages in the queue
+# TYPE storage_api_queue_job_scheduled gauge
+
+# HELP storage_api_queue_job_completed Current number of processed messages in the queue
+# TYPE storage_api_queue_job_completed gauge
+
+# HELP storage_api_queue_job_retry_failed Current number of failed attempts messages in the queue
+# TYPE storage_api_queue_job_retry_failed gauge
+
+# HELP storage_api_queue_job_error Current number of errored messages in the queue
+# TYPE storage_api_queue_job_error gauge
+
+# HELP storage_api_s3_upload_part S3 upload part performance
+# TYPE storage_api_s3_upload_part histogram
+
+# HELP storage_api_db_pool Number of database pools created
+# TYPE storage_api_db_pool gauge
+storage_api_db_pool{is_external="false"} 1
+
+# HELP storage_api_db_connections Number of database connections
+# TYPE storage_api_db_connections gauge
+storage_api_db_connections{is_external="false"} 0
+
+# HELP storage_api_http_pool_busy_sockets Number of busy sockets currently in use
+# TYPE storage_api_http_pool_busy_sockets gauge
+storage_api_http_pool_busy_sockets{name="s3_tus",region="stub",protocol="https"} 0
+
+# HELP storage_api_http_pool_free_sockets Number of free sockets available for reuse
+# TYPE storage_api_http_pool_free_sockets gauge
+storage_api_http_pool_free_sockets{name="s3_tus",region="stub",protocol="https"} 0
+
+# HELP storage_api_http_pool_requests Number of pending requests waiting for a socket
+# TYPE storage_api_http_pool_requests gauge
+storage_api_http_pool_requests{name="s3_tus",region="stub"} 0
+
+# HELP storage_api_http_pool_errors Number of pending requests waiting for a socket
+# TYPE storage_api_http_pool_errors gauge
+storage_api_http_pool_errors{name="s3_tus",region="stub",type="socket_error",protocol="https"} 0
+storage_api_http_pool_errors{name="s3_tus",region="stub",type="timeout_socket_error",protocol="https"} 0
+storage_api_http_pool_errors{name="s3_tus",region="stub",type="create_socket_error",protocol="https"} 0
+
+# HELP storage_api_http_request_duration_seconds request duration in seconds
+# TYPE storage_api_http_request_duration_seconds histogram
+storage_api_http_request_duration_seconds_bucket{le="0.005",method="GET",route="/bucket",status_code="2xx"} 0
+storage_api_http_request_duration_seconds_bucket{le="0.01",method="GET",route="/bucket",status_code="2xx"} 0
+storage_api_http_request_duration_seconds_bucket{le="0.025",method="GET",route="/bucket",status_code="2xx"} 0
+storage_api_http_request_duration_seconds_bucket{le="0.05",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="0.1",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="0.25",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="0.5",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="1",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="2.5",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="5",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="10",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_bucket{le="+Inf",method="GET",route="/bucket",status_code="2xx"} 1
+storage_api_http_request_duration_seconds_sum{method="GET",route="/bucket",status_code="2xx"} 0.043428125
+storage_api_http_request_duration_seconds_count{method="GET",route="/bucket",status_code="2xx"} 1
+
+# HELP storage_api_http_request_summary_seconds request duration in seconds summary
+# TYPE storage_api_http_request_summary_seconds summary
+storage_api_http_request_summary_seconds{quantile="0.01",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.05",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.5",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.9",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.95",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.99",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds{quantile="0.999",method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds_sum{method="GET",route="/bucket",status_code="2xx"} 0.042737459
+storage_api_http_request_summary_seconds_count{method="GET",route="/bucket",status_code="2xx"} 1
+
+# HELP storage_api_process_cpu_user_seconds_total Total user CPU time spent in seconds.
+# TYPE storage_api_process_cpu_user_seconds_total counter
+storage_api_process_cpu_user_seconds_total{region="stub"} 361.14234300000004
+
+# HELP storage_api_process_cpu_system_seconds_total Total system CPU time spent in seconds.
+# TYPE storage_api_process_cpu_system_seconds_total counter
+storage_api_process_cpu_system_seconds_total{region="stub"} 143.664084
+
+# HELP storage_api_process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE storage_api_process_cpu_seconds_total counter
+storage_api_process_cpu_seconds_total{region="stub"} 504.80642700000004
+
+# HELP storage_api_process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE storage_api_process_start_time_seconds gauge
+storage_api_process_start_time_seconds{region="stub"} 1733450910
+
+# HELP storage_api_process_resident_memory_bytes Resident memory size in bytes.
+# TYPE storage_api_process_resident_memory_bytes gauge
+storage_api_process_resident_memory_bytes{region="stub"} 103641088
+
+# HELP storage_api_process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE storage_api_process_virtual_memory_bytes gauge
+storage_api_process_virtual_memory_bytes{region="stub"} 4783030272
+
+# HELP storage_api_process_heap_bytes Process heap size in bytes.
+# TYPE storage_api_process_heap_bytes gauge
+storage_api_process_heap_bytes{region="stub"} 132231168
+
+# HELP storage_api_process_open_fds Number of open file descriptors.
+# TYPE storage_api_process_open_fds gauge
+storage_api_process_open_fds{region="stub"} 21
+
+# HELP storage_api_process_max_fds Maximum number of open file descriptors.
+# TYPE storage_api_process_max_fds gauge
+storage_api_process_max_fds{region="stub"} 1048576
+
+# HELP storage_api_nodejs_eventloop_lag_seconds Lag of event loop in seconds.
+# TYPE storage_api_nodejs_eventloop_lag_seconds gauge
+storage_api_nodejs_eventloop_lag_seconds{region="stub"} 0.0089925
+
+# HELP storage_api_nodejs_eventloop_lag_min_seconds The minimum recorded event loop delay.
+# TYPE storage_api_nodejs_eventloop_lag_min_seconds gauge
+storage_api_nodejs_eventloop_lag_min_seconds{region="stub"} 0.000014848
+
+# HELP storage_api_nodejs_eventloop_lag_max_seconds The maximum recorded event loop delay.
+# TYPE storage_api_nodejs_eventloop_lag_max_seconds gauge
+storage_api_nodejs_eventloop_lag_max_seconds{region="stub"} 1.198522367
+
+# HELP storage_api_nodejs_eventloop_lag_mean_seconds The mean of the recorded event loop delays.
+# TYPE storage_api_nodejs_eventloop_lag_mean_seconds gauge
+storage_api_nodejs_eventloop_lag_mean_seconds{region="stub"} 0.011911191714967564
+
+# HELP storage_api_nodejs_eventloop_lag_stddev_seconds The standard deviation of the recorded event loop delays.
+# TYPE storage_api_nodejs_eventloop_lag_stddev_seconds gauge
+storage_api_nodejs_eventloop_lag_stddev_seconds{region="stub"} 0.0035951748338251626
+
+# HELP storage_api_nodejs_eventloop_lag_p50_seconds The 50th percentile of the recorded event loop delays.
+# TYPE storage_api_nodejs_eventloop_lag_p50_seconds gauge
+storage_api_nodejs_eventloop_lag_p50_seconds{region="stub"} 0.011395071
+
+# HELP storage_api_nodejs_eventloop_lag_p90_seconds The 90th percentile of the recorded event loop delays.
+# TYPE storage_api_nodejs_eventloop_lag_p90_seconds gauge
+storage_api_nodejs_eventloop_lag_p90_seconds{region="stub"} 0.014335999
+
+# HELP storage_api_nodejs_eventloop_lag_p99_seconds The 99th percentile of the recorded event loop delays.
+# TYPE storage_api_nodejs_eventloop_lag_p99_seconds gauge
+storage_api_nodejs_eventloop_lag_p99_seconds{region="stub"} 0.017448959
+
+# HELP storage_api_nodejs_active_resources Number of active resources that are currently keeping the event loop alive, grouped by async resource type.
+# TYPE storage_api_nodejs_active_resources gauge
+storage_api_nodejs_active_resources{type="PipeWrap",region="stub"} 2
+storage_api_nodejs_active_resources{type="TCPSocketWrap",region="stub"} 2
+storage_api_nodejs_active_resources{type="TCPServerWrap",region="stub"} 1
+storage_api_nodejs_active_resources{type="Timeout",region="stub"} 2
+storage_api_nodejs_active_resources{type="Immediate",region="stub"} 1
+
+# HELP storage_api_nodejs_active_resources_total Total number of active resources.
+# TYPE storage_api_nodejs_active_resources_total gauge
+storage_api_nodejs_active_resources_total{region="stub"} 8
+
+# HELP storage_api_nodejs_active_handles Number of active libuv handles grouped by handle type. Every handle type is C++ class name.
+# TYPE storage_api_nodejs_active_handles gauge
+storage_api_nodejs_active_handles{type="Socket",region="stub"} 4
+storage_api_nodejs_active_handles{type="Server",region="stub"} 1
+
+# HELP storage_api_nodejs_active_handles_total Total number of active handles.
+# TYPE storage_api_nodejs_active_handles_total gauge
+storage_api_nodejs_active_handles_total{region="stub"} 5
+
+# HELP storage_api_nodejs_active_requests Number of active libuv requests grouped by request type. Every request type is C++ class name.
+# TYPE storage_api_nodejs_active_requests gauge
+
+# HELP storage_api_nodejs_active_requests_total Total number of active requests.
+# TYPE storage_api_nodejs_active_requests_total gauge
+storage_api_nodejs_active_requests_total{region="stub"} 0
+
+# HELP storage_api_nodejs_heap_size_total_bytes Process heap size from Node.js in bytes.
+# TYPE storage_api_nodejs_heap_size_total_bytes gauge
+storage_api_nodejs_heap_size_total_bytes{region="stub"} 51707904
+
+# HELP storage_api_nodejs_heap_size_used_bytes Process heap size used from Node.js in bytes.
+# TYPE storage_api_nodejs_heap_size_used_bytes gauge
+storage_api_nodejs_heap_size_used_bytes{region="stub"} 43002696
+
+# HELP storage_api_nodejs_external_memory_bytes Node.js external memory size in bytes.
+# TYPE storage_api_nodejs_external_memory_bytes gauge
+storage_api_nodejs_external_memory_bytes{region="stub"} 3568105
+
+# HELP storage_api_nodejs_heap_space_size_total_bytes Process heap space size total from Node.js in bytes.
+# TYPE storage_api_nodejs_heap_space_size_total_bytes gauge
+storage_api_nodejs_heap_space_size_total_bytes{space="read_only",region="stub"} 0
+storage_api_nodejs_heap_space_size_total_bytes{space="new",region="stub"} 1048576
+storage_api_nodejs_heap_space_size_total_bytes{space="old",region="stub"} 44597248
+storage_api_nodejs_heap_space_size_total_bytes{space="code",region="stub"} 3670016
+storage_api_nodejs_heap_space_size_total_bytes{space="shared",region="stub"} 0
+storage_api_nodejs_heap_space_size_total_bytes{space="new_large_object",region="stub"} 0
+storage_api_nodejs_heap_space_size_total_bytes{space="large_object",region="stub"} 2220032
+storage_api_nodejs_heap_space_size_total_bytes{space="code_large_object",region="stub"} 172032
+storage_api_nodejs_heap_space_size_total_bytes{space="shared_large_object",region="stub"} 0
+
+# HELP storage_api_nodejs_heap_space_size_used_bytes Process heap space size used from Node.js in bytes.
+# TYPE storage_api_nodejs_heap_space_size_used_bytes gauge
+storage_api_nodejs_heap_space_size_used_bytes{space="read_only",region="stub"} 0
+storage_api_nodejs_heap_space_size_used_bytes{space="new",region="stub"} 310136
+storage_api_nodejs_heap_space_size_used_bytes{space="old",region="stub"} 37172576
+storage_api_nodejs_heap_space_size_used_bytes{space="code",region="stub"} 3194320
+storage_api_nodejs_heap_space_size_used_bytes{space="shared",region="stub"} 0
+storage_api_nodejs_heap_space_size_used_bytes{space="new_large_object",region="stub"} 0
+storage_api_nodejs_heap_space_size_used_bytes{space="large_object",region="stub"} 2186264
+storage_api_nodejs_heap_space_size_used_bytes{space="code_large_object",region="stub"} 155296
+storage_api_nodejs_heap_space_size_used_bytes{space="shared_large_object",region="stub"} 0
+
+# HELP storage_api_nodejs_heap_space_size_available_bytes Process heap space size available from Node.js in bytes.
+# TYPE storage_api_nodejs_heap_space_size_available_bytes gauge
+storage_api_nodejs_heap_space_size_available_bytes{space="read_only",region="stub"} 0
+storage_api_nodejs_heap_space_size_available_bytes{space="new",region="stub"} 720744
+storage_api_nodejs_heap_space_size_available_bytes{space="old",region="stub"} 6558624
+storage_api_nodejs_heap_space_size_available_bytes{space="code",region="stub"} 246096
+storage_api_nodejs_heap_space_size_available_bytes{space="shared",region="stub"} 0
+storage_api_nodejs_heap_space_size_available_bytes{space="new_large_object",region="stub"} 1048576
+storage_api_nodejs_heap_space_size_available_bytes{space="large_object",region="stub"} 0
+storage_api_nodejs_heap_space_size_available_bytes{space="code_large_object",region="stub"} 0
+storage_api_nodejs_heap_space_size_available_bytes{space="shared_large_object",region="stub"} 0
+
+# HELP storage_api_nodejs_version_info Node.js version info.
+# TYPE storage_api_nodejs_version_info gauge
+storage_api_nodejs_version_info{version="v20.18.0",major="20",minor="18",patch="0",region="stub"} 1
+
+# HELP storage_api_nodejs_gc_duration_seconds Garbage collection duration by kind, one of major, minor, incremental or weakcb.
+# TYPE storage_api_nodejs_gc_duration_seconds histogram
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.001",kind="minor",region="stub"} 544
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.01",kind="minor",region="stub"} 1002
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.1",kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_bucket{le="1",kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_bucket{le="2",kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_bucket{le="5",kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_bucket{le="+Inf",kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_sum{kind="minor",region="stub"} 1.4403644915223157
+storage_api_nodejs_gc_duration_seconds_count{kind="minor",region="stub"} 1006
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.001",kind="incremental",region="stub"} 4
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.01",kind="incremental",region="stub"} 8
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.1",kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_bucket{le="1",kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_bucket{le="2",kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_bucket{le="5",kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_bucket{le="+Inf",kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_sum{kind="incremental",region="stub"} 0.07946879202127458
+storage_api_nodejs_gc_duration_seconds_count{kind="incremental",region="stub"} 12
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.001",kind="major",region="stub"} 0
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.01",kind="major",region="stub"} 10
+storage_api_nodejs_gc_duration_seconds_bucket{le="0.1",kind="major",region="stub"} 11
+storage_api_nodejs_gc_duration_seconds_bucket{le="1",kind="major",region="stub"} 11
+storage_api_nodejs_gc_duration_seconds_bucket{le="2",kind="major",region="stub"} 11
+storage_api_nodejs_gc_duration_seconds_bucket{le="5",kind="major",region="stub"} 11
+storage_api_nodejs_gc_duration_seconds_bucket{le="+Inf",kind="major",region="stub"} 11
+storage_api_nodejs_gc_duration_seconds_sum{kind="major",region="stub"} 0.04609945893287658
+storage_api_nodejs_gc_duration_seconds_count{kind="major",region="stub"} 11
\ No newline at end of file
diff --git a/supabase/tests/test_e2e.py b/supabase/tests/test_e2e.py
new file mode 100644
index 0000000000000..3357d5a6d148f
--- /dev/null
+++ b/supabase/tests/test_e2e.py
@@ -0,0 +1,13 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import assert_service_checks
+
+
+def test_e2e_openmetrics_v2(dd_agent_check):
+    aggregator = dd_agent_check()
+
+    aggregator.assert_service_check('supabase.openmetrics.health', ServiceCheck.OK, count=1)
+    aggregator.assert_service_check('supabase.storage_api.openmetrics.health', ServiceCheck.OK, count=1)
+    assert_service_checks(aggregator)
diff --git a/supabase/tests/test_unit.py b/supabase/tests/test_unit.py
new file mode 100644
index 0000000000000..774eec9646831
--- /dev/null
+++ b/supabase/tests/test_unit.py
@@ -0,0 +1,50 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+import pytest
+
+from datadog_checks.base.constants import ServiceCheck
+from datadog_checks.dev.utils import get_metadata_metrics
+from datadog_checks.supabase import SupabaseCheck
+
+from .common import (
+    PRIVILEGED_METRICS,
+    PRIVILEGED_METRICS_INSTANCE,
+    PRIVILEGED_METRICS_NAMESPACE,
+    STORAGE_API_INSTANCE,
+    STORAGE_API_METRICS,
+    STORAGE_API_METRICS_NAMESPACE,
+    get_fixture_path,
+)
+
+
+@pytest.mark.parametrize(
+    'namespace, instance, metrics, fixture_name,',
+    [
+        (PRIVILEGED_METRICS_NAMESPACE, PRIVILEGED_METRICS_INSTANCE, PRIVILEGED_METRICS, 'privileged_metrics.txt'),
+        (STORAGE_API_METRICS_NAMESPACE, STORAGE_API_INSTANCE, STORAGE_API_METRICS, 'storage_api_metrics.txt'),
+    ],
+)
+def test_check_mock_supabase_openmetrics(
+    dd_run_check, instance, aggregator, fixture_name, metrics, mock_http_response, namespace
+):
+    mock_http_response(file_path=get_fixture_path(fixture_name))
+    check = SupabaseCheck('supabase', {}, [instance])
+    dd_run_check(check)
+
+    for metric in metrics:
+        aggregator.assert_metric(metric)
+        aggregator.assert_metric_has_tag(metric, 'test:test')
+
+    aggregator.assert_all_metrics_covered()
+    aggregator.assert_metrics_using_metadata(get_metadata_metrics())
+    aggregator.assert_service_check(f'{namespace}.openmetrics.health', ServiceCheck.OK)
+
+
+def test_empty_instance(dd_run_check):
+    with pytest.raises(
+        Exception,
+        match='Must specify at least one of the following:`privileged_metrics_endpoint` or `storage_api_endpoint`.',
+    ):
+        check = SupabaseCheck('supabase', {}, [{}])
+        dd_run_check(check)
diff --git a/supervisord/CHANGELOG.md b/supervisord/CHANGELOG.md
index 630815c3b0b0c..6244150ce1e99 100644
--- a/supervisord/CHANGELOG.md
+++ b/supervisord/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.6.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/supervisord/changelog.d/18207.added b/supervisord/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/supervisord/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/supervisord/changelog.d/18580.removed b/supervisord/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/supervisord/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/supervisord/changelog.d/18617.fixed b/supervisord/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/supervisord/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/supervisord/datadog_checks/supervisord/__about__.py b/supervisord/datadog_checks/supervisord/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/supervisord/datadog_checks/supervisord/__about__.py
+++ b/supervisord/datadog_checks/supervisord/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/suricata/CHANGELOG.md b/suricata/CHANGELOG.md
index f0d97588867bd..bc254b3fd4dc7 100644
--- a/suricata/CHANGELOG.md
+++ b/suricata/CHANGELOG.md
@@ -2,12 +2,16 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/symantec_endpoint_protection/CHANGELOG.md b/symantec_endpoint_protection/CHANGELOG.md
new file mode 100644
index 0000000000000..058b2807cc86f
--- /dev/null
+++ b/symantec_endpoint_protection/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - symantec-endpoint-protection
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-11-28
+
+***Added***:
+
+* Initial Release ([#18714](https://github.com/DataDog/integrations-core/pull/18714))
diff --git a/symantec_endpoint_protection/README.md b/symantec_endpoint_protection/README.md
new file mode 100644
index 0000000000000..99d40f025ed13
--- /dev/null
+++ b/symantec_endpoint_protection/README.md
@@ -0,0 +1,141 @@
+## Overview
+
+[Symantec Endpoint Protection][5] is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.
+
+This integration enriches and ingests the following logs from Symantec Endpoint Protection:
+
+- **Audit logs**: Record changes to policies such as policy updates, policy assignments, and more.
+- **Risk logs**: Track and record potential security risks detected on endpoints, including malware, vulnerabilities, and suspicious activities.
+- **Scan logs**: Record the results of antivirus scans, including detected malware, scan settings, and user information.
+- **System logs**: Record all administrative activities, client activities, server activities and `client_server` activities.
+- **Security logs**: Record security-related events, including attacks, compliance, and device control.
+- **Application control logs**: Record events related to application control, such as blocked or allowed applications.
+- **Traffic logs**: Record network traffic events, including incoming and outgoing connections, protocols, and ports.
+
+You can also visualize detailed insights into the above-mentioned logs with the out-of-the-box dashboards. Once you've installed the integration, you can find the dashboards by searching for "symantec-endpoint-protection" in the dashboards list.
+
+## Setup
+
+### Installation
+
+To install the Symantec Endpoint Protection integration, run the following Agent installation command and the steps below. For more information, see the [Integration Management documentation][6].
+
+**Note**: This step is not necessary for Agent version >= 7.52.0.
+
+Linux command:
+
+  ```shell
+  sudo -u dd-agent -- datadog-agent integration install datadog-symantec_endpoint_protection==1.0.0
+  ```
+
+### Configuration
+
+#### Log collection
+
+1. Collecting logs is disabled by default in the Datadog Agent. Enable it in `datadog.yaml`:
+
+    ```yaml
+    logs_enabled: true
+    ```
+
+2. Add this configuration block to your `symantec_endpoint_protection.d/conf.yaml` file to start collecting your Symantec Endpoint Protection logs.
+
+    See the [sample symantec_endpoint_protection.d/conf.yaml][6] for available configuration options.
+
+      ```yaml
+      logs:
+       - type: udp
+         port: <PORT>
+         service: symantec-endpoint-protection
+         source: symantec-endpoint-protection
+      ```
+
+3. [Restart the Agent][1].
+
+4. Configure Syslog Message Forwarding from Symantec Endpoint Protection Server:
+
+    1. Log on to your **Symantec Endpoint Protection Server**.
+    2. Click on **Admin**.
+    3. Click on **servers** on the **administrative** panel.
+    4. Select **sites** for which you want to forward logs.
+    5. Click on **Configure external logging**.
+    6. Enable Transmission of Logs to a Syslog Server.
+    7. Provide your **syslog server IP**.
+    8. Select network protocol as **UDP**.
+    9. Provide the **PORT** where you want to forward logs.
+
+### Validation
+
+[Run the Agent's status subcommand][2] and look for `symantec_endpoint_protection` under the Checks section.
+
+## Data Collected
+
+### Logs
+
+The Symantec Endpoint Protection integration collects audit, risk, scan, security, traffic, application control, and system logs.
+
+### Metrics
+
+The Symantec Endpoint Protection integration does not include any metrics.
+
+### Events
+
+The Symantec Endpoint Protection integration does not include any events.
+
+### Service Checks
+
+The Symantec Endpoint Protection integration does not include any service checks.
+
+## Troubleshooting
+
+### Permission denied while port binding
+
+If you see a **Permission denied** error while port binding in the Agent logs, see the following instructions:
+
+   1. Binding to a port number under 1024 requires elevated permissions. Grant access to the port using the `setcap` command:
+
+      - Grant access to the port using the `setcap` command:
+
+         ```shell
+         sudo setcap CAP_NET_BIND_SERVICE=+ep /opt/datadog-agent/bin/agent/agent
+         ```
+
+      - Verify the setup is correct by running the `getcap` command:
+
+         ```shell
+         sudo getcap /opt/datadog-agent/bin/agent/agent
+         ```
+
+         With the expected output:
+
+         ```shell
+         /opt/datadog-agent/bin/agent/agent = cap_net_bind_service+ep
+         ```
+
+         **Note**: Re-run this `setcap` command every time you upgrade the Agent.
+
+   2. [Restart the Agent][1].
+
+### Data is not being collected
+
+Make sure that traffic is bypassed from the configured port if the firewall is enabled.
+
+### Port already in use
+
+If you see the **Port <PORT-NO\> Already in Use** error, see the following instructions. The example below is for PORT-NO = 514:
+
+On systems using Syslog, if the Agent listens for Cisco Secure Firewall logs on port 514, the following error can appear in the Agent logs: `Can't start UDP forwarder on port 514: listen udp :514: bind: address already in use`.
+
+This error occurs because by default, Syslog listens on port 514. To resolve this error, take **one** of the following steps:
+
+- Disable Syslog.
+- Configure the Agent to listen on a different, available port.
+
+Need help? Contact [Datadog support][3].
+
+[1]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[2]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[3]: https://docs.datadoghq.com/help/
+[4]: https://docs.datadoghq.com/agent/
+[5]: https://techdocs.broadcom.com/us/en/symantec-security-software/endpoint-security-and-management/endpoint-protection/all/what-is-v45096464-d43e1648.html
+[6]: https://docs.datadoghq.com/agent/guide/integration-management/?tab=linux#install
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/configuration/spec.yaml b/symantec_endpoint_protection/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..8259437f05d22
--- /dev/null
+++ b/symantec_endpoint_protection/assets/configuration/spec.yaml
@@ -0,0 +1,10 @@
+name: Symantec Endpoint Protection
+files:
+- name: symantec_endpoint_protection.yaml
+  options:
+  - template: logs
+    example:
+    - type: udp
+      port: <PORT>
+      source: symantec-endpoint-protection
+      service: symantec-endpoint-protection
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_application_control.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_application_control.json
new file mode 100644
index 0000000000000..ee906e0cc5305
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_application_control.json
@@ -0,0 +1,927 @@
+{
+    "title": "Symantec Endpoint Protection - Application Control",
+    "description": "This dashboard provides information about the Application Control logs of Application and Device Control generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 2804097939643020,
+            "definition": {
+                "title": "",
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+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8802738356167996,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the Application Control logs of Application and Device Control generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 6
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 9
+            }
+        },
+        {
+            "id": 3393191833622812,
+            "definition": {
+                "title": "Application Control Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4716857026057656,
+                        "definition": {
+                            "title": "Application Control Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5551369900400330,
+                        "definition": {
+                            "title": "Total Application Control Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
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+                                        {
+                                            "data_source": "logs",
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+                                            "indexes": [
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+                                                "aggregation": "count"
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+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1450273177268032,
+                        "definition": {
+                            "title": "Top Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name -@usr.name:None"
+                                            },
+                                            "storage": "hot"
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+                                    ],
+                                    "response_format": "scalar",
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+                                    "sort": {
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+                                        "order_by": [
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+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 4,
+                            "width": 3,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 9
+            }
+        },
+        {
+            "id": 1353300741756738,
+            "definition": {
+                "title": "Application Control Log Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1336589259337004,
+                        "definition": {
+                            "title": "Top Descriptions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@application_event_description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7435084090457840,
+                        "definition": {
+                            "title": "Top Domains",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@domain_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4753255554439116,
+                        "definition": {
+                            "title": "Top  APIs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@api_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4210114757743938,
+                        "definition": {
+                            "title": "Top Rules",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7801682923806184,
+                        "definition": {
+                            "title": "Action Status",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@action_description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@action_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 4,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5799648343012586,
+                        "definition": {
+                            "title": "Top Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@action_description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5318869640767718,
+                        "definition": {
+                            "title": "Caller Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@caller_process_id",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@called_process_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@caller_return_address",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@caller_return_module_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10000,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 8,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 559016614216946,
+                        "definition": {
+                            "title": "Application Control By Country",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "geomap",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.geoip.country.iso_code",
+                                                    "limit": 250,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 250,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5259382815069934,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:application-control $User $Domain $Action $Api-Name",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "usr.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "application_event_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "api_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "caller_process_id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "called_process_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "caller_return_address",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "caller_return_module_name",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 9,
+                "width": 12,
+                "height": 21
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "User",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Domain",
+            "prefix": "@domain_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Action",
+            "prefix": "@action_description",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Api-Name",
+            "prefix": "@api_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_overview.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_overview.json
new file mode 100644
index 0000000000000..ff73cc87fb8ba
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_overview.json
@@ -0,0 +1,1820 @@
+{
+    "title": "Symantec Endpoint Protection - Overview",
+    "description": "This Dashboard provides a comprehensive summary of Symantec Endpoint Protection logs, allowing quick assess to the each log count by its type and details of those logs.",
+    "widgets": [
+        {
+            "id": 463772227106378,
+            "definition": {
+                "title": "",
+                "banner_img": 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+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3007578271362798,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides overview of the Risk Logs, Scan Logs, Application Control Logs, Traffic Logs, Security Logs, System Logs and Audit Events generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
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+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
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+                            "y": 0,
+                            "width": 6,
+                            "height": 5
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+                ]
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+                "width": 6,
+                "height": 8
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+        {
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+            "definition": {
+                "title": "Overview",
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+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4615525095028922,
+                        "definition": {
+                            "title": "Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
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+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
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+                        "layout": {
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+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1679476490024906,
+                        "definition": {
+                            "title": "Distribution by Log Types",
+                            "title_size": "16",
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+                                            "group_by": [
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+                                                    "facet": "@service",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection"
+                                            },
+                                            "storage": "hot"
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+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
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+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
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+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
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+            "layout": {
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+                "y": 0,
+                "width": 6,
+                "height": 8
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+        },
+        {
+            "id": 1835558821317992,
+            "definition": {
+                "title": "Total Risk Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
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+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:symantec-endpoint-protection service:risk"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red"
+                            }
+                        ],
+                        "formulas": [
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+                                "formula": "query1"
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+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 4
+            }
+        },
+        {
+            "id": 4045557395351174,
+            "definition": {
+                "title": "Risk Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
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+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:symantec-endpoint-protection service:risk"
+                                },
+                                "storage": "hot"
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+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 0,
+                "width": 8,
+                "height": 4
+            }
+        },
+        {
+            "id": 5570361096037134,
+            "definition": {
+                "title": "Total Scan Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
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+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:symantec-endpoint-protection service:scan"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_yellow"
+                            }
+                        ],
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
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+                "y": 4,
+                "width": 4,
+                "height": 4
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+        },
+        {
+            "id": 3879534748940514,
+            "definition": {
+                "title": "Scan Logs over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "horizontal",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "alias": "count",
+                                "formula": "query1"
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+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
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+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:symantec-endpoint-protection service:scan"
+                                },
+                                "storage": "hot"
+                            }
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+                        "response_format": "timeseries",
+                        "style": {
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+                            "order_by": "values",
+                            "line_type": "solid",
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+                    }
+                ]
+            },
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+                "width": 8,
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+        },
+        {
+            "id": 3993411943185414,
+            "definition": {
+                "title": "Total Application Control Logs",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "response_format": "scalar",
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
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+                    {
+                        "id": 514638455017102,
+                        "definition": {
+                            "title": "Medium Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection status:medium"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [
+                                {
+                                    "label": "View related Security Signals",
+                                    "link": "/security?query=@workflow.rule.name:{{@workflow.rule.name.value}}&column=time&order=desc&view=signal&start={{timestamp_widget_start}}&end={{timestamp_widget_end}}&paused=false"
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 32,
+                "width": 12,
+                "height": 10
+            }
+        },
+        {
+            "id": 1853977853681626,
+            "definition": {
+                "title": "Audit Events Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 546713173439682,
+                        "definition": {
+                            "title": "Total Audit Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:audit $Event-Type $Policy-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7958987691224374,
+                        "definition": {
+                            "title": "Audit Events over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:audit $Event-Type $Policy-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 587442089219928,
+                        "definition": {
+                            "title": "Type of Audit Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@event_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:audit $Event-Type $Policy-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8618808784283546,
+                        "definition": {
+                            "title": "Top Audit Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@event_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:audit $Event-Type $Policy-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5622536135026798,
+                        "definition": {
+                            "title": "Top Policies",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@policy_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:audit $Event-Type $Policy-Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 7,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6156523113227100,
+                        "definition": {
+                            "title": "Audit Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:audit ",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "event_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "audit_event_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "audit_admin_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "policy_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "server_name",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 42,
+                "width": 12,
+                "height": 17
+            }
+        },
+        {
+            "id": 4384564956599440,
+            "definition": {
+                "title": "Log Details",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:symantec-endpoint-protection ",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Event-Type",
+            "prefix": "@event_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Policy-Name",
+            "prefix": "@policy_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_risk.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_risk.json
new file mode 100644
index 0000000000000..fbb770a3ec06d
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_risk.json
@@ -0,0 +1,2257 @@
+{
+    "title": "Symantec Endpoint Protection - Risk",
+    "description": "This dashboard provides information about the Risk logs generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 1304401806386442,
+            "definition": {
+                "title": "",
+                "banner_img": 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+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5073780463706508,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the Risk logs generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 4397016275636066,
+            "definition": {
+                "title": "Risk Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5275798311074670,
+                        "definition": {
+                            "title": "Risk Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:risk $Risk-Name $User $server_name $Action $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8815658168302322,
+                        "definition": {
+                            "title": "Total Risk Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:risk $Risk-Name $User $server_name $Action $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1026009056371212,
+                        "definition": {
+                            "title": "Top Risks",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@risk_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:risk $Risk-Name $User $server_name $Action $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 4969010212931252,
+            "definition": {
+                "title": "Risk Logs Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7818864836062226,
+                        "definition": {
+                            "title": "Top Risk Types",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@risk_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:risk $Risk-Name $User $server_name $Action $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3066507953223256,
+                        "definition": {
+                            "title": "Top Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:risk $Risk-Name $User $server_name $Action $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8515585581461480,
+                        "definition": {
+                            "title": "Top Servers",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@server_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
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+                                        {
+                                            "field": "hash_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_computer_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_computer_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_source",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "web_domain",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "category_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "category_set",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "company_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "group_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "disposition",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url_tarcking_status",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "certificate_issuer",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "certificate_signer",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "certificate_thumbprint",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "certificate_serial_number",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 51,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 56
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Risk-Name",
+            "prefix": "@risk_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "User",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "server_name",
+            "prefix": "@server_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Action",
+            "prefix": "@actual_action",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Domain",
+            "prefix": "@domain_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_scan.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_scan.json
new file mode 100644
index 0000000000000..b8618e63c4e1b
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_scan.json
@@ -0,0 +1,1244 @@
+{
+    "title": "Symantec Endpoint Protection - Scan",
+    "description": "This dashboard provides information about the Scan logs generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 1126311756413248,
+            "definition": {
+                "title": "",
+                "banner_img": "data:image/jpeg;base64,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",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1669617153014420,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the Scan logs generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 525096340156022,
+            "definition": {
+                "title": "Scan Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3199509059263778,
+                        "definition": {
+                            "title": "Scan Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:scan -@status:Started $User $Scan-Status $Scan-Type $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7395615345245134,
+                        "definition": {
+                            "title": "Total Scan Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:scan -@status:Started $User $Scan-Status $Scan-Type $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8761095194527554,
+                        "definition": {
+                            "title": "Total Scans Completed",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:scan @status:Completed $User $Scan-Status $Scan-Type $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 4,
+                            "width": 3,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 1270423737635008,
+            "definition": {
+                "title": "Scan Log Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7963348970703650,
+                        "definition": {
+                            "title": "Total Suspended Scans",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:scan @status:Suspended $User $Scan-Status $Scan-Type $Domain"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4179092541605904,
+                        "definition": {
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+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:scan $User $Scan-Status $Scan-Type $Domain",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@status",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_results",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "user1",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "user2",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "computer",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "server_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "command",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "group_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "start_time",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "end_time",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "network.client.ip",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 32,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 37
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "User",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Scan-Status",
+            "prefix": "@status",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Scan-Type",
+            "prefix": "@scan_type",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Domain",
+            "prefix": "@domain_name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_security.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_security.json
new file mode 100644
index 0000000000000..2c551f299e750
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_security.json
@@ -0,0 +1,1555 @@
+{
+    "title": "Symantec Endpoint Protection - Security",
+    "description": "This dashboard provides information about the Security logs generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 2679486675865774,
+            "definition": {
+                "title": "",
+                "banner_img": "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wCEAAkGBxAPDw8NEBAQFg8PEBUWEA8WFhYVEhYXFxcWFxUWHxUYHSggGBolGxUXITMjJS0rLjEuFx8zODMsQyktLysBCgoKDg0OGxAQGjUlHyAtMjEzMTc3MCs1Nzc1LTUxNTUvLy4tNzIyNTc1NTU3LDUvNy0tLS00Ny0tMjI1NTY3Lf/AABEIAKgBKwMBIgACEQEDEQH/xAAcAAEAAgMBAQEAAAAAAAAAAAAABQYBBAcCAwj/xABEEAABAwIEAwUEBQcMAwAAAAABAAIDBBEFBhIhBxMxFCJBUWEycYGRI0KhseEVJDVydILBMzZTYnOSorKztNHwCBZS/8QAGgEBAAIDAQAAAAAAAAAAAAAAAAQFAgMGAf/EACsRAQABBAAEBQIHAAAAAAAAAAABAgMEEQUSITETFEFRgTLwIjNhcZHB0f/aAAwDAQACEQMRAD8A7iiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAi+U87Yxqe4ADxKhqjMTQbRsJ9TsPkouRmWbH5lWm23ZrufTCeRVoZjk8Y2W95W5SY/G42eCw+fVvzWi3xbFuTqK/56NlWJdpjcwmVET4/CJ46WNwfLIC4aTdga0gOu8bA77A7lVjO2aJB2mjpp4GuMIAqGSd+lkvqMk/hFDpsA7c6nAWWzw/wlrIpSKKOCmlcx0LS1zKl7m6g50rDs3fdtibtKnV7mNUo8a9V0BWViyys3giIgIiICIsIMoiICIiAiIgIiICLCygIsIgyiIgIiICIiAiIgIiIC+NVO2Njnu6NC+yr2aZ/YiHT2j9w/iombkeXsVXPbt+7bYt+JXFKJrqx8z9Tun1W+A/Fb9FgL3gOkOkH6vV34L1lujDnGZw2YbN9/iVUqbiu6mxKbDMWphT2lLYqhpJZpJ+jc4H6pFu8NvMDe1Jw7hsZMeYyOvN6J2Rkzbnw7fTS8Oy5HbZ77+e33WXNeK2N/kqMU7JPzmdt4nN6sAd7RBFrGxC6bmbH4qCinr5CCyKPU0AjvuOzGg/1iQPivy9gGFVWYMTe0v+lqHOlnmNiGNuLuDS4XA1NAaD0srWeFYvNFXJrSJ5u7qY2nMq5YkrcSnZOySlpBoFVFG8kG7WERlwdc6vavuAv01G0AADoAAFQzgkVAG0kLbQsF2C5JsSSd3Ek7kq3YDUGSBt+re6fh0+yy04mfVcya7FUa5e3wzvWIpt03Inu+OPZlosPaHVdTHEHeyHG7ne5gu4/AKGoOJ+CzuDGV8QcenMbJEP70jQFxqkoosZzRVQYjK5rOfO1jNWknlOLY4QT02Hh1sfNdLr+CeESACNs8RBG7ZC6/mCH36+llbojpDHhwDgQQRcEbgjzuvSqOO56w3CZYqCoc+MiNhjaI3FgZ7Le8NrDTb4Kx4piMdLBLVSutFDG573AX7rRc2A6oNtFTYOJmGSUk2INkl7NBIyOR/KcO8/oAOp/EJjfE7CqOKCWScuNRE2SOKNpdJocLtJb9Tr42QXJFT8O4mYVPSS1wqQyOEgSNkBbKCRdoDNy69jbTfofJa+XuKuF19S2kikkbK82j5jNLXnwANzufI2QXdFX80Z0oMMA7XUNa9wu2IAvlI6X0N3A26mwVcw/jNg80giMk0eo2EkkdmfEgmw9Sg6IsKMzBj1PQUrq6ocRAzTdzQX+2Q1tgOu5CgsW4mYVSwQVElRftMYkiiY0ulLXdCWfV6Ed624KC4rF1VcrcQcPxNszqeR+qBhfJE9umQNHVwHRw9x8lxTiBninrsaoKyCSTslNyNRLXNPdlL5Dp6na3yQfpZFAZYzfR4nFLUUsjjFC7TI57SwA21fW8LeKrddxmweKUxCWaSxsZI4yY/gSRqHqEHQllRmAY9S4hC2ppZWyRE2uLgg+LXNO7T6FRGbOIOHYW8RVMx5xF+TG0vkA8CbbNv6kILSipuWOJ2F4jK2mhleyd/sRysLC70B3aT6XurkgyiIgIiICIiAiIgIiICquZf5cfqD7yrUoDNFPcMlH1e673Hp9v3qq4zbmvFq16dUrCqim7G/VsZaI5H77r/YqlxnyYMRonVMTfzykaXRkdXsG74/Xa5HqPVTWX64RvMbjZr+h8j+KtKz4TepuY1MR3p6S8y6Jpuzv1fjuuzZVz4fBhUj709PIXs66rWs1hPi1t3W/W9Au8cDMoiioRXSt/Oa0B2/VkPWNvpf2j7x5KpYhwWqXYuXsEX5MkqBITqs5sZdqdHote/Vottay7q5zY2eDWMHwACsZmIjcoyvZoI5kY8dBv89v4rbysPo3/ANp/AKDxKq50rpPDo0eg6KzYRByoBcG9i5wA333tbz6LmsCrx+I13afpjf8Aizvx4eNTRPdzviPwibiE76+jlbFVPsZI335T3Ae1qaLscdr9QbeG6ohx7MeXJI2VRfJTF1mtlPNgeOtmy+0w2vYXHuVppOOYiqJ4a6hmja2VwZpsJmNv3WvjeR3rdSD8FBcUeKVNitIMPpIJvpJWOdJI1oPdOzWtaSSSf+7rplY3+MnKxXCMPx+nBswlkgNrta86S02/+ZG2/eW1nTNvOyjSP1fS1nKgefG8ZPNPx5X+JWfKeTZP/WvyVUN0zTwyktP1HyOc+O/q06SfUFcEwdlRWSUWBOuGNrnd3xaZCxsnwaI3H4lB0TFcG7HkpgIs+plinftY/SPBZ/gDFJcGMi4dV4b22qgbNNNI9l5LlrGsOkBo8D69VYuOcTWYDJG0WaySBrR5AOAA+QXvgL+g4f7ab/Og5BwjyzTV+LvpqlhfDBFJIGXsHFj2NaHW3I73T0W7xXwmDD8dpW0cTYm6KeXQzZofzXC4Hh7AW3wF/TtV+yz/AOrEvXHf9PUn7NB/rSoOn8SKXAw6nq8XLNUIcIWXdqkBsSOWzd4B+Av6rivEjH8Gq44mYZQuhkik703LZG17C07aWk3N7G532KluMrTHmGKasY91GRTkNHR0LSOawHzvr29fVZ4qZvw6vooKHDIHiOnlEsjmwiOJjQ10YFhv1eN7W+aCyY7O6TI0L3Ek8uBtz5NqGtH2AL4cD8k4fWUMldVQNmlMz4wJN2Na0MIs3pfvHc/YveK/zFi/Vi/3QVg/8ev0M79sl/yxoOdcOKZsGa5aSMWgE1bDo6gxtEtmm/Ud0fJeeIeE00OZqalighZTukpA6FrGtjIc5uq7QLG/itjI/wDPKb9trvumXrjI40uY6aska7lAU0oIHtCN/fA8Ce79oQXLjS2HDMGdT0UEUDa2pbHKImNjBbpc519I3voA9xKpmQMZy3T4dyMQja+qmL+e4wOkLQSQwNfbu2aAdvElW3PNfBmbCKg4dzHy4fNHLoLdLnd14c0Dqe6Xe8tVS4eZ4welohSYjQMdNC52mbkRSF7SSQHF1iHC5G/gAg88CMY7PiFZA1xdTvppJADtcwm7HW8DpLvmvjwmwhmN4vVVVeOaGtdM+NxJa573gNB82gE7egXR+HGY8PxaasZTYYynETLMmETA5zHjS8FzG2Y7+rc3HuXMsqYo/K2MVENXHIYnNMbi0DU5moOjmbewcNvPxPiLIO64bkTDaarbX09LHHO1hY3TswX6uDOgda4uPAlWNc2wPjBSV2IwUFPT1BjmuOe4C4f1b9G250dbuPTba1yrjXZmpqeQxSuc12sMHccQXENNgQN9nt+aCZREQEREBERAREQEREBfOeIPaWOFw4WIX0ReTETGpFMxLDnQu33YfZd/A+RX0osZliAbs5o6A9R8VbHsDgQQCD1B6KLqMAicbt1N924+RXO3eE3rNzxMSrX6fff5WNGXRXTy3oajsxm20W/6233KLrsQkm9s90dGjYfipcZbH9If7o/5W7SYNDGb21OHi7f7OiwqxOJZH4btWqfj+mUXsa31ojc/fuisEwkuIlkFmDdrT4nz9ys1kssq7w8OjFt8lHzPug3r1V2rco7FcCpKsAVNNBLbpzI2vI9xIuFr4ZlXD6V/Mp6Kmjk8HtjaHD961wplFLalB4jcRTg8sMDaN07poi8ODy0NOqwBs03vYqn8IMr1NRiU+YKuDlNe6R0EZaWXklJ1Oa07hoaXC/iXe9dtIRBr4hh8NTGYZ4o5YyQTHI0PZcbg6Ttsq3l7MmG3bSUUEzYzK5reXSTMp9YcQ/6QM0DvA3N/BW1cvyVg1VSSxiWkxUOFVMS9tWzsQbJLIQ404l6aXAkab3uUF8w7AKKnkMtPS00crmkGSONjXkE3IuBexIHyWniNJhtRWtgqKenkrOz81rnxNeRGx+n+UI2s93S/iVSsJybVwx0bo4jFVupsRjqZ9YuHSauy6iHbgEgi17eih8RwGanpa2o7A+ljZgLoZHOkjcX1AkY577Me4nVYnWdzbe21w69imFU1Wzl1MEMrAb6ZGteAfPfoVoDCMOpY20jKOEQ1b+W6NkAdG/Yu7+lpGmzTu7boqMctVb2VT4KKSGlkNEZMPMkYdU8p7nVJBa8tGtpaLuIL9O9lt4Vlyra+meymfDSjGOfFRl7CaeDsz4zcNcWtDpDfQ0m2r3oLzUYbRNpTTyQ04o42ajCWN5LWtOq+i1gARdasFXh9BQGshbFFQ6BNeKOzS14bZ+houSQR4XVCwrI9QyCiaaW0kmGV0NcS5p1SP0mna86jqAN7dQPRTUuBzvywcPjpXR1XYxH2YmMEyCwe64cW94guvfx3sglMu1GEVNVJJTU0bK1g5j3PpnQVFpCQZLyMDnAm4JCnMWwmlrGCOpghlYD3WyNa4A+l+h9ypuYsjP7FVGOWrqa6dlPHzJZGa2xsnZI5jS0Ma0DvHz2UfmnKEolnjp6EyRPpY48MfHIyNlDMHSGSQ6nBzbue1+poJOmyC8YBR4fTuqKeiip43ROaKhkTA0hxbqaHEDc6Tf4rxiOU8NqH8+eipHvPWR0bLn3m2/xVDxTKFXzMT5dNqdUT0crpm8q1RExsfaYbOcO857XP0us0+J3XpuWahsNKZaGaejbPVufhbnQBzOaGiBwZr5YY0tfZuo6eZt02C/trKOiElNE1jOzw811NDHdzWEkAiOMbklp2G5svtieE0laxramnhlba7WyMa4i/lqFwuc4plOoLqt7KAiWpwNsMbmytlMczQ8OjMsjg5xLeW3VvfT12X1xXLNY+plIpXuqZKilfSYlzGBlNFG2ISxkF2pu7JO61pDte6DoGEYDR0dxS00ERd7RjY1rj7yNytyWjiebujjcb3uWgm9gL7jyA+S53RZUqGVUVZ2ciYY9Uyvl1N1dje2XT9b2CSw6B4m9uq6UgyEWAsoCIiAiIgIiICIiAiIgIiICIiAiIgwsoiAiIgIiIFl4kja4FrmgtPVpAIPwK9ogAIiICIiAiIgIiIFkREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERB//Z",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8273320402780222,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the Security logs generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 6
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 9
+            }
+        },
+        {
+            "id": 5080684621632870,
+            "definition": {
+                "title": "Security Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 433305625243124,
+                        "definition": {
+                            "title": "Security Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3238819703892582,
+                        "definition": {
+                            "title": "Total Security Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2193016131573224,
+                        "definition": {
+                            "title": "Top Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security -@usr.name:none $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 4,
+                            "width": 3,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 9
+            }
+        },
+        {
+            "id": 1095338535882574,
+            "definition": {
+                "title": "Security Log Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7910522115858106,
+                        "definition": {
+                            "title": "Top Local Host IPs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
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+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@remote_host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@network.client.ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@remote_port",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 1000,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "Count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 20,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1118014643877366,
+                        "definition": {
+                            "title": "Distribution by URL category",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@url_category",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 24,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1726274697865384,
+                        "definition": {
+                            "title": "Distribution by URL Risk",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@url_risk",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 24,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5103625990047608,
+                        "definition": {
+                            "title": "URL Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "intrusion_url",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "intrusion_payload_url",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url_risk",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url_category",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 28,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5409812970961422,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:security $User $Domain $Location $Application",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "security_event_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "traffic_direction",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "network_protocol",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "event_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "local_host_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "local_port",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "remote_host_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "remote_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "remote_port",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "application",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "location",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "usr.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "intrusion_url",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url_category",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url_risk",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "intrusion_payload_url",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "cids_signature_string",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 32,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 9,
+                "width": 12,
+                "height": 37
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "User",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Domain",
+            "prefix": "@domain_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Location",
+            "prefix": "@location",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Application",
+            "prefix": "@application",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_system.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_system.json
new file mode 100644
index 0000000000000..171606ff94f75
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_system.json
@@ -0,0 +1,2022 @@
+{
+    "title": "Symantec Endpoint Protection - System",
+    "description": "This dashboard provides information about the System logs generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 933903160011582,
+            "definition": {
+                "title": "",
+                "banner_img": 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+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1847169235445084,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the System logs generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
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+                "y": 0,
+                "width": 6,
+                "height": 8
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+        {
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+            "definition": {
+                "title": "System Logs Overview",
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+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8291829446754292,
+                        "definition": {
+                            "title": "System Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
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+                            "type": "timeseries",
+                            "requests": [
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+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
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+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
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+                                    "display_type": "line"
+                                }
+                            ]
+                        },
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+                            "y": 0,
+                            "width": 6,
+                            "height": 4
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+                    },
+                    {
+                        "id": 592586001131318,
+                        "definition": {
+                            "title": "Total System Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
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+                                    "queries": [
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+                                            "data_source": "logs",
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+                                            "indexes": [
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+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 774163749524904,
+            "definition": {
+                "title": "Admin Log Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4601199473145572,
+                        "definition": {
+                            "title": "Total Administrative Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
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+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
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+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:admin"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
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+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2263629015804016,
+                        "definition": {
+                            "title": "Administrative Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
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+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:admin"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6749465013053840,
+                        "definition": {
+                            "title": "Top Admins",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
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+                                            "indexes": [
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+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [
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+                                                    "facet": "@admin_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:admin"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
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+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
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+                                    "type": "stacked",
+                                    "legend": "automatic"
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+                            }
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+                            "width": 6,
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+                    },
+                    {
+                        "id": 176149809781576,
+                        "definition": {
+                            "title": "Top Domains",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
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+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:admin"
+                                            },
+                                            "storage": "hot"
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+                                    "formulas": [
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+                                            "formula": "query1"
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+                                                "order": "desc"
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+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8424329033036236,
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+                            "title": "Server Activity Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
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+                                    "query": {
+                                        "data_source": "logs_stream",
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+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "server_event_description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "server_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syslog.symantecServer.site",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syslog.hostname",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
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+                            "width": 12,
+                            "height": 4
+                        }
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+                ]
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+                "width": 12,
+                "height": 1
+            }
+        },
+        {
+            "id": 5440928071703144,
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+                "title": "Client Server Activity Log Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5164308491767666,
+                        "definition": {
+                            "title": "Total Client Server Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4409741892556264,
+                        "definition": {
+                            "title": "Client Server Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {},
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4645684369713962,
+                        "definition": {
+                            "title": "Top Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
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+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6928669129076596,
+                        "definition": {
+                            "title": "Distribution by User",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 4,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8402082650691334,
+                        "definition": {
+                            "title": "Distribution by Host",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7224187076604966,
+                        "definition": {
+                            "title": "Distribution by Site",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syslog.symantecServer.site",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6104400031967288,
+                        "definition": {
+                            "title": "Top Hosts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2199201335635236,
+                        "definition": {
+                            "title": "Top Domains",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@domain_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 12,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4358203925241938,
+                        "definition": {
+                            "title": "Top Sites",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syslog.symantecServer.site",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:system @activity:client-server"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 12,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6477618790683328,
+                        "definition": {
+                            "title": "Client Server Activity Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:symantec-endpoint-protection service:system @activity:client-server",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "usr.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syslog.symantecServer.site",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_name",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 47,
+                "width": 12,
+                "height": 1
+            }
+        }
+    ],
+    "template_variables": [],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_traffic.json b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_traffic.json
new file mode 100644
index 0000000000000..5c9284127eb7f
--- /dev/null
+++ b/symantec_endpoint_protection/assets/dashboards/symantec_endpoint_protection_traffic.json
@@ -0,0 +1,1412 @@
+{
+    "title": "Symantec Endpoint Protection - Traffic",
+    "description": "This dashboard provides information about the Traffic logs of Network and Host Exploit Mitigation generated on Symantec Endpoint Protection.",
+    "widgets": [
+        {
+            "id": 6455559313815406,
+            "definition": {
+                "title": "",
+                "banner_img": 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+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4898533862415600,
+                        "definition": {
+                            "type": "note",
+                            "content": "Symantec Endpoint Protection is a client-server solution that protects laptops, desktops, and servers in your network against malware, risks, and vulnerabilities. Symantec Endpoint Protection combines virus protection with advanced threat protection to proactively secure your client computers against known and unknown threats, such as viruses, worms, Trojan horses, and adware. Symantec Endpoint Protection provides protection against even the most sophisticated attacks that evade traditional security measures, such as rootkits, zero-day attacks, and spyware that mutates.\n\nThis dashboard provides information about the Traffic logs of Network and Host Exploit Mitigation generated on Symantec Endpoint Protection.\n\nFor more information, see the [Symantec Endpoint Protection Integration Documentation](https://docs.datadoghq.com/integrations/symantec_endpoint_protection/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 5
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 2211969513760712,
+            "definition": {
+                "title": "Traffic Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3020213415645458,
+                        "definition": {
+                            "title": "Traffic Logs over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:traffic $Domain $Application $Local_Host_IP $Remote_Host_IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8558389280424628,
+                        "definition": {
+                            "title": "Total Traffic Logs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:traffic $Domain $Application $Local_Host_IP $Remote_Host_IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4689954548542720,
+                        "definition": {
+                            "title": "Top Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:traffic -@usr.name:none $Domain $Application $Local_Host_IP $Remote_Host_IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 2242042641087026,
+            "definition": {
+                "title": "Traffic",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5422757808597126,
+                        "definition": {
+                            "title": "Top Local Host IPs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@local_host_ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:traffic $Domain $Application $Local_Host_IP $Remote_Host_IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4866689992301276,
+                        "definition": {
+                            "title": "Top Remote Host IPs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:symantec-endpoint-protection service:traffic $Domain $Application $Local_Host_IP $Remote_Host_IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8012745767336182,
+                        "definition": {
+                            "title": "Top Remote Hosts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@remote_host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
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+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 24,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 29
+            }
+        },
+        {
+            "id": 5198505422235674,
+            "definition": {
+                "title": "Log Details",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:symantec-endpoint-protection service:traffic $Domain $Application $Local_Host_IP $Remote_Host_IP",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "traffic_rule",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "traffic_direction",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "application",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "domain_name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "network_protocol",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "remote_host_name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "network.client.ip",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "remote_port",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "local_host_ip",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "local_port",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "location",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "start_time",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "end_time",
+                                "width": "auto"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Domain",
+            "prefix": "@domain_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Application",
+            "prefix": "@application_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Local_Host_IP",
+            "prefix": "@local_host_ip",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Remote_Host_IP",
+            "prefix": "@network.client.ip",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection.yaml b/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection.yaml
new file mode 100644
index 0000000000000..f12761db9c08a
--- /dev/null
+++ b/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection.yaml
@@ -0,0 +1,742 @@
+id: symantec-endpoint-protection
+metric_id: symantec-endpoint-protection
+backend_only: false
+facets: 
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Symantec Endpoint Protection
+  enabled: true
+  filter:
+    query: source:symantec-endpoint-protection
+  processors:
+    - type: pipeline
+      name: Processing for Application Control Logs
+      enabled: true
+      filter:
+        query: "Device ID"
+      processors:
+        - type: grok-parser
+          name: Parsing Application Control Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 13 08:21:26 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-CIK30CC,172.50.12.208,Continue,Application and Device
+              Control is ready,System,Begin: 2024-09-13 08:20:13,End Time:
+              2024-09-13 08:20:13,Rule: Built-in
+              rule,0,SysPlant,0,SysPlant,None,User Name: None,Domain Name:
+              None,Action Type: ,File size (bytes): 0,Device ID:"
+            - "<54>Sep 13 08:34:00 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-CIK30CC,198.252.206.17,Continue,Application and Device
+              Control is ready,System,Begin: 2024-09-13 08:32:44,End Time:
+              2024-09-13 08:32:44,Rule: Built-in
+              rule,0,SysPlant,0,SysPlant,None,User Name: Bob,Domain Name:
+              example.local,Action Type: Block,File size (bytes): 16385,Device
+              ID: 890124,IP Address: 104.199.65.125,IP Address1: 203.0.113.1,MAC
+              Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2:
+              198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.0.0.1,IP
+              Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3:
+              172.16.1.1,IP Address4: 185.245.40.65,MAC Address4:
+              66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+          grok:
+            supportRules: application_helper_rule %{regex("[^,]*")}
+            matchRules: 'application_rule (<%{integer}>)?(%{date("MMM  d
+              HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})?
+              %{notSpace:syslog.hostname}? SymantecServer:(
+              )?%{application_helper_rule:syslog.symantecServer}?,(
+              )?%{ip:network.client.ip}?,(
+              )?%{application_helper_rule:action_description}?,(
+              )?%{application_helper_rule:application_event_description}?,(
+              )?%{application_helper_rule:api_name}?,Begin:(
+              )?%{date("yyyy-MM-dd HH:mm:ss"):start_time}?,End Time:(
+              )?%{application_helper_rule:end_time}?,Rule:(
+              )?%{application_helper_rule:rule_name}?,(
+              )?%{application_helper_rule:caller_process_id}?,(
+              )?%{application_helper_rule:called_process_name}?,(
+              )?%{application_helper_rule:caller_return_address}?,(
+              )?%{application_helper_rule:caller_return_module_name}?,(
+              )?%{application_helper_rule:parameters}?,User Name:(
+              )?%{application_helper_rule:usr.name}?,Domain Name:(
+              )?%{application_helper_rule:domain_name}?,Action Type:(
+              )?%{application_helper_rule:action_type}?,File size \(bytes\):(
+              )?%{integer:file_size}?,Device ID:( )?%{integer:device_id}?(,IP
+              Address:( )?%{ip:ip_Address}?)?(,IP Address1:(
+              )?%{ip:ip_address_1}?)?(,MAC Address1:(
+              )?%{application_helper_rule:mac_address_1})?(,GATEWAY1:(
+              )?%{application_helper_rule:gateway1})?(,IP Address2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address2:(
+              )?%{application_helper_rule:mac_address_2})?(,GATEWAY2:(
+              )?%{application_helper_rule:gateway2})?(,IP Address3:
+              %{ip:ip_address_3}?)?(,MAC Address3:(
+              )?%{application_helper_rule:mac_address_3})?(,GATEWAY3:(
+              )?%{application_helper_rule:gateway3})?(,IP Address4:(
+              )?%{ip:ip_address_4})?(,MAC Address4:(
+              )?%{application_helper_rule:mac_address_4})?(,GATEWAY4:(
+              )?%{greedyData:gateway4}?)?'
+    - type: pipeline
+      name: Processing for Security Logs
+      enabled: true
+      filter:
+        query: "CIDS Signature ID"
+      processors:
+        - type: grok-parser
+          name: Parsing Security Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 16 23:59:55 WIN-RQBT7BNE363 SymantecServer:
+              WIN-4K914H0NBUP,Event Description: Host Integrity check passed
+              ,Event Type: ,Local Host IP: 172.50.12.216,Local Host MAC:
+              0050569214AF,Remote Host Name: ,Remote Host IP:
+              172.50.12.216,Remote Host MAC: 000000000000,Unknown,OTHERS,,Begin:
+              2024-09-16 23:58:20,End Time: 2024-09-16 23:58:20,Occurrences:
+              1,Application: ,Location: Default,User Name: none,Domain Name:
+              ,Local Port: 0,Remote Port: 0,CIDS Signature ID: 0,CIDS Signature
+              string: ,CIDS Signature SubID: 0,Intrusion URL: ,Intrusion Payload
+              URL: ,SHA-256: ,MD-5: ,Intensive Protection Level: N/A,URL Risk:
+              N/A,URL Category: N/A,Correlation ID:"
+            - "<51>Sep 12 00:11:39 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-CIK30CC,Event Description: Device Manager Message Disabled
+              the device. [name]:VMware USB Pointing Device [class]:Mice and
+              other pointing devices [guid]:4d36e96f-e325-11ce-bfc1-08002be10318
+              [deviceID]:HID\\VID_0E0F&PID_0003&MI_01\\8&95BC71C&0&0000,Event
+              Type: ,Local Host IP: 172.50.12.208,Local Host MAC:
+              00505681213E,Remote Host Name: ,Remote Host IP: 0.0.0.0,Remote
+              Host MAC: 000000000000,Unknown,Unknown,,Begin: 2024-09-12
+              00:10:39,End Time: 2024-09-12 00:10:39,Occurrences:
+              1,Application:  ,Location: Default,User Name: admin,Domain Name:
+              DESKTOP-CIK30CC,Local Port: 0,Remote Port: 0,CIDS Signature ID:
+              0,CIDS Signature string: ,CIDS Signature SubID: 0,Intrusion URL:
+              ,Intrusion Payload URL: ,SHA-256: ,MD-5: ,Intensive Protection
+              Level: N/A,URL Risk: N/A,URL Category: N/A,Correlation ID:"
+            - "<52>Sep 11 03:17:37 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-GGG3BOO,\"Event Description: Somebody is scanning your
+              computer.  Your computer's TCP ports:   21, 22, 443, 25 and 23
+              have been scanned from 172.50.7.24.\",Event Type: ,Local Host IP:
+              172.50.11.207,Local Host MAC: 00505681D973,Remote Host Name:
+              ,Remote Host IP: 172.50.7.24,Remote Host MAC:
+              00505681A7C6,Inbound,TCP,,Begin: 2024-09-11 03:15:28,End Time:
+              2024-09-11 03:15:29,Occurrences: 1,Application: ,Location:
+              Default,User Name: Test,Domain Name: DESKTOP-GGG3BOO,Local Port:
+              0,Remote Port: 0,CIDS Signature ID: 0,CIDS Signature string: ,CIDS
+              Signature SubID: 0,Intrusion URL: ,Intrusion Payload URL:
+              ,SHA-256: ,MD-5: ,Intensive Protection Level: N/A,URL Risk:
+              N/A,URL Category: N/A,Correlation ID:\t"
+            - "<54>Apr 27 00:49:29 C7016238111 SymantecServer: C7332658237,Event
+              Description: [SID: 24461] Web Attack: EICAR Standard Anti-Virus
+              Test File Download attack blocked. Traffic has been blocked for
+              this application: C:\\PROGRAM FILES
+              (X86)\\GOOGLE\\CHROME\\APPLICATION\\CHROME.EXE,Event Type:
+              Intrusion Prevention System Intrusion Detected,Local Host IP:
+              172.160.12.56,Local Host MAC: 0050569214B1,Remote Host Name:
+              test456,Remote Host IP: 93.184.216.100,Remote Host MAC:
+              00:11:22:33:44:55,Inbound,TCP,Blocked,Begin: 2022-04-27
+              00:58:20,End Time: 2022-04-27 00:58:20,Occurrences: 1,Application:
+              C:/PROGRAM FILES
+              (X86)/GOOGLE/CHROME/APPLICATION/CHROME.EXE,Location: Default,User
+              Name: Administrator,Domain Name: C7332658237,Local Port:
+              53967,Remote Port: 80,CIDS Signature ID: 24461,CIDS Signature
+              string: Web Attack: EICAR Standard Anti-Virus Test File
+              Download,CIDS Signature SubID: 65536,Intrusion URL:
+              http://s3-eu-west-1.amazonaws.com/cp-chk-files/e.txt?static=CPChe\
+              ckMe&amp;rand=1651046295517,Intrusion Payload URL:
+              http://example.com,IP Address1: 203.0.113.1,MAC Address1:
+              00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2:
+              198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.0.0.1,IP
+              Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3:
+              172.16.1.1,IP Address4: 185.245.40.65,MAC Address4:
+              66:77:88:99:00:11,GATEWAY4: 203.0.113.254,SHA-256:
+              45DE9F5A25BF478C6A8D8625A984895C9B3FDEA6EB12A55DDD088DCEBD9DF5AB,\
+              MD-5: 9f86d081884c7d659a2feaa0c55ad023,Intensive Protection Level:
+              N/A,URL Risk: N/A,URL Category: Content Servers,Correlation ID:
+              12345"
+            - "<54>Apr 27 00:49:29 C7016238111 SymantecServer: C7332658237,Event
+              Description: Active Response that started at 4/27/2022 12:58:20 AM
+              is disengaged. The traffic from IP address 52.218.40.91 was
+              blocked for 600 second(s).  ,Event Type: Active Response was
+              disengaged,Local Host IP: 192.0.2.1,Local Host MAC:
+              0050569214B0,Remote Host Name: test123,Remote Host IP:
+              134.122.45.250,Remote Host MAC:
+              000000000000,Unknown,OTHERS,,Begin: 2022-04-27 01:08:20,End Time:
+              2022-04-27 01:08:20,Occurrences: 1,Application:
+              C:/path/testApplication,Location: Default,User Name:
+              Administrator,Domain Name: C7332658237,Local Port: 80,Remote Port:
+              0,CIDS Signature ID: 0,CIDS Signature string: Test Signature,CIDS
+              Signature SubID: 0,Intrusion URL: ,Intrusion Payload URL:
+              ,SHA-256: ,MD-5: ,Intensive Protection Level: N/A,URL Risk:
+              N/A,URL Category: N/A"
+          grok:
+            supportRules: security_helper_rule %{regex("[^,]*")}
+            matchRules: security_log_rule1 (<%{integer}>)?%{date("MMM d
+              HH:mm:ss"):timestamp}? %{notSpace:syslog.hostname}
+              SymantecServer:(
+              )?%{security_helper_rule:syslog.symantecServer}?,(Event
+              Description:(
+              )?%{security_helper_rule:security_event_description}?|"Event
+              Description:(
+              )?%{regex("[^\"]*"):security_event_description}")?,Event Type:(
+              )?%{security_helper_rule:event_type}?,Local Host IP:(
+              )?%{ip:local_host_ip}?,Local Host MAC:(
+              )?%{notSpace:local_host_mac}?,Remote Host Name:(
+              )?%{security_helper_rule:remote_host_name}?,Remote Host IP:(
+              )?%{ip:network.client.ip}?,Remote Host MAC:(
+              )?%{notSpace:remote_host_mac}?,%{word:traffic_direction}?,%{word:network_protocol}?,%{word:hack_type}?,Begin:(
+              )?%{date("yyyy-MM-dd HH:mm:ss"):start_time},End Time:(
+              )?%{date("yyyy-MM-dd HH:mm:ss"):end_time}?,Occurrences:(
+              )?%{integer:occurrences}?,Application:(
+              )?%{security_helper_rule:application}?,Location:(
+              )?%{security_helper_rule:location}?,User Name:(
+              )?%{security_helper_rule:usr.name}?,Domain Name:(
+              )?%{security_helper_rule:domain_name}?,Local Port:(
+              )?%{integer:local_port}?,Remote Port:(
+              )?%{integer:remote_port}?,CIDS Signature ID:(
+              )?%{integer:cids_signature_id}?,CIDS Signature string:(
+              )?%{security_helper_rule:cids_signature_string}?,CIDS Signature
+              SubID:( )?%{integer:cids_signature_subid}?,Intrusion URL:(
+              )?%{security_helper_rule:intrusion_url}?,Intrusion Payload URL:(
+              )?%{security_helper_rule:intrusion_payload_url}?(,IP Address1:(
+              )?%{ip:ip_address_1}?)?(,MAC Address1:(
+              )?%{security_helper_rule:mac_address_1})?(,GATEWAY1:(
+              )?%{security_helper_rule:gateway1})?(,IP Address2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address2:(
+              )?%{security_helper_rule:mac_address_2})?(,GATEWAY2:(
+              )?%{security_helper_rule:gateway2})?(,IP Address3:(
+              )?%{ip:ip_address_3}?)?(,MAC Address3:(
+              )?%{security_helper_rule:mac_address_3})?(,GATEWAY3:(
+              )?%{security_helper_rule:gateway3})?(,IP Address4:(
+              )%{ip:ip_address_4}?)?(,MAC Address4:(
+              )?%{security_helper_rule:mac_address_4})?(,GATEWAY4:(
+              )?%{security_helper_rule:gateway4})?,SHA-256:(
+              )?%{security_helper_rule:sha256}?,MD-5:(
+              )?%{security_helper_rule:md5}?,Intensive Protection Level:(
+              )?%{security_helper_rule:intensive_protection_level}?,URL Risk:(
+              )?%{security_helper_rule:url_risk}?,URL Category:(
+              )?%{security_helper_rule:url_category}?(,Correlation ID:(
+              )?%{greedyData:correlation_id}?)?
+    - type: pipeline
+      name: Processing for Risk Logs
+      enabled: true
+      filter:
+        query: "Risk name"
+      processors:
+        - type: grok-parser
+          name: Parsing Risk Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 11 02:54:24 WIN-RQBT7BNE363 SymantecServer: Virus
+              found,IP Address: 172.50.12.207,Computer name:
+              DESKTOP-GGG3BOO,Source: Auto-Protect scan,Risk name:
+              Trojan.Gen.NPE.2,Occurrences: 1,File path:
+              C:\\Users\\Test.DESKTOP-GGG3BOO\\Downloads\\Unconfirmed
+              791873.crdownload,Description: ,Actual action: Cleaned by
+              deletion,Requested action: Cleaned,Secondary action:
+              Quarantined,Event time: 2024-09-11 02:52:57,Event Insert Time:
+              2024-09-11 02:54:24,End Time: 2024-09-11 02:52:58,Last update
+              time: 2024-09-11 02:54:24,Domain Name: Default,Group Name: My
+              Company\\Default Group,Server Name: WIN-RQBT7BNE363,User Name:
+              Test,Source Computer Name: ,Source Computer IP: ,Disposition:
+              Bad,Download site: ,Web domain: ,Downloaded by:
+              msedge.exe,Prevalence: This file has been seen by tens of
+              thousands of Symantec users.,Confidence: This file is
+              untrustworthy.,URL Tracking Status: On,First Seen: Symantec has
+              known about this file for more than 1 year.,Sensitivity: ,Allowed
+              application reason: Not on the allow list,Application hash:
+              E1105070BA828007508566E28A2B8D4C65D192E9EAF3B7868382B7CAE747B397,\
+              Hash type: SHA2,Company name: ,Application name: Unconfirmed
+              767397.crdownload,Application version: ,Application type: 127,File
+              size (bytes): 308,Category set: Malware,Category type:
+              Virus,Location: Default,Intensive Protection Level: 0,Certificate
+              issuer: ,Certificate signer: ,Certificate thumbprint: ,Signing
+              timestamp: 0,Certificate serial number:"
+            - '<54>Sep 16 08:30:10 WIN-RQBT7BNE367 SymantecServer: Virus
+              found,IP Address: 192.168.1.104,Computer name:
+              DESKTOP-GHI789,Source: Auto-Protect scan,Risk name:
+              Worm.P2P.Gen,Occurrences: 1,File path:
+              C:\Downloads\infected.zip,Description: Worm detected,Actual
+              action: Cleaned by deletion,Requested action: Cleaned,Secondary
+              action: Quarantined,Event time: 2024-09-16 08:28:05,Event Insert
+              Time: 2024-09-16 08:30:10,End Time: 2024-09-16 08:28:07,Last
+              update time: 2024-09-16 08:30:10,Domain Name:
+              MyCompanyDomain,Group Name: My Company\Sales Team,Server Name:
+              WIN-RQBT7BNE367,User Name: Robert Brown,Source Computer Name:
+              DESKTOP-GHI789,Source Computer IP: 192.168.1.104,IP Address 1:
+              203.0.113.1,MAC Address 1: 00:11:22:33:44:55,GATEWAY IP 1:
+              192.168.1.1,IP Address 2: 198.51.100.1,MAC Address 2:
+              AA:BB:CC:DD:EE:FF,GATEWAY IP 2: 172.0.0.1,IP Address 3:
+              192.0.2.1,MAC Address 3: 11:22:33:44:55:66,GATEWAY IP 3:
+              172.16.1.1,IP Address 4: 185.245.40.65,MAC Address 4:
+              66:77:88:99:00:11,GATEWAY IP 4: 203.0.113.254,Disposition:
+              Bad,Download site: https://untrustedsource.com,Web domain:
+              untrustedsource.com,Downloaded by: edge.exe,Prevalence: This file
+              has been seen by some Symantec users.,Confidence: This file is
+              untrustworthy.,URL Tracking Status: On,First Seen: Symantec has
+              known about this file for more than 2 years.,Sensitivity:
+              Medium,Allowed application reason: Not on the allow
+              list,Application hash: 67890ABCDEF1234567890ABCDEF1234567890,Hash
+              type: SHA2,Company name: GHI Corporation,Application name:
+              infected.zip,Application version: 5.0,Application type: 130,File
+              size (bytes): 8192,Category set: Worm,Category type:
+              Virus,Location: Default,Intensive Protection Level: 4,Certificate
+              issuer: Symantec Corporation,Certificate signer: Symantec SHA256
+              Code Signing CA,Certificate thumbprint:
+              567890ABCDEF1234567890ABCDEF,Signing timestamp:
+              1643723400,Certificate serial number: 567890ABCDEF"'
+          grok:
+            supportRules: risk_helper_rule %{regex("[^,]*")}
+            matchRules: 'risk_rule (<%{integer}>)?(%{date("MMM  d
+              HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})?
+              %{notSpace:syslog.hostname}? SymantecServer:(
+              )?%{risk_helper_rule:risk_type}?,IP Address:(
+              )?%{ip:network.client.ip}?,Computer name:(
+              )?%{risk_helper_rule:computer_name}?,Source:(
+              )?%{risk_helper_rule:scan_source}?,Risk name:(
+              )?%{risk_helper_rule:risk_name}?,Occurrences:(
+              )?%{integer:occurrences}?,File path:(
+              )?%{risk_helper_rule:file_path}?,Description:(
+              )?%{risk_helper_rule:risk_event_description}?,Actual action:(
+              )?%{risk_helper_rule:actual_action}?,Requested action:(
+              )?%{risk_helper_rule:requested_action}?,Secondary action:(
+              )?%{risk_helper_rule:secondary_action}?,Event time:(
+              )?%{risk_helper_rule:event_time}?,Event Insert Time:(
+              )?%{risk_helper_rule:event_insert_time}?,End Time:(
+              )?%{risk_helper_rule:end_time}?,Last update time:(
+              )?%{risk_helper_rule:last_update_time}?,Domain Name:(
+              )?%{risk_helper_rule:domain_name}?,Group Name:(
+              )?%{risk_helper_rule:group_name}?,Server Name:(
+              )?%{risk_helper_rule:server_name}?,User Name:(
+              )?%{risk_helper_rule:usr.name}?,Source Computer Name:(
+              )?%{risk_helper_rule:source_computer_name}?,Source Computer IP:(
+              )?%{risk_helper_rule:source_computer_ip}?(,IP Address 1:(
+              )?%{ip:ip_address_1}?)?(,MAC Address 1:(
+              )?%{risk_helper_rule:mac_address_1})?(,GATEWAY IP 1:(
+              )?%{risk_helper_rule:gateway1})?(,IP Address 2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address 2:(
+              )?%{risk_helper_rule:mac_address_2})?(,GATEWAY IP 2:(
+              )?%{risk_helper_rule:gateway2})?(,IP Address 3:
+              %{ip:ip_address_3}?)?(,MAC Address 3:(
+              )?%{risk_helper_rule:mac_address_3})?(,GATEWAY IP 3:(
+              )?%{risk_helper_rule:gateway3})?(,IP Address 4:(
+              )?%{ip:ip_address_4})?(,MAC Address 4:(
+              )?%{risk_helper_rule:mac_address_4})?(,GATEWAY IP 4:(
+              )?%{risk_helper_rule:gateway4})?,Disposition:(
+              )?%{risk_helper_rule:disposition}?,Download site:(
+              )?%{risk_helper_rule:download_site}?,Web domain:(
+              )?%{risk_helper_rule:web_domain}?,Downloaded by:(
+              )?%{risk_helper_rule:downloaded_by}?,Prevalence:(
+              )?%{risk_helper_rule:prevalence}?,Confidence:(
+              )?%{risk_helper_rule:confidence}?,URL Tracking Status:(
+              )?%{risk_helper_rule:url_tracking_status}?,First Seen:(
+              )?%{risk_helper_rule:first_seen}?,Sensitivity:(
+              )?%{risk_helper_rule:sensitivity}?,Allowed application reason:(
+              )?%{risk_helper_rule:allowed_application_reason}?,Application
+              hash:( )?%{risk_helper_rule:application_hash}?,Hash type:(
+              )?%{risk_helper_rule:hash_type}?,Company name:(
+              )?%{risk_helper_rule:company_name}?,Application name:(
+              )?%{risk_helper_rule:application_name}?,Application version:(
+              )?%{risk_helper_rule:application_version}?,Application type:(
+              )?%{risk_helper_rule:application_type}?,File size \(bytes\):(
+              )?%{integer:file_size}?,Category set:(
+              )?%{risk_helper_rule:category_set}?,Category type:(
+              )?%{risk_helper_rule:category_type}?,Location:(
+              )?%{risk_helper_rule:location}?,Intensive Protection Level:(
+              )?%{risk_helper_rule:intensive_protection_level}?,Certificate
+              issuer:( )?%{risk_helper_rule:certificate_issuer}?,Certificate
+              signer:( )?%{risk_helper_rule:certificate_signer}?,Certificate
+              thumbprint:( )?%{risk_helper_rule:certificate_thumbprint}?,Signing
+              timestamp:( )?%{risk_helper_rule:signing_timestamp}?,Certificate
+              serial number:( )?%{greedyData:certificate_serial_number}?'
+    - type: pipeline
+      name: Processing for Scan Logs
+      enabled: true
+      filter:
+        query: "Scan ID"
+      processors:
+        - type: grok-parser
+          name: Parsing Scan Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 10 21:54:23 WIN-RQBT7BNE363 SymantecServer: Scan ID:
+              1725971909,Begin: 2024-09-10 21:45:57,End Time: 2024-09-10
+              21:48:31,Completed,Duration (seconds): 154,User1: SYSTEM,User2:
+              SYSTEM,Scan started on selected drives and folders and all
+              extensions.,Scan Complete:  Risks: 0   Scanned:
+              732   Files/Folders/Drives Omitted: 0 Trusted Files Skipped:
+              338,Command: Not a command scan (),Threats: 0,Infected: 0,Total
+              files: 732,Omitted: 0,Computer: DESKTOP-GGG3BOO,IP Address:
+              172.50.12.207,Domain Name: Default,Group Name: My Company\\Default
+              Group,Server Name: WIN-RQBT7BNE363,Scan Type: Definition Watch
+              Scan\t"
+            - "<54>Sep 17 04:21:09 WIN-RQBT7BNE363 SymantecServer: Scan ID:
+              1725972038,Begin: 2024-09-17 04:19:12,End Time: ,Started,Duration
+              (seconds): 0,User1: SYSTEM,User2: ,Scan started on selected drives
+              and folders and all extensions.,,Command: Not a command scan
+              (),Threats: 0,Infected: 0,Total files: 0,Omitted: 0,Computer:
+              DESKTOP-GGG3BOO,IP Address: 198.51.100.1,Domain Name:
+              Default,Group Name: My Company\\Default Group,Server Name:
+              WIN-RQBT7BNE363,Scan Type: Definition Watch Scan"
+            - "<54>Sep 11 05:01:59 WIN-RQBT7BNE363 SymantecServer: Scan ID:
+              1725971915,Begin: 2024-09-11 22:33:48,End Time: ,Started,Duration
+              (seconds): 0,User1: SYSTEM,User2: ,Scan started on selected drives
+              and folders and all extensions.,,Command: Not a command scan
+              (),Threats: 0,Infected: 0,Total files: 0,Omitted: 0,Computer:
+              DESKTOP-GGG3BOO,IP Address: 203.0.113.123,Domain Name:
+              Default,Group Name: My Company\\Default Group,Server Name:
+              WIN-RQBT7BNE363,Scan Type: Definition Watch Scan,IP Address1:
+              203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1:
+              192.168.1.1,IP Address2: 198.51.100.1,MAC Address2:
+              AA:BB:CC:DD:EE:FF,GATEWAY2: 172.0.0.1,IP Address3: 192.0.2.1,MAC
+              Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4:
+              185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4:
+              203.0.113.254"
+            - "<54>Sep 10 21:54:23 WIN-RQBT7BNE363 SymantecServer: Scan ID:
+              1725971909,Begin: 2024-09-10 21:45:57,End Time: 2024-09-10
+              21:48:31,Completed,Duration (seconds): 154,User1: SYSTEM,User2:
+              SYSTEM,Scan started on selected drives and folders and all
+              extensions.,Scan Complete:  Risks: 0   Scanned:
+              732   Files/Folders/Drives Omitted: 0 Trusted Files Skipped:
+              338,Command: Not a command scan (),Threats: 0,Infected: 0,Total
+              files: 732,Omitted: 0,Computer: DESKTOP-GGG3BOO,IP Address:
+              203.0.113.1,Domain Name: Default,Group Name: My Company\\Default
+              Group,Server Name: WIN-RQBT7BNE363,Scan Type: Definition Watch
+              Scan,IP Address1: 203.0.113.1,MAC Address1:
+              00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2:
+              198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.0.0.1,IP
+              Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3:
+              172.16.1.1,IP Address4: 185.245.40.65,MAC Address4:
+              66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+          grok:
+            supportRules: >-
+              scan_results ?((Scan Complete|Scan
+              Suspended):?\s+Risks:\s+%{integer:scan_results.risks}\s+Scanned:\s+%{integer:scan_results.scanned}\s+%{notSpace:scan_results.file_path}
+              Omitted:\s+%{integer:scan_results.omitted}\s+Trusted Files
+              Skipped:\s+%{integer:scan_results.trusted_files_skipped})
+
+
+              scan_helper_rule %{regex("[^,]*")}
+            matchRules: scan_rule (<%{integer}>)?(%{date("MMM  d
+              HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})
+              %{notSpace:syslog.hostname} SymantecServer:( )Scan ID:(
+              )?%{integer:scan_id}?,Begin:( )?%{date("yyyy-MM-dd
+              HH:mm:ss"):start_time}?,End Time:( )?%{date("yyyy-MM-dd
+              HH:mm:ss"):end_time}?,%{word:status}?,Duration \(seconds\):(
+              )?%{integer:duration}?,User1:(
+              )?%{scan_helper_rule:user1}?,User2:(
+              )?%{scan_helper_rule:user2}?,%{scan_helper_rule:scan_description}?,%{scan_results}?,Command:(
+              )?%{scan_helper_rule:command}?,Threats:(
+              )%{integer:threats}?,Infected:( )?%{integer:infected}?,Total
+              files:( )?%{integer:total_files}?,Omitted:(
+              )?%{integer:omitted_files}?,Computer:(
+              )?%{scan_helper_rule:computer}?,IP Address:(
+              )?%{ip:network.client.ip}?,Domain Name:(
+              )?%{scan_helper_rule:domain_name}?,Group Name:(
+              )?%{scan_helper_rule:group_name}?,Server Name:(
+              )?%{scan_helper_rule:server_name}?,Scan Type:(
+              )?%{scan_helper_rule:scan_type}?(,IP Address1:(
+              )?%{ip:ip_address_1}?)?(,MAC Address1:(
+              )?%{scan_helper_rule:mac_address_1})?(,GATEWAY1:(
+              )?%{scan_helper_rule:gateway1})?(,IP Address2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address2:(
+              )?%{scan_helper_rule:mac_address_2})?(,GATEWAY2:(
+              )?%{scan_helper_rule:gateway2})?(,IP Address3:(
+              )?%{ip:ip_address_3}?)?(,MAC Address3:(
+              )?%{scan_helper_rule:mac_address_3})?(,GATEWAY3:(
+              )?%{scan_helper_rule:gateway3})?(,IP Address4:(
+              )?%{ip:ip_address_4}?)?(,MAC Address4:(
+              )?%{scan_helper_rule:mac_address_4})?(,GATEWAY4:(
+              )?%{greedyData:gateway4})?
+    - type: pipeline
+      name: Processing for Traffic Logs
+      enabled: true
+      filter:
+        query: "Action"
+      processors:
+        - type: grok-parser
+          name: Parsing Traffic Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Apr 27 00:49:29 C7016238111 SymantecServer: C7332658237,Local
+              Host IP: 172.160.12.56,Local Port: 3,Local Host MAC:
+              00505624157B,Remote Host IP: 172.160.60.184,Remote Host Name:
+              test,Remote Port: 3,Remote Host MAC:
+              00505604B7C5,ICMP,Outbound,Begin: 2022-04-27 02:44:28,End Time:
+              2022-04-27 02:44:28,Occurrences: 1,Application: test,Rule: Block
+              all other IP traffic and log,Location: Default,User Name:
+              Administrator,Domain Name: C7332658237,Action: Blocked,SHA-256:
+              test,MD-5:"
+            - "<54>Sep 11 03:07:36 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-GGG3BOO,Local Host IP: 172.50.12.207,Local Port: 3,Local
+              Host MAC: 00505681D973,Remote Host IP: 172.50.12.206,Remote Host
+              Name: ,Remote Port: 3,Remote Host MAC:
+              005056816AF5,ICMP,Outbound,Begin: 2024-09-11 03:01:49,End Time:
+              2024-09-11 03:01:49,Occurrences: 1,Application: ,Rule: Block all
+              other IP traffic and log,Location: Default,User Name: Test,Domain
+              Name: DESKTOP-GGG3BOO,Action: Blocked,SHA-256: ,MD-5:"
+            - "<54>Sep 11 03:16:36 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-GGG3BOO,Local Host IP: 172.50.12.207,Local Port: 3,Local
+              Host MAC: 00505681D973,Remote Host IP: 172.50.12.206,Remote Host
+              Name: ,Remote Port: 3,Remote Host MAC:
+              005056816AF5,ICMP,Outbound,Begin: 2024-09-11 03:14:28,End Time:
+              2024-09-11 03:14:28,Occurrences: 1,Application: ,Rule: Block all
+              other IP traffic and log,Location: Default,User Name: Test,Domain
+              Name: DESKTOP-GGG3BOO,IP Address1: ,Action: Blocked,SHA-256:
+              ,MD-5:"
+            - >
+              <54>Sep 27 10:06:25 WIN-RQBT7BNE363 SymantecServer:
+              WIN-4K914H0NBUP,Local Host IP: 93.184.216.34,Local Port: 21,Local
+              Host MAC: 0050569214AF,Remote Host IP: 185.245.40.100,Remote Host
+              Name: test267,Remote Port: 17000,Remote Host MAC:
+              00505681A7C6,TCP,Inbound,Begin: 2024-09-27 10:00:06,End Time:
+              2024-09-27 10:00:06,Occurrences: 2,Application:
+              testApplication,Rule: Block all other IP traffic and log,Location:
+              Default,User Name: Test user,Domain Name: DESKTOP-GGG3BOO,IP
+              Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1:
+              192.168.1.1,IP Address2: 198.51.100.1,MAC Address2:
+              AA:BB:CC:DD:EE:FF,GATEWAY2: 172.0.0.1,IP Address3: 192.0.2.1,MAC
+              Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4:
+              185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4:
+              203.0.113.254,Action: Blocked,SHA-256:
+              4567890987654321098765432109876543210987654321098765432109876543,MD-5:
+              3a4a436a436a436a436a436a436a436a
+          grok:
+            supportRules: traffic_helper_rule %{regex("[^,]*")}
+            matchRules: 'traffic_rule (<%{integer}>)?(%{date("MMM d HH:mm:ss"):timestamp})?
+              %{notSpace:syslog.hostname} SymantecServer:(
+              )?%{traffic_helper_rule:syslog.symantecServer}?,Local Host IP:(
+              )?%{ip:local_host_ip}?,Local Port:( )?%{integer:local_port}?,Local
+              Host MAC:( )?%{traffic_helper_rule:local_host_mac}?,Remote Host
+              IP:( )?%{ip:network.client.ip}?,Remote Host Name:(
+              )?%{traffic_helper_rule:remote_host_name}?,Remote Port:(
+              )?%{integer:remote_port}?,Remote Host MAC:(
+              )?%{traffic_helper_rule:remote_host_mac}?,%{word:network_protocol}?,%{word:traffic_direction}?,Begin:(
+              )?%{date("yyyy-MM-dd HH:mm:ss"):start_time},End Time:(
+              )?%{date("yyyy-MM-dd HH:mm:ss"):end_time}?,Occurrences:(
+              )?%{integer:occurrences}?,Application:(
+              )?%{traffic_helper_rule:application}?,Rule:(
+              )?%{traffic_helper_rule:traffic_rule}?,Location:(
+              )?%{traffic_helper_rule:location}?,User Name:(
+              )?%{traffic_helper_rule:usr.name}?,Domain Name:(
+              )?%{traffic_helper_rule:domain_name}?(,IP Address1:(
+              )?%{ip:ip_address_1}?)?(,MAC Address1:(
+              )?%{traffic_helper_rule:mac_address_1})?(,GATEWAY1:(
+              )?%{traffic_helper_rule:gateway1})?(,IP Address2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address2:(
+              )?%{traffic_helper_rule:mac_address_2})?(,GATEWAY2:(
+              )?%{traffic_helper_rule:gateway2})?(,IP Address3:
+              %{ip:ip_address_3}?)?(,MAC Address3:(
+              )?%{traffic_helper_rule:mac_address_3})?(,GATEWAY3:(
+              )?%{traffic_helper_rule:gateway3})?(,IP Address4:(
+              )?%{ip:ip_address_4})?(,MAC Address4:(
+              )?%{traffic_helper_rule:mac_address_4})?(,GATEWAY4:(
+              )?%{traffic_helper_rule:gateway4})?,Action:(
+              )?%{traffic_helper_rule:action}?,SHA-256:(
+              )?%{traffic_helper_rule:sha_256}?,MD-5:( )?%{greedyData:md5}?'
+    - type: pipeline
+      name: Processing for Client Activity Logs
+      enabled: true
+      filter:
+        query: "Category"
+      processors:
+        - type: grok-parser
+          name: Parsing System - Client Actvity Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 11 02:44:55 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-GGG3BOO,Category: 2,SONAR,\"Event Description: [SONAR
+              heuristic Submission] File submitted to Symantec for analysis.
+              File : 'c:\\program files
+              (x86)\\microsoft\\edge\\application\\msedge.exe',  Size (bytes):
+              5044.\",Event time: 2024-09-11 02:40:35,Group Name: My
+              Company\\Default Group\t\t\t\t\t\t\t\t\t\t"
+            - "<54>Sep 10 05:46:31 WIN-RQBT7BNE363 SymantecServer:
+              DESKTOP-GGG3BOO,Category: 0,CVE,Event Description: Downloaded new
+              content update from the management server successfully.     Remote
+              file path:
+              https://WIN-RQBT7BNE363:443/content/{05306A8A-E8C1-4081-BD49-94C8\
+              E01AF2C1}/240412011/Full.zip,Event time: 2024-09-10 05:42:28,Group
+              Name: My Company\\Default Group\t\t\t\t\t\t\t\t\t\t"
+          grok:
+            supportRules: client_helper_rule %{regex("[^,]*")}
+            matchRules: client_rule (<%{integer}>)?(%{date("MMM  d
+              HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})?
+              %{notSpace:syslog.hostname}? SymantecServer:(
+              )?%{client_helper_rule:syslog.SymantecServer}?,Category:(
+              )?%{integer:category}?,(
+              )?%{client_helper_rule:event_source}?,(Event Description:(
+              )?%{client_helper_rule:client_event_description}?|"Event
+              Description:( )?%{regex("[^\"]*"):client_event_description}")?(,IP
+              Address1:( )?%{ip:ip_address_1}?)?(,MAC Address1:(
+              )?%{client_helper_rule:mac_address_1})?(,GATEWAY1:(
+              )?%{client_helper_rule:gateway1})?(,IP Address2:(
+              )?%{ip:ip_address_2}?)?(,MAC Address2:(
+              )?%{client_helper_rule:mac_address_2})?(,GATEWAY2:(
+              )?%{client_helper_rule:gateway2})?(,IP Address3:(
+              )?%{ip:ip_address_3}?)?(,MAC Address3:(
+              )?%{client_helper_rule:mac_address_3})?(,GATEWAY3:(
+              )?%{client_helper_rule:gateway3})?(,IP Address4:(
+              )?%{ip:ip_address_4}?)?(,MAC Address4:(
+              )?%{client_helper_rule:mac_address_4})?(,GATEWAY4:(
+              )?%{client_helper_rule:gateway4})?,Event time:(
+              )?%{client_helper_rule:event_time}?,Group Name:(
+              )?%{client_helper_rule:group_name}?
+        - type: category-processor
+          name: Define `service` for client activity logs
+          enabled: true
+          categories:
+            - filter:
+                query: "@category:*"
+              name: system
+          target: service
+        - type: service-remapper
+          name: Define `service` as the official service of the log
+          enabled: true
+          sources:
+            - service
+    - type: pipeline
+      name: Processing for System Logs
+      enabled: true
+      filter:
+        query: "Site"
+      processors:
+        - type: grok-parser
+          name: Parsing System Logs
+          enabled: true
+          source: message
+          samples:
+            - "<54>Sep 16 04:25:05 WIN-RQBT7BNE363 SymantecServer: Site: My
+              Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,The
+              management server received the client log
+              successfully,DESKTOP-GGG3BOO,Test,LocalComputer\t\t\t\t\t\t\t\t\t\
+              \t"
+            - "<51>Sep 11 00:03:41 WIN-RQBT7BNE363 SymantecServer: Site: My
+              Site,Server Name: WIN-RQBT7BNE363,Event Description: The
+              administrator's user name or password is incorrect. Type a valid
+              user name or password.\t\t\t\t\t\t\t\t"
+            - "<54>Sep 11 03:00:13 WIN-RQBT7BNE363 SymantecServer: Site: My
+              Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin:
+              admin,Event Description: Site: My Site\t\t\t\t\t\t\t\t\t\t"
+            - "<54>Sep 10 03:55:14 WIN-RQBT7BNE363 SymantecServer: Site: My
+              Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin:
+              admin,Event Description: Added shared policy upon system install:
+              Added shared policy upon system install,Daily Scheduled
+              Scan\t\t\t\t"
+          grok:
+            supportRules: system_helper_rule %{regex("[^,]*")}
+            matchRules: >-
+              client_server_rule (<%{integer}>)?(%{date("MMM  d
+              HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})?
+              %{notSpace:syslog.hostname}? SymantecServer: Site:(
+              )?%{system_helper_rule:syslog.symantecServer.site}?,Server Name:(
+              )?%{system_helper_rule:server_name}?,Domain Name:(
+              )?%{system_helper_rule:domain_name}?,(
+              )?%{system_helper_rule:client_server_event_description}?,(
+              )?%{system_helper_rule:host_name}?,(
+              )?%{system_helper_rule:usr.name}?,( )?%{greedyData:location}?
+
+
+              audit_rule (<%{integer}>)?(%{date("MMM  d HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})? %{notSpace:syslog.hostname}? SymantecServer: Site: %{system_helper_rule:syslog.symantecServer.site}?,Server Name:( )%{system_helper_rule:server_name}?,Domain Name:( )?%{system_helper_rule:domain_name}?,Admin:( )?%{system_helper_rule:audit_admin_name}?,Event Description:( )?%{regex("[^:]*"):audit_event_description}?:( )?%{system_helper_rule:event_type}?,%{greedyData:policy_name}?
+
+
+              admin_rule (<%{integer}>)?(%{date("MMM  d HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})? %{notSpace:syslog.hostname}? SymantecServer: Site:( )?%{system_helper_rule:syslog.symantecServer.site}?,Server Name:( )?%{system_helper_rule:server_name}?,Domain Name:( )?%{system_helper_rule:domain_name}?,Admin:( )?%{system_helper_rule:admin_name}?,Event Description:( )?%{greedyData:admin_event_description}?
+
+
+              server_rule (<%{integer}>)?(%{date("MMM  d HH:mm:ss"):timestamp}|%{date("MMM d HH:mm:ss"):timestamp})? %{notSpace:syslog.hostname}? SymantecServer: Site:( )?%{system_helper_rule:syslog.symantecServer.site}?,Server Name:( )?%{system_helper_rule:server_name}?,Event Description:( )?%{greedyData:server_event_description}?
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: category-processor
+      name: Define `service` from unique fields of logs
+      enabled: true
+      categories:
+        - filter:
+            query: (@device_id:* OR @application_event_description:*)
+          name: application-control
+        - filter:
+            query: (@cids_signature_id:* OR @security_event_description:*)
+          name: security
+        - filter:
+            query: (@risk_name:* OR @risk_event_description:*)
+          name: risk
+        - filter:
+            query: (@scan_id:* OR @scan_type:*)
+          name: scan
+        - filter:
+            query: (@action:* OR @traffic_rule:*)
+          name: traffic
+        - filter:
+            query: "@policy_name:*"
+          name: audit
+        - filter:
+            query: (@syslog.site:* OR @admin_event_description:* OR
+              @client_server_event_description:* OR @server_event_description:*)
+          name: system
+      target: service
+    - type: category-processor
+      name: Define `activity`  for system logs
+      enabled: true
+      categories:
+        - filter:
+            query: (@category:* OR @client_event_description:*)
+          name: client
+        - filter:
+            query: "@server_event_description:*"
+          name: server
+        - filter:
+            query: (@admin_name:* OR @admin_event_description:*)
+          name: admin
+        - filter:
+            query: (@client_server_admin_name:* OR @client_server_event_description:*)
+          name: client-server
+      target: activity
+    - type: geo-ip-parser
+      name: "GeoIp Parser for `network.client.ip`"
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
diff --git a/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection_tests.yaml b/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection_tests.yaml
new file mode 100644
index 0000000000000..ecdeeb0552812
--- /dev/null
+++ b/symantec_endpoint_protection/assets/logs/symantec-endpoint-protection_tests.yaml
@@ -0,0 +1,391 @@
+id: "symantec-endpoint-protection"
+tests:
+ -
+  sample: "<54>Sep 13 08:34:00 WIN-RQBT7BNE363 SymantecServer: DESKTOP-CIK30CC,198.252.206.17,Continue,Application and Device Control is ready,System,Begin: 2024-09-13 08:32:44,End Time: 2024-09-13 08:32:44,Rule: Built-in rule,0,SysPlant,0,SysPlant,None,User Name: Bob,Domain Name: example.local,Action Type: Block,File size (bytes): 16385,Device ID: 890124,IP Address: 104.199.65.125,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+  result:
+    custom:
+      action_description: "Continue"
+      action_type: "Block"
+      api_name: "System"
+      application_event_description: "Application and Device Control is ready"
+      called_process_name: "SysPlant"
+      caller_process_id: "0"
+      caller_return_address: "0"
+      caller_return_module_name: "SysPlant"
+      device_id: 890124
+      domain_name: "example.local"
+      end_time: "2024-09-13 08:32:44"
+      file_size: 16385
+      gateway1: "192.168.1.1"
+      gateway2: "172.16.1.1"
+      gateway3: "172.16.1.1"
+      gateway4: "203.0.113.254"
+      ip_Address: "104.199.65.125"
+      ip_address_1: "203.0.113.1"
+      ip_address_2: "198.51.100.1"
+      ip_address_3: "192.0.2.1"
+      ip_address_4: "185.245.40.65"
+      mac_address_1: "00:11:22:33:44:55"
+      mac_address_2: "AA:BB:CC:DD:EE:FF"
+      mac_address_3: "11:22:33:44:55:66"
+      mac_address_4: "66:77:88:99:00:11"
+      network:
+        client:
+          geoip: {}
+          ip: "198.252.206.17"
+      parameters: "None"
+      rule_name: "Built-in rule"
+      service: "application-control"
+      start_time: 1726216364000
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer: "DESKTOP-CIK30CC"
+      timestamp: 22062840000
+      usr:
+        name: "Bob"
+    message: "<54>Sep 13 08:34:00 WIN-RQBT7BNE363 SymantecServer: DESKTOP-CIK30CC,198.252.206.17,Continue,Application and Device Control is ready,System,Begin: 2024-09-13 08:32:44,End Time: 2024-09-13 08:32:44,Rule: Built-in rule,0,SysPlant,0,SysPlant,None,User Name: Bob,Domain Name: example.local,Action Type: Block,File size (bytes): 16385,Device ID: 890124,IP Address: 104.199.65.125,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+    service: "application-control"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 22062840000
+ -
+  sample: "<54>Apr 27 00:49:29 C7016238111 SymantecServer: C7332658237,Event Description: [SID: 24461] Web Attack: EICAR Standard Anti-Virus Test File Download attack blocked. Traffic has been blocked for this application: C:\\PROGRAM FILES (X86)\\GOOGLE\\CHROME\\APPLICATION\\CHROME.EXE,Event Type: Intrusion Prevention System Intrusion Detected,Local Host IP: 172.16.1.1,Local Host MAC: 0050569214B1,Remote Host Name: test456,Remote Host IP: 93.184.216.100,Remote Host MAC: 00:11:22:33:44:55,Inbound,TCP,Blocked,Begin: 2022-04-27 00:58:20,End Time: 2022-04-27 00:58:20,Occurrences: 1,Application: C:/PROGRAM FILES (X86)/GOOGLE/CHROME/APPLICATION/CHROME.EXE,Location: Default,User Name: Administrator,Domain Name: C7332658237,Local Port: 53967,Remote Port: 80,CIDS Signature ID: 24461,CIDS Signature string: Web Attack: EICAR Standard Anti-Virus Test File Download,CIDS Signature SubID: 65536,Intrusion URL: http://s3-eu-west-1.amazonaws.com/cp-chk-files/e.txt?static=CPCheckMe&amp;rand=1651046295517,Intrusion Payload URL: http://example.com,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254,SHA-256: 45DE9F5A25BF478C6A8D8625A984895C9B3FDEA6EB12A55DDD088DCEBD9DF5AB,MD-5: 9f86d081884c7d659a2feaa0c55ad023,Intensive Protection Level: N/A,URL Risk: N/A,URL Category: Content Servers,Correlation ID: 12345"
+  result:
+    custom:
+      application: "C:/PROGRAM FILES (X86)/GOOGLE/CHROME/APPLICATION/CHROME.EXE"
+      cids_signature_id: 24461
+      cids_signature_string: "Web Attack: EICAR Standard Anti-Virus Test File Download"
+      cids_signature_subid: 65536
+      correlation_id: "12345"
+      domain_name: "C7332658237"
+      end_time: 1651021100000
+      event_type: "Intrusion Prevention System Intrusion Detected"
+      gateway1: "192.168.1.1"
+      gateway2: "172.16.1.1"
+      gateway3: "172.16.1.1"
+      gateway4: "203.0.113.254"
+      hack_type: "Blocked"
+      intensive_protection_level: "N/A"
+      intrusion_payload_url: "http://example.com"
+      intrusion_url: "http://s3-eu-west-1.amazonaws.com/cp-chk-files/e.txt?static=CPCheckMe&amp;rand=1651046295517"
+      ip_address_1: "203.0.113.1"
+      ip_address_2: "198.51.100.1"
+      ip_address_3: "192.0.2.1"
+      ip_address_4: "185.245.40.65"
+      local_host_ip: "172.16.1.1"
+      local_host_mac: "0050569214B1"
+      local_port: 53967
+      location: "Default"
+      mac_address_1: "00:11:22:33:44:55"
+      mac_address_2: "AA:BB:CC:DD:EE:FF"
+      mac_address_3: "11:22:33:44:55:66"
+      mac_address_4: "66:77:88:99:00:11"
+      md5: "9f86d081884c7d659a2feaa0c55ad023"
+      network:
+        client:
+          geoip: {}
+          ip: "93.184.216.100"
+      network_protocol: "TCP"
+      occurrences: 1
+      remote_host_mac: "00:11:22:33:44:55"
+      remote_host_name: "test456"
+      remote_port: 80
+      security_event_description: "[SID: 24461] Web Attack: EICAR Standard Anti-Virus Test File Download attack blocked. Traffic has been blocked for this application: C:\\PROGRAM FILES (X86)\\GOOGLE\\CHROME\\APPLICATION\\CHROME.EXE"
+      service: "security"
+      sha256: "45DE9F5A25BF478C6A8D8625A984895C9B3FDEA6EB12A55DDD088DCEBD9DF5AB"
+      start_time: 1651021100000
+      syslog:
+        hostname: "C7016238111"
+        symantecServer: "C7332658237"
+      timestamp: 41561369000
+      traffic_direction: "Inbound"
+      url_category: "Content Servers"
+      url_risk: "N/A"
+      usr:
+        name: "Administrator"
+    message: "<54>Apr 27 00:49:29 C7016238111 SymantecServer: C7332658237,Event Description: [SID: 24461] Web Attack: EICAR Standard Anti-Virus Test File Download attack blocked. Traffic has been blocked for this application: C:\\PROGRAM FILES (X86)\\GOOGLE\\CHROME\\APPLICATION\\CHROME.EXE,Event Type: Intrusion Prevention System Intrusion Detected,Local Host IP: 172.16.1.1,Local Host MAC: 0050569214B1,Remote Host Name: test456,Remote Host IP: 93.184.216.100,Remote Host MAC: 00:11:22:33:44:55,Inbound,TCP,Blocked,Begin: 2022-04-27 00:58:20,End Time: 2022-04-27 00:58:20,Occurrences: 1,Application: C:/PROGRAM FILES (X86)/GOOGLE/CHROME/APPLICATION/CHROME.EXE,Location: Default,User Name: Administrator,Domain Name: C7332658237,Local Port: 53967,Remote Port: 80,CIDS Signature ID: 24461,CIDS Signature string: Web Attack: EICAR Standard Anti-Virus Test File Download,CIDS Signature SubID: 65536,Intrusion URL: http://s3-eu-west-1.amazonaws.com/cp-chk-files/e.txt?static=CPCheckMe&amp;rand=1651046295517,Intrusion Payload URL: http://example.com,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254,SHA-256: 45DE9F5A25BF478C6A8D8625A984895C9B3FDEA6EB12A55DDD088DCEBD9DF5AB,MD-5: 9f86d081884c7d659a2feaa0c55ad023,Intensive Protection Level: N/A,URL Risk: N/A,URL Category: Content Servers,Correlation ID: 12345"
+    service: "security"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 41561369000
+ -
+  sample: "<54>Sep 16 08:30:10 WIN-RQBT7BNE367 SymantecServer: Virus found,IP Address: 192.168.1.104,Computer name: DESKTOP-GHI789,Source: Auto-Protect scan,Risk name: Worm.P2P.Gen,Occurrences: 1,File path: C:\\Downloads\\infected.zip,Description: Worm detected,Actual action: Cleaned by deletion,Requested action: Cleaned,Secondary action: Quarantined,Event time: 2024-09-16 08:28:05,Event Insert Time: 2024-09-16 08:30:10,End Time: 2024-09-16 08:28:07,Last update time: 2024-09-16 08:30:10,Domain Name: MyCompanyDomain,Group Name: My Company\\Sales Team,Server Name: WIN-RQBT7BNE367,User Name: Robert Brown,Source Computer Name: DESKTOP-GHI789,Source Computer IP: 192.168.1.104,IP Address 1: 203.0.113.1,MAC Address 1: 00:11:22:33:44:55,GATEWAY IP 1: 192.168.1.1,IP Address 2: 198.51.100.1,MAC Address 2: AA:BB:CC:DD:EE:FF,GATEWAY IP 2: 172.16.1.1,IP Address 3: 192.0.2.1,MAC Address 3: 11:22:33:44:55:66,GATEWAY IP 3: 172.16.1.1,IP Address 4: 185.245.40.65,MAC Address 4: 66:77:88:99:00:11,GATEWAY IP 4: 203.0.113.254,Disposition: Bad,Download site: https://untrustedsource.com,Web domain: untrustedsource.com,Downloaded by: edge.exe,Prevalence: This file has been seen by some Symantec users.,Confidence: This file is untrustworthy.,URL Tracking Status: On,First Seen: Symantec has known about this file for more than 2 years.,Sensitivity: Medium,Allowed application reason: Not on the allow list,Application hash: 67890ABCDEF1234567890ABCDEF1234567890,Hash type: SHA2,Company name: GHI Corporation,Application name: infected.zip,Application version: 5.0,Application type: 130,File size (bytes): 8192,Category set: Worm,Category type: Virus,Location: Default,Intensive Protection Level: 4,Certificate issuer: Symantec Corporation,Certificate signer: Symantec SHA256 Code Signing CA,Certificate thumbprint: 567890ABCDEF1234567890ABCDEF,Signing timestamp: 1643723400,Certificate serial number: 567890ABCDEF"
+  result:
+    custom:
+      actual_action: "Cleaned by deletion"
+      allowed_application_reason: "Not on the allow list"
+      application_hash: "67890ABCDEF1234567890ABCDEF1234567890"
+      application_name: "infected.zip"
+      application_type: "130"
+      application_version: "5.0"
+      category_set: "Worm"
+      category_type: "Virus"
+      certificate_issuer: "Symantec Corporation"
+      certificate_serial_number: "567890ABCDEF"
+      certificate_signer: "Symantec SHA256 Code Signing CA"
+      certificate_thumbprint: "567890ABCDEF1234567890ABCDEF"
+      company_name: "GHI Corporation"
+      computer_name: "DESKTOP-GHI789"
+      confidence: "This file is untrustworthy."
+      disposition: "Bad"
+      domain_name: "MyCompanyDomain"
+      download_site: "https://untrustedsource.com"
+      downloaded_by: "edge.exe"
+      end_time: "2024-09-16 08:28:07"
+      event_insert_time: "2024-09-16 08:30:10"
+      event_time: "2024-09-16 08:28:05"
+      file_path: "C:\\Downloads\\infected.zip"
+      file_size: 8192
+      first_seen: "Symantec has known about this file for more than 2 years."
+      gateway1: "192.168.1.1"
+      gateway2: "172.16.1.1"
+      gateway3: "172.16.1.1"
+      gateway4: "203.0.113.254"
+      group_name: "My Company\\Sales Team"
+      hash_type: "SHA2"
+      intensive_protection_level: "4"
+      ip_address_1: "203.0.113.1"
+      ip_address_2: "198.51.100.1"
+      ip_address_3: "192.0.2.1"
+      ip_address_4: "185.245.40.65"
+      last_update_time: "2024-09-16 08:30:10"
+      location: "Default"
+      mac_address_1: "00:11:22:33:44:55"
+      mac_address_2: "AA:BB:CC:DD:EE:FF"
+      mac_address_3: "11:22:33:44:55:66"
+      mac_address_4: "66:77:88:99:00:11"
+      network:
+        client:
+          geoip: {}
+          ip: "192.168.1.104"
+      occurrences: 1
+      prevalence: "This file has been seen by some Symantec users."
+      requested_action: "Cleaned"
+      risk_event_description: "Worm detected"
+      risk_name: "Worm.P2P.Gen"
+      risk_type: "Virus found"
+      scan_source: "Auto-Protect scan"
+      secondary_action: "Quarantined"
+      sensitivity: "Medium"
+      server_name: "WIN-RQBT7BNE367"
+      service: "risk"
+      signing_timestamp: "1643723400"
+      source_computer_ip: "192.168.1.104"
+      source_computer_name: "DESKTOP-GHI789"
+      syslog:
+        hostname: "WIN-RQBT7BNE367"
+      timestamp: 22321810000
+      url_tracking_status: "On"
+      usr:
+        name: "Robert Brown"
+      web_domain: "untrustedsource.com"
+    message: "<54>Sep 16 08:30:10 WIN-RQBT7BNE367 SymantecServer: Virus found,IP Address: 192.168.1.104,Computer name: DESKTOP-GHI789,Source: Auto-Protect scan,Risk name: Worm.P2P.Gen,Occurrences: 1,File path: C:\\Downloads\\infected.zip,Description: Worm detected,Actual action: Cleaned by deletion,Requested action: Cleaned,Secondary action: Quarantined,Event time: 2024-09-16 08:28:05,Event Insert Time: 2024-09-16 08:30:10,End Time: 2024-09-16 08:28:07,Last update time: 2024-09-16 08:30:10,Domain Name: MyCompanyDomain,Group Name: My Company\\Sales Team,Server Name: WIN-RQBT7BNE367,User Name: Robert Brown,Source Computer Name: DESKTOP-GHI789,Source Computer IP: 192.168.1.104,IP Address 1: 203.0.113.1,MAC Address 1: 00:11:22:33:44:55,GATEWAY IP 1: 192.168.1.1,IP Address 2: 198.51.100.1,MAC Address 2: AA:BB:CC:DD:EE:FF,GATEWAY IP 2: 172.16.1.1,IP Address 3: 192.0.2.1,MAC Address 3: 11:22:33:44:55:66,GATEWAY IP 3: 172.16.1.1,IP Address 4: 185.245.40.65,MAC Address 4: 66:77:88:99:00:11,GATEWAY IP 4: 203.0.113.254,Disposition: Bad,Download site: https://untrustedsource.com,Web domain: untrustedsource.com,Downloaded by: edge.exe,Prevalence: This file has been seen by some Symantec users.,Confidence: This file is untrustworthy.,URL Tracking Status: On,First Seen: Symantec has known about this file for more than 2 years.,Sensitivity: Medium,Allowed application reason: Not on the allow list,Application hash: 67890ABCDEF1234567890ABCDEF1234567890,Hash type: SHA2,Company name: GHI Corporation,Application name: infected.zip,Application version: 5.0,Application type: 130,File size (bytes): 8192,Category set: Worm,Category type: Virus,Location: Default,Intensive Protection Level: 4,Certificate issuer: Symantec Corporation,Certificate signer: Symantec SHA256 Code Signing CA,Certificate thumbprint: 567890ABCDEF1234567890ABCDEF,Signing timestamp: 1643723400,Certificate serial number: 567890ABCDEF"
+    service: "risk"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 22321810000
+ -
+  sample: "<54>Sep 10 21:54:23 WIN-RQBT7BNE363 SymantecServer: Scan ID: 1725971909,Begin: 2024-09-10 21:45:57,End Time: 2024-09-10 21:48:31,Completed,Duration (seconds): 154,User1: SYSTEM,User2: SYSTEM,Scan started on selected drives and folders and all extensions.,Scan Complete:  Risks: 0   Scanned: 732   Files/Folders/Drives Omitted: 0 Trusted Files Skipped: 338,Command: Not a command scan (),Threats: 0,Infected: 0,Total files: 732,Omitted: 0,Computer: DESKTOP-GGG3BOO,IP Address: 203.0.113.1,Domain Name: Default,Group Name: My Company\\Default Group,Server Name: WIN-RQBT7BNE363,Scan Type: Definition Watch Scan,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+  result:
+    custom:
+      command: "Not a command scan ()"
+      computer: "DESKTOP-GGG3BOO"
+      domain_name: "Default"
+      duration: 154
+      end_time: 1726004911000
+      gateway1: "192.168.1.1"
+      gateway2: "172.16.1.1"
+      gateway3: "172.16.1.1"
+      gateway4: "203.0.113.254"
+      group_name: "My Company\\Default Group"
+      infected: 0
+      ip_address_1: "203.0.113.1"
+      ip_address_2: "198.51.100.1"
+      ip_address_3: "192.0.2.1"
+      ip_address_4: "185.245.40.65"
+      mac_address_1: "00:11:22:33:44:55"
+      mac_address_2: "AA:BB:CC:DD:EE:FF"
+      mac_address_3: "11:22:33:44:55:66"
+      mac_address_4: "66:77:88:99:00:11"
+      network:
+        client:
+          geoip: {}
+          ip: "203.0.113.1"
+      omitted_files: 0
+      scan_description: "Scan started on selected drives and folders and all extensions."
+      scan_id: 1725971909
+      scan_results:
+        file_path: "Files/Folders/Drives"
+        omitted: 0
+        risks: 0
+        scanned: 732
+        trusted_files_skipped: 338
+      scan_type: "Definition Watch Scan"
+      server_name: "WIN-RQBT7BNE363"
+      service: "scan"
+      start_time: 1726004757000
+      status: "Completed"
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+      threats: 0
+      timestamp: 21851663000
+      total_files: 732
+      user1: "SYSTEM"
+      user2: "SYSTEM"
+    message: "<54>Sep 10 21:54:23 WIN-RQBT7BNE363 SymantecServer: Scan ID: 1725971909,Begin: 2024-09-10 21:45:57,End Time: 2024-09-10 21:48:31,Completed,Duration (seconds): 154,User1: SYSTEM,User2: SYSTEM,Scan started on selected drives and folders and all extensions.,Scan Complete:  Risks: 0   Scanned: 732   Files/Folders/Drives Omitted: 0 Trusted Files Skipped: 338,Command: Not a command scan (),Threats: 0,Infected: 0,Total files: 732,Omitted: 0,Computer: DESKTOP-GGG3BOO,IP Address: 203.0.113.1,Domain Name: Default,Group Name: My Company\\Default Group,Server Name: WIN-RQBT7BNE363,Scan Type: Definition Watch Scan,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254"
+    service: "scan"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 21851663000
+ -
+  sample: "<54>Sep 27 10:06:25 WIN-RQBT7BNE363 SymantecServer: WIN-4K914H0NBUP,Local Host IP: 93.184.216.34,Local Port: 21,Local Host MAC: 0050569214AF,Remote Host IP: 185.245.40.100,Remote Host Name: test267,Remote Port: 17000,Remote Host MAC: 00505681A7C6,TCP,Inbound,Begin: 2024-09-27 10:00:06,End Time: 2024-09-27 10:00:06,Occurrences: 2,Application: testApplication,Rule: Block all other IP traffic and log,Location: Default,User Name: Test user,Domain Name: DESKTOP-GGG3BOO,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254,Action: Blocked,SHA-256: 4567890987654321098765432109876543210987654321098765432109876543,MD-5: 3a4a436a436a436a436a436a436a436a"
+  result:
+    custom:
+      action: "Blocked"
+      application: "testApplication"
+      domain_name: "DESKTOP-GGG3BOO"
+      end_time: 1727431206000
+      gateway1: "192.168.1.1"
+      gateway2: "172.16.1.1"
+      gateway3: "172.16.1.1"
+      gateway4: "203.0.113.254"
+      ip_address_1: "203.0.113.1"
+      ip_address_2: "198.51.100.1"
+      ip_address_3: "192.0.2.1"
+      ip_address_4: "185.245.40.65"
+      local_host_ip: "93.184.216.34"
+      local_host_mac: "0050569214AF"
+      local_port: 21
+      location: "Default"
+      mac_address_1: "00:11:22:33:44:55"
+      mac_address_2: "AA:BB:CC:DD:EE:FF"
+      mac_address_3: "11:22:33:44:55:66"
+      mac_address_4: "66:77:88:99:00:11"
+      md5: "3a4a436a436a436a436a436a436a436a"
+      network:
+        client:
+          geoip: {}
+          ip: "185.245.40.100"
+      network_protocol: "TCP"
+      occurrences: 2
+      remote_host_mac: "00505681A7C6"
+      remote_host_name: "test267"
+      remote_port: 17000
+      service: "traffic"
+      sha_256: "4567890987654321098765432109876543210987654321098765432109876543"
+      start_time: 1727431206000
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer: "WIN-4K914H0NBUP"
+      timestamp: 23277985000
+      traffic_direction: "Inbound"
+      traffic_rule: "Block all other IP traffic and log"
+      usr:
+        name: "Test user"
+    message: "<54>Sep 27 10:06:25 WIN-RQBT7BNE363 SymantecServer: WIN-4K914H0NBUP,Local Host IP: 93.184.216.34,Local Port: 21,Local Host MAC: 0050569214AF,Remote Host IP: 185.245.40.100,Remote Host Name: test267,Remote Port: 17000,Remote Host MAC: 00505681A7C6,TCP,Inbound,Begin: 2024-09-27 10:00:06,End Time: 2024-09-27 10:00:06,Occurrences: 2,Application: testApplication,Rule: Block all other IP traffic and log,Location: Default,User Name: Test user,Domain Name: DESKTOP-GGG3BOO,IP Address1: 203.0.113.1,MAC Address1: 00:11:22:33:44:55,GATEWAY1: 192.168.1.1,IP Address2: 198.51.100.1,MAC Address2: AA:BB:CC:DD:EE:FF,GATEWAY2: 172.16.1.1,IP Address3: 192.0.2.1,MAC Address3: 11:22:33:44:55:66,GATEWAY3: 172.16.1.1,IP Address4: 185.245.40.65,MAC Address4: 66:77:88:99:00:11,GATEWAY4: 203.0.113.254,Action: Blocked,SHA-256: 4567890987654321098765432109876543210987654321098765432109876543,MD-5: 3a4a436a436a436a436a436a436a436a"
+    service: "traffic"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 23277985000
+ -
+  sample: "<54>Sep 10 05:46:31 WIN-RQBT7BNE363 SymantecServer: DESKTOP-GGG3BOO,Category: 0,CVE,Event Description: Downloaded new content update from the management server successfully.     Remote file path: https://WIN-RQBT7BNE363:443/content/{05306A8A-E8C1-4081-BD49-94C8E01AF2C1}/240412011/Full.zip,Event time: 2024-09-10 05:42:28,Group Name: My Company\\Default Group"
+  result:
+    custom:
+      activity: "client"
+      category: 0
+      client_event_description: "Downloaded new content update from the management server successfully.     Remote file path: https://WIN-RQBT7BNE363:443/content/{05306A8A-E8C1-4081-BD49-94C8E01AF2C1}/240412011/Full.zip"
+      event_source: "CVE"
+      event_time: "2024-09-10 05:42:28"
+      group_name: "My Company\\Default Group"
+      service: "system"
+      syslog:
+        SymantecServer: "DESKTOP-GGG3BOO"
+        hostname: "WIN-RQBT7BNE363"
+      timestamp: 21793591000
+    message: "<54>Sep 10 05:46:31 WIN-RQBT7BNE363 SymantecServer: DESKTOP-GGG3BOO,Category: 0,CVE,Event Description: Downloaded new content update from the management server successfully.     Remote file path: https://WIN-RQBT7BNE363:443/content/{05306A8A-E8C1-4081-BD49-94C8E01AF2C1}/240412011/Full.zip,Event time: 2024-09-10 05:42:28,Group Name: My Company\\Default Group"
+    service: "system"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 21793591000
+ -
+  sample: "<54>Sep 16 04:25:05 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,The management server received the client log successfully,DESKTOP-GGG3BOO,Test,LocalComputer"
+  result:
+    custom:
+      activity: "client-server"
+      client_server_event_description: "The management server received the client log successfully"
+      domain_name: "Default"
+      host_name: "DESKTOP-GGG3BOO"
+      location: "LocalComputer"
+      server_name: "WIN-RQBT7BNE363"
+      service: "system"
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer:
+          site: "My Site"
+      timestamp: 22307105000
+      usr:
+        name: "Test"
+    message: "<54>Sep 16 04:25:05 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,The management server received the client log successfully,DESKTOP-GGG3BOO,Test,LocalComputer"
+    service: "system"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 22307105000
+ -
+  sample: "<51>Sep 11 00:03:41 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Event Description: The administrator's user name or password is incorrect. Type a valid user name or password."
+  result:
+    custom:
+      activity: "server"
+      server_event_description: "The administrator's user name or password is incorrect. Type a valid user name or password."
+      server_name: "WIN-RQBT7BNE363"
+      service: "system"
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer:
+          site: "My Site"
+      timestamp: 21859421000
+    message: "<51>Sep 11 00:03:41 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Event Description: The administrator's user name or password is incorrect. Type a valid user name or password."
+    service: "system"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 21859421000
+ -
+  sample: "<54>Sep 11 03:00:13 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin: admin,Event Description: Site: My Site\t\t\t\t\t\t\t\t\t\t\t\t\t"
+  result:
+    custom:
+      activity: "admin"
+      admin_event_description: "Site: My Site"
+      admin_name: "admin"
+      domain_name: "Default"
+      server_name: "WIN-RQBT7BNE363"
+      service: "system"
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer:
+          site: "My Site"
+      timestamp: 21870013000
+    message: "<54>Sep 11 03:00:13 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin: admin,Event Description: Site: My Site\t\t\t\t\t\t\t\t\t\t\t\t\t"
+    service: "system"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 21870013000
+ -
+  sample: "<54>Sep 10 03:55:14 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin: admin,Event Description: Added shared policy upon system install: Added shared policy upon system install,Daily Scheduled Scan"
+  result:
+    custom:
+      audit_admin_name: "admin"
+      audit_event_description: "Added shared policy upon system install"
+      domain_name: "Default"
+      event_type: "Added shared policy upon system install"
+      policy_name: "Daily Scheduled Scan"
+      server_name: "WIN-RQBT7BNE363"
+      service: "audit"
+      syslog:
+        hostname: "WIN-RQBT7BNE363"
+        symantecServer:
+          site: "My Site"
+      timestamp: 21786914000
+    message: "<54>Sep 10 03:55:14 WIN-RQBT7BNE363 SymantecServer: Site: My Site,Server Name: WIN-RQBT7BNE363,Domain Name: Default,Admin: admin,Event Description: Added shared policy upon system install: Added shared policy upon system install,Daily Scheduled Scan"
+    service: "audit"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 21786914000
diff --git a/symantec_endpoint_protection/assets/service_checks.json b/symantec_endpoint_protection/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/symantec_endpoint_protection/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/symantec_endpoint_protection/assets/symantec_endpoint_protection.svg b/symantec_endpoint_protection/assets/symantec_endpoint_protection.svg
new file mode 100644
index 0000000000000..3c93c31bba6f9
--- /dev/null
+++ b/symantec_endpoint_protection/assets/symantec_endpoint_protection.svg
@@ -0,0 +1,8 @@
+<?xml version="1.0" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.0//EN" "http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd">
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" id="body_1" width="299" height="168">
+
+<g transform="matrix(1.3333334 0 0 1.3333334 0 0)">
+    <image  x="0" y="0" 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" preserveAspectRatio="none" width="224.25" height="126"/>
+</g>
+</svg>
diff --git a/symantec_endpoint_protection/datadog_checks/__init__.py b/symantec_endpoint_protection/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/symantec_endpoint_protection/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__about__.py b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__init__.py b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__init__.py
new file mode 100644
index 0000000000000..e3e1909cdf383
--- /dev/null
+++ b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/__init__.py
@@ -0,0 +1,6 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+
+__all__ = ['__version__']
diff --git a/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/data/conf.yaml.example b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/data/conf.yaml.example
new file mode 100644
index 0000000000000..afa5b6a37cbfb
--- /dev/null
+++ b/symantec_endpoint_protection/datadog_checks/symantec_endpoint_protection/data/conf.yaml.example
@@ -0,0 +1,20 @@
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: udp
+#     port: <PORT>
+#     source: symantec-endpoint-protection
+#     service: symantec-endpoint-protection
diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_application_control.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_application_control.png
new file mode 100644
index 0000000000000..f55327dad035c
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diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_overview.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_overview.png
new file mode 100644
index 0000000000000..caf058ee82d24
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diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_risk.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_risk.png
new file mode 100644
index 0000000000000..330282af86f62
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diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_scan.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_scan.png
new file mode 100644
index 0000000000000..a59106f7cffa9
Binary files /dev/null and b/symantec_endpoint_protection/images/symantec_endpoint_protection_scan.png differ
diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_security.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_security.png
new file mode 100644
index 0000000000000..c76ae694fbe40
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diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_system.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_system.png
new file mode 100644
index 0000000000000..cbf93c7dd87e8
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diff --git a/symantec_endpoint_protection/images/symantec_endpoint_protection_traffic.png b/symantec_endpoint_protection/images/symantec_endpoint_protection_traffic.png
new file mode 100644
index 0000000000000..c92de315aa473
Binary files /dev/null and b/symantec_endpoint_protection/images/symantec_endpoint_protection_traffic.png differ
diff --git a/symantec_endpoint_protection/manifest.json b/symantec_endpoint_protection/manifest.json
new file mode 100644
index 0000000000000..1a1f0c017c226
--- /dev/null
+++ b/symantec_endpoint_protection/manifest.json
@@ -0,0 +1,94 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "e334ac09-0038-408b-8666-cba88c3217e6",
+  "app_id": "symantec-endpoint-protection",
+  "display_on_public_website": true,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into Symantec Endpoint Protection Logs.",
+    "title": "Symantec Endpoint Protection",
+    "media": [
+      {
+        "caption": "Symantec Endpoint Protection - Overview",
+        "image_url": "images/symantec_endpoint_protection_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - Scan",
+        "image_url": "images/symantec_endpoint_protection_scan.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - Risk",
+        "image_url": "images/symantec_endpoint_protection_risk.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - Application Control",
+        "image_url": "images/symantec_endpoint_protection_application_control.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - Security",
+        "image_url": "images/symantec_endpoint_protection_security.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - System",
+        "image_url": "images/symantec_endpoint_protection_system.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Symantec Endpoint Protection - Traffic",
+        "image_url": "images/symantec_endpoint_protection_traffic.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Log Collection",
+      "Category::Security",
+      "Offering::Integration",
+      "Submitted Data Type::Logs"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 26728495,
+      "source_type_name": "Symantec Endpoint Protection",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Symantec Endpoint Protection - Overview": "assets/dashboards/symantec_endpoint_protection_overview.json",
+      "Symantec Endpoint Protection - Scan": "assets/dashboards/symantec_endpoint_protection_scan.json",
+      "Symantec Endpoint Protection - Risk": "assets/dashboards/symantec_endpoint_protection_risk.json",
+      "Symantec Endpoint Protection - Application Control": "assets/dashboards/symantec_endpoint_protection_application_control.json",
+      "Symantec Endpoint Protection - Security": "assets/dashboards/symantec_endpoint_protection_security.json",
+      "Symantec Endpoint Protection - System": "assets/dashboards/symantec_endpoint_protection_system.json",
+      "Symantec Endpoint Protection - Traffic": "assets/dashboards/symantec_endpoint_protection_traffic.json"
+    },
+    "logs":{
+      "source": "symantec-endpoint-protection"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/symantec_endpoint_protection/pyproject.toml b/symantec_endpoint_protection/pyproject.toml
new file mode 100644
index 0000000000000..716f67c4ce2de
--- /dev/null
+++ b/symantec_endpoint_protection/pyproject.toml
@@ -0,0 +1,59 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-symantec-endpoint-protection"
+description = "The symantec-endpoint-protection check"
+readme = "README.md"
+license = "BSD-3-Clause"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "symantec_endpoint_protection",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=4.2.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/symantec_endpoint_protection/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/symantec_endpoint_protection",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/system_core/CHANGELOG.md b/system_core/CHANGELOG.md
index 62f33e7b67049..3ee414007c1fc 100644
--- a/system_core/CHANGELOG.md
+++ b/system_core/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 2.5.0 / 2024-09-05
diff --git a/system_core/changelog.d/18207.added b/system_core/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/system_core/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/system_core/changelog.d/18580.removed b/system_core/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/system_core/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/system_core/changelog.d/18617.fixed b/system_core/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/system_core/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/system_core/datadog_checks/system_core/__about__.py b/system_core/datadog_checks/system_core/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/system_core/datadog_checks/system_core/__about__.py
+++ b/system_core/datadog_checks/system_core/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/system_swap/CHANGELOG.md b/system_swap/CHANGELOG.md
index 9a5b7417436e0..6c4d009b17e27 100644
--- a/system_swap/CHANGELOG.md
+++ b/system_swap/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -10,6 +20,7 @@
 
 ***Added***:
 
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
 * Upgrade psutil to 6.0.0 to fix performance issues addressed ([#18688](https://github.com/DataDog/integrations-core/pull/18688))
 
 ## 1.19.0 / 2024-09-05
diff --git a/system_swap/changelog.d/18207.added b/system_swap/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/system_swap/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/system_swap/changelog.d/18580.removed b/system_swap/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/system_swap/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/system_swap/changelog.d/18617.fixed b/system_swap/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/system_swap/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/system_swap/datadog_checks/system_swap/__about__.py b/system_swap/datadog_checks/system_swap/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/system_swap/datadog_checks/system_swap/__about__.py
+++ b/system_swap/datadog_checks/system_swap/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/tcp_check/CHANGELOG.md b/tcp_check/CHANGELOG.md
index 743ce2fdc010a..761c983251533 100644
--- a/tcp_check/CHANGELOG.md
+++ b/tcp_check/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.9.0 / 2024-07-05 / Agent 7.56.0
 
 ***Added***:
diff --git a/tcp_check/changelog.d/18207.added b/tcp_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/tcp_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/tcp_check/changelog.d/18580.removed b/tcp_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/tcp_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/tcp_check/changelog.d/18617.fixed b/tcp_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/tcp_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/tcp_check/datadog_checks/tcp_check/__about__.py b/tcp_check/datadog_checks/tcp_check/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/tcp_check/datadog_checks/tcp_check/__about__.py
+++ b/tcp_check/datadog_checks/tcp_check/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/teamcity/CHANGELOG.md b/teamcity/CHANGELOG.md
index c0db9039959d1..11da7c0c1da3e 100644
--- a/teamcity/CHANGELOG.md
+++ b/teamcity/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.3.1 / 2024-08-09 / Agent 7.57.0
 
 ***Fixed***:
diff --git a/teamcity/README.md b/teamcity/README.md
index 0a4b3fba01c82..4bfa5eb867af7 100644
--- a/teamcity/README.md
+++ b/teamcity/README.md
@@ -59,23 +59,14 @@ The TeamCity check offers two methods of data collection. To optimally monitor y
    init_config: 
 
    instances:
-     - server: http://teamcity.<ACCOUNT_NAME>.com
-
-       ## @param projects - mapping - optional
-       ## Mapping of TeamCity projects and build configurations to
-       ## collect events and metrics from the TeamCity REST API.
-       #
-       projects:
-         <PROJECT_A>:
-           include:    
-           - <BUILD_CONFIG_A>
-           - <BUILD_CONFIG_B>
-           exclude:
-           - <BUILD_CONFIG_C>
-         <PROJECT_B>:
-           include:
-           - <BUILD_CONFIG_D>
-         <PROJECT_C>: {}
+    - use_openmetrics: true
+    
+      ## @param server - string - required
+      ## Specify the server name of your TeamCity instance.
+      ## Enable Guest Authentication on your instance or specify `username` and `password` to
+      ## enable basic HTTP authentication.
+      #
+      server: http://teamcity.<ACCOUNT_NAME>.com
    ```
   
   To collect [OpenMetrics-compliant][16] histogram and summary metrics (available starting in TeamCity Server 2022.10+), add the internal property, `teamcity.metrics.followOpenMetricsSpec=true`. See, [TeamCity Internal Properties][25].
diff --git a/teamcity/changelog.d/18207.added b/teamcity/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/teamcity/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/teamcity/changelog.d/18580.removed b/teamcity/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/teamcity/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/teamcity/changelog.d/18617.fixed b/teamcity/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/teamcity/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/teamcity/datadog_checks/teamcity/__about__.py b/teamcity/datadog_checks/teamcity/__about__.py
index b033d7b5bb770..91262416e46c9 100644
--- a/teamcity/datadog_checks/teamcity/__about__.py
+++ b/teamcity/datadog_checks/teamcity/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "5.0.0"
+__version__ = "6.0.0"
diff --git a/teamcity/datadog_checks/teamcity/common.py b/teamcity/datadog_checks/teamcity/common.py
index fad03ec4a7ff4..9f11c3a1daec4 100644
--- a/teamcity/datadog_checks/teamcity/common.py
+++ b/teamcity/datadog_checks/teamcity/common.py
@@ -3,7 +3,6 @@
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import re
 import time
-from collections import OrderedDict
 from copy import deepcopy
 from urllib.parse import urlparse
 
@@ -46,8 +45,7 @@ def filter_items(items, key, default_limit, default_include, default_exclude, co
     include_patterns = config_key.get('include', default_include)
     exclude_patterns = config_key.get('exclude', default_exclude)
     filtered_items = filter_list(items, include_patterns, exclude_patterns)
-    # TODO: Use plain dict when we drop Python 2 support.
-    ordered_items = OrderedDict(list(filtered_items.items())[:limit])
+    ordered_items = dict(list(filtered_items.items())[:limit])
     reached_limit = len(ordered_items) < len(filtered_items)
     return ordered_items, reached_limit
 
diff --git a/teamcity/tests/docker/teamcity_server/docker-compose.yaml b/teamcity/tests/docker/teamcity_server/docker-compose.yaml
index 2edcb253a98ba..2e9dc5b6929f8 100644
--- a/teamcity/tests/docker/teamcity_server/docker-compose.yaml
+++ b/teamcity/tests/docker/teamcity_server/docker-compose.yaml
@@ -1,4 +1,3 @@
-version: '3'
 # Adapted from https://github.com/JetBrains/teamcity-docker-samples
 services:
   teamcity-server:
diff --git a/tekton/CHANGELOG.md b/tekton/CHANGELOG.md
index 05753438b226a..33697c33652b0 100644
--- a/tekton/CHANGELOG.md
+++ b/tekton/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/tekton/changelog.d/18207.added b/tekton/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/tekton/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/tekton/changelog.d/18617.fixed b/tekton/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/tekton/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/tekton/datadog_checks/tekton/__about__.py b/tekton/datadog_checks/tekton/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/tekton/datadog_checks/tekton/__about__.py
+++ b/tekton/datadog_checks/tekton/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/teleport/CHANGELOG.md b/teleport/CHANGELOG.md
index b1545140369a3..d5baad9e1f0ea 100644
--- a/teleport/CHANGELOG.md
+++ b/teleport/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.1.0 / 2024-09-05
 
 ***Added***:
diff --git a/teleport/changelog.d/18207.added b/teleport/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/teleport/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/teleport/changelog.d/18617.fixed b/teleport/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/teleport/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/teleport/datadog_checks/teleport/__about__.py b/teleport/datadog_checks/teleport/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/teleport/datadog_checks/teleport/__about__.py
+++ b/teleport/datadog_checks/teleport/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/teleport/hatch.toml b/teleport/hatch.toml
index c85c5f07a7df2..010f0f41339aa 100644
--- a/teleport/hatch.toml
+++ b/teleport/hatch.toml
@@ -2,3 +2,18 @@
 
 [[envs.default.matrix]]
 python = ["3.12"]
+
+[[envs.default.matrix]]
+python = ["3.12"]
+setup = ["caddy"]
+
+[envs.default.overrides]
+name."^py3.12$".e2e-env = { value = true }
+name."^py3.12-caddy$".e2e-env = { value = true }
+matrix.setup.e2e-env = { value = true, if = ["caddy"] }
+matrix.setup.env-vars = [
+  { key = "USE_TELEPORT_CADDY", value = "true", if = ["caddy"] },
+]
+
+[envs.default]
+e2e-env = false
diff --git a/teleport/tests/common.py b/teleport/tests/common.py
index 878e212723c11..0bfa003dad44c 100644
--- a/teleport/tests/common.py
+++ b/teleport/tests/common.py
@@ -2,6 +2,9 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
+import os
+
+USE_TELEPORT_CADDY = os.environ.get("USE_TELEPORT_CADDY", False)
 
 INSTANCE = {"teleport_url": "http://127.0.0.1", "diag_port": "3000"}
 
diff --git a/teleport/tests/conftest.py b/teleport/tests/conftest.py
index 7fa3ab5f8b076..2744bb56acb75 100644
--- a/teleport/tests/conftest.py
+++ b/teleport/tests/conftest.py
@@ -5,16 +5,36 @@
 
 import pytest
 
-from datadog_checks.dev import docker_run, get_here
+from datadog_checks.dev import docker_run, get_docker_hostname, get_here
+from datadog_checks.dev.conditions import CheckDockerLogs, CheckEndpoints
 
-from .common import INSTANCE
+from .common import INSTANCE, USE_TELEPORT_CADDY
 
+HOST = get_docker_hostname()
 
-@pytest.fixture(scope='session')
+URL = "http://{}".format(HOST)
+
+
+@pytest.fixture(scope="session")
 def dd_environment():
-    compose_file = os.path.join(get_here(), 'docker', 'docker-compose.yaml')
-    with docker_run(compose_file, sleep=5):
-        yield INSTANCE
+    if USE_TELEPORT_CADDY:
+        compose_file = os.path.join(get_here(), "docker", "caddy", "docker-compose.yaml")
+        conditions = [
+            CheckEndpoints(URL + ":3000/healthz", attempts=120),
+        ]
+        with docker_run(compose_file, conditions=conditions, sleep=5):
+            yield INSTANCE
+    else:
+        compose_file = os.path.join(get_here(), "docker", "teleport", "docker-compose.yaml")
+        with docker_run(
+            compose_file,
+            sleep=5,
+            conditions=[
+                CheckDockerLogs(identifier="teleport-service", patterns=["Starting Teleport"]),
+                CheckEndpoints(URL + ":3000/healthz", attempts=120),
+            ],
+        ):
+            yield {"teleport_url": URL, "diag_port": "3000"}
 
 
 @pytest.fixture
diff --git a/teleport/tests/docker/caddy/docker-compose.yaml b/teleport/tests/docker/caddy/docker-compose.yaml
new file mode 100644
index 0000000000000..5ae718b36c157
--- /dev/null
+++ b/teleport/tests/docker/caddy/docker-compose.yaml
@@ -0,0 +1,12 @@
+version: "3"
+
+services:
+  teleport-caddy:
+    image: caddy:2.6.2-alpine
+    build: .
+    container_name: teleport-caddy
+    volumes:
+      - ./fixtures:/usr/share/caddy
+      - ./etc/caddy/teleport-service:/etc/caddy/
+    ports:
+      - "3000:80"
diff --git a/teleport/tests/docker/caddy/etc/caddy/teleport-service/Caddyfile b/teleport/tests/docker/caddy/etc/caddy/teleport-service/Caddyfile
new file mode 100644
index 0000000000000..27f6a79c3e8a1
--- /dev/null
+++ b/teleport/tests/docker/caddy/etc/caddy/teleport-service/Caddyfile
@@ -0,0 +1,35 @@
+{
+    debug
+    admin :2019
+}
+:80 {
+    root * /usr/share/caddy/
+    @metrics {
+        method GET
+        path /metrics
+    }
+    route @metrics {
+        rewrite * /{http.request.uri.path}/get.txt
+        file_server
+    }
+
+    @healthz {
+        method GET
+        path /healthz
+    }
+    route @healthz {
+        rewrite * /{http.request.uri.path}/get.json
+        file_server
+    }
+
+      @readyz {
+        method GET
+        path /readyz
+    }
+    route @readyz {
+        rewrite * /{http.request.uri.path}/get.json
+        file_server
+    }
+
+    file_server browse
+}
diff --git a/teleport/tests/docker/caddy/fixtures/healthz/get.json b/teleport/tests/docker/caddy/fixtures/healthz/get.json
new file mode 100644
index 0000000000000..51c30934a439d
--- /dev/null
+++ b/teleport/tests/docker/caddy/fixtures/healthz/get.json
@@ -0,0 +1 @@
+{ "status": "ok" }
diff --git a/teleport/tests/docker/caddy/fixtures/metrics/get.txt b/teleport/tests/docker/caddy/fixtures/metrics/get.txt
new file mode 100644
index 0000000000000..da75918c66dc4
--- /dev/null
+++ b/teleport/tests/docker/caddy/fixtures/metrics/get.txt
@@ -0,0 +1,1574 @@
+# HELP certificate_mismatch_total Number of times there was a certificate mismatch
+# TYPE certificate_mismatch_total counter
+certificate_mismatch_total 0
+# HELP audit_failed_disk_monitoring Number of times disk monitoring failed.
+# TYPE audit_failed_disk_monitoring counter
+audit_failed_disk_monitoring 0
+# HELP audit_failed_emit_events Number of times emitting audit event failed.
+# TYPE audit_failed_emit_events counter
+audit_failed_emit_events 0
+# HELP audit_percentage_disk_space_used Percentage disk space used.
+# TYPE audit_percentage_disk_space_used gauge
+audit_percentage_disk_space_used 0
+# HELP audit_server_open_files Number of open audit files
+# TYPE audit_server_open_files gauge
+audit_server_open_files 0
+# HELP auth_generate_requests Number of current generate requests for server keys
+# TYPE auth_generate_requests gauge
+auth_generate_requests 0
+# HELP auth_generate_requests_throttled_total Number of throttled requests to generate new server keys
+# TYPE auth_generate_requests_throttled_total counter
+auth_generate_requests_throttled_total 0
+# HELP auth_generate_requests_total Number of requests to generate new server keys
+# TYPE auth_generate_requests_total counter
+auth_generate_requests_total 4
+# HELP auth_generate_seconds Latency for generate requests for server keys
+# TYPE auth_generate_seconds histogram
+auth_generate_seconds_bucket{le="0.001"} 0
+auth_generate_seconds_bucket{le="0.002"} 0
+auth_generate_seconds_bucket{le="0.004"} 1
+auth_generate_seconds_bucket{le="0.008"} 4
+auth_generate_seconds_bucket{le="0.016"} 4
+auth_generate_seconds_bucket{le="0.032"} 4
+auth_generate_seconds_bucket{le="0.064"} 4
+auth_generate_seconds_bucket{le="0.128"} 4
+auth_generate_seconds_bucket{le="0.256"} 4
+auth_generate_seconds_bucket{le="0.512"} 4
+auth_generate_seconds_bucket{le="1.024"} 4
+auth_generate_seconds_bucket{le="2.048"} 4
+auth_generate_seconds_bucket{le="4.096"} 4
+auth_generate_seconds_bucket{le="8.192"} 4
+auth_generate_seconds_bucket{le="16.384"} 4
+auth_generate_seconds_bucket{le="32.768"} 4
+auth_generate_seconds_bucket{le="+Inf"} 4
+auth_generate_seconds_sum 0.016478917
+auth_generate_seconds_count 4
+# HELP backend_batch_read_requests_total Number of read requests to the backend
+# TYPE backend_batch_read_requests_total counter
+backend_batch_read_requests_total{component="backend"} 56
+backend_batch_read_requests_total{component="cache"} 73
+# HELP backend_batch_read_seconds Latency for batch read operations
+# TYPE backend_batch_read_seconds histogram
+backend_batch_read_seconds_bucket{component="backend",le="0.001"} 51
+backend_batch_read_seconds_bucket{component="backend",le="0.002"} 55
+backend_batch_read_seconds_bucket{component="backend",le="0.004"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.008"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.016"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.032"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.064"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.128"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.256"} 56
+backend_batch_read_seconds_bucket{component="backend",le="0.512"} 56
+backend_batch_read_seconds_bucket{component="backend",le="1.024"} 56
+backend_batch_read_seconds_bucket{component="backend",le="2.048"} 56
+backend_batch_read_seconds_bucket{component="backend",le="4.096"} 56
+backend_batch_read_seconds_bucket{component="backend",le="8.192"} 56
+backend_batch_read_seconds_bucket{component="backend",le="16.384"} 56
+backend_batch_read_seconds_bucket{component="backend",le="32.768"} 56
+backend_batch_read_seconds_bucket{component="backend",le="+Inf"} 56
+backend_batch_read_seconds_sum{component="backend"} 0.015345246000000003
+backend_batch_read_seconds_count{component="backend"} 56
+backend_batch_read_seconds_bucket{component="cache",le="0.001"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.002"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.004"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.008"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.016"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.032"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.064"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.128"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.256"} 73
+backend_batch_read_seconds_bucket{component="cache",le="0.512"} 73
+backend_batch_read_seconds_bucket{component="cache",le="1.024"} 73
+backend_batch_read_seconds_bucket{component="cache",le="2.048"} 73
+backend_batch_read_seconds_bucket{component="cache",le="4.096"} 73
+backend_batch_read_seconds_bucket{component="cache",le="8.192"} 73
+backend_batch_read_seconds_bucket{component="cache",le="16.384"} 73
+backend_batch_read_seconds_bucket{component="cache",le="32.768"} 73
+backend_batch_read_seconds_bucket{component="cache",le="+Inf"} 73
+backend_batch_read_seconds_sum{component="cache"} 0.000294537
+backend_batch_read_seconds_count{component="cache"} 73
+# HELP backend_batch_write_requests_total Number of batch write requests to the backend
+# TYPE backend_batch_write_requests_total counter
+backend_batch_write_requests_total{component="cache"} 93
+# HELP backend_batch_write_seconds Latency for backend batch write operations
+# TYPE backend_batch_write_seconds histogram
+backend_batch_write_seconds_bucket{component="cache",le="0.001"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.002"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.004"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.008"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.016"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.032"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.064"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.128"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.256"} 93
+backend_batch_write_seconds_bucket{component="cache",le="0.512"} 93
+backend_batch_write_seconds_bucket{component="cache",le="1.024"} 93
+backend_batch_write_seconds_bucket{component="cache",le="2.048"} 93
+backend_batch_write_seconds_bucket{component="cache",le="4.096"} 93
+backend_batch_write_seconds_bucket{component="cache",le="8.192"} 93
+backend_batch_write_seconds_bucket{component="cache",le="16.384"} 93
+backend_batch_write_seconds_bucket{component="cache",le="32.768"} 93
+backend_batch_write_seconds_bucket{component="cache",le="+Inf"} 93
+backend_batch_write_seconds_sum{component="cache"} 2.996099999999998e-05
+backend_batch_write_seconds_count{component="cache"} 93
+# HELP backend_read_requests_total Number of read requests to the backend
+# TYPE backend_read_requests_total counter
+backend_read_requests_total{component="backend"} 43
+backend_read_requests_total{component="cache"} 237
+# HELP backend_read_seconds Latency for read operations
+# TYPE backend_read_seconds histogram
+backend_read_seconds_bucket{component="backend",le="0.001"} 35
+backend_read_seconds_bucket{component="backend",le="0.002"} 41
+backend_read_seconds_bucket{component="backend",le="0.004"} 43
+backend_read_seconds_bucket{component="backend",le="0.008"} 43
+backend_read_seconds_bucket{component="backend",le="0.016"} 43
+backend_read_seconds_bucket{component="backend",le="0.032"} 43
+backend_read_seconds_bucket{component="backend",le="0.064"} 43
+backend_read_seconds_bucket{component="backend",le="0.128"} 43
+backend_read_seconds_bucket{component="backend",le="0.256"} 43
+backend_read_seconds_bucket{component="backend",le="0.512"} 43
+backend_read_seconds_bucket{component="backend",le="1.024"} 43
+backend_read_seconds_bucket{component="backend",le="2.048"} 43
+backend_read_seconds_bucket{component="backend",le="4.096"} 43
+backend_read_seconds_bucket{component="backend",le="8.192"} 43
+backend_read_seconds_bucket{component="backend",le="16.384"} 43
+backend_read_seconds_bucket{component="backend",le="32.768"} 43
+backend_read_seconds_bucket{component="backend",le="+Inf"} 43
+backend_read_seconds_sum{component="backend"} 0.023900751
+backend_read_seconds_count{component="backend"} 43
+backend_read_seconds_bucket{component="cache",le="0.001"} 237
+backend_read_seconds_bucket{component="cache",le="0.002"} 237
+backend_read_seconds_bucket{component="cache",le="0.004"} 237
+backend_read_seconds_bucket{component="cache",le="0.008"} 237
+backend_read_seconds_bucket{component="cache",le="0.016"} 237
+backend_read_seconds_bucket{component="cache",le="0.032"} 237
+backend_read_seconds_bucket{component="cache",le="0.064"} 237
+backend_read_seconds_bucket{component="cache",le="0.128"} 237
+backend_read_seconds_bucket{component="cache",le="0.256"} 237
+backend_read_seconds_bucket{component="cache",le="0.512"} 237
+backend_read_seconds_bucket{component="cache",le="1.024"} 237
+backend_read_seconds_bucket{component="cache",le="2.048"} 237
+backend_read_seconds_bucket{component="cache",le="4.096"} 237
+backend_read_seconds_bucket{component="cache",le="8.192"} 237
+backend_read_seconds_bucket{component="cache",le="16.384"} 237
+backend_read_seconds_bucket{component="cache",le="32.768"} 237
+backend_read_seconds_bucket{component="cache",le="+Inf"} 237
+backend_read_seconds_sum{component="cache"} 0.001213918999999999
+backend_read_seconds_count{component="cache"} 237
+# HELP backend_requests Number of requests to the backend (reads, writes, and keepalives)
+# TYPE backend_requests counter
+backend_requests{component="backend",range="false",req=".locks"} 4
+backend_requests{component="backend",range="false",req="/authentication/preference"} 4
+backend_requests{component="backend",range="false",req="/authorities/db"} 4
+backend_requests{component="backend",range="false",req="/authorities/host"} 10
+backend_requests{component="backend",range="false",req="/authorities/jwt"} 3
+backend_requests{component="backend",range="false",req="/authorities/oidc_idp"} 3
+backend_requests{component="backend",range="false",req="/authorities/openssh"} 3
+backend_requests{component="backend",range="false",req="/authorities/saml_idp"} 3
+backend_requests{component="backend",range="false",req="/authorities/user"} 3
+backend_requests{component="backend",range="false",req="/authservers"} 1
+backend_requests{component="backend",range="false",req="/cluster-alerts"} 3
+backend_requests{component="backend",range="false",req="/cluster_configuration/audit"} 2
+backend_requests{component="backend",range="false",req="/cluster_configuration/name"} 5
+backend_requests{component="backend",range="false",req="/cluster_configuration/networking"} 3
+backend_requests{component="backend",range="false",req="/cluster_configuration/session_recording"} 3
+backend_requests{component="backend",range="false",req="/cluster_configuration/static_tokens"} 2
+backend_requests{component="backend",range="false",req="/cluster_configuration/ui"} 1
+backend_requests{component="backend",range="false",req="/external_audit_storage"} 1
+backend_requests{component="backend",range="false",req="/migrations"} 3
+backend_requests{component="backend",range="false",req="/namespaces/default"} 1
+backend_requests{component="backend",range="false",req="/nodes/default"} 2
+backend_requests{component="backend",range="false",req="/proxies"} 1
+backend_requests{component="backend",range="false",req="/restrictions"} 1
+backend_requests{component="backend",range="false",req="/roles/access"} 1
+backend_requests{component="backend",range="false",req="/roles/auditor"} 1
+backend_requests{component="backend",range="false",req="/roles/editor"} 1
+backend_requests{component="backend",range="true",req="/access_list"} 1
+backend_requests{component="backend",range="true",req="/access_list_member"} 1
+backend_requests{component="backend",range="true",req="/access_list_review"} 1
+backend_requests{component="backend",range="true",req="/access_requests"} 1
+backend_requests{component="backend",range="true",req="/appServers/default"} 1
+backend_requests{component="backend",range="true",req="/applications"} 1
+backend_requests{component="backend",range="true",req="/apps/sessions"} 2
+backend_requests{component="backend",range="true",req="/authorities/db"} 1
+backend_requests{component="backend",range="true",req="/authorities/host"} 2
+backend_requests{component="backend",range="true",req="/authorities/jwt"} 1
+backend_requests{component="backend",range="true",req="/authorities/oidc_idp"} 1
+backend_requests{component="backend",range="true",req="/authorities/openssh"} 1
+backend_requests{component="backend",range="true",req="/authorities/saml_idp"} 1
+backend_requests{component="backend",range="true",req="/authorities/user"} 1
+backend_requests{component="backend",range="true",req="/authservers"} 1
+backend_requests{component="backend",range="true",req="/cluster_configuration/scripts"} 1
+backend_requests{component="backend",range="true",req="/databaseServers/default"} 1
+backend_requests{component="backend",range="true",req="/databaseService"} 1
+backend_requests{component="backend",range="true",req="/db"} 1
+backend_requests{component="backend",range="true",req="/discovery_config"} 1
+backend_requests{component="backend",range="true",req="/headless_authentication"} 1
+backend_requests{component="backend",range="true",req="/integrations"} 1
+backend_requests{component="backend",range="true",req="/kubeServers"} 1
+backend_requests{component="backend",range="true",req="/kubernetes"} 1
+backend_requests{component="backend",range="true",req="/locks"} 2
+backend_requests{component="backend",range="true",req="/namespaces"} 1
+backend_requests{component="backend",range="true",req="/nodes/default"} 1
+backend_requests{component="backend",range="true",req="/okta_assignment"} 1
+backend_requests{component="backend",range="true",req="/okta_import_rule"} 1
+backend_requests{component="backend",range="true",req="/proxies"} 1
+backend_requests{component="backend",range="true",req="/remoteClusters"} 2
+backend_requests{component="backend",range="true",req="/reverseTunnels"} 1
+backend_requests{component="backend",range="true",req="/roles"} 1
+backend_requests{component="backend",range="true",req="/saml_idp/sessions"} 2
+backend_requests{component="backend",range="true",req="/saml_idp_service_provider"} 1
+backend_requests{component="backend",range="true",req="/snowflake/sessions"} 2
+backend_requests{component="backend",range="true",req="/tokens"} 1
+backend_requests{component="backend",range="true",req="/trustedclusters"} 1
+backend_requests{component="backend",range="true",req="/tunnelConnections"} 1
+backend_requests{component="backend",range="true",req="/user_group"} 1
+backend_requests{component="backend",range="true",req="/user_login_state"} 1
+backend_requests{component="backend",range="true",req="/web/sessions"} 2
+backend_requests{component="backend",range="true",req="/web/tokens"} 2
+backend_requests{component="backend",range="true",req="/web/users"} 3
+backend_requests{component="backend",range="true",req="/windowsDesktop"} 1
+backend_requests{component="backend",range="true",req="/windowsDesktopServices"} 1
+backend_requests{component="cache",range="false",req="/authentication/preference"} 86
+backend_requests{component="cache",range="false",req="/authorities/db"} 6
+backend_requests{component="cache",range="false",req="/authorities/host"} 19
+backend_requests{component="cache",range="false",req="/authorities/jwt"} 6
+backend_requests{component="cache",range="false",req="/authorities/oidc_idp"} 6
+backend_requests{component="cache",range="false",req="/authorities/openssh"} 6
+backend_requests{component="cache",range="false",req="/authorities/saml_idp"} 6
+backend_requests{component="cache",range="false",req="/authorities/user"} 14
+backend_requests{component="cache",range="false",req="/authservers"} 2
+backend_requests{component="cache",range="false",req="/cluster_configuration/audit"} 8
+backend_requests{component="cache",range="false",req="/cluster_configuration/name"} 27
+backend_requests{component="cache",range="false",req="/cluster_configuration/networking"} 11
+backend_requests{component="cache",range="false",req="/cluster_configuration/scripts"} 2
+backend_requests{component="cache",range="false",req="/cluster_configuration/session_recording"} 85
+backend_requests{component="cache",range="false",req="/cluster_configuration/static_tokens"} 2
+backend_requests{component="cache",range="false",req="/cluster_configuration/ui"} 3
+backend_requests{component="cache",range="false",req="/namespaces/default"} 7
+backend_requests{component="cache",range="false",req="/nodes/default"} 4
+backend_requests{component="cache",range="false",req="/proxies"} 2
+backend_requests{component="cache",range="false",req="/restrictions"} 3
+backend_requests{component="cache",range="false",req="/roles/access"} 6
+backend_requests{component="cache",range="false",req="/roles/auditor"} 6
+backend_requests{component="cache",range="false",req="/roles/editor"} 6
+backend_requests{component="cache",range="true",req="/access_list"} 1
+backend_requests{component="cache",range="true",req="/access_list_member"} 1
+backend_requests{component="cache",range="true",req="/access_list_review"} 1
+backend_requests{component="cache",range="true",req="/access_requests"} 1
+backend_requests{component="cache",range="true",req="/appServers/default"} 4
+backend_requests{component="cache",range="true",req="/applications"} 3
+backend_requests{component="cache",range="true",req="/apps/sessions"} 2
+backend_requests{component="cache",range="true",req="/authorities/db"} 6
+backend_requests{component="cache",range="true",req="/authorities/host"} 6
+backend_requests{component="cache",range="true",req="/authorities/jwt"} 5
+backend_requests{component="cache",range="true",req="/authorities/oidc_idp"} 5
+backend_requests{component="cache",range="true",req="/authorities/openssh"} 6
+backend_requests{component="cache",range="true",req="/authorities/saml_idp"} 5
+backend_requests{component="cache",range="true",req="/authorities/user"} 6
+backend_requests{component="cache",range="true",req="/authservers"} 3
+backend_requests{component="cache",range="true",req="/cluster_configuration/scripts"} 3
+backend_requests{component="cache",range="true",req="/databaseServers/default"} 4
+backend_requests{component="cache",range="true",req="/databaseService"} 3
+backend_requests{component="cache",range="true",req="/db"} 3
+backend_requests{component="cache",range="true",req="/discovery_config"} 1
+backend_requests{component="cache",range="true",req="/integrations"} 3
+backend_requests{component="cache",range="true",req="/kubeServers"} 5
+backend_requests{component="cache",range="true",req="/kubernetes"} 3
+backend_requests{component="cache",range="true",req="/locks"} 3
+backend_requests{component="cache",range="true",req="/namespaces"} 5
+backend_requests{component="cache",range="true",req="/nodes/default"} 6
+backend_requests{component="cache",range="true",req="/okta_assignment"} 1
+backend_requests{component="cache",range="true",req="/okta_import_rule"} 1
+backend_requests{component="cache",range="true",req="/proxies"} 8
+backend_requests{component="cache",range="true",req="/remoteClusters"} 4
+backend_requests{component="cache",range="true",req="/reverseTunnels"} 6
+backend_requests{component="cache",range="true",req="/roles"} 6
+backend_requests{component="cache",range="true",req="/saml_idp/sessions"} 2
+backend_requests{component="cache",range="true",req="/saml_idp_service_provider"} 4
+backend_requests{component="cache",range="true",req="/security_report/audit_query"} 2
+backend_requests{component="cache",range="true",req="/security_report/report"} 6
+backend_requests{component="cache",range="true",req="/security_report/state"} 4
+backend_requests{component="cache",range="true",req="/snowflake/sessions"} 2
+backend_requests{component="cache",range="true",req="/tokens"} 1
+backend_requests{component="cache",range="true",req="/tunnelConnections"} 6
+backend_requests{component="cache",range="true",req="/user_group"} 3
+backend_requests{component="cache",range="true",req="/user_login_state"} 1
+backend_requests{component="cache",range="true",req="/web/sessions"} 2
+backend_requests{component="cache",range="true",req="/web/tokens"} 2
+backend_requests{component="cache",range="true",req="/web/users"} 3
+backend_requests{component="cache",range="true",req="/windowsDesktop"} 5
+backend_requests{component="cache",range="true",req="/windowsDesktopServices"} 3
+# HELP backend_watcher_queues_total Watcher queue sizes
+# TYPE backend_watcher_queues_total gauge
+backend_watcher_queues_total{component="auth:cache"} 0
+# HELP backend_watchers_total Number of active backend watchers
+# TYPE backend_watchers_total gauge
+backend_watchers_total{component="backend"} 4
+# HELP backend_write_requests_total Number of write requests to the backend
+# TYPE backend_write_requests_total counter
+backend_write_requests_total{component="backend"} 26
+backend_write_requests_total{component="cache"} 86
+# HELP backend_write_seconds Latency for backend write operations
+# TYPE backend_write_seconds histogram
+backend_write_seconds_bucket{component="backend",le="0.001"} 1
+backend_write_seconds_bucket{component="backend",le="0.002"} 10
+backend_write_seconds_bucket{component="backend",le="0.004"} 16
+backend_write_seconds_bucket{component="backend",le="0.008"} 22
+backend_write_seconds_bucket{component="backend",le="0.016"} 26
+backend_write_seconds_bucket{component="backend",le="0.032"} 26
+backend_write_seconds_bucket{component="backend",le="0.064"} 26
+backend_write_seconds_bucket{component="backend",le="0.128"} 26
+backend_write_seconds_bucket{component="backend",le="0.256"} 26
+backend_write_seconds_bucket{component="backend",le="0.512"} 26
+backend_write_seconds_bucket{component="backend",le="1.024"} 26
+backend_write_seconds_bucket{component="backend",le="2.048"} 26
+backend_write_seconds_bucket{component="backend",le="4.096"} 26
+backend_write_seconds_bucket{component="backend",le="8.192"} 26
+backend_write_seconds_bucket{component="backend",le="16.384"} 26
+backend_write_seconds_bucket{component="backend",le="32.768"} 26
+backend_write_seconds_bucket{component="backend",le="+Inf"} 26
+backend_write_seconds_sum{component="backend"} 0.098229207
+backend_write_seconds_count{component="backend"} 26
+backend_write_seconds_bucket{component="cache",le="0.001"} 86
+backend_write_seconds_bucket{component="cache",le="0.002"} 86
+backend_write_seconds_bucket{component="cache",le="0.004"} 86
+backend_write_seconds_bucket{component="cache",le="0.008"} 86
+backend_write_seconds_bucket{component="cache",le="0.016"} 86
+backend_write_seconds_bucket{component="cache",le="0.032"} 86
+backend_write_seconds_bucket{component="cache",le="0.064"} 86
+backend_write_seconds_bucket{component="cache",le="0.128"} 86
+backend_write_seconds_bucket{component="cache",le="0.256"} 86
+backend_write_seconds_bucket{component="cache",le="0.512"} 86
+backend_write_seconds_bucket{component="cache",le="1.024"} 86
+backend_write_seconds_bucket{component="cache",le="2.048"} 86
+backend_write_seconds_bucket{component="cache",le="4.096"} 86
+backend_write_seconds_bucket{component="cache",le="8.192"} 86
+backend_write_seconds_bucket{component="cache",le="16.384"} 86
+backend_write_seconds_bucket{component="cache",le="32.768"} 86
+backend_write_seconds_bucket{component="cache",le="+Inf"} 86
+backend_write_seconds_sum{component="cache"} 0.00015979300000000006
+backend_write_seconds_count{component="cache"} 86
+# HELP bpf_lost_restricted_events Number of lost restricted events.
+# TYPE bpf_lost_restricted_events counter
+bpf_lost_restricted_events 0
+# HELP cluster_name_not_found_total Number of times a cluster name was not found
+# TYPE cluster_name_not_found_total counter
+cluster_name_not_found_total 0
+# HELP failed_connect_to_node_attempts_total Number of failed SSH connection attempts to a node. Use with `teleport_connect_to_node_attempts_total` to get the failure rate.
+# TYPE failed_connect_to_node_attempts_total counter
+failed_connect_to_node_attempts_total 0
+# HELP failed_login_attempts_total Number of times there was a failed login
+# TYPE failed_login_attempts_total counter
+failed_login_attempts_total 0
+# HELP go_gc_duration_seconds A summary of the pause duration of garbage collection cycles.
+# TYPE go_gc_duration_seconds summary
+go_gc_duration_seconds{quantile="0"} 1.6583e-05
+go_gc_duration_seconds{quantile="0.25"} 9.3209e-05
+go_gc_duration_seconds{quantile="0.5"} 0.000145834
+go_gc_duration_seconds{quantile="0.75"} 0.000190625
+go_gc_duration_seconds{quantile="1"} 0.000245708
+go_gc_duration_seconds_sum 0.001096917
+go_gc_duration_seconds_count 8
+# HELP go_goroutines Number of goroutines that currently exist.
+# TYPE go_goroutines gauge
+go_goroutines 143
+# HELP go_info Information about the Go environment.
+# TYPE go_info gauge
+go_info{version="go1.21.6"} 1
+# HELP go_memstats_alloc_bytes Number of bytes allocated and still in use.
+# TYPE go_memstats_alloc_bytes gauge
+go_memstats_alloc_bytes 4.7696184e+07
+# HELP go_memstats_alloc_bytes_total Total number of bytes allocated, even if freed.
+# TYPE go_memstats_alloc_bytes_total counter
+go_memstats_alloc_bytes_total 1.6756536e+08
+# HELP go_memstats_buck_hash_sys_bytes Number of bytes used by the profiling bucket hash table.
+# TYPE go_memstats_buck_hash_sys_bytes gauge
+go_memstats_buck_hash_sys_bytes 1.489942e+06
+# HELP go_memstats_frees_total Total number of frees.
+# TYPE go_memstats_frees_total counter
+go_memstats_frees_total 507162
+# HELP go_memstats_gc_sys_bytes Number of bytes used for garbage collection system metadata.
+# TYPE go_memstats_gc_sys_bytes gauge
+go_memstats_gc_sys_bytes 6.377168e+06
+# HELP go_memstats_heap_alloc_bytes Number of heap bytes allocated and still in use.
+# TYPE go_memstats_heap_alloc_bytes gauge
+go_memstats_heap_alloc_bytes 4.7696184e+07
+# HELP go_memstats_heap_idle_bytes Number of heap bytes waiting to be used.
+# TYPE go_memstats_heap_idle_bytes gauge
+go_memstats_heap_idle_bytes 2.1594112e+07
+# HELP go_memstats_heap_inuse_bytes Number of heap bytes that are in use.
+# TYPE go_memstats_heap_inuse_bytes gauge
+go_memstats_heap_inuse_bytes 5.6262656e+07
+# HELP go_memstats_heap_objects Number of allocated objects.
+# TYPE go_memstats_heap_objects gauge
+go_memstats_heap_objects 121624
+# HELP go_memstats_heap_released_bytes Number of heap bytes released to OS.
+# TYPE go_memstats_heap_released_bytes gauge
+go_memstats_heap_released_bytes 2.842624e+06
+# HELP go_memstats_heap_sys_bytes Number of heap bytes obtained from system.
+# TYPE go_memstats_heap_sys_bytes gauge
+go_memstats_heap_sys_bytes 7.7856768e+07
+# HELP go_memstats_last_gc_time_seconds Number of seconds since 1970 of last garbage collection.
+# TYPE go_memstats_last_gc_time_seconds gauge
+go_memstats_last_gc_time_seconds 1.709038395328938e+09
+# HELP go_memstats_lookups_total Total number of pointer lookups.
+# TYPE go_memstats_lookups_total counter
+go_memstats_lookups_total 0
+# HELP go_memstats_mallocs_total Total number of mallocs.
+# TYPE go_memstats_mallocs_total counter
+go_memstats_mallocs_total 628786
+# HELP go_memstats_mcache_inuse_bytes Number of bytes in use by mcache structures.
+# TYPE go_memstats_mcache_inuse_bytes gauge
+go_memstats_mcache_inuse_bytes 6000
+# HELP go_memstats_mcache_sys_bytes Number of bytes used for mcache structures obtained from system.
+# TYPE go_memstats_mcache_sys_bytes gauge
+go_memstats_mcache_sys_bytes 15600
+# HELP go_memstats_mspan_inuse_bytes Number of bytes in use by mspan structures.
+# TYPE go_memstats_mspan_inuse_bytes gauge
+go_memstats_mspan_inuse_bytes 666792
+# HELP go_memstats_mspan_sys_bytes Number of bytes used for mspan structures obtained from system.
+# TYPE go_memstats_mspan_sys_bytes gauge
+go_memstats_mspan_sys_bytes 977760
+# HELP go_memstats_next_gc_bytes Number of heap bytes when next garbage collection will take place.
+# TYPE go_memstats_next_gc_bytes gauge
+go_memstats_next_gc_bytes 6.6114568e+07
+# HELP go_memstats_other_sys_bytes Number of bytes used for other system allocations.
+# TYPE go_memstats_other_sys_bytes gauge
+go_memstats_other_sys_bytes 1.486306e+06
+# HELP go_memstats_stack_inuse_bytes Number of bytes in use by the stack allocator.
+# TYPE go_memstats_stack_inuse_bytes gauge
+go_memstats_stack_inuse_bytes 1.835008e+06
+# HELP go_memstats_stack_sys_bytes Number of bytes obtained from system for stack allocator.
+# TYPE go_memstats_stack_sys_bytes gauge
+go_memstats_stack_sys_bytes 1.835008e+06
+# HELP go_memstats_sys_bytes Number of bytes obtained from system.
+# TYPE go_memstats_sys_bytes gauge
+go_memstats_sys_bytes 9.0038552e+07
+# HELP go_threads Number of OS threads created.
+# TYPE go_threads gauge
+go_threads 12
+# HELP grpc_client_started_total Total number of RPCs started on the client.
+# TYPE grpc_client_started_total counter
+grpc_client_started_total 1
+# HELP grpc_client_handled_total Total number of RPCs completed on the client, regardless of success or failure.
+# TYPE grpc_client_handled_total counter
+grpc_client_handled_total 1
+# HELP grpc_client_msg_received_total Total number of RPC stream messages received on the client.
+# TYPE grpc_client_msg_received_total counter
+grpc_client_msg_received_total 1
+# HELP grpc_client_msg_sent_total Total number of gRPC stream messages sent by the client.
+# TYPE grpc_client_msg_sent_total counter
+grpc_client_msg_sent_total 1
+# HELP grpc_server_handled_total Total number of RPCs completed on the server, regardless of success or failure.
+# TYPE grpc_server_handled_total counter
+grpc_server_handled_total{grpc_code="NotFound",grpc_method="GetNetworkRestrictions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="NotFound",grpc_method="GetUIConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetApps",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetAuthPreference",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetCertAuthorities",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 14
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetCertAuthority",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 3
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetClusterAuditConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetClusterNetworkingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetDatabases",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetDomainName",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetInstallers",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetKubernetesClusters",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetLocks",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetRoles",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetSessionRecordingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetSnowflakeSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetUsers",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetWebSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetWebTokens",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetWindowsDesktopServices",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="GetWindowsDesktops",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListAppSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListIntegrations",grpc_service="teleport.integration.v1.IntegrationService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListResources",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 5
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListSAMLIdPServiceProviders",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListSAMLIdPSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="ListUserGroups",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_handled_total{grpc_code="OK",grpc_method="Ping",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 4
+# HELP grpc_server_msg_received_total Total number of RPC stream messages received on the server.
+# TYPE grpc_server_msg_received_total counter
+grpc_server_msg_received_total{grpc_method="GetApps",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetAuthPreference",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetCertAuthorities",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 14
+grpc_server_msg_received_total{grpc_method="GetCertAuthority",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 3
+grpc_server_msg_received_total{grpc_method="GetClusterAuditConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetClusterNetworkingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetDatabases",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetDomainName",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetInstallers",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetKubernetesClusters",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetLocks",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetNetworkRestrictions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetRoles",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetSessionRecordingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_received_total{grpc_method="GetSnowflakeSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetUIConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetUsers",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetWebSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetWebTokens",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetWindowsDesktopServices",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="GetWindowsDesktops",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="ListAppSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="ListIntegrations",grpc_service="teleport.integration.v1.IntegrationService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="ListResources",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 5
+grpc_server_msg_received_total{grpc_method="ListSAMLIdPServiceProviders",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="ListSAMLIdPSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="ListUserGroups",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_received_total{grpc_method="Ping",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 4
+grpc_server_msg_received_total{grpc_method="WatchEvents",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 4
+# HELP grpc_server_msg_sent_total Total number of gRPC stream messages sent by the server.
+# TYPE grpc_server_msg_sent_total counter
+grpc_server_msg_sent_total{grpc_method="GetApps",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetAuthPreference",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetCertAuthorities",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 14
+grpc_server_msg_sent_total{grpc_method="GetCertAuthority",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 3
+grpc_server_msg_sent_total{grpc_method="GetClusterAuditConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetClusterNetworkingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetDatabases",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetDomainName",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetInstallers",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetKubernetesClusters",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetLocks",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetNetworkRestrictions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetRoles",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetSessionRecordingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_msg_sent_total{grpc_method="GetSnowflakeSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetUIConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetWebSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetWebTokens",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetWindowsDesktopServices",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="GetWindowsDesktops",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="ListAppSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="ListIntegrations",grpc_service="teleport.integration.v1.IntegrationService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="ListResources",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 5
+grpc_server_msg_sent_total{grpc_method="ListSAMLIdPServiceProviders",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="ListSAMLIdPSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="ListUserGroups",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_msg_sent_total{grpc_method="Ping",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 4
+grpc_server_msg_sent_total{grpc_method="WatchEvents",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 35
+# HELP grpc_server_started_total Total number of RPCs started on the server.
+# TYPE grpc_server_started_total counter
+grpc_server_started_total{grpc_method="GetApps",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetAuthPreference",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetCertAuthorities",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 14
+grpc_server_started_total{grpc_method="GetCertAuthority",grpc_service="teleport.trust.v1.TrustService",grpc_type="unary",server="teleport-auth"} 3
+grpc_server_started_total{grpc_method="GetClusterAuditConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetClusterNetworkingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetDatabases",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetDomainName",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetInstallers",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetKubernetesClusters",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetLocks",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetNetworkRestrictions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetRoles",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetSessionRecordingConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 2
+grpc_server_started_total{grpc_method="GetSnowflakeSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetUIConfig",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetUsers",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetWebSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetWebTokens",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetWindowsDesktopServices",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="GetWindowsDesktops",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="ListAppSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="ListIntegrations",grpc_service="teleport.integration.v1.IntegrationService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="ListResources",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 5
+grpc_server_started_total{grpc_method="ListSAMLIdPServiceProviders",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="ListSAMLIdPSessions",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="ListUserGroups",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 1
+grpc_server_started_total{grpc_method="Ping",grpc_service="proto.AuthService",grpc_type="unary",server="teleport-auth"} 4
+grpc_server_started_total{grpc_method="WatchEvents",grpc_service="proto.AuthService",grpc_type="server_stream",server="teleport-auth"} 4
+# HELP heartbeat_connections_received_total Number of times auth received a heartbeat connection
+# TYPE heartbeat_connections_received_total counter
+heartbeat_connections_received_total 0
+# HELP heartbeats_missed_total Number of heartbeats missed by auth server
+# TYPE heartbeats_missed_total gauge
+heartbeats_missed_total 0
+# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
+# TYPE process_cpu_seconds_total counter
+process_cpu_seconds_total 4.8
+# HELP process_max_fds Maximum number of open file descriptors.
+# TYPE process_max_fds gauge
+process_max_fds 1.048576e+06
+# HELP process_open_fds Number of open file descriptors.
+# TYPE process_open_fds gauge
+process_open_fds 20
+# HELP process_resident_memory_bytes Resident memory size in bytes.
+# TYPE process_resident_memory_bytes gauge
+process_resident_memory_bytes 1.893376e+08
+# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
+# TYPE process_start_time_seconds gauge
+process_start_time_seconds 1.70903839127e+09
+# HELP process_state State of the teleport process: 0 - ok, 1 - recovering, 2 - degraded, 3 - starting
+# TYPE process_state gauge
+process_state 0
+# HELP process_virtual_memory_bytes Virtual memory size in bytes.
+# TYPE process_virtual_memory_bytes gauge
+process_virtual_memory_bytes 2.325594112e+09
+# HELP process_virtual_memory_max_bytes Maximum amount of virtual memory available in bytes.
+# TYPE process_virtual_memory_max_bytes gauge
+process_virtual_memory_max_bytes 1.8446744073709552e+19
+# HELP promhttp_metric_handler_requests_in_flight Current number of scrapes being served.
+# TYPE promhttp_metric_handler_requests_in_flight gauge
+promhttp_metric_handler_requests_in_flight 1
+# HELP promhttp_metric_handler_requests_total Total number of scrapes by HTTP status code.
+# TYPE promhttp_metric_handler_requests_total counter
+promhttp_metric_handler_requests_total{code="200"} 3
+promhttp_metric_handler_requests_total{code="500"} 0
+promhttp_metric_handler_requests_total{code="503"} 0
+# HELP proxy_connection_limit_exceeded_total Number of times the proxy connection limit was exceeded
+# TYPE proxy_connection_limit_exceeded_total counter
+proxy_connection_limit_exceeded_total 0
+# HELP proxy_peer_client_dial_error_total Total number of errors encountered dialling peer Proxy Service instances.
+# TYPE proxy_peer_client_dial_error_total counter
+proxy_peer_client_dial_error_total 5
+# HELP proxy_peer_server_connections Number of currently opened connection to proxy Proxy Service instances.
+# TYPE proxy_peer_server_connections gauge
+proxy_peer_server_connections 10
+# HELP proxy_peer_client_rpc Number of current client RPC requests.
+# TYPE proxy_peer_client_rpc gauge
+proxy_peer_client_rpc 3
+# HELP proxy_peer_client_rpc_total Total number of client RPC requests.
+# TYPE proxy_peer_client_rpc_total counter
+proxy_peer_client_rpc_total 20
+# HELP proxy_peer_client_rpc_duration_seconds Duration in seconds of RPCs sent by the client.
+# TYPE proxy_peer_client_rpc_duration_seconds histogram
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.005"} 30
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.01"} 40
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.025"} 50
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.05"} 60
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.1"} 70
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.25"} 80
+proxy_peer_client_rpc_duration_seconds_bucket{le="0.5"} 90
+proxy_peer_client_rpc_duration_seconds_bucket{le="1"} 100
+proxy_peer_client_rpc_duration_seconds_count 450
+proxy_peer_client_rpc_duration_seconds_sum 150.5
+# HELP proxy_peer_client_message_sent_size Size of messages sent by the client.
+# TYPE proxy_peer_client_message_sent_size histogram
+proxy_peer_client_message_sent_size_bucket{le="100"} 30
+proxy_peer_client_message_sent_size_bucket{le="500"} 40
+proxy_peer_client_message_sent_size_bucket{le="1000"} 50
+proxy_peer_client_message_sent_size_bucket{le="5000"} 60
+proxy_peer_client_message_sent_size_bucket{le="10000"} 70
+proxy_peer_client_message_sent_size_bucket{le="50000"} 80
+proxy_peer_client_message_sent_size_bucket{le="100000"} 90
+proxy_peer_client_message_sent_size_bucket{le="500000"} 100
+proxy_peer_client_message_sent_size_count 450
+proxy_peer_client_message_sent_size_sum 150.5
+# HELP proxy_peer_client_message_received_size Size of messages received by the client.
+# TYPE proxy_peer_client_message_received_size histogram
+proxy_peer_client_message_received_size_bucket{le="100"} 20
+proxy_peer_client_message_received_size_bucket{le="500"} 30
+proxy_peer_client_message_received_size_bucket{le="1000"} 40
+proxy_peer_client_message_received_size_bucket{le="5000"} 50
+proxy_peer_client_message_received_size_bucket{le="10000"} 60
+proxy_peer_client_message_received_size_bucket{le="50000"} 70
+proxy_peer_client_message_received_size_bucket{le="100000"} 80
+proxy_peer_client_message_received_size_bucket{le="500000"} 90
+proxy_peer_client_message_received_size_bucket{le="1000000"} 100
+proxy_peer_client_message_received_size_count 300
+proxy_peer_client_message_received_size_sum 100.5
+
+# HELP proxy_peer_server_connections Number of currently opened connection to peer Proxy Service clients.
+# TYPE proxy_peer_server_connections gauge
+proxy_peer_server_connections 12
+# HELP proxy_peer_server_rpc Number of current server RPC requests.
+# TYPE proxy_peer_server_rpc gauge
+proxy_peer_server_rpc 4
+# HELP proxy_peer_server_rpc_total Total number of server RPC requests.
+# TYPE proxy_peer_server_rpc_total counter
+proxy_peer_server_rpc_total 30
+# HELP proxy_peer_server_rpc_duration_seconds Duration in seconds of RPCs sent by the server.
+# TYPE proxy_peer_server_rpc_duration_seconds histogram
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.005"} 25
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.01"} 35
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.025"} 45
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.05"} 55
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.1"} 65
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.25"} 75
+proxy_peer_server_rpc_duration_seconds_bucket{le="0.5"} 85
+proxy_peer_server_rpc_duration_seconds_bucket{le="1"} 95
+proxy_peer_server_rpc_duration_seconds_count 400
+proxy_peer_server_rpc_duration_seconds_sum 130.2
+
+# HELP proxy_peer_server_message_sent_size Size of messages sent by the server.
+# TYPE proxy_peer_server_message_sent_size histogram
+proxy_peer_server_message_sent_size_bucket{le="100"} 25
+proxy_peer_server_message_sent_size_bucket{le="500"} 35
+proxy_peer_server_message_sent_size_bucket{le="1000"} 45
+proxy_peer_server_message_sent_size_bucket{le="5000"} 55
+proxy_peer_server_message_sent_size_bucket{le="10000"} 65
+proxy_peer_server_message_sent_size_bucket{le="50000"} 75
+proxy_peer_server_message_sent_size_bucket{le="100000"} 85
+proxy_peer_server_message_sent_size_bucket{le="500000"} 95
+proxy_peer_server_message_sent_size_bucket{le="1000000"} 105
+proxy_peer_server_message_sent_size_count 400
+proxy_peer_server_message_sent_size_sum 130.2
+# HELP proxy_peer_server_message_received_size Size of messages received by the server.
+# TYPE proxy_peer_server_message_received_size histogram
+proxy_peer_server_message_received_size_bucket{le="100"} 15
+proxy_peer_server_message_received_size_bucket{le="500"} 25
+proxy_peer_server_message_received_size_bucket{le="1000"} 35
+proxy_peer_server_message_received_size_bucket{le="5000"} 45
+proxy_peer_server_message_received_size_bucket{le="10000"} 55
+proxy_peer_server_message_received_size_bucket{le="50000"} 65
+proxy_peer_server_message_received_size_bucket{le="100000"} 75
+proxy_peer_server_message_received_size_bucket{le="500000"} 85
+proxy_peer_server_message_received_size_bucket{le="1000000"} 95
+proxy_peer_server_message_received_size_count 350
+proxy_peer_server_message_received_size_sum 120.6
+# HELP proxy_missing_ssh_tunnels Number of missing SSH tunnels
+# TYPE proxy_missing_ssh_tunnels gauge
+proxy_missing_ssh_tunnels 10
+# HELP remote_clusters Number of inbound connections from leaf clusters.
+# TYPE remote_clusters gauge
+remote_clusters 10
+# HELP proxy_ssh_sessions_total Number of active sessions through this proxy
+# TYPE proxy_ssh_sessions_total gauge
+proxy_ssh_sessions_total 0
+# HELP rx Number of bytes received.
+# TYPE rx counter
+rx 0
+# HELP server_interactive_sessions_total Number of active sessions to this host
+# TYPE server_interactive_sessions_total gauge
+server_interactive_sessions_total 0
+# HELP teleport_audit_emit_events Number of audit events emitted
+# TYPE teleport_audit_emit_events counter
+teleport_audit_emit_events 0
+# HELP teleport_audit_emitted_event_sizes Size of single events emitted
+# TYPE teleport_audit_emitted_event_sizes histogram
+teleport_audit_emitted_event_sizes_bucket{le="64"} 0
+teleport_audit_emitted_event_sizes_bucket{le="203.18733465192952"} 0
+teleport_audit_emitted_event_sizes_bucket{le="645.079577546175"} 0
+teleport_audit_emitted_event_sizes_bucket{le="2047.9999999999995"} 0
+teleport_audit_emitted_event_sizes_bucket{le="6501.994708861743"} 0
+teleport_audit_emitted_event_sizes_bucket{le="20642.54648147759"} 0
+teleport_audit_emitted_event_sizes_bucket{le="65535.99999999996"} 0
+teleport_audit_emitted_event_sizes_bucket{le="208063.8306835757"} 0
+teleport_audit_emitted_event_sizes_bucket{le="660561.4874072828"} 0
+teleport_audit_emitted_event_sizes_bucket{le="2.0971519999999984e+06"} 0
+teleport_audit_emitted_event_sizes_bucket{le="6.658042581874422e+06"} 0
+teleport_audit_emitted_event_sizes_bucket{le="2.1137967597033046e+07"} 0
+teleport_audit_emitted_event_sizes_bucket{le="6.710886399999993e+07"} 0
+teleport_audit_emitted_event_sizes_bucket{le="2.130573626199814e+08"} 0
+teleport_audit_emitted_event_sizes_bucket{le="6.764149631050572e+08"} 0
+teleport_audit_emitted_event_sizes_bucket{le="2.1474836479999971e+09"} 0
+teleport_audit_emitted_event_sizes_bucket{le="+Inf"} 0
+teleport_audit_emitted_event_sizes_sum 0
+teleport_audit_emitted_event_sizes_count 0
+# HELP teleport_audit_queried_trimmed_events Number of events that were trimmed before being returned from a query
+# TYPE teleport_audit_queried_trimmed_events counter
+teleport_audit_queried_trimmed_events 0
+# HELP teleport_audit_stored_trimmed_events Number of events that were trimmed before being stored
+# TYPE teleport_audit_stored_trimmed_events counter
+teleport_audit_stored_trimmed_events 0
+# HELP teleport_build_info Provides build information of Teleport including gitref (git describe --long --tags), Go version, and Teleport version. The value of this gauge will always be 1.
+# TYPE teleport_build_info gauge
+teleport_build_info{gitref="v14.3.3-0-g542fbb0",goversion="go1.21.6",version="14.3.3"} 1
+# HELP teleport_cache_events Number of events received by a Teleport service cache. Teleport's Auth Service, Proxy Service, and other services cache incoming events related to their service.
+# TYPE teleport_cache_events counter
+teleport_cache_events{cache_component="auth"} 21
+teleport_cache_events{cache_component="node"} 11
+teleport_cache_events{cache_component="proxy"} 20
+# HELP teleport_cache_stale_events Number of stale events received by a Teleport service cache. A high percentage of stale events can indicate a degraded backend.
+# TYPE teleport_cache_stale_events  counter
+teleport_cache_stale_events {cache_component="auth"} 1
+teleport_cache_stale_events {cache_component="node"} 2
+teleport_cache_stale_events {cache_component="proxy"} 3
+
+# HELP teleport_connect_to_node_attempts_total Number of SSH connection attempts to a node. Use with `failed_connect_to_node_attempts_total` to get the failure rate.
+# TYPE teleport_connect_to_node_attempts_total counter
+teleport_connect_to_node_attempts_total 0
+# HELP teleport_reverse_tunnels_connected Number of reverse SSH tunnels connected to the Teleport Proxy Service by Teleport instances.
+# TYPE teleport_reverse_tunnels_connected gauge
+teleport_reverse_tunnels_connected 10
+
+# HELP trusted_clusters Number of outbound connections to leaf clusters.
+# TYPE trusted_clusters gauge
+trusted_clusters 5
+# HELP teleport_proxy_db_connection_setup_time_seconds Time to establish connection to DB service from Proxy service.
+# TYPE teleport_proxy_db_connection_setup_time_seconds histogram
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.005"} 15
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.01"} 25
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.025"} 35
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.05"} 45
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.1"} 55
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.25"} 65
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="0.5"} 75
+teleport_proxy_db_connection_setup_time_seconds_bucket{le="1"} 85
+teleport_proxy_db_connection_setup_time_seconds_count 300
+teleport_proxy_db_connection_setup_time_seconds_sum 100.2
+
+# HELP teleport_proxy_db_connection_dial_attempts_total Number of dial attempts from Proxy to DB service made.
+# TYPE teleport_proxy_db_connection_dial_attempts_total counter
+teleport_proxy_db_connection_dial_attempts_total 50
+
+# HELP teleport_proxy_db_connection_dial_failures_total Number of failed dial attempts from Proxy to DB service made.
+# TYPE teleport_proxy_db_connection_dial_failures_total counter
+teleport_proxy_db_connection_dial_failures_total 10
+
+# HELP teleport_proxy_db_attempted_servers_total Number of servers processed during connection attempt to the DB service from Proxy service.
+# TYPE teleport_proxy_db_attempted_servers_total histogram
+teleport_proxy_db_attempted_servers_total_bucket{le="2"} 20
+teleport_proxy_db_attempted_servers_total_bucket{le="5"} 30
+teleport_proxy_db_attempted_servers_total_bucket{le="10"} 40
+teleport_proxy_db_attempted_servers_total_bucket{le="20"} 50
+teleport_proxy_db_attempted_servers_total_bucket{le="50"} 60
+teleport_proxy_db_attempted_servers_total_bucket{le="100"} 70
+teleport_proxy_db_attempted_servers_total_bucket{le="200"} 80
+teleport_proxy_db_attempted_servers_total_bucket{le="500"} 90
+teleport_proxy_db_attempted_servers_total_count 280
+teleport_proxy_db_attempted_servers_total_sum 90.6
+
+# HELP teleport_proxy_db_connection_tls_config_time_seconds Time to fetch TLS configuration for the connection to DB service from Proxy service.
+# TYPE teleport_proxy_db_connection_tls_config_time_seconds histogram
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="0.1"} 10
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="0.25"} 20
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="0.5"} 30
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="1"} 40
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="2.5"} 50
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="5"} 60
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="10"} 70
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="25"} 80
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="50"} 90
+teleport_proxy_db_connection_tls_config_time_seconds_bucket{le="100"} 100
+teleport_proxy_db_connection_tls_config_time_seconds_count 350
+teleport_proxy_db_connection_tls_config_time_seconds_sum 120.8
+
+# HELP teleport_proxy_db_active_connections_total Number of currently active connections to DB service from Proxy service.
+# TYPE teleport_proxy_db_active_connections_total gauge
+teleport_proxy_db_active_connections_total 25
+
+
+
+# HELP teleport_enrolled_in_upgrades Number of instances enrolled in automatic upgrades
+# TYPE teleport_enrolled_in_upgrades gauge
+teleport_enrolled_in_upgrades 0
+# HELP teleport_incomplete_session_uploads_total Number of sessions not yet uploaded to auth
+# TYPE teleport_incomplete_session_uploads_total gauge
+teleport_incomplete_session_uploads_total 0
+# HELP teleport_kubernetes_server_in_flight_requests In-flight requests currently handled by the server.
+# TYPE teleport_kubernetes_server_in_flight_requests gauge
+teleport_kubernetes_server_in_flight_requests{component="kube_proxy"} 0
+# HELP teleport_migrations Migrations tracks for each migration if it is active (1) or not (0).
+# TYPE teleport_migrations gauge
+teleport_migrations{migration="remote_clusters"} 0
+# HELP teleport_services Teleport services currently enabled and running
+# TYPE teleport_services gauge
+teleport_services{service_name="auth_service"} 1
+teleport_services{service_name="proxy_service"} 1
+teleport_services{service_name="ssh_service"} 1
+# HELP teleport_total_instances Total teleport instances
+# TYPE teleport_total_instances gauge
+teleport_total_instances 0
+# HELP tx Number of bytes transmitted.
+# TYPE tx counter
+tx 0
+# HELP user_login_total Number of times there was a user login
+# TYPE user_login_total counter
+user_login_total 0
+# HELP user_max_concurrent_sessions_hit_total Number of times a user exceeded their max concurrent ssh connections
+# TYPE user_max_concurrent_sessions_hit_total counter
+user_max_concurrent_sessions_hit_total 0
+# HELP watcher_event_sizes Overall size of events emitted
+# TYPE watcher_event_sizes histogram
+watcher_event_sizes_bucket{le="0"} 0
+watcher_event_sizes_bucket{le="100"} 6
+watcher_event_sizes_bucket{le="200"} 14
+watcher_event_sizes_bucket{le="300"} 19
+watcher_event_sizes_bucket{le="400"} 19
+watcher_event_sizes_bucket{le="500"} 20
+watcher_event_sizes_bucket{le="600"} 24
+watcher_event_sizes_bucket{le="700"} 24
+watcher_event_sizes_bucket{le="800"} 27
+watcher_event_sizes_bucket{le="900"} 27
+watcher_event_sizes_bucket{le="1000"} 27
+watcher_event_sizes_bucket{le="1100"} 27
+watcher_event_sizes_bucket{le="1200"} 27
+watcher_event_sizes_bucket{le="1300"} 27
+watcher_event_sizes_bucket{le="1400"} 27
+watcher_event_sizes_bucket{le="1500"} 29
+watcher_event_sizes_bucket{le="1600"} 29
+watcher_event_sizes_bucket{le="1700"} 29
+watcher_event_sizes_bucket{le="1800"} 29
+watcher_event_sizes_bucket{le="1900"} 33
+watcher_event_sizes_bucket{le="+Inf"} 35
+watcher_event_sizes_sum 22723
+watcher_event_sizes_count 35
+# HELP watcher_events Per resources size of events emitted
+# TYPE watcher_events histogram
+watcher_events_bucket{resource="/auth_server",le="0"} 0
+watcher_events_bucket{resource="/auth_server",le="200"} 0
+watcher_events_bucket{resource="/auth_server",le="400"} 1
+watcher_events_bucket{resource="/auth_server",le="600"} 1
+watcher_events_bucket{resource="/auth_server",le="800"} 1
+watcher_events_bucket{resource="/auth_server",le="+Inf"} 1
+watcher_events_sum{resource="/auth_server"} 212
+watcher_events_count{resource="/auth_server"} 1
+watcher_events_bucket{resource="/cert_authority/db",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/db",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/db",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/db",le="600"} 0
+watcher_events_bucket{resource="/cert_authority/db",le="800"} 0
+watcher_events_bucket{resource="/cert_authority/db",le="+Inf"} 1
+watcher_events_sum{resource="/cert_authority/db"} 1420
+watcher_events_count{resource="/cert_authority/db"} 1
+watcher_events_bucket{resource="/cert_authority/host",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/host",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/host",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/host",le="600"} 0
+watcher_events_bucket{resource="/cert_authority/host",le="800"} 0
+watcher_events_bucket{resource="/cert_authority/host",le="+Inf"} 2
+watcher_events_sum{resource="/cert_authority/host"} 3630
+watcher_events_count{resource="/cert_authority/host"} 2
+watcher_events_bucket{resource="/cert_authority/jwt",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/jwt",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/jwt",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/jwt",le="600"} 1
+watcher_events_bucket{resource="/cert_authority/jwt",le="800"} 1
+watcher_events_bucket{resource="/cert_authority/jwt",le="+Inf"} 1
+watcher_events_sum{resource="/cert_authority/jwt"} 534
+watcher_events_count{resource="/cert_authority/jwt"} 1
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="600"} 1
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="800"} 1
+watcher_events_bucket{resource="/cert_authority/oidc_idp",le="+Inf"} 1
+watcher_events_sum{resource="/cert_authority/oidc_idp"} 544
+watcher_events_count{resource="/cert_authority/oidc_idp"} 1
+watcher_events_bucket{resource="/cert_authority/openssh",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/openssh",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/openssh",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/openssh",le="600"} 1
+watcher_events_bucket{resource="/cert_authority/openssh",le="800"} 1
+watcher_events_bucket{resource="/cert_authority/openssh",le="+Inf"} 1
+watcher_events_sum{resource="/cert_authority/openssh"} 497
+watcher_events_count{resource="/cert_authority/openssh"} 1
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="600"} 0
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="800"} 0
+watcher_events_bucket{resource="/cert_authority/saml_idp",le="+Inf"} 1
+watcher_events_sum{resource="/cert_authority/saml_idp"} 1436
+watcher_events_count{resource="/cert_authority/saml_idp"} 1
+watcher_events_bucket{resource="/cert_authority/user",le="0"} 0
+watcher_events_bucket{resource="/cert_authority/user",le="200"} 0
+watcher_events_bucket{resource="/cert_authority/user",le="400"} 0
+watcher_events_bucket{resource="/cert_authority/user",le="600"} 0
+watcher_events_bucket{resource="/cert_authority/user",le="800"} 0
+watcher_events_bucket{resource="/cert_authority/user",le="+Inf"} 2
+watcher_events_sum{resource="/cert_authority/user"} 3622
+watcher_events_count{resource="/cert_authority/user"} 2
+watcher_events_bucket{resource="/cluster_audit_config",le="0"} 0
+watcher_events_bucket{resource="/cluster_audit_config",le="200"} 2
+watcher_events_bucket{resource="/cluster_audit_config",le="400"} 2
+watcher_events_bucket{resource="/cluster_audit_config",le="600"} 2
+watcher_events_bucket{resource="/cluster_audit_config",le="800"} 2
+watcher_events_bucket{resource="/cluster_audit_config",le="+Inf"} 2
+watcher_events_sum{resource="/cluster_audit_config"} 156
+watcher_events_count{resource="/cluster_audit_config"} 2
+watcher_events_bucket{resource="/cluster_auth_preference",le="0"} 0
+watcher_events_bucket{resource="/cluster_auth_preference",le="200"} 2
+watcher_events_bucket{resource="/cluster_auth_preference",le="400"} 2
+watcher_events_bucket{resource="/cluster_auth_preference",le="600"} 2
+watcher_events_bucket{resource="/cluster_auth_preference",le="800"} 2
+watcher_events_bucket{resource="/cluster_auth_preference",le="+Inf"} 2
+watcher_events_sum{resource="/cluster_auth_preference"} 342
+watcher_events_count{resource="/cluster_auth_preference"} 2
+watcher_events_bucket{resource="/cluster_name",le="0"} 0
+watcher_events_bucket{resource="/cluster_name",le="200"} 2
+watcher_events_bucket{resource="/cluster_name",le="400"} 2
+watcher_events_bucket{resource="/cluster_name",le="600"} 2
+watcher_events_bucket{resource="/cluster_name",le="800"} 2
+watcher_events_bucket{resource="/cluster_name",le="+Inf"} 2
+watcher_events_sum{resource="/cluster_name"} 232
+watcher_events_count{resource="/cluster_name"} 2
+watcher_events_bucket{resource="/cluster_networking_config",le="0"} 0
+watcher_events_bucket{resource="/cluster_networking_config",le="200"} 2
+watcher_events_bucket{resource="/cluster_networking_config",le="400"} 2
+watcher_events_bucket{resource="/cluster_networking_config",le="600"} 2
+watcher_events_bucket{resource="/cluster_networking_config",le="800"} 2
+watcher_events_bucket{resource="/cluster_networking_config",le="+Inf"} 2
+watcher_events_sum{resource="/cluster_networking_config"} 280
+watcher_events_count{resource="/cluster_networking_config"} 2
+watcher_events_bucket{resource="/namespace",le="0"} 0
+watcher_events_bucket{resource="/namespace",le="200"} 2
+watcher_events_bucket{resource="/namespace",le="400"} 2
+watcher_events_bucket{resource="/namespace",le="600"} 2
+watcher_events_bucket{resource="/namespace",le="800"} 2
+watcher_events_bucket{resource="/namespace",le="+Inf"} 2
+watcher_events_sum{resource="/namespace"} 102
+watcher_events_count{resource="/namespace"} 2
+watcher_events_bucket{resource="/node/teleport",le="0"} 0
+watcher_events_bucket{resource="/node/teleport",le="200"} 0
+watcher_events_bucket{resource="/node/teleport",le="400"} 2
+watcher_events_bucket{resource="/node/teleport",le="600"} 2
+watcher_events_bucket{resource="/node/teleport",le="800"} 2
+watcher_events_bucket{resource="/node/teleport",le="+Inf"} 2
+watcher_events_sum{resource="/node/teleport"} 481
+watcher_events_count{resource="/node/teleport"} 2
+watcher_events_bucket{resource="/proxy",le="0"} 0
+watcher_events_bucket{resource="/proxy",le="200"} 0
+watcher_events_bucket{resource="/proxy",le="400"} 1
+watcher_events_bucket{resource="/proxy",le="600"} 1
+watcher_events_bucket{resource="/proxy",le="800"} 1
+watcher_events_bucket{resource="/proxy",le="+Inf"} 1
+watcher_events_sum{resource="/proxy"} 202
+watcher_events_count{resource="/proxy"} 1
+watcher_events_bucket{resource="/role",le="0"} 0
+watcher_events_bucket{resource="/role",le="200"} 0
+watcher_events_bucket{resource="/role",le="400"} 0
+watcher_events_bucket{resource="/role",le="600"} 2
+watcher_events_bucket{resource="/role",le="800"} 4
+watcher_events_bucket{resource="/role",le="+Inf"} 6
+watcher_events_sum{resource="/role"} 7586
+watcher_events_count{resource="/role"} 6
+watcher_events_bucket{resource="/session_recording_config",le="0"} 0
+watcher_events_bucket{resource="/session_recording_config",le="200"} 2
+watcher_events_bucket{resource="/session_recording_config",le="400"} 2
+watcher_events_bucket{resource="/session_recording_config",le="600"} 2
+watcher_events_bucket{resource="/session_recording_config",le="800"} 2
+watcher_events_bucket{resource="/session_recording_config",le="+Inf"} 2
+watcher_events_sum{resource="/session_recording_config"} 254
+watcher_events_count{resource="/session_recording_config"} 2
+watcher_events_bucket{resource="/watch_status",le="0"} 0
+watcher_events_bucket{resource="/watch_status",le="200"} 2
+watcher_events_bucket{resource="/watch_status",le="400"} 3
+watcher_events_bucket{resource="/watch_status",le="600"} 3
+watcher_events_bucket{resource="/watch_status",le="800"} 4
+watcher_events_bucket{resource="/watch_status",le="+Inf"} 4
+watcher_events_sum{resource="/watch_status"} 1193
+watcher_events_count{resource="/watch_status"} 4
+
+# HELP audit_failed_disk_monitoring Number of times disk monitoring failed.
+# TYPE audit_failed_disk_monitoring counter
+audit_failed_disk_monitoring 14
+
+# HELP audit_failed_emit_events Number of times emitting audit events failed.
+# TYPE audit_failed_emit_events counter
+audit_failed_emit_events 7
+
+# HELP audit_percentage_disk_space_used Percentage of disk space used.
+# TYPE audit_percentage_disk_space_used gauge
+audit_percentage_disk_space_used 0.35
+
+# HELP audit_server_open_files Number of open audit files.
+# TYPE audit_server_open_files gauge
+audit_server_open_files 30
+
+# HELP auth_generate_requests_throttled_total Number of throttled requests to generate new server keys.
+# TYPE auth_generate_requests_throttled_total counter
+auth_generate_requests_throttled_total 20
+
+# HELP auth_generate_requests_total Number of requests to generate new server keys.
+# TYPE auth_generate_requests_total counter
+auth_generate_requests_total 90
+
+# HELP auth_generate_requests Number of current generate requests.
+# TYPE auth_generate_requests gauge
+auth_generate_requests 15
+
+# HELP auth_generate_seconds Latency for generate requests.
+# TYPE auth_generate_seconds histogram
+auth_generate_seconds_bucket{le="0.005"} 0
+auth_generate_seconds_bucket{le="0.01"} 1
+auth_generate_seconds_bucket{le="0.025"} 3
+auth_generate_seconds_bucket{le="0.05"} 5
+auth_generate_seconds_bucket{le="0.075"} 7
+auth_generate_seconds_bucket{le="0.1"} 8
+auth_generate_seconds_bucket{le="0.25"} 10
+auth_generate_seconds_bucket{le="0.5"} 14
+auth_generate_seconds_bucket{le="0.75"} 20
+auth_generate_seconds_bucket{le="1"} 25
+auth_generate_seconds_bucket{le="+Inf"} 30
+auth_generate_seconds_sum 33.0
+auth_generate_seconds_count 30
+
+# TYPE teleport_audit_emit_events counter
+teleport_audit_emit_events_total 0
+
+# TYPE teleport_audit_parquetlog_batch_processing_seconds histogram
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.005"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.01"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.025"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.05"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.1"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.25"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="0.5"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="1"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="2.5"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="5"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="10"} 0
+teleport_audit_parquetlog_batch_processing_seconds_bucket{le="+Inf"} 0
+teleport_audit_parquetlog_batch_processing_seconds_sum 0
+teleport_audit_parquetlog_batch_processing_seconds_count 0
+
+# TYPE teleport_audit_parquetlog_s3_flush_seconds histogram
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.005"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.01"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.025"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.05"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.1"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.25"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="0.5"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="1"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="2.5"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="5"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="10"} 0
+teleport_audit_parquetlog_s3_flush_seconds_bucket{le="+Inf"} 0
+teleport_audit_parquetlog_s3_flush_seconds_sum 0
+teleport_audit_parquetlog_s3_flush_seconds_count 0
+
+# TYPE teleport_audit_parquetlog_delete_events_seconds histogram
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.005"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.01"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.025"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.05"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.1"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.25"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="0.5"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="1"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="2.5"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="5"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="10"} 0
+teleport_audit_parquetlog_delete_events_seconds_bucket{le="+Inf"} 0
+teleport_audit_parquetlog_delete_events_seconds_sum 0
+teleport_audit_parquetlog_delete_events_seconds_count 0
+
+# TYPE teleport_audit_parquetlog_batch_size histogram
+teleport_audit_parquetlog_batch_size_bucket{le="500"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="1000"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="1500"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="2000"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="2500"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="3000"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="3500"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="4000"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="4500"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="5000"} 0
+teleport_audit_parquetlog_batch_size_bucket{le="+Inf"} 0
+teleport_audit_parquetlog_batch_size_sum 0
+teleport_audit_parquetlog_batch_size_count 0
+
+# TYPE teleport_audit_parquetlog_batch_count counter
+teleport_audit_parquetlog_batch_count 0
+
+# TYPE teleport_audit_parquetlog_last_processed_timestamp gauge
+teleport_audit_parquetlog_last_processed_timestamp 0
+
+# TYPE teleport_audit_parquetlog_age_oldest_processed_message gauge
+teleport_audit_parquetlog_age_oldest_processed_message 0
+
+# TYPE teleport_audit_parquetlog_errors_from_collect_count counter
+teleport_audit_parquetlog_errors_from_collect_count 0
+
+# TYPE teleport_connected_resources gauge
+teleport_connected_resources 0
+
+# TYPE teleport_registered_servers gauge
+teleport_registered_servers 0
+
+# TYPE teleport_registered_servers_by_install_methods gauge
+teleport_registered_servers_by_install_methods 0
+
+# TYPE user_login_total counter
+user_login_total 0
+
+# TYPE teleport_migrations gauge
+teleport_migrations 0
+
+# HELP s3_requests_total Total number of requests to the S3 API.
+# TYPE s3_requests_total counter
+s3_requests_total 4000
+
+# HELP s3_requests Total number of requests to the S3 API grouped by result.
+# TYPE s3_requests counter
+s3_requests{result="success"} 3200
+s3_requests{result="failure"} 800
+
+# TYPE s3_requests_seconds histogram
+s3_requests_seconds_bucket{le="0.005"} 0
+s3_requests_seconds_bucket{le="0.01"} 0
+s3_requests_seconds_bucket{le="0.025"} 0
+s3_requests_seconds_bucket{le="0.05"} 0
+s3_requests_seconds_bucket{le="0.1"} 0
+s3_requests_seconds_bucket{le="0.25"} 0
+s3_requests_seconds_bucket{le="0.5"} 0
+s3_requests_seconds_bucket{le="1"} 0
+s3_requests_seconds_bucket{le="2.5"} 0
+s3_requests_seconds_bucket{le="5"} 0
+s3_requests_seconds_bucket{le="10"} 0
+s3_requests_seconds_bucket{le="+Inf"} 0
+s3_requests_seconds_sum 0
+s3_requests_seconds_count 0
+
+
+# HELP dynamo_requests_total Total number of requests to the DYNAMO API.
+# TYPE dynamo_requests_total counter
+dynamo_requests_total 4000
+
+# HELP dynamo_requests Total number of requests to the DYNAMO API grouped by result.
+# TYPE dynamo_requests counter
+dynamo_requests{result="success"} 3200
+dynamo_requests{result="failure"} 800
+
+# TYPE dynamo_requests_seconds histogram
+dynamo_requests_seconds_bucket{le="0.005"} 0
+dynamo_requests_seconds_bucket{le="0.01"} 0
+dynamo_requests_seconds_bucket{le="0.025"} 0
+dynamo_requests_seconds_bucket{le="0.05"} 0
+dynamo_requests_seconds_bucket{le="0.1"} 0
+dynamo_requests_seconds_bucket{le="0.25"} 0
+dynamo_requests_seconds_bucket{le="0.5"} 0
+dynamo_requests_seconds_bucket{le="1"} 0
+dynamo_requests_seconds_bucket{le="2.5"} 0
+dynamo_requests_seconds_bucket{le="5"} 0
+dynamo_requests_seconds_bucket{le="10"} 0
+dynamo_requests_seconds_bucket{le="+Inf"} 0
+dynamo_requests_seconds_sum 0
+dynamo_requests_seconds_count 0
+
+
+# HELP firestore_events_backend_batch_read_requests Number of batch read requests to Cloud Firestore events.
+# TYPE firestore_events_backend_batch_read_requests counter
+firestore_events_backend_batch_read_requests 150
+
+# HELP firestore_events_backend_batch_read_seconds Latency for Cloud Firestore events batch read operations.
+# TYPE firestore_events_backend_batch_read_seconds histogram
+firestore_events_backend_batch_read_seconds_bucket{le="0.005"} 250
+firestore_events_backend_batch_read_seconds_bucket{le="0.01"} 500
+firestore_events_backend_batch_read_seconds_bucket{le="0.025"} 750
+firestore_events_backend_batch_read_seconds_bucket{le="0.05"} 1000
+firestore_events_backend_batch_read_seconds_bucket{le="0.075"} 1200
+firestore_events_backend_batch_read_seconds_bucket{le="0.1"} 1500
+firestore_events_backend_batch_read_seconds_bucket{le="0.25"} 2000
+firestore_events_backend_batch_read_seconds_bucket{le="0.5"} 2500
+firestore_events_backend_batch_read_seconds_bucket{le="0.75"} 2750
+firestore_events_backend_batch_read_seconds_bucket{le="1"} 3000
+firestore_events_backend_batch_read_seconds_bucket{le="+Inf"} 3200
+firestore_events_backend_batch_read_seconds_count 3200
+firestore_events_backend_batch_read_seconds_sum 800
+
+# HELP firestore_events_backend_batch_write_requests Number of batch write requests to Cloud Firestore events.
+# TYPE firestore_events_backend_batch_write_requests counter
+firestore_events_backend_batch_write_requests 4800
+
+# HELP firestore_events_backend_batch_write_seconds Latency for Cloud Firestore events batch write operations.
+# TYPE firestore_events_backend_batch_write_seconds histogram
+firestore_events_backend_batch_write_seconds_bucket{le="0.005"} 1000
+firestore_events_backend_batch_write_seconds_bucket{le="0.01"} 2000
+firestore_events_backend_batch_write_seconds_bucket{le="0.025"} 3000
+firestore_events_backend_batch_write_seconds_bucket{le="0.05"} 4000
+firestore_events_backend_batch_write_seconds_bucket{le="0.075"} 5000
+firestore_events_backend_batch_write_seconds_bucket{le="0.1"} 6000
+firestore_events_backend_batch_write_seconds_bucket{le="0.25"} 7000
+firestore_events_backend_batch_write_seconds_bucket{le="0.5"} 8000
+firestore_events_backend_batch_write_seconds_bucket{le="0.75"} 9000
+firestore_events_backend_batch_write_seconds_bucket{le="1"} 10000
+firestore_events_backend_batch_write_seconds_bucket{le="+Inf"} 11000
+firestore_events_backend_batch_write_seconds_count 11000
+firestore_events_backend_batch_write_seconds_sum 3500
+
+# HELP firestore_events_backend_write_requests Number of write requests to Cloud Firestore events.
+# TYPE firestore_events_backend_write_requests counter
+firestore_events_backend_write_requests 7500
+
+# HELP firestore_events_backend_write_seconds Latency for Cloud Firestore events write operations.
+# TYPE firestore_events_backend_write_seconds histogram
+firestore_events_backend_write_seconds_bucket{le="0.005"} 1500
+firestore_events_backend_write_seconds_bucket{le="0.01"} 3000
+firestore_events_backend_write_seconds_bucket{le="0.025"} 4500
+firestore_events_backend_write_seconds_bucket{le="0.05"} 6000
+firestore_events_backend_write_seconds_bucket{le="0.075"} 7500
+firestore_events_backend_write_seconds_bucket{le="0.1"} 9000
+firestore_events_backend_write_seconds_bucket{le="0.25"} 10500
+firestore_events_backend_write_seconds_bucket{le="0.5"} 12000
+firestore_events_backend_write_seconds_bucket{le="0.75"} 13500
+firestore_events_backend_write_seconds_bucket{le="1"} 15000
+firestore_events_backend_write_seconds_bucket{le="+Inf"} 16500
+firestore_events_backend_write_seconds_count 16500
+firestore_events_backend_write_seconds_sum 5250
+
+
+# HELP gcs_event_storage_downloads_seconds Latency for GCS download operations.
+# TYPE gcs_event_storage_downloads_seconds histogram
+gcs_event_storage_downloads_seconds_bucket{le="0.005"} 100
+gcs_event_storage_downloads_seconds_bucket{le="0.01"} 300
+gcs_event_storage_downloads_seconds_bucket{le="0.025"} 500
+gcs_event_storage_downloads_seconds_bucket{le="0.05"} 700
+gcs_event_storage_downloads_seconds_bucket{le="0.075"} 900
+gcs_event_storage_downloads_seconds_bucket{le="0.1"} 1100
+gcs_event_storage_downloads_seconds_bucket{le="0.25"} 1300
+gcs_event_storage_downloads_seconds_bucket{le="0.5"} 1500
+gcs_event_storage_downloads_seconds_bucket{le="0.75"} 1700
+gcs_event_storage_downloads_seconds_bucket{le="1"} 1900
+gcs_event_storage_downloads_seconds_bucket{le="+Inf"} 2000
+gcs_event_storage_downloads_seconds_count 2000
+gcs_event_storage_downloads_seconds_sum 600
+
+# HELP gcs_event_storage_downloads Number of downloads from the GCS backend.
+# TYPE gcs_event_storage_downloads counter
+gcs_event_storage_downloads 4500
+
+# HELP gcs_event_storage_uploads_seconds Latency for GCS upload operations.
+# TYPE gcs_event_storage_uploads_seconds histogram
+gcs_event_storage_uploads_seconds_bucket{le="0.005"} 200
+gcs_event_storage_uploads_seconds_bucket{le="0.01"} 400
+gcs_event_storage_uploads_seconds_bucket{le="0.025"} 600
+gcs_event_storage_uploads_seconds_bucket{le="0.05"} 800
+gcs_event_storage_uploads_seconds_bucket{le="0.075"} 1000
+gcs_event_storage_uploads_seconds_bucket{le="0.1"} 1200
+gcs_event_storage_uploads_seconds_bucket{le="0.25"} 1400
+gcs_event_storage_uploads_seconds_bucket{le="0.5"} 1600
+gcs_event_storage_uploads_seconds_bucket{le="0.75"} 1800
+gcs_event_storage_uploads_seconds_bucket{le="1"} 2000
+gcs_event_storage_uploads_seconds_bucket{le="+Inf"} 2200
+gcs_event_storage_uploads_seconds_count 2200
+gcs_event_storage_uploads_seconds_sum 700
+
+# HELP gcs_event_storage_uploads Number of uploads to the GCS backend.
+# TYPE gcs_event_storage_uploads counter
+gcs_event_storage_uploads 5000
+
+
+# HELP etcd_backend_batch_read_requests Number of read requests to the etcd database.
+# TYPE etcd_backend_batch_read_requests counter
+etcd_backend_batch_read_requests 200
+
+# HELP etcd_backend_batch_read_seconds Latency for etcd read operations.
+# TYPE etcd_backend_batch_read_seconds histogram
+etcd_backend_batch_read_seconds_bucket{le="0.005"} 20
+etcd_backend_batch_read_seconds_bucket{le="0.01"} 40
+etcd_backend_batch_read_seconds_bucket{le="0.025"} 80
+etcd_backend_batch_read_seconds_bucket{le="0.05"} 120
+etcd_backend_batch_read_seconds_bucket{le="0.075"} 150
+etcd_backend_batch_read_seconds_bucket{le="0.1"} 160
+etcd_backend_batch_read_seconds_bucket{le="0.25"} 180
+etcd_backend_batch_read_seconds_bucket{le="0.5"} 190
+etcd_backend_batch_read_seconds_bucket{le="0.75"} 195
+etcd_backend_batch_read_seconds_bucket{le="1"} 200
+etcd_backend_batch_read_seconds_bucket{le="+Inf"} 200
+etcd_backend_batch_read_seconds_sum 400.0
+etcd_backend_batch_read_seconds_count 200
+
+# HELP etcd_backend_read_requests Number of read requests to the etcd database.
+# TYPE etcd_backend_read_requests counter
+etcd_backend_read_requests 1000
+
+# HELP etcd_backend_read_seconds Latency for etcd read operations.
+# TYPE etcd_backend_read_seconds histogram
+etcd_backend_read_seconds_bucket{le="0.005"} 100
+etcd_backend_read_seconds_bucket{le="0.01"} 200
+etcd_backend_read_seconds_bucket{le="0.025"} 400
+etcd_backend_read_seconds_bucket{le="0.05"} 600
+etcd_backend_read_seconds_bucket{le="0.075"} 800
+etcd_backend_read_seconds_bucket{le="0.1"} 900
+etcd_backend_read_seconds_bucket{le="0.25"} 950
+etcd_backend_read_seconds_bucket{le="0.5"} 975
+etcd_backend_read_seconds_bucket{le="0.75"} 990
+etcd_backend_read_seconds_bucket{le="1"} 1000
+etcd_backend_read_seconds_bucket{le="+Inf"} 1000
+etcd_backend_read_seconds_sum 2000.0
+etcd_backend_read_seconds_count 1000
+
+# HELP etcd_backend_tx_requests Number of transaction requests to the database.
+# TYPE etcd_backend_tx_requests counter
+etcd_backend_tx_requests 500
+
+# HELP etcd_backend_tx_seconds Latency for etcd transaction operations.
+# TYPE etcd_backend_tx_seconds histogram
+etcd_backend_tx_seconds_bucket{le="0.005"} 50
+etcd_backend_tx_seconds_bucket{le="0.01"} 100
+etcd_backend_tx_seconds_bucket{le="0.025"} 200
+etcd_backend_tx_seconds_bucket{le="0.05"} 300
+etcd_backend_tx_seconds_bucket{le="0.075"} 400
+etcd_backend_tx_seconds_bucket{le="0.1"} 450
+etcd_backend_tx_seconds_bucket{le="0.25"} 475
+etcd_backend_tx_seconds_bucket{le="0.5"} 490
+etcd_backend_tx_seconds_bucket{le="0.75"} 498
+etcd_backend_tx_seconds_bucket{le="1"} 500
+etcd_backend_tx_seconds_bucket{le="+Inf"} 500
+etcd_backend_tx_seconds_sum 1000.0
+etcd_backend_tx_seconds_count 500
+
+# HELP etcd_backend_write_requests Number of write requests to the database.
+# TYPE etcd_backend_write_requests counter
+etcd_backend_write_requests 1200
+
+# HELP etcd_backend_write_seconds Latency for etcd write operations.
+# TYPE etcd_backend_write_seconds histogram
+etcd_backend_write_seconds_bucket{le="0.005"} 120
+etcd_backend_write_seconds_bucket{le="0.01"} 240
+etcd_backend_write_seconds_bucket{le="0.025"} 480
+etcd_backend_write_seconds_bucket{le="0.05"} 720
+etcd_backend_write_seconds_bucket{le="0.075"} 960
+etcd_backend_write_seconds_bucket{le="0.1"} 1080
+etcd_backend_write_seconds_bucket{le="0.25"} 1140
+etcd_backend_write_seconds_bucket{le="0.5"} 1176
+etcd_backend_write_seconds_bucket{le="0.75"} 1194
+etcd_backend_write_seconds_bucket{le="1"} 1200
+etcd_backend_write_seconds_bucket{le="+Inf"} 1200
+etcd_backend_write_seconds_sum 2400.0
+etcd_backend_write_seconds_count 1200
+
+# HELP teleport_etcd_events Total number of etcd events processed.
+# TYPE teleport_etcd_events counter
+teleport_etcd_events 2000
+
+# HELP teleport_etcd_event_backpressure Total number of times event processing encountered backpressure.
+# TYPE teleport_etcd_event_backpressure counter
+teleport_etcd_event_backpressure 3
+
+# TYPE teleport_kubernetes_client_in_flight_requests gauge
+# HELP teleport_kubernetes_client_in_flight_requests Teleport Kubernetes Service In-flight requests waiting for the upstream response.
+teleport_kubernetes_client_in_flight_requests 0
+
+# TYPE teleport_kubernetes_client_requests_total counter
+# HELP teleport_kubernetes_client_requests_total Teleport Kubernetes Service Total number of requests sent to the upstream teleport proxy, kube_service or Kubernetes Cluster servers.
+teleport_kubernetes_client_requests_total 0
+
+# TYPE teleport_kubernetes_client_tls_duration_seconds histogram
+# HELP teleport_kubernetes_client_tls_duration_seconds Teleport Kubernetes Service Latency distribution of TLS handshakes.
+teleport_kubernetes_client_tls_duration_seconds_bucket{le="0.005"} 0
+teleport_kubernetes_client_tls_duration_seconds_bucket{le="0.01"} 0
+teleport_kubernetes_client_tls_duration_seconds_bucket{le="+Inf"} 0
+teleport_kubernetes_client_tls_duration_seconds_sum 0
+teleport_kubernetes_client_tls_duration_seconds_count 0
+
+# TYPE teleport_kubernetes_client_got_conn_duration_seconds histogram
+# HELP teleport_kubernetes_client_got_conn_duration_seconds Teleport Kubernetes Service Latency distribution of time to dial to the upstream server - using reversetunnel or direct dialer.
+teleport_kubernetes_client_got_conn_duration_seconds_bucket{le="0.005"} 0
+teleport_kubernetes_client_got_conn_duration_seconds_bucket{le="0.01"} 0
+teleport_kubernetes_client_got_conn_duration_seconds_bucket{le="+Inf"} 0
+teleport_kubernetes_client_got_conn_duration_seconds_sum 0
+teleport_kubernetes_client_got_conn_duration_seconds_count 0
+
+# TYPE teleport_kubernetes_client_first_byte_response_duration_seconds histogram
+# HELP teleport_kubernetes_client_first_byte_response_duration_seconds Teleport Kubernetes Service Latency distribution of time to receive the first response byte from the upstream server.
+teleport_kubernetes_client_first_byte_response_duration_seconds_bucket{le="0.005"} 0
+teleport_kubernetes_client_first_byte_response_duration_seconds_bucket{le="0.01"} 0
+teleport_kubernetes_client_first_byte_response_duration_seconds_bucket{le="+Inf"} 0
+teleport_kubernetes_client_first_byte_response_duration_seconds_sum 0
+teleport_kubernetes_client_first_byte_response_duration_seconds_count 0
+
+# TYPE teleport_kubernetes_client_request_duration_seconds histogram
+# HELP teleport_kubernetes_client_request_duration_seconds Teleport Kubernetes Service Latency distribution of the upstream request time.
+teleport_kubernetes_client_request_duration_seconds_bucket{le="0.005"} 0
+teleport_kubernetes_client_request_duration_seconds_bucket{le="0.01"} 0
+teleport_kubernetes_client_request_duration_seconds_bucket{le="+Inf"} 0
+teleport_kubernetes_client_request_duration_seconds_sum 0
+teleport_kubernetes_client_request_duration_seconds_count 0
+
+# TYPE teleport_kubernetes_server_in_flight_requests gauge
+teleport_kubernetes_server_in_flight_requests{} 5
+
+# TYPE teleport_kubernetes_server_api_requests_total counter
+teleport_kubernetes_server_api_requests_total{} 142
+
+# TYPE teleport_kubernetes_server_request_duration_seconds histogram
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.005"} 0
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.01"} 1
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.025"} 3
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.05"} 8
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.1"} 15
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.25"} 24
+teleport_kubernetes_server_request_duration_seconds_bucket{le="0.5"} 30
+teleport_kubernetes_server_request_duration_seconds_bucket{le="1"} 40
+teleport_kubernetes_server_request_duration_seconds_bucket{le="+Inf"} 50
+teleport_kubernetes_server_request_duration_seconds_sum{} 123.45
+teleport_kubernetes_server_request_duration_seconds_count{} 50
+
+# TYPE teleport_kubernetes_server_response_size_bytes histogram
+teleport_kubernetes_server_response_size_bytes_bucket{le="100"} 5
+teleport_kubernetes_server_response_size_bytes_bucket{le="500"} 15
+teleport_kubernetes_server_response_size_bytes_bucket{le="1000"} 20
+teleport_kubernetes_server_response_size_bytes_bucket{le="5000"} 30
+teleport_kubernetes_server_response_size_bytes_bucket{le="10000"} 40
+teleport_kubernetes_server_response_size_bytes_bucket{le="+Inf"} 50
+teleport_kubernetes_server_response_size_bytes_sum{} 1234500
+teleport_kubernetes_server_response_size_bytes_count{} 50
+
+# TYPE teleport_kubernetes_server_exec_in_flight_sessions gauge
+teleport_kubernetes_server_exec_in_flight_sessions{} 4
+
+# TYPE teleport_kubernetes_server_exec_sessions_total counter
+teleport_kubernetes_server_exec_sessions_total{} 89
+
+# TYPE teleport_kubernetes_server_portforward_in_flight_sessions gauge
+teleport_kubernetes_server_portforward_in_flight_sessions{} 3
+
+# TYPE teleport_kubernetes_server_portforward_sessions_total counter
+teleport_kubernetes_server_portforward_sessions_total{} 107
+
+# TYPE teleport_kubernetes_server_join_in_flight_sessions gauge
+teleport_kubernetes_server_join_in_flight_sessions{} 2
+
+# TYPE teleport_kubernetes_server_join_sessions_total counter
+teleport_kubernetes_server_join_sessions_total{} 76
+
+# TYPE teleport_db_messages_from_client_total counter
+# HELP teleport_db_messages_from_client_total Number of messages (packets) received from the DB client
+teleport_db_messages_from_client_total 10
+
+# TYPE teleport_db_messages_from_server_total counter
+# HELP teleport_db_messages_from_server_total Number of messages (packets) received from the DB server
+teleport_db_messages_from_server_total 5
+
+# TYPE teleport_db_method_call_count_total counter
+# HELP teleport_db_method_call_count_total Number of times a DB method was called
+teleport_db_method_call_count_total 20
+
+# TYPE teleport_db_method_call_latency_seconds histogram
+# HELP teleport_db_method_call_latency_seconds Call latency for a DB method calls
+teleport_db_method_call_latency_seconds_bucket{le="0.005"} 5
+teleport_db_method_call_latency_seconds_bucket{le="0.01"} 10
+teleport_db_method_call_latency_seconds_bucket{le="0.025"} 15
+teleport_db_method_call_latency_seconds_bucket{le="0.05"} 18
+teleport_db_method_call_latency_seconds_bucket{le="0.1"} 20
+teleport_db_method_call_latency_seconds_count 20
+teleport_db_method_call_latency_seconds_sum 0.2
+
+# TYPE teleport_db_initialized_connections_total counter
+# HELP teleport_db_initialized_connections_total Number of initialized DB connections
+teleport_db_initialized_connections_total 3
+
+# TYPE teleport_db_active_connections_total gauge
+# HELP teleport_db_active_connections_total Number of active DB connections
+teleport_db_active_connections_total 2
+
+# TYPE teleport_db_connection_durations_seconds histogram
+# HELP teleport_db_connection_durations_seconds Duration of DB connection
+teleport_db_connection_durations_seconds_bucket{le="1"} 3
+teleport_db_connection_durations_seconds_bucket{le="5"} 6
+teleport_db_connection_durations_seconds_bucket{le="10"} 8
+teleport_db_connection_durations_seconds_bucket{le="+Inf"} 8
+teleport_db_connection_durations_seconds_count 8
+teleport_db_connection_durations_seconds_sum 43
+
+# TYPE teleport_db_connection_setup_time_seconds histogram
+# HELP teleport_db_connection_setup_time_seconds Initial time to setup DB connection, before any requests are handled
+teleport_db_connection_setup_time_seconds_bucket{le="0.01"} 2
+teleport_db_connection_setup_time_seconds_bucket{le="0.1"} 4
+teleport_db_connection_setup_time_seconds_bucket{le="1"} 6
+teleport_db_connection_setup_time_seconds_bucket{le="+Inf"} 6
+teleport_db_connection_setup_time_seconds_count 6
+teleport_db_connection_setup_time_seconds_sum 2.5
+
+# TYPE teleport_db_errors_total counter
+# HELP teleport_db_errors_total Number of synthetic DB errors sent to the client
+teleport_db_errors_total 2
+
+# TYPE bpf_lost_command_events counter
+bpf_lost_command_events{} 320
+
+# TYPE bpf_lost_disk_events counter
+bpf_lost_disk_events{} 214
+
+# TYPE bpf_lost_network_events counter
+bpf_lost_network_events{} 587
diff --git a/teleport/tests/docker/caddy/fixtures/readyz/get.json b/teleport/tests/docker/caddy/fixtures/readyz/get.json
new file mode 100644
index 0000000000000..51c30934a439d
--- /dev/null
+++ b/teleport/tests/docker/caddy/fixtures/readyz/get.json
@@ -0,0 +1 @@
+{ "status": "ok" }
diff --git a/teleport/tests/docker/caddy/metrics_mock_randomizer.py b/teleport/tests/docker/caddy/metrics_mock_randomizer.py
new file mode 100644
index 0000000000000..28ab1494cedbb
--- /dev/null
+++ b/teleport/tests/docker/caddy/metrics_mock_randomizer.py
@@ -0,0 +1,83 @@
+import random
+import sys
+import time
+
+
+def main():
+    if len(sys.argv) < 2:
+        sys.exit(0)
+
+    metrics_file = sys.argv[1]
+
+    while True:
+        read_and_get_new_metrics(metrics_file)
+        sleep_time = random.randint(1, 30)
+        time.sleep(sleep_time)
+
+
+def read_and_get_new_metrics(metrics_file):
+    new_content = []
+
+    with open(metrics_file, "r") as metrics:
+        for line in metrics.readlines():
+            line = line.rstrip('\n')
+            if line == "":
+                new_content.append(line)
+                continue
+            if line.startswith("#"):
+                new_content.append(line)
+                continue
+
+            fields = line.split(" ")
+
+            metric_name = fields[0]
+            value_str = fields[-1]
+
+            is_percentage = "percentage" in metric_name
+
+            value = None
+            is_float = False
+
+            if "." in value_str:
+                is_float = True
+                value = float(value_str)
+            else:
+                value = int(value_str)
+
+            new_value = modify_value(value, is_percentage, is_float)
+            new_line = fields[:-1]
+            if metric_name == "process_state":
+                new_value = random.choice([0, 1, 2, 3])
+
+            if "bytes" in metric_name:
+                new_value *= random.choice([10, 1000, 10000])
+                new_value = new_value % 686047984
+            new_line.append(str(new_value))
+            new_content.append(" ".join(new_line))
+
+    with open(metrics_file, "w") as metrics:
+        new_file_content = "\n".join(new_content)
+        metrics.write(new_file_content)
+
+
+def modify_value(value, is_percentage, is_float):
+    if is_float and value == 0.0:
+        value = random.uniform(0.0, 0.2)
+    if not is_float and value == 0:
+        value = random.randint(0, 20)
+    change_percent = random.uniform(0.05, 0.1)
+    change_direction = random.choice([1, -1])
+    change = value * (change_percent * change_direction)
+    new_value = value + change
+
+    if is_percentage:
+        new_value = min(new_value, 1.0)
+        new_value = max(new_value, 0.0)
+
+    if not is_float:
+        return int(new_value)
+    return new_value
+
+
+if __name__ == "__main__":
+    main()
diff --git a/teleport/tests/docker/docker-compose.yaml b/teleport/tests/docker/docker-compose.yaml
deleted file mode 100644
index 6956aa04df3e5..0000000000000
--- a/teleport/tests/docker/docker-compose.yaml
+++ /dev/null
@@ -1,11 +0,0 @@
-services:
-  teleport:
-    image: public.ecr.aws/gravitational/teleport:14.3
-    ports:
-      - 3000:3000
-      - 3080:3080
-      - 3025:3025
-      - 443:443
-    volumes:
-      - ./etc/teleport:/etc/teleport
-    command: --diag-addr=0.0.0.0:3000
diff --git a/teleport/tests/docker/teleport/docker-compose.yaml b/teleport/tests/docker/teleport/docker-compose.yaml
new file mode 100644
index 0000000000000..a621c33f9a542
--- /dev/null
+++ b/teleport/tests/docker/teleport/docker-compose.yaml
@@ -0,0 +1,12 @@
+services:
+  teleport-service:
+    image: public.ecr.aws/gravitational/teleport:14.3
+    ports:
+      - 3000:3000
+      - 3080:3080
+      - 3025:3025
+      - 443:443
+    volumes:
+      - ./etc/teleport:/etc/teleport
+    command: --diag-addr=0.0.0.0:3000
+    container_name: teleport-service
diff --git a/teleport/tests/docker/etc/teleport/teleport.yaml b/teleport/tests/docker/teleport/etc/teleport/teleport.yaml
similarity index 100%
rename from teleport/tests/docker/etc/teleport/teleport.yaml
rename to teleport/tests/docker/teleport/etc/teleport/teleport.yaml
diff --git a/teleport/tests/test_e2e.py b/teleport/tests/test_e2e.py
index e515410bea863..6810cfb96afca 100644
--- a/teleport/tests/test_e2e.py
+++ b/teleport/tests/test_e2e.py
@@ -4,17 +4,21 @@
 
 import pytest
 
-from .common import COMMON_METRICS, INSTANCE
+from .common import COMMON_METRICS, INSTANCE, USE_TELEPORT_CADDY
+
+pytestmark = [
+    pytest.mark.e2e,
+    pytest.mark.skipif(not USE_TELEPORT_CADDY, reason="Only run e2e tests on caddy environment"),
+]
 
-pytestmark = pytest.mark.e2e
 
 CONFIG = {
-    'init_config': {},
-    'instances': [INSTANCE],
+    "init_config": {},
+    "instances": [INSTANCE],
 }
 
 
 def test_teleport_e2e(dd_agent_check):
-    aggregator = dd_agent_check(CONFIG)
+    aggregator = dd_agent_check()
     aggregator.assert_metric("teleport.health.up", value=1, count=1, tags=["teleport_status:ok"])
     aggregator.assert_metric(f"teleport.{COMMON_METRICS[0]}")
diff --git a/teleport/tests/test_integration.py b/teleport/tests/test_integration.py
index 76e5ac2b0cda3..36a414fee2e3e 100644
--- a/teleport/tests/test_integration.py
+++ b/teleport/tests/test_integration.py
@@ -6,9 +6,13 @@
 
 from datadog_checks.teleport import TeleportCheck
 
-from .common import COMMON_METRICS
+from .common import COMMON_METRICS, USE_TELEPORT_CADDY
 
-pytestmark = [pytest.mark.integration, pytest.mark.usefixtures("dd_environment")]
+pytestmark = [
+    pytest.mark.integration,
+    pytest.mark.usefixtures("dd_environment"),
+    pytest.mark.skipif(not USE_TELEPORT_CADDY, reason="Only run integration tests on non-caddy environment"),
+]
 
 
 def test_connect_ok(aggregator, instance, dd_run_check):
diff --git a/temporal/CHANGELOG.md b/temporal/CHANGELOG.md
index be46bf6ad22fb..adc1b675ec71d 100644
--- a/temporal/CHANGELOG.md
+++ b/temporal/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.3.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/temporal/changelog.d/18207.added b/temporal/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/temporal/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/temporal/changelog.d/18617.fixed b/temporal/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/temporal/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/temporal/datadog_checks/temporal/__about__.py b/temporal/datadog_checks/temporal/__about__.py
index 9d7317788718b..de4e5b0983497 100644
--- a/temporal/datadog_checks/temporal/__about__.py
+++ b/temporal/datadog_checks/temporal/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/temporal_cloud/CHANGELOG.md b/temporal_cloud/CHANGELOG.md
new file mode 100644
index 0000000000000..b457162511a56
--- /dev/null
+++ b/temporal_cloud/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Temporal Cloud
+
+## 1.0.0 / 2024-11-26
+
+***Added***:
+
+* Initial Release
diff --git a/temporal_cloud/README.md b/temporal_cloud/README.md
new file mode 100644
index 0000000000000..13dc7db2355a0
--- /dev/null
+++ b/temporal_cloud/README.md
@@ -0,0 +1,56 @@
+## Overview
+
+[Temporal Cloud][1] is a scalable platform for orchestrating complex workflows, with built-in reliability, resilience, and timing controls. Temporal Cloud enables developers to focus on application logic without worrying about fault tolerance and consistency.
+
+
+This integration gathers Temporal Cloud metrics into Datadog, offering insights into system health, workflow efficiency, task execution, and performance bottlenecks.
+
+## Setup
+
+### Generate a Metrics endpoint URL in Temporal Cloud
+
+1. To generate a CA certificate and an end-entity certificate, see [certificate management][2].
+    - **Note**: An expired root CA certificate invalidates all downstream certificates. To avoid disruptions to your systems, use certificates with long validity periods.
+2. Log in to [Temporal Cloud][3] with an account owner or global admin role.
+3. Go to **Settings**, and select the **Observability** tab.
+4. Under the **Certificates** section, add your root CA certificate (`.pem` file content) and save it.
+    - **Note**: If an observability endpoint is already set up, you can append your root CA certificate.
+5. Click **Save** to generate the endpoint URL under the **Endpoint** section. The URL should look like: `https://<account_id>.tmprl.cloud/prometheus`.
+
+
+### Connect your Temporal Cloud account to Datadog
+
+1. Add your Account ID, End-entity Certificate file content, and End-entity Certificate key file content    
+    |Parameters|Description|
+    |--------------------|--------------------|
+    |Account ID|Temporal Cloud account ID to be used as part of the metrics endpoint URL: `https://<account_id>.tmprl.cloud/prometheus`.|
+    |End-entity certificate file content|Contents of the end-entity certificate for secure access and communication with the Metrics endpoint.|
+    |End-entity certificate key file content|Content of the end-entity certificate key for secure access and communication with the Metrics endpoint.|
+
+2. Click the **Save** button to save your settings.
+
+
+## Data Collected
+
+### Metrics
+
+See [metadata.csv][4] for a list of metrics provided by this integration.
+
+
+### Service Checks
+
+The Temporal Cloud integration does not include any service checks.
+
+### Events
+
+The Temporal Cloud integration does not include any events.
+
+## Support
+
+Need help? Contact [Datadog support][5].
+
+[1]: https://temporal.io/cloud/
+[2]: https://docs.temporal.io/cloud/certificates#use-certstrap/
+[3]: https://cloud.temporal.io/
+[4]: https://github.com/DataDog/integrations-core/blob/master/temporal_cloud/metadata.csv
+[5]: https://docs.datadoghq.com/help/
diff --git a/temporal_cloud/assets/dashboards/temporal_cloud_overview.json b/temporal_cloud/assets/dashboards/temporal_cloud_overview.json
new file mode 100644
index 0000000000000..1c84d8b87d085
--- /dev/null
+++ b/temporal_cloud/assets/dashboards/temporal_cloud_overview.json
@@ -0,0 +1,3771 @@
+{
+  "title": "Temporal Cloud - Overview",
+  "description": "This dashboard provides insights into system health, performance and workflow efficiency for your Temporal Cloud instance.",
+  "widgets": [
+    {
+      "id": 8740298734186812,
+      "definition": {
+        "type": "image",
+        "url": "https://images.ctfassets.net/0uuz8ydxyd9p/6lHpuU1sKtTBbWj6VS1Llh/7d48148041d51d513c5820cb1a0e7d5d/Temporal_LogoLockup_Horizontal_dark_1_2x.png",
+        "url_dark_theme": "https://images.ctfassets.net/0uuz8ydxyd9p/2ctnUPEhKA75tYnrl2Kzvj/90563965bc4ea2af9442b6eb4ba43180/Temporal_LogoLockup_Horizontal_light_1_2x.png",
+        "sizing": "contain",
+        "margin": "sm",
+        "has_background": true,
+        "has_border": false,
+        "vertical_align": "center",
+        "horizontal_align": "center"
+      },
+      "layout": {
+        "x": 0,
+        "y": 0,
+        "width": 6,
+        "height": 2
+      }
+    },
+    {
+      "id": 5349449283720096,
+      "definition": {
+        "title": "Monitors Summary",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 8407084925998778,
+            "definition": {
+              "title": "Monitors Summary",
+              "type": "manage_status",
+              "display_format": "countsAndList",
+              "color_preference": "text",
+              "hide_zero_counts": true,
+              "show_status": true,
+              "last_triggered_format": "relative",
+              "query": "tag:(integration:temporal-cloud)",
+              "sort": "status,asc",
+              "count": 50,
+              "start": 0,
+              "summary_type": "monitors",
+              "show_priority": false,
+              "show_last_triggered": false
+            },
+            "layout": {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 4
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 6,
+        "y": 0,
+        "width": 6,
+        "height": 5
+      }
+    },
+    {
+      "id": 323399805713430,
+      "definition": {
+        "type": "note",
+        "content": "**[Temporal Cloud](https://temporal.io/cloud)** streamlines scalable application development by orchestrating workflows, retries, and state management.\n\nThis dashboard provides insights into system health, performance and workflow efficiency for your Temporal Cloud instance.\n\nFor more information, see the [Temporal Cloud Integration Documentation](https://docs.datadoghq.com/integrations/temporal_cloud/).\n\n**Tip**:\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+        "background_color": "gray",
+        "font_size": "14",
+        "text_align": "left",
+        "vertical_align": "top",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "top",
+        "has_padding": true
+      },
+      "layout": {
+        "x": 0,
+        "y": 2,
+        "width": 6,
+        "height": 3
+      }
+    },
+    {
+      "id": 6745713151482410,
+      "definition": {
+        "title": "Service Latency Metrics",
+        "background_color": "vivid_blue",
+        "show_title": true,
+        "type": "group",
+        "layout_type": "ordered",
+        "widgets": [
+          {
+            "id": 6596360524579660,
+            "definition": {
+              "title": "Avg StartWorkflowExecution Service Latency (P50)",
+              "title_size": "16",
+              "title_align": "left",
+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "name": "query1",
+                      "data_source": "metrics",
+                      "query": "avg:temporal_cloud.cloud_metrics.v0_service_latency_p50{operation:startworkflowexecution,$Namespace}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "second"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
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+              "type": "query_value",
+              "requests": [
+                {
+                  "response_format": "scalar",
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "avg:temporal_cloud.cloud_metrics.v0_replication_lag_p99{$Namespace}",
+                      "aggregator": "avg"
+                    }
+                  ],
+                  "formulas": [
+                    {
+                      "number_format": {
+                        "unit": {
+                          "type": "canonical_unit",
+                          "unit_name": "second"
+                        }
+                      },
+                      "formula": "query1"
+                    }
+                  ],
+                  "conditional_formats": [
+                    {
+                      "comparator": "<=",
+                      "value": 0.1,
+                      "palette": "black_on_light_green"
+                    },
+                    {
+                      "comparator": ">",
+                      "value": 0.1,
+                      "palette": "black_on_light_yellow"
+                    },
+                    {
+                      "comparator": ">",
+                      "value": 0.2,
+                      "palette": "black_on_light_red"
+                    }
+                  ]
+                }
+              ],
+              "autoscale": false,
+              "precision": 2,
+              "timeseries_background": {
+                "type": "area"
+              }
+            },
+            "layout": {
+              "x": 0,
+              "y": 9,
+              "width": 4,
+              "height": 3
+            }
+          },
+          {
+            "id": 1978734770597192,
+            "definition": {
+              "title": "Replication Lag (P99) over Time",
+              "title_size": "16",
+              "title_align": "left",
+              "show_legend": true,
+              "legend_layout": "auto",
+              "legend_columns": [
+                "avg",
+                "min",
+                "max",
+                "value",
+                "sum"
+              ],
+              "type": "timeseries",
+              "requests": [
+                {
+                  "formulas": [
+                    {
+                      "formula": "query1"
+                    }
+                  ],
+                  "queries": [
+                    {
+                      "data_source": "metrics",
+                      "name": "query1",
+                      "query": "avg:temporal_cloud.cloud_metrics.v0_replication_lag_p99{$Namespace} by {temporal_namespace}"
+                    }
+                  ],
+                  "response_format": "timeseries",
+                  "style": {
+                    "palette": "dog_classic",
+                    "order_by": "values",
+                    "line_type": "solid",
+                    "line_width": "normal"
+                  },
+                  "display_type": "line"
+                }
+              ]
+            },
+            "layout": {
+              "x": 4,
+              "y": 9,
+              "width": 8,
+              "height": 3
+            }
+          }
+        ]
+      },
+      "layout": {
+        "x": 0,
+        "y": 10,
+        "width": 12,
+        "height": 1
+      }
+    }
+  ],
+  "template_variables": [
+    {
+      "name": "Namespace",
+      "prefix": "temporal_namespace",
+      "available_values": [],
+      "default": "*"
+    }
+  ],
+  "layout_type": "ordered",
+  "notify_list": [],
+  "reflow_type": "fixed"
+}
diff --git a/temporal_cloud/assets/monitors/high_grpc_error_percentage.json b/temporal_cloud/assets/monitors/high_grpc_error_percentage.json
new file mode 100644
index 0000000000000..8415371395d7b
--- /dev/null
+++ b/temporal_cloud/assets/monitors/high_grpc_error_percentage.json
@@ -0,0 +1,35 @@
+{
+  "version": 2,
+  "created_at": "2024-12-10",
+  "last_updated_at": "2024-12-10",
+  "title": "High gRPC error percentage",
+  "description": "This monitor alerts when the percentage of gRPC errors exceeds the defined threshold for your Temporal Cloud instance, indicating potential issues with service communication that could impact workflow executions and overall system reliability.",
+  "definition": {
+    "id": 159196278,
+    "name": "High gRPC error percentage",
+    "type": "query alert",
+    "query": "avg(last_5m):(sum:temporal_cloud.cloud_metrics.v0_frontend_service_error_increase1m{*} by {temporal_namespace,operation}.as_rate() / sum:temporal_cloud.cloud_metrics.v0_frontend_service_request_increase1m{*} by {temporal_namespace,operation}.as_rate()) * 100 > 10",
+    "message": "{{#is_warning}}\nThe gRPC error percentage for Temporal Cloud operation: **{{operation.name}}** in namespace: **{{temporal_namespace.name}}** has exceeded the warning threshold.\nCurrent error percentage: **{{value}}%**\nThreshold: {{warn_threshold}}%\n{{/is_warning}}\n\n{{#is_alert}}\nThe gRPC error percentage for Temporal Cloud operation: **{{operation.name}}** in namespace: **{{temporal_namespace.name}}** has exceeded the alert threshold.\nCurrent error percentage: **{{value}}%**\nThreshold: {{threshold}}%\n{{/is_alert}}\n\n@example@example.com",
+    "tags": [
+      "integration:temporal-cloud"
+    ],
+    "options": {
+      "thresholds": {
+        "critical": 10,
+        "warning": 5
+      },
+      "notify_audit": false,
+      "on_missing_data": "show_no_data",
+      "include_tags": false,
+      "new_group_delay": 0,
+      "silenced": {}
+    },
+    "priority": 1,
+    "restriction_policy": {
+      "bindings": []
+    }
+  },
+  "tags": [
+    "integration:temporal-cloud"
+  ]
+}
diff --git a/temporal_cloud/assets/monitors/high_service_latency.json b/temporal_cloud/assets/monitors/high_service_latency.json
new file mode 100644
index 0000000000000..7de6684cb62e8
--- /dev/null
+++ b/temporal_cloud/assets/monitors/high_service_latency.json
@@ -0,0 +1,35 @@
+{
+  "version": 2,
+  "created_at": "2024-12-10",
+  "last_updated_at": "2024-12-10",
+  "title": "High service latency",
+  "description": "This monitor alerts when the 99th percentile service latency exceeds the defined threshold for your Temporal Cloud instance, indicating potential performance degradation that could impact workflow execution times and overall system responsiveness.",
+  "definition": {
+    "id": 160133052,
+    "name": "High service latency",
+    "type": "query alert",
+    "query": "avg(last_5m):avg:temporal_cloud.cloud_metrics.v0_service_latency_p99{*} by {temporal_namespace,operation} > 0.2",
+    "message": "{{#is_warning}}\nThe P99 service latency for Temporal Cloud operation: **{{operation.name}}** in namespace: **{{temporal_namespace.name}}** has exceeded the warning threshold.\nCurrent Service Latency (P99): **{{value}} seconds**\nThreshold: {{warn_threshold}} seconds\n{{/is_warning}}\n\n{{#is_alert}}\nThe P99 service latency for Temporal Cloud operation: **{{operation.name}}** in namespace: **{{temporal_namespace.name}}** has exceeded the alert threshold.\nCurrent Service Latency (P99): **{{value}} seconds**\nThreshold: {{threshold}} seconds\n{{/is_alert}}\n\n@example@example.com",
+    "tags": [
+      "integration:temporal-cloud"
+    ],
+    "options": {
+      "thresholds": {
+        "critical": 0.2,
+        "warning": 0.1
+      },
+      "notify_audit": false,
+      "on_missing_data": "show_no_data",
+      "include_tags": false,
+      "new_group_delay": 60,
+      "silenced": {}
+    },
+    "priority": 2,
+    "restriction_policy": {
+      "bindings": []
+    }
+  },
+  "tags": [
+    "integration:temporal-cloud"
+  ]
+}
diff --git a/temporal_cloud/assets/service_checks.json b/temporal_cloud/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/temporal_cloud/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/temporal_cloud/assets/temporal_cloud.svg b/temporal_cloud/assets/temporal_cloud.svg
new file mode 100644
index 0000000000000..d152fae7bb724
--- /dev/null
+++ b/temporal_cloud/assets/temporal_cloud.svg
@@ -0,0 +1,11 @@
+<svg width="2400" height="1200" viewBox="0 0 2400 1200" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M915 518.956V538.003H970.006V684.658H990.72V538.003H1045.73V518.956H915Z" fill="#141414"/>
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diff --git a/temporal_cloud/images/temporal_cloud_overview_1.png b/temporal_cloud/images/temporal_cloud_overview_1.png
new file mode 100644
index 0000000000000..e8a7187f37ae5
Binary files /dev/null and b/temporal_cloud/images/temporal_cloud_overview_1.png differ
diff --git a/temporal_cloud/images/temporal_cloud_overview_2.png b/temporal_cloud/images/temporal_cloud_overview_2.png
new file mode 100644
index 0000000000000..3f9977dcfcf82
Binary files /dev/null and b/temporal_cloud/images/temporal_cloud_overview_2.png differ
diff --git a/temporal_cloud/images/temporal_cloud_overview_3.png b/temporal_cloud/images/temporal_cloud_overview_3.png
new file mode 100644
index 0000000000000..cd08c34104b58
Binary files /dev/null and b/temporal_cloud/images/temporal_cloud_overview_3.png differ
diff --git a/temporal_cloud/images/temporal_cloud_overview_4.png b/temporal_cloud/images/temporal_cloud_overview_4.png
new file mode 100644
index 0000000000000..112cdb093414f
Binary files /dev/null and b/temporal_cloud/images/temporal_cloud_overview_4.png differ
diff --git a/temporal_cloud/images/temporal_cloud_overview_5.png b/temporal_cloud/images/temporal_cloud_overview_5.png
new file mode 100644
index 0000000000000..1462ff04449a8
Binary files /dev/null and b/temporal_cloud/images/temporal_cloud_overview_5.png differ
diff --git a/temporal_cloud/manifest.json b/temporal_cloud/manifest.json
new file mode 100644
index 0000000000000..d8ffd57a41b10
--- /dev/null
+++ b/temporal_cloud/manifest.json
@@ -0,0 +1,79 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "4fc358f8-ab2d-43ae-86e5-129ef4e4e6a1",
+  "app_id": "temporal-cloud",
+  "display_on_public_website": false,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into system health, workflow efficiency, task execution and performance bottlenecks for your instance.",
+    "title": "Temporal Cloud",
+    "media": [
+      {
+        "caption": "Temporal Cloud - Overview 1",
+        "image_url": "images/temporal_cloud_overview_1.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Temporal Cloud - Overview 2",
+        "image_url": "images/temporal_cloud_overview_2.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Temporal Cloud - Overview 3",
+        "image_url": "images/temporal_cloud_overview_3.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Temporal Cloud - Overview 4",
+        "image_url": "images/temporal_cloud_overview_4.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Temporal Cloud - Overview 5",
+        "image_url": "images/temporal_cloud_overview_5.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Category::Cloud",
+      "Category::Developer Tools",
+      "Category::Metrics",
+      "Offering::Integration",
+      "Submitted Data Type::Metrics"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": false,
+      "source_type_id": 32597071,
+      "source_type_name": "Temporal Cloud",
+      "events": {
+        "creates_events": false
+      },
+      "metrics": {
+        "prefix": "temporal_cloud.",
+        "check": "temporal_cloud.cloud_metrics.v0_frontend_service_request_increase1m",
+        "metadata_path": "metadata.csv"
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Temporal Cloud - Overview": "assets/dashboards/temporal_cloud_overview.json"
+    },
+    "monitors": {
+      "High gRPC error percentage": "assets/monitors/high_grpc_error_percentage.json",
+      "High service latency": "assets/monitors/high_service_latency.json"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
diff --git a/temporal_cloud/metadata.csv b/temporal_cloud/metadata.csv
new file mode 100644
index 0000000000000..036ddb89057a4
--- /dev/null
+++ b/temporal_cloud/metadata.csv
@@ -0,0 +1,27 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+temporal_cloud.cloud_metrics.v0_frontend_service_error_increase1m,count,60,,,Increase in gRPC errors,-1,temporal_cloud,Frontend Service Error,,
+temporal_cloud.cloud_metrics.v0_frontend_service_request_increase1m,count,60,,,Increase in gRPC requests received,0,temporal_cloud,Frontend Service Request,,
+temporal_cloud.cloud_metrics.v0_poll_success_increase1m,count,60,,,Increase in count tasks that are successfully matched to a poller,1,temporal_cloud,Poll Success,,
+temporal_cloud.cloud_metrics.v0_poll_success_sync_increase1m,count,60,,,Increase in count tasks that are successfully sync matched to a poller,1,temporal_cloud,Poll Success Sync,,
+temporal_cloud.cloud_metrics.v0_poll_timeout_increase1m,count,60,,,"When no tasks are available for a poller before timing out, this is increase in count of such tasks",-1,temporal_cloud,Poll Timeout,,
+temporal_cloud.cloud_metrics.v0_replication_lag_p50,gauge,,second,,P50 value using histogram of replication lag during a specific time interval for a multi-region Namespace.,-1,temporal_cloud,Replication Lag P50,,
+temporal_cloud.cloud_metrics.v0_replication_lag_p90,gauge,,second,,P90 value using histogram of replication lag during a specific time interval for a multi-region Namespace.,-1,temporal_cloud,Replication Lag P90,,
+temporal_cloud.cloud_metrics.v0_replication_lag_p95,gauge,,second,,P95 value using histogram of replication lag during a specific time interval for a multi-region Namespace.,-1,temporal_cloud,Replication Lag P95,,
+temporal_cloud.cloud_metrics.v0_replication_lag_p99,gauge,,second,,P99 value using histogram of replication lag during a specific time interval for a multi-region Namespace.,-1,temporal_cloud,Replication Lag P59,,
+temporal_cloud.cloud_metrics.v0_resource_exhausted_error_increase1m,count,60,,,Increase in gRPC requests received that were rate-limited,-1,temporal_cloud,Resource Exhausted Error,,
+temporal_cloud.cloud_metrics.v0_schedule_action_success_increase1m,count,60,,,Increase in count of successful execution of a Scheduled Workflow.,1,temporal_cloud,Schedule Action Success,,
+temporal_cloud.cloud_metrics.v0_schedule_buffer_overruns_increase1m,count,60,,,"When average schedule run length is greater than average schedule interval while a buffer_all overlap policy is configured, this is the increase in count of such scheduled workflow executions",-1,temporal_cloud,Schedule Buffer Overruns,,
+temporal_cloud.cloud_metrics.v0_schedule_missed_catchup_window_increase1m,count,60,,,Increase in count of skipped Scheduled executions when Workflows were delayed longer than the catchup window.,-1,temporal_cloud,Schedule Missed Catchup Window,,
+temporal_cloud.cloud_metrics.v0_schedule_rate_limited_increase1m,count,60,,,Increase in count of Scheduled Workflows that were delayed due to exceeding a rate limit.,-1,temporal_cloud,Schedule Rate Limited,,
+temporal_cloud.cloud_metrics.v0_service_latency_p50,gauge,,second,,"P50 latency for SignalWithStartWorkflowExecution, SignalWorkflowExecution, StartWorkflowExecution operations.",-1,temporal_cloud,Service Latency P50,,
+temporal_cloud.cloud_metrics.v0_service_latency_p90,gauge,,second,,"P90 latency for SignalWithStartWorkflowExecution, SignalWorkflowExecution, StartWorkflowExecution operations.",-1,temporal_cloud,Service Latency P90,,
+temporal_cloud.cloud_metrics.v0_service_latency_p95,gauge,,second,,"P95 latency for SignalWithStartWorkflowExecution, SignalWorkflowExecution, StartWorkflowExecution operations.",-1,temporal_cloud,Service Latency P95,,
+temporal_cloud.cloud_metrics.v0_service_latency_p99,gauge,,second,,"P99 latency for SignalWithStartWorkflowExecution, SignalWorkflowExecution, StartWorkflowExecution operations.",-1,temporal_cloud,Service Latency P99,,
+temporal_cloud.cloud_metrics.v0_state_transition_increase1m,count,60,,,Increase in count of state transitions for each Namespace,0,temporal_cloud,State Transition,,
+temporal_cloud.cloud_metrics.v0_total_action_increase1m,count,60,,,Increase in count of Temporal Cloud Actions,0,temporal_cloud,Total Action,,
+temporal_cloud.cloud_metrics.v0_workflow_cancel_increase1m,count,60,,,Increase in count of Workflows canceled before completing execution.,-1,temporal_cloud,Workflow Cancel,,
+temporal_cloud.cloud_metrics.v0_workflow_continued_as_new_increase1m,count,60,,,Increase in count of Workflow Executions that were Continued-As-New from a past execution.,0,temporal_cloud,Workflow Continued As New,,
+temporal_cloud.cloud_metrics.v0_workflow_failed_increase1m,count,60,,,Increase in count of Workflows that failed before completion.,-1,temporal_cloud,Workflow Failed,,
+temporal_cloud.cloud_metrics.v0_workflow_success_increase1m,count,60,,,Increase in count of Workflows that successfully completed.,1,temporal_cloud,Workflow Success,,
+temporal_cloud.cloud_metrics.v0_workflow_terminate_increase1m,count,60,,,Increase in count of Workflows terminated before completing execution.,-1,temporal_cloud,Workflow Terminate,,
+temporal_cloud.cloud_metrics.v0_workflow_timeout_increase1m,count,60,,,Increase in count of Workflows that timed out before completing execution.,-1,temporal_cloud,Workflow Timeout,,
diff --git a/tenable/CHANGELOG.md b/tenable/CHANGELOG.md
index bbaeb12bdbef8..383f3e9def02e 100644
--- a/tenable/CHANGELOG.md
+++ b/tenable/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.5.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/tenable/changelog.d/18207.added b/tenable/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/tenable/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/tenable/changelog.d/18580.removed b/tenable/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/tenable/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/tenable/datadog_checks/tenable/__about__.py b/tenable/datadog_checks/tenable/__about__.py
index 9c6b2fb79e5ac..32b388c31505f 100644
--- a/tenable/datadog_checks/tenable/__about__.py
+++ b/tenable/datadog_checks/tenable/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/teradata/CHANGELOG.md b/teradata/CHANGELOG.md
index c8dfa0195ce94..a12a1d4dca1f4 100644
--- a/teradata/CHANGELOG.md
+++ b/teradata/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/teradata/changelog.d/18207.added b/teradata/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/teradata/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/teradata/changelog.d/18580.removed b/teradata/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/teradata/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/teradata/changelog.d/18617.fixed b/teradata/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/teradata/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/teradata/datadog_checks/teradata/__about__.py b/teradata/datadog_checks/teradata/__about__.py
index c1405a3ef0291..64950c8576fe1 100644
--- a/teradata/datadog_checks/teradata/__about__.py
+++ b/teradata/datadog_checks/teradata/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/tibco_ems/CHANGELOG.md b/tibco_ems/CHANGELOG.md
index 7fe45fbb57425..e994a71ed9f55 100644
--- a/tibco_ems/CHANGELOG.md
+++ b/tibco_ems/CHANGELOG.md
@@ -2,12 +2,28 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-18 / Agent 7.59.0
+
+***Added***:
+
+* Fix metric size unit parsing ([#18840](https://github.com/DataDog/integrations-core/pull/18840))
+
+## 2.0.1 / 2024-10-04
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
diff --git a/tibco_ems/README.md b/tibco_ems/README.md
index f6fd38fa81118..d3469729c2545 100644
--- a/tibco_ems/README.md
+++ b/tibco_ems/README.md
@@ -99,11 +99,11 @@ The TIBCO EMS integration does not include any events.
 
 ### Service Checks
 
-See [service_checks.json][8] for a list of service checks provided by this integration.
+The TIBCO EMS integration does not include any service checks.
 
 ## Troubleshooting
 
-Need help? Contact [Datadog support][9].
+Need help? Contact [Datadog support][8].
 
 
 [1]: https://docs.tibco.com/products/tibco-enterprise-message-service
@@ -113,5 +113,4 @@ Need help? Contact [Datadog support][9].
 [5]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
 [6]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
 [7]: https://github.com/DataDog/integrations-core/blob/master/tibco_ems/metadata.csv
-[8]: https://github.com/DataDog/integrations-core/blob/master/tibco_ems/assets/service_checks.json
-[9]: https://docs.datadoghq.com/help/
+[8]: https://docs.datadoghq.com/help/
diff --git a/tibco_ems/changelog.d/18617.fixed b/tibco_ems/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/tibco_ems/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/tibco_ems/datadog_checks/tibco_ems/__about__.py b/tibco_ems/datadog_checks/tibco_ems/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/tibco_ems/datadog_checks/tibco_ems/__about__.py
+++ b/tibco_ems/datadog_checks/tibco_ems/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/tibco_ems/datadog_checks/tibco_ems/constants.py b/tibco_ems/datadog_checks/tibco_ems/constants.py
index 9570584c9a305..58c2083d38968 100644
--- a/tibco_ems/datadog_checks/tibco_ems/constants.py
+++ b/tibco_ems/datadog_checks/tibco_ems/constants.py
@@ -122,10 +122,10 @@
     },
     'show connections full': {
         'regex': re.compile(
-            r'^\s*(?P<client_type>[JC])\s+'
+            r'^\s*(?P<client_type>[-#JC])\s+'
             r'(?P<tibco_version>[\w.]+(?:\s+V\d+)?)\s+'
             r'(?P<id>\d+)\s+'
-            r'(?P<fsxt>[-A]+)\s+'
+            r'(?P<fsxt>[-A-Za-z]+)\s+'
             r'(?P<s>[+|-])\s+'
             r'(?P<tibco_host>\S+)\s+'
             r'(?P<ip_address>\S+)\s+'
diff --git a/tibco_ems/datadog_checks/tibco_ems/tibco_ems.py b/tibco_ems/datadog_checks/tibco_ems/tibco_ems.py
index feb10c627df89..33c5941c77f63 100644
--- a/tibco_ems/datadog_checks/tibco_ems/tibco_ems.py
+++ b/tibco_ems/datadog_checks/tibco_ems/tibco_ems.py
@@ -11,7 +11,7 @@
 
 DEFAULT_HOST = 'localhost'
 DEFAULT_PORT = 7222
-TO_BYTES = {'B': 1, 'Kb': 1e3, 'Mb': 1e6, 'Gb': 1e9, 'Tb': 1e12}
+TO_BYTES = {'b': 1, 'kb': 1e3, 'mb': 1e6, 'gb': 1e9, 'tb': 1e12}
 CONNECTION_STRING = 'tcp://{}:{}'
 
 
@@ -112,7 +112,7 @@ def parse_value(key, value):
                 if version_match:
                     server_data['version'] = version_match.group()
                 server_data[key] = value
-            elif key in ['topics', 'queues']:
+            elif key in ['topics', 'queues', 'client_connections']:
                 server_data[key] = int(value.split(' ')[0])
             elif "rate" in key:
                 parse_rate(server_data, key, value)
@@ -223,7 +223,9 @@ def _submit_metrics_factory(self, prefix, metric_data, metric_names, tag_keys):
             if metric_name in metric_data:
                 if isinstance(metric_info, dict):
                     self.gauge(
-                        f"{prefix}.{metric_name}", (metric_info['value'] * TO_BYTES[metric_info['unit']]), tags=tags
+                        f"{prefix}.{metric_name}",
+                        (metric_info['value'] * TO_BYTES[metric_info['unit'].lower()]),
+                        tags=tags,
                     )
                 else:
                     self.gauge(f"{prefix}.{metric_name}", metric_info, tags=tags)
diff --git a/tibco_ems/tests/fixtures/show_all b/tibco_ems/tests/fixtures/show_all
index 96abbf827250c..273d89da53475 100644
--- a/tibco_ems/tests/fixtures/show_all
+++ b/tibco_ems/tests/fixtures/show_all
@@ -64,12 +64,12 @@ L  Version   ID    FSXT  S  Host         IP address Port  User   ClientID Sess P
 C  10.1.0 V4 10630 ---A  +  d3ce69f9df4f 127.0.0.1  46418 admin              1    1    1    0    1      0     0.0 Kb      0.030
 Command: show durables
   Topic Name        Durable          Shared  User         Msgs    Size
-  sample            sample.durable   N       <offline>       0     0.0 Kb
+  sample            sample.durable   N       <offline>       0     0.0 MB
 Command: show stat consumers
                                                       Total Count      Rate/Second
   User       Conn  T  Destination                      Msgs   Size      Msgs   Size
-  admin         2  Q  $TMP$.tibemsd.1669EC51B3.1          1    2.4 Kb      0    0.6 Kb
+  admin         2  Q  $TMP$.tibemsd.1669EC51B3.1          1    2.4 Kb      0    0.6 TB
 Command: show stat producers
                                         Total Count      Rate/Second
   User       Conn  T  Destination       Msgs   Size      Msgs   Size
-  admin         2  Q  $sys.admin           3    0.5 Kb      0    0.0 Kb
\ No newline at end of file
+  admin         2  Q  $sys.admin           3    0.5 Kb      0    0.0 GB
\ No newline at end of file
diff --git a/tibco_ems/tests/fixtures/show_server b/tibco_ems/tests/fixtures/show_server
index 6ff783d871c2f..9fc93bb374c17 100644
--- a/tibco_ems/tests/fixtures/show_server
+++ b/tibco_ems/tests/fixtures/show_server
@@ -6,7 +6,7 @@ Command: show server
   Runtime Module Path:      /opt/tibco/ems/10.1/bin/lib:/opt/tibco/ems/10.1/lib
   Topics:                   3 (0 dynamic, 0 temporary)
   Queues:                   9 (0 dynamic, 2 temporary)
-  Client Connections:       0
+  Client Connections:       0 of 1000 maximum
   Admin Connections:        2
   Sessions:                 2
   Producers:                2
diff --git a/tls/CHANGELOG.md b/tls/CHANGELOG.md
index 3c79348d30b7e..b2068b73f2f7f 100644
--- a/tls/CHANGELOG.md
+++ b/tls/CHANGELOG.md
@@ -2,7 +2,17 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
@@ -12,6 +22,10 @@
 
 * Bump version of cryptography to 43.0.1 to address vulnerability ([#18656](https://github.com/DataDog/integrations-core/pull/18656))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.20.0 / 2024-09-05
 
 ***Added***:
@@ -22,7 +36,7 @@
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 2.18.0 / 2024-07-05 / Agent 7.56.0
 
diff --git a/tls/changelog.d/18207.added b/tls/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/tls/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/tls/changelog.d/18580.removed b/tls/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/tls/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/tls/changelog.d/18617.fixed b/tls/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/tls/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/tls/datadog_checks/tls/__about__.py b/tls/datadog_checks/tls/__about__.py
index f046338059ddf..78967d676d1af 100644
--- a/tls/datadog_checks/tls/__about__.py
+++ b/tls/datadog_checks/tls/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/tls/tests/conftest.py b/tls/tests/conftest.py
index 12483f28b2dab..b606a64d0770e 100644
--- a/tls/tests/conftest.py
+++ b/tls/tests/conftest.py
@@ -29,13 +29,28 @@
 }
 
 
-@pytest.fixture(scope='session', autouse=True)
+@pytest.fixture(scope="function")
+def clean_fips_environment():
+    os.environ["GOFIPS"] = "0"
+    os.environ["OPENSSL_CONF"] = ""
+    os.environ["OPENSSL_MODULES"] = ""
+    yield
+
+
+@pytest.fixture(scope='session')
 def dd_environment(instance_e2e, mock_local_tls_dns):
     with docker_run(os.path.join(HERE, 'compose', 'docker-compose.yml'), build=True, sleep=20):
         e2e_metadata = {'docker_volumes': ['{}:{}'.format(CA_CERT, CA_CERT_MOUNT_PATH)]}
         yield instance_e2e, e2e_metadata
 
 
+@pytest.fixture(scope='session')
+def dd_fips_environment(instance_e2e_fips, mock_local_tls_dns):
+    with docker_run(os.path.join(HERE, 'fips', 'docker-compose.yml'), build=True, sleep=20):
+        e2e_metadata = {'docker_volumes': ['{}:{}'.format(CA_CERT, CA_CERT_MOUNT_PATH)]}
+        yield instance_e2e_fips, instance_e2e_non_fips, e2e_metadata
+
+
 @pytest.fixture(scope='session')
 def mock_local_tls_dns():
     with mock_local(HOSTNAME_TO_PORT_MAPPING):
@@ -158,6 +173,28 @@ def instance_e2e():
     }
 
 
+@pytest.fixture(scope='session')
+def instance_e2e_fips():
+    return {
+        'server': 'https://localhost',
+        'port': 8443,
+        'tls_ca_cert': CA_CERT_MOUNT_PATH,
+        'tls_verify': False,
+        'tls_validate_hostname': False,
+    }
+
+
+@pytest.fixture(scope='session')
+def instance_e2e_non_fips():
+    return {
+        'server': 'https://localhost',
+        'port': 9443,
+        'tls_ca_cert': CA_CERT_MOUNT_PATH,
+        'tls_verify': False,
+        'tls_validate_hostname': False,
+    }
+
+
 @pytest.fixture
 def instance_remote_ok_ip():
     return {'server': '1.1.1.1', 'tls_validate_hostname': False, 'days_warning': 1, 'days_critical': 1}
diff --git a/tls/tests/fips/Dockerfile b/tls/tests/fips/Dockerfile
new file mode 100644
index 0000000000000..dbf827d8f9d66
--- /dev/null
+++ b/tls/tests/fips/Dockerfile
@@ -0,0 +1,11 @@
+FROM alpine:3.18
+
+# Install OpenSSL and necessary tools
+RUN apk add --no-cache openssl bash
+
+COPY start-server.sh /usr/local/bin/start-server.sh
+COPY ca.* /tmp/
+RUN chmod +x /usr/local/bin/start-server.sh
+
+# Expose port 443
+EXPOSE 443
diff --git a/tls/tests/fips/ca.crt b/tls/tests/fips/ca.crt
new file mode 100644
index 0000000000000..189746cb2a227
--- /dev/null
+++ b/tls/tests/fips/ca.crt
@@ -0,0 +1,33 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tls/tests/fips/ca.key b/tls/tests/fips/ca.key
new file mode 100644
index 0000000000000..ab3351d26fb6a
--- /dev/null
+++ b/tls/tests/fips/ca.key
@@ -0,0 +1,51 @@
+-----BEGIN RSA PRIVATE KEY-----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==
+-----END RSA PRIVATE KEY-----
diff --git a/tls/tests/fips/docker-compose.yml b/tls/tests/fips/docker-compose.yml
new file mode 100644
index 0000000000000..8315ee02e0868
--- /dev/null
+++ b/tls/tests/fips/docker-compose.yml
@@ -0,0 +1,28 @@
+services:
+  fips-server:
+    build: .
+    ports:
+      - "8443:443"
+    volumes:
+      - ./ca.crt:/etc/ssl/certs/server.crt
+      - ./ca.key:/etc/ssl/private/server.key
+    command: ["/usr/local/bin/start-server.sh", "ECDHE-RSA-AES128-SHA256"]
+    healthcheck:
+      test: ["CMD", "curl", "-f", "https://localhost:443"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+
+  non-fips-server:
+    build: .
+    ports:
+      - "9443:443"
+    volumes:
+      - ./ca.crt:/etc/ssl/certs/server.crt
+      - ./ca.key:/etc/ssl/private/server.key
+    command: ["/usr/local/bin/start-server.sh", "ECDHE-RSA-CHACHA20-POLY1305"]
+    healthcheck:
+      test: ["CMD", "curl", "-f", "https://localhost:443"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
diff --git a/tls/tests/fips/start-server.sh b/tls/tests/fips/start-server.sh
new file mode 100644
index 0000000000000..a6b40f97b5041
--- /dev/null
+++ b/tls/tests/fips/start-server.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+if [ ! -f /etc/ssl/certs/server.crt ] || [ ! -f /etc/ssl/private/server.key ]; then
+    echo "Generating self-signed certificate..."
+    mkdir -p /etc/ssl/private
+    openssl req -x509 -newkey rsa:2048 -keyout /etc/ssl/private/server.key -out /etc/ssl/certs/server.crt -days 365 -nodes -subj "/CN=localhost"
+fi
+
+CIPHER=$1
+
+echo "Starting OpenSSL server on port 443 with cipher $CIPHER..."
+openssl s_server \
+    -accept 443 \
+    -cert /etc/ssl/certs/server.crt \
+    -key /etc/ssl/private/server.key \
+    -cipher $CIPHER \
+    -no_tls1_3 \
+    -WWW
diff --git a/tls/tests/test_e2e.py b/tls/tests/test_e2e.py
index 1d4ff7b8e29fe..8e34480828826 100644
--- a/tls/tests/test_e2e.py
+++ b/tls/tests/test_e2e.py
@@ -13,7 +13,7 @@
 
 
 @pytest.mark.e2e
-def test_e2e(dd_agent_check, instance_e2e):
+def test_e2e(dd_environment, dd_agent_check, instance_e2e):
     aggregator = dd_agent_check(instance_e2e)
 
     aggregator.assert_service_check(SERVICE_CHECK_CAN_CONNECT, status=TLSCheck.OK, count=1)
diff --git a/tls/tests/test_fips.py b/tls/tests/test_fips.py
new file mode 100644
index 0000000000000..75b2f84a9f724
--- /dev/null
+++ b/tls/tests/test_fips.py
@@ -0,0 +1,58 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from typing import Any  # noqa: F401
+
+import pytest
+
+from datadog_checks.tls import TLSCheck
+from datadog_checks.tls.const import (
+    SERVICE_CHECK_CAN_CONNECT,
+    SERVICE_CHECK_VALIDATION,
+)
+
+
+@pytest.mark.e2e
+@pytest.mark.fips_off
+def test_connection_before_fips(clean_fips_environment, dd_fips_environment, dd_agent_check, instance_e2e_fips):
+    """
+    Connection to the FIPS server before enabling FIPS mode should succeed.
+    """
+    aggregator = dd_agent_check(instance_e2e_fips)
+    aggregator.assert_service_check(SERVICE_CHECK_CAN_CONNECT, status=TLSCheck.OK, count=1)
+    aggregator.assert_service_check(SERVICE_CHECK_VALIDATION, status=TLSCheck.OK, count=1)
+
+
+@pytest.mark.e2e
+@pytest.mark.fips_off
+def test_connection_before_non_fips(clean_fips_environment, dd_fips_environment, dd_agent_check, instance_e2e_non_fips):
+    """
+    Connection to the non-FIPS server before enabling FIPS mode should succeed.
+    """
+    aggregator = dd_agent_check(instance_e2e_non_fips)
+    aggregator.assert_service_check(SERVICE_CHECK_CAN_CONNECT, status=TLSCheck.OK, count=1)
+    aggregator.assert_service_check(SERVICE_CHECK_VALIDATION, status=TLSCheck.OK, count=1)
+
+
+@pytest.mark.e2e
+@pytest.mark.fips_on
+def test_connection_after_fips(clean_fips_environment, dd_fips_environment, dd_agent_check, instance_e2e_fips):
+    """
+    Connection to the FIPS server after enabling FIPS mode should succeed.
+    """
+    aggregator = dd_agent_check(instance_e2e_fips)
+    aggregator.assert_service_check(SERVICE_CHECK_CAN_CONNECT, status=TLSCheck.OK, count=1)
+    aggregator.assert_service_check(SERVICE_CHECK_VALIDATION, status=TLSCheck.OK, count=1)
+
+
+@pytest.mark.e2e
+@pytest.mark.fips_on
+def test_connection_after_non_fips(clean_fips_environment, dd_fips_environment, dd_agent_check, instance_e2e_non_fips):
+    """
+    Connection to the non-FIPS server after enabling FIPS mode should fail.
+    """
+    aggregator = dd_agent_check(instance_e2e_non_fips)
+    aggregator.assert_service_check(
+        SERVICE_CHECK_VALIDATION,
+        message="[SSL: SSLV3_ALERT_HANDSHAKE_FAILURE] ssl/tls alert handshake failure (_ssl.c:1000)",
+    )
diff --git a/tomcat/CHANGELOG.md b/tomcat/CHANGELOG.md
index 0460b6f48c539..ca494f901cdfe 100644
--- a/tomcat/CHANGELOG.md
+++ b/tomcat/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.0.0 / 2024-02-16 / Agent 7.52.0
 
 ***Removed***:
diff --git a/tomcat/changelog.d/18207.added b/tomcat/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/tomcat/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/tomcat/changelog.d/18580.removed b/tomcat/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/tomcat/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/tomcat/changelog.d/18617.fixed b/tomcat/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/tomcat/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/tomcat/datadog_checks/tomcat/__about__.py b/tomcat/datadog_checks/tomcat/__about__.py
index 09adcddf171c4..c25988b9e6d8b 100644
--- a/tomcat/datadog_checks/tomcat/__about__.py
+++ b/tomcat/datadog_checks/tomcat/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '3.0.0'
+__version__ = '4.0.0'
diff --git a/tomcat/manifest.json b/tomcat/manifest.json
index eba09765d5e01..f710a6f5826dc 100644
--- a/tomcat/manifest.json
+++ b/tomcat/manifest.json
@@ -58,7 +58,8 @@
         "metadata_path": "assets/service_checks.json"
       },
       "process_signatures": [
-        "java tomcat"
+        "java tomcat",
+        "java org.apache.catalina.startup.Bootstrap"
       ],
       "source_type_id": 43,
       "auto_install": true
diff --git a/torchserve/CHANGELOG.md b/torchserve/CHANGELOG.md
index 9740cab40950f..bc0abe24c4a24 100644
--- a/torchserve/CHANGELOG.md
+++ b/torchserve/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.2 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/torchserve/changelog.d/18207.added b/torchserve/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/torchserve/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/torchserve/changelog.d/18617.fixed b/torchserve/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/torchserve/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/torchserve/datadog_checks/torchserve/__about__.py b/torchserve/datadog_checks/torchserve/__about__.py
index 9d7317788718b..de4e5b0983497 100644
--- a/torchserve/datadog_checks/torchserve/__about__.py
+++ b/torchserve/datadog_checks/torchserve/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/torchserve/tests/docker/docker-compose.yaml b/torchserve/tests/docker/docker-compose.yaml
index 5b34f237a8a88..d2d92aaec4508 100644
--- a/torchserve/tests/docker/docker-compose.yaml
+++ b/torchserve/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3.9'
-
 services:
   torchserve:
     container_name: torchserve
diff --git a/traefik_mesh/CHANGELOG.md b/traefik_mesh/CHANGELOG.md
index 3d7149505cf56..da44bfb575f1a 100644
--- a/traefik_mesh/CHANGELOG.md
+++ b/traefik_mesh/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/traefik_mesh/changelog.d/18207.added b/traefik_mesh/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/traefik_mesh/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/traefik_mesh/changelog.d/18617.fixed b/traefik_mesh/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/traefik_mesh/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/traefik_mesh/datadog_checks/traefik_mesh/__about__.py b/traefik_mesh/datadog_checks/traefik_mesh/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/traefik_mesh/datadog_checks/traefik_mesh/__about__.py
+++ b/traefik_mesh/datadog_checks/traefik_mesh/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/traffic_server/CHANGELOG.md b/traffic_server/CHANGELOG.md
index e1e4f370caced..a3e1e4ae2635f 100644
--- a/traffic_server/CHANGELOG.md
+++ b/traffic_server/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/traffic_server/changelog.d/18207.added b/traffic_server/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/traffic_server/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/traffic_server/changelog.d/18617.fixed b/traffic_server/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/traffic_server/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/traffic_server/datadog_checks/traffic_server/__about__.py b/traffic_server/datadog_checks/traffic_server/__about__.py
index c1405a3ef0291..00d8d3e916500 100644
--- a/traffic_server/datadog_checks/traffic_server/__about__.py
+++ b/traffic_server/datadog_checks/traffic_server/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2022-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/trend_micro_email_security/README.md b/trend_micro_email_security/README.md
index 716514ee148c4..a675da5234133 100644
--- a/trend_micro_email_security/README.md
+++ b/trend_micro_email_security/README.md
@@ -4,36 +4,32 @@
 
 This integration ingests the following logs:
 
-- Policy events and detection
-- Mail tracking
+- Policy events and detection - These logs provide information about policy events and detection, allowing you to monitor and respond to potential security threats effectively.
+- Mail tracking - These logs provide information about email activities, including accepted and blocked traffic, allowing you to track email messages that have passed through the system and monitor their delivery status.
 
 Use out-of-the-box dashboards to visualize detailed insights into email traffic analysis, real-time threat detection, security detection and observation, and compliance monitoring.
 
 ## Setup
 
-### Configuration
-
-#### Get Credentials (API Key) of Trend Micro Email Security
+### Generate API credentials in Trend Micro Email Security
 
 1. Log on to the Trend Micro Email Security administrator console.
-2. Go to **Administration** -> **Service Integration**.<br> The API Access tab displays by default.
-3. Click **Add** to generate an API Key.<br> The API Key is the global unique identifier for your application to authenticate its access to Trend Micro Email Security.
-4. Copy the **API Key** value and save the value. Keep the API Key private.<br> If you want to change your API Key later on, click **Add** to generate a new key and use the new key in your requests. You can click the toggle button under **Status** to disable the old key or delete it, but only do so if both of these conditions have been met:
-   1. Requests can be sent successfully with the new key.
-   2. The old key is not used by any other applications that access Trend Micro Email Security.
-
-#### Configure the Trend Micro Email Security and Datadog Integration
+2. Navigate to **Administration** > **Service Integration** > **API Access**.
+3. Click **Add** to generate an API Key.
+4. Switch to the **Log Retrieval** tab and Ensure the **status** for log retrieval is enabled.
+5. To identify the **Host Region** of your Trend Micro Email Security, please refer this [link][3].
+6. **Username** is **Login ID** of your Trend Micro Email Security console.
 
-Configure the Datadog endpoint to forward Trend Micro Email Security logs to Datadog.
+### Connect your Trend Micro Email Security Account to Datadog
 
-1. Navigate to `Trend Micro Email Security`.
-2. Add your Trend Micro Email Security credentials.
+1. Add your host region, username, and API key.
+    | Parameters  | Description                                                           |
+    | ----------- | --------------------------------------------------------------------- |
+    | Host Region | The region of the Trend Micro Email Security administrator console.   |
+    | Username    | The username of the Trend Micro Email Security administrator console. |
+    | API Key     | The API key of the Trend Micro Email Security administrator console.  |
 
-| Trend Micro Email Security Parameters | Description                                                          |
-| ------------------------------------- | -------------------------------------------------------------------- |
-| Host Region                           | The region of the Trend Micro Email Security administrator console.   |
-| Username                              | The username of the Trend Micro Email Security administrator console. |
-| API Key                               | The API Key of the Trend Micro Email Security administrator console.  |
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
@@ -54,4 +50,5 @@ The Trend Micro Email Security integration does not include any events.
 For any further assistance, contact [Datadog support][2].
 
 [1]: https://www.trendmicro.com/en_in/business/products/user-protection/sps/email-and-collaboration/email-security.html
-[2]: https://docs.datadoghq.com/help/
\ No newline at end of file
+[2]: https://docs.datadoghq.com/help/
+[3]: https://success.trendmicro.com/en-US/solution/KA-0016673#:~:text=Trend%20micro%20email%20security
\ No newline at end of file
diff --git a/trend_micro_email_security/manifest.json b/trend_micro_email_security/manifest.json
index 740f489f7e80a..b641ca9bbae5b 100644
--- a/trend_micro_email_security/manifest.json
+++ b/trend_micro_email_security/manifest.json
@@ -2,7 +2,7 @@
   "manifest_version": "2.0.0",
   "app_uuid": "0f19a81b-93c1-477a-ad5d-bbabed937f85",
   "app_id": "trend-micro-email-security",
-  "display_on_public_website": false,
+  "display_on_public_website": true,
   "tile": {
     "overview": "README.md#Overview",
     "configuration": "README.md#Setup",
diff --git a/trend_micro_vision_one_endpoint_security/README.md b/trend_micro_vision_one_endpoint_security/README.md
index a4d28c3346b0f..bcbf6b45a7659 100644
--- a/trend_micro_vision_one_endpoint_security/README.md
+++ b/trend_micro_vision_one_endpoint_security/README.md
@@ -1,43 +1,78 @@
-# Agent Check: trend_micro_vision_one_endpoint_security
-
 ## Overview
 
-This check monitors [trend_micro_vision_one_endpoint_security][1].
+[Trend Micro Vision One Endpoint Security][1] is a cloud-based solution specifically designed for endpoints, servers, and cloud workloads.
+
+This integration ingests the following logs:
+
+- Application Control: Application Control logs provides information about application control violations on your network, such as the violated Security Agent policy and criteria
+- Attack Discovery: Attack discovery logs provides information about threats detected by Attack Discovery
+- Behavior Monitoring: Behavior monitoring logs provide information about Behavior Monitoring events on your network
+- C&C Callback: C&C callback logs provides information about C&C callback events detected on your network
+- Content Violation: Content violation logs provides information about the email messages with content violations, such as the managed product that detected the content violation, the sender(s) and recipients(s) of the email message, the name of the content violation policy, and the total number of violations detected
+- Data Loss Prevention: Data loss prevention logs provides information about incidents detected by Data Loss Prevention
+- Device Control: Device control logs provides information about Device Access Control events on your network
+- Intrusion Prevention: Intrusion prevention logs provides information to help you achieve timely protection against known and zero-day attacks, defend against web application vulnerabilities, and identify malicious software accessing the network
+- Network Content Inspection: Network content inspection logs provides information about network content violations on your network
+- Predictive Machine Learning: Predictive machine learning logs provides information about advanced unknown threats detected by Predictive Machine Learning
+- Spyware/Grayware: Spyware/Grayware logs provides information about the spyware/grayware detections on your network, such as the managed product that detected the spyware/grayware, the name of the spyware/grayware, and the name of the infected endpoint
+- Suspicious File Information: Suspicious file information logs provides information about suspicious files detected on your network
+- Virtual Analyzer Detections: Virtual analyzer logs provides information about advanced unknown threats detected by Virtual Analyzer
+- Virus/Malware: Virus/Malware logs provides information about the virus/malware detections on your network, such as the managed product that detected the viruses/malware, the name of the virus/malware, and the infected endpoint
+- Web Violation: Web violation logs provides information about web violations on your network
+
+Use out-of-the-box dashboards to gain detailed insights into system events, network events, and data loss prevention events, security detection and observation, and compliance monitoring.
 
 ## Setup
 
-### Installation
+### Generate API credentials in Trend Micro Vision One Endpoint Security
 
-The trend_micro_vision_one_endpoint_security check is included in the [Datadog Agent][2] package.
-No additional installation is needed on your server.
+1. Log in to the Trend Micro Vision One console.
+2. Go to **Endpoint Security** (Sidebar) > **Standard Endpoint Protection** > **Administration** > **Settings** > **Automation API Access Settings**.
+3. Click **Add**.<br> The Application Access Settings section appears and displays the following information:
+   1. **API URL**: The API Host of the Trend Micro Vision One Endpoint Security console.
+   2. **Application ID**: The Application ID of the Trend Micro Vision One Endpoint Security console.
+   3. **API key**: The API key of the Trend Micro Vision One Endpoint Security console.
+4. Tick the **Enable application integration using Apex Central Automation APIs** checkbox.
+5. Configure the following settings.
+   1. **Application name**: Specify an easily identifiable name for the application.
+   2. **Communication time-out**: Select 120 seconds for a request to reach Apex Central after the application generates the request.
+6. Click **Save**.
 
-### Configuration
+### Get Timezone of Trend Micro Vision One console
 
-!!! Add list of steps to set up this integration !!!
+1. Log in to the Trend Micro Vision One console.
+2. Go to **Administration** (Sidebar) > **Console Settings** > **Time Zone**.
+3. Check the **Timezone** from **Current console time**.
 
-### Validation
+### Connect your Trend Micro Vision One Endpoint Security Account to Datadog
 
-!!! Add steps to validate integration is functioning as expected !!!
+1. Add your API host, application ID, API key and select the time zone from the dropdown.
+   | Parameters     | Description                                                             |
+   | -------------- | ----------------------------------------------------------------------- |
+   | API Host       | The API host of Trend Micro Vision One Endpoint Security console.       |
+   | Application ID | The application ID of Trend Micro Vision One Endpoint Security console. |
+   | API Key        | The API key of of Trend Micro Vision One Endpoint Security console.     |
+   | Time Zone      | The time zone of the Trend Micro Vision One console.                    |
+
+2. Click the **Save** button to save your settings.
 
 ## Data Collected
 
-### Metrics
+### Logs
 
-trend_micro_vision_one_endpoint_security does not include any metrics.
+The Trend Micro Vision One Endpoint Security integration collects and forwards security events, including system events, network events, and data loss prevention events to Datadog.
 
-### Service Checks
+### Metrics
 
-trend_micro_vision_one_endpoint_security does not include any service checks.
+The Trend Micro Vision One Endpoint Security integration does not include any metrics.
 
 ### Events
 
-trend_micro_vision_one_endpoint_security does not include any events.
-
-## Troubleshooting
+The Trend Micro Vision One Endpoint Security integration does not include any events.
 
-Need help? Contact [Datadog support][3].
+## Support
 
-[1]: **LINK_TO_INTEGRATION_SITE**
-[2]: https://app.datadoghq.com/account/settings/agent/latest
-[3]: https://docs.datadoghq.com/help/
+For additional assistance, contact [Datadog support][2].
 
+[1]: https://www.trendmicro.com/en_in/business/products/endpoint-security.html
+[2]: https://docs.datadoghq.com/help/
diff --git a/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_data_loss_prevention.json b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_data_loss_prevention.json
new file mode 100644
index 0000000000000..ba987f3151b8f
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_data_loss_prevention.json
@@ -0,0 +1,800 @@
+{
+    "title": "Trend Micro Vision One Endpoint Security - Data Loss Prevention",
+    "description": "This dashboard provides monitoring for potential data breaches, unauthorized data access, and policy violations, helping you protect sensitive information and ensure data security.",
+    "widgets": [
+        {
+            "id": 5780490506620942,
+            "definition": {
+                "type": "image",
+                "url": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "url_dark_theme": "https://www.trendmicro.com/content/dam/trendmicro/global/en/core/images/logos/tm-logo-red-white-t.svg",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 661152336132838,
+            "definition": {
+                "type": "note",
+                "content": "This dashboard provides monitoring for potential data breaches, unauthorized data access, and policy violations, helping you protect sensitive information and ensure data security.\n\nThis holistic approach enhances your ability to monitor and mitigate data loss risks, ensuring that sensitive information remains secure and compliant with regulatory requirements.\n\nFor more information, see the [Trend Micro Vision One Endpoint Security Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_endpoint_security).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 6493949293477566,
+            "definition": {
+                "title": "Data Loss Prevention Details",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5568895795967988,
+                        "definition": {
+                            "title": "Top 10 Subjects",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@subject",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5209556904978440,
+                        "definition": {
+                            "title": "Top 10 Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@action",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5583731166133328,
+                        "definition": {
+                            "title": "Top 10 Channel Types",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@channel_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7115545542122456,
+                        "definition": {
+                            "title": "Top 10 Email Senders",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@sender",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2649691027961204,
+                        "definition": {
+                            "title": "Top 10 Email Recipients",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@recipients",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5942627636679518,
+                        "definition": {
+                            "title": "File Size by File Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "max",
+                                                "metric": "@trend_micro_vision_one_endpoint_security.file_size"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@file_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "max",
+                                                        "metric": "@trend_micro_vision_one_endpoint_security.file_size"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "File Size",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3308865475683380,
+                        "definition": {
+                            "title": "File Size over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "File Size",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "avg",
+                                                "metric": "@trend_micro_vision_one_endpoint_security.file_size"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "color_order": "shuffled",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 8,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2489548279766120,
+                        "definition": {
+                            "title": "Top 10 Policy Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@policy_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 760595730233868,
+                        "definition": {
+                            "title": "Top 10 URLs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@url",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 12,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 858395483875568,
+                        "definition": {
+                            "title": "Data Loss Prevention Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:trend-micro-vision-one-endpoint-security service:data-loss-prevention $Action $Recipient $Sender $Endpoint-Name $Endpoint-IP $Endpoint-OS",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "endpoint_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "TMCMdevicePlatform",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "sender",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "recipients",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "subject",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "policy_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "template_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "channel_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "file_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@trend_micro_vision_one_endpoint_security.file_size",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 21
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Endpoint-Name",
+            "prefix": "@source_host_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-IP",
+            "prefix": "@endpoint_ip",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-OS",
+            "prefix": "@TMCMdevicePlatform",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Action",
+            "prefix": "@action",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Sender",
+            "prefix": "@sender",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Recipient",
+            "prefix": "@recipients",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_network_events.json b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_network_events.json
new file mode 100644
index 0000000000000..c4c917d8112a3
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_network_events.json
@@ -0,0 +1,3783 @@
+{
+    "title": "Trend Micro Vision One Endpoint Security - Network Events",
+    "description": "This dashboard provides real-time insights into network threats, suspicious traffic, and unauthorized connections, helping you safeguard your network and respond to potential security incidents.",
+    "widgets": [
+        {
+            "id": 3524524152707948,
+            "definition": {
+                "type": "image",
+                "url": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "url_dark_theme": "https://www.trendmicro.com/content/dam/trendmicro/global/en/core/images/logos/tm-logo-red-white-t.svg",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 220563971975310,
+            "definition": {
+                "type": "note",
+                "content": "This dashboard provides real-time insights into network threats, suspicious traffic, and unauthorized connections, helping you safeguard your network and respond to potential security incidents.\n\nThis holistic approach enhances your ability to monitor and manage network security by providing in-depth visibility into network events, traffic patterns, and threat activity, ensuring a robust defense against cyber threats.\n\nFor more information, see the [Trend Micro Vision One Endpoint Security Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_endpoint_security).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 6493949293477566,
+            "definition": {
+                "title": "C&C Callback",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5568895795967988,
+                        "definition": {
+                            "title": "Distribution by Risk Level",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@risk_level",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2936087617031126,
+                        "definition": {
+                            "title": "Top Endpoint Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@source_host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 116816053927708,
+                        "definition": {
+                            "title": "Distribution by Action",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@action",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2149598145403092,
+                        "definition": {
+                            "title": "Top 10 Domain Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@domain_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4717054905836202,
+                        "definition": {
+                            "title": "Distribution by Callback Address Format",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@callback_address_format",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2364881308489578,
+                        "definition": {
+                            "title": "Top 10 Policy Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@policy_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1163298408471746,
+                        "definition": {
+                            "title": "Distribution by C&C List Source",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@cnc_list_source",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:cnc-callback $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
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+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
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+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
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+                        "definition": {
+                            "title": "Top 10 Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
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+                                {
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+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
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+                                                "*"
+                                            ],
+                                            "compute": {
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+                                            },
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+                                                {
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+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
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+                                                    }
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+                                            ],
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+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
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+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
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+                                                "order": "desc"
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+                                }
+                            ],
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+                                },
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+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
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+                            "title": "Distribution by Critical Threat Type",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
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+                                        {
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+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@critical_threat_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7916247963312692,
+                        "definition": {
+                            "title": "Top 10 Policy Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@policy_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 8,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6762242326380836,
+                        "definition": {
+                            "title": "Reputation Score over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Reputation Score",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "avg",
+                                                "metric": "@trend_micro_vision_one_endpoint_security.reputation_score"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "color_order": "shuffled",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3916939888944442,
+                        "definition": {
+                            "title": "Distribution by Traffic Direction",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@deviceDirection",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 15,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2245368179459650,
+                        "definition": {
+                            "title": "Top 10 Reason Codes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@reason_code",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 15,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7143778348920058,
+                        "definition": {
+                            "title": "Top 10 URLs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@url",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 18,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8265326358199986,
+                        "definition": {
+                            "title": "Top 10 File Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@file_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16",
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 18,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3581596672281104,
+                        "definition": {
+                            "title": "Web Violations Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:trend-micro-vision-one-endpoint-security service:web-violation $Action $Endpoint-Name $Endpoint-IP $Endpoint-OS",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "endpoint_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "TMCMdevicePlatform",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "risk_level",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "deviceDirection",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "critical_threat_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@trend_micro_vision_one_endpoint_security.reputation_score",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "app",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "filter_blocking_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "policy_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "reason_code",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "file_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "url",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 22,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 84,
+                "width": 12,
+                "height": 27
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Endpoint-Name",
+            "prefix": "@source_host_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-IP",
+            "prefix": "@endpoint_ip",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-OS",
+            "prefix": "@TMCMdevicePlatform",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Action",
+            "prefix": "@action",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_overview.json b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_overview.json
new file mode 100644
index 0000000000000..eafc6cbe825fb
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_overview.json
@@ -0,0 +1,1314 @@
+{
+    "title": "Trend Micro Vision One Endpoint Security - Overview",
+    "description": "This dashboard provides a comprehensive summary of Trend Micro Vision One Endpoint Security logs.",
+    "widgets": [
+        {
+            "id": 4774730152785744,
+            "definition": {
+                "type": "image",
+                "url": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "url_dark_theme": "https://www.trendmicro.com/content/dam/trendmicro/global/en/core/images/logos/tm-logo-red-white-t.svg",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 661152336132838,
+            "definition": {
+                "type": "note",
+                "content": "This dashboard provides a comprehensive summary of security events detected by Trend Micro Vision One Endpoint Security. It offers detailed insights into various aspects of your security posture, allowing for effective monitoring and response to potential threats.\n\nThis holistic approach enhances your ability to monitor, analyze, and respond to security incidents across your endpoints, improving overall security posture and threat mitigation efforts.\n\nFor more information, see the [Trend Micro Vision One Endpoint Security Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_endpoint_security).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 6493949293477566,
+            "definition": {
+                "title": "Overview",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3871774228100030,
+                        "definition": {
+                            "title": "Total Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#d9bef4"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6319582950565402,
+                        "definition": {
+                            "type": "note",
+                            "content": "## About Count of Events by Type Panel\n\n- To filter out the dashboard for respective event type, follow the below mentioned step.\n  - Click on the desired 'Event-Type' and select the 'Set Event-Type'\n  - Alternatively, user can add the filters value manually via filters given on the top of the dashboard.",
+                            "background_color": "gray",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": true,
+                            "tick_pos": "50%",
+                            "tick_edge": "right",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3445041831573562,
+                        "definition": {
+                            "title": "Count of Events by Type",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 15,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#bed2f4"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 7,
+                            "y": 0,
+                            "width": 5,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6285436885924462,
+                        "definition": {
+                            "title": "Events over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "horizontal",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 15,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "color_order": "shuffled",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6645119393654626,
+                        "definition": {
+                            "title": "Top 10 Users with Threat",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@usr.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@service",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7896037602288714,
+                        "definition": {
+                            "title": "Endpoint Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@source_host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@TMCMdevicePlatform",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@endpoint_ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "Total Events",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 6,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7954104198811932,
+                        "definition": {
+                            "title": "Top User Source IP Address",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 10,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1805779761774988,
+                        "definition": {
+                            "title": "Geo Distribution by Source IP Address",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "geomap",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.client.geoip.country.iso_code",
+                                                    "limit": 250,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 250,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 10,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2457614978355544,
+                        "definition": {
+                            "title": "Top User Destination IP Address",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.destination.ip",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 14,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 394795132081116,
+                        "definition": {
+                            "title": "Geo Distribution by Destination IP Address",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "geomap",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@network.destination.geoip.country.iso_code",
+                                                    "limit": 250,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 250,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 14,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8105921352930448,
+                        "definition": {
+                            "title": "Endpoint Security Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:trend-micro-vision-one-endpoint-security $Event-Type $Endpoint-Name $User $Endpoint-OS $Endpoint-IP",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "column": "timestamp",
+                                            "order": "desc"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@usr.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "endpoint_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "TMCMdevicePlatform",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "ApexCentralHost",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "domain_hierarchy",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "deviceNtDomain",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 18,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 23
+            }
+        },
+        {
+            "id": 1172155176754458,
+            "definition": {
+                "title": "Datadog Cloud SIEM",
+                "title_align": "center",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7883696515716302,
+                        "definition": {
+                            "type": "note",
+                            "content": "Datadog Cloud SIEM analyzes and correlates Endpoint security logs to detect threats to your environment in real time. If you don't see signals please make sure you've enabled [Datadog Cloud SIEM](/security).",
+                            "background_color": "purple",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 5040710310992012,
+                        "definition": {
+                            "title": "CRITICALs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:critical $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 4676321652147188,
+                        "definition": {
+                            "title": "HIGHs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:high $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1323309682509112,
+                        "definition": {
+                            "title": "Critical Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:critical $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1286927382333324,
+                        "definition": {
+                            "title": "MEDIUMs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:medium $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6552291222843946,
+                        "definition": {
+                            "title": "LOWs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#ffb52b",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:low $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 6641985605321808,
+                        "definition": {
+                            "title": "INFOs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#84c1e0",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:info $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 4,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 3168606070019638,
+                        "definition": {
+                            "title": "High Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:high $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2839097628315576,
+                        "definition": {
+                            "title": "Medium Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security status:medium $Endpoint-Name $Event-Type $User $Endpoint-OS $Endpoint-IP"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 26,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Event-Type",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-Name",
+            "prefix": "@source_host_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-IP",
+            "prefix": "@endpoint_ip",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-OS",
+            "prefix": "@TMCMdevicePlatform",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "User",
+            "prefix": "@usr.name",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_system_events.json b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_system_events.json
new file mode 100644
index 0000000000000..0af31b03360e0
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/dashboards/trend_micro_vision_one_endpoint_security_system_events.json
@@ -0,0 +1,5107 @@
+{
+    "title": "Trend Micro Vision One Endpoint Security - System Events",
+    "description": "This dashboard provides a detailed analysis of system events captured by Trend Micro Vision One Endpoint Security, offering deep insights into the security status of your environment. It is designed to help you monitor system behaviors, detect potential threats, and ensure that security policies are effectively enforced across all endpoints.",
+    "widgets": [
+        {
+            "id": 5393520598270898,
+            "definition": {
+                "type": "image",
+                "url": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "url_dark_theme": "https://www.trendmicro.com/content/dam/trendmicro/global/en/core/images/logos/tm-logo-red-white-t.svg",
+                "sizing": "contain",
+                "has_background": false,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 8620836650354732,
+            "definition": {
+                "type": "note",
+                "content": "This dashboard provides a detailed analysis of system events captured by Trend Micro Vision One Endpoint Security, offering deep insights into the security status of your environment. It is designed to help you monitor system behaviors, detect potential threats, and ensure that security policies are effectively enforced across all endpoints.\n\nThis holistic approach enhances your ability to monitor and mitigate risks, ensuring that your security measures are both proactive and reactive, with a strong focus on identifying and addressing potential threats before they impact your environment.\n\nFor more information, see the [Trend Micro Vision One Endpoint Security Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_endpoint_security).\n\n**Tips**\n- Use the timeframe selector in the upper-right corner of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 4,
+                "y": 0,
+                "width": 8,
+                "height": 3
+            }
+        },
+        {
+            "id": 6493949293477566,
+            "definition": {
+                "title": "Application Control",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5568895795967988,
+                        "definition": {
+                            "title": "Distribution by Client Status",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@client_status",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:application-control $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 116816053927708,
+                        "definition": {
+                            "title": "Top Endpoints by Action",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@source_host_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@action",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:application-control $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "inline"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2149598145403092,
+                        "definition": {
+                            "title": "Top 10 Application File Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@file_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:application-control $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5883837223079520,
+                        "definition": {
+                            "title": "Top 10 Policy Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@policy_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:application-control $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 4,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2051675871036114,
+                        "definition": {
+                            "title": "Application Control Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:trend-micro-vision-one-endpoint-security service:application-control $Endpoint-Name $Endpoint-IP $Endpoint-OS",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "endpoint_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "TMCMdevicePlatform",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "client_status",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "file_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "policy_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "process_command_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "pattern_version",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 13
+            }
+        },
+        {
+            "id": 3399848047449848,
+            "definition": {
+                "title": "Attack Discovery Detection",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4450055557466046,
+                        "definition": {
+                            "title": "Distribution by Risk Level",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
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+                                                    "facet": "@first_action_result",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:virus-malware $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7353540414542126,
+                        "definition": {
+                            "title": "Top Second Action Results",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@second_action_result",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:virus-malware $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 12,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2730259164323984,
+                        "definition": {
+                            "title": "Distribution by Scan Type",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@scan_type",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:virus-malware $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8265326358199986,
+                        "definition": {
+                            "title": "Top 10 File Names",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@file_name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-endpoint-security service:virus-malware $Endpoint-Name $Endpoint-IP $Endpoint-OS"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "scaling": "relative"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 16,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3581596672281104,
+                        "definition": {
+                            "title": "Virus/Malware Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:trend-micro-vision-one-endpoint-security service:virus-malware $Endpoint-Name $Endpoint-IP $Endpoint-OS",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "source_host_name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "endpoint_ip",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "TMCMdevicePlatform",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "risk_level",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "action",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "second_action",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "critical_threat_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "reason_code",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "scan_type",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "first_action_result",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "second_action_result",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "file_name",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 20,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 51,
+                "width": 12,
+                "height": 1
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Endpoint-Name",
+            "prefix": "@source_host_name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-IP",
+            "prefix": "@endpoint_ip",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Endpoint-OS",
+            "prefix": "@TMCMdevicePlatform",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security.yaml b/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security.yaml
new file mode 100644
index 0000000000000..d7075d6559969
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security.yaml
@@ -0,0 +1,2699 @@
+id: trend-micro-vision-one-endpoint-security
+metric_id: trend-micro-vision-one-endpoint-security
+backend_only: false
+facets:
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Client Port
+    path: network.client.port
+    source: log
+  - groups:
+      - Geoip
+    name: Destination City Name
+    path: network.destination.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Code
+    path: network.destination.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Name
+    path: network.destination.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country ISO Code
+    path: network.destination.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country Name
+    path: network.destination.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision ISO Code
+    path: network.destination.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision Name
+    path: network.destination.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Destination IP
+    path: network.destination.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Destination Port
+    path: network.destination.port
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+  - facetType: range
+    groups:
+      - Trend Micro Vision One Endpoint Security
+    name: File Size
+    path: trend_micro_vision_one_endpoint_security.file_size
+    source: log
+    type: double
+    unit:
+      family: bytes
+      name: byte
+  - facetType: range
+    groups:
+      - Trend Micro Vision One Endpoint Security
+    name: Priority
+    path: trend_micro_vision_one_endpoint_security.priority
+    source: log
+    type: double
+  - facetType: range
+    groups:
+      - Trend Micro Vision One Endpoint Security
+    name: Reputation Score
+    path: trend_micro_vision_one_endpoint_security.reputation_score
+    source: log
+    type: double
+  - facetType: range
+    groups:
+      - Trend Micro Vision One Endpoint Security
+    name: Threat Probability
+    path: trend_micro_vision_one_endpoint_security.threat_probability
+    source: log
+    type: double
+pipeline:
+  type: pipeline
+  name: Trend Micro Vision One Endpoint Security
+  enabled: true
+  filter:
+    query: "source:trend-micro-vision-one-endpoint-security"
+  processors:
+    - type: grok-parser
+      name: Parsing the log of Trend Micro Vision One Endpoint Security
+      enabled: true
+      source: message
+      samples:
+        - '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend
+          Micro|Apex Central|2019|AV:File
+          quarantined|Eicar_test_file|3|deviceExternalId=1991 rt=Jul 01 2024
+          10:10:10 GMT+00:00 cnt=1 dhost=ASSETTAG-EID
+          TMCMLogDetectedHost=ASSETTAG-EID duser=ASSETTAG-EID\\\\TEST act=File
+          quarantined cn1Label=Pattern cn1=1947100 cn2Label=Second_Action cn2=4
+          cs1Label=VLF_FunctionCode cs1=Real-time Scan cs2Label=Engine
+          cs2=23.620.1013 cs3Label=Product_Version cs3=14.0
+          cs4Label=CLF_ReasonCode cs4=virus log cs5Label=First_Action_Result
+          cs5=Unable to clean file cs6Label=Second_Action_Result cs6=File
+          quarantined cat=1703 dvchost=bbbbbb.manage.trendmicro.com
+          cn3Label=Overall_Risk_Rating cn3=1 fname=eicar_com (88).zip
+          filePath=C:\\\\Users\\\\Test\\\\Downloads\\\\ msg=eicar.com
+          dst=20.20.20.20 TMCMLogDetectedIP=10.10.10.10
+          fileHash=D27265074C9EAC2E2122ED69294DBC4D7CCE9141 deviceFacility=Apex
+          One ApexCentralHost=Standard Endpoint Protection Manager
+          devicePayloadId=101A111A0A0A-AA1A11AA-11A1-AAA1-1A11
+          TMCMdevicePlatform=Windows 11 10.0 (Build 22631) deviceNtDomain=N/A
+          dntdom=Workgroup\\\\ "'
+      grok:
+        supportRules: >-
+          extract_data_till_pipe_delimited %{regex("[^|]*")}
+
+          extract_key_value_pair %{data::keyvalue("=", "\\]\\[{}\"\" :;,/!''\\(\\)*~#&$%^?+\\\\")}
+        matchRules: trend_micro_vision_one_endpoint_security_rule
+          %{extract_data_till_pipe_delimited}\|%{extract_data_till_pipe_delimited}\|%{extract_data_till_pipe_delimited:application_name}\|%{extract_data_till_pipe_delimited:application_version}\|%{extract_data_till_pipe_delimited:event_id}\|%{extract_data_till_pipe_delimited:event_name}\|%{integer:syslog.severity}\|%{extract_key_value_pair}"
+    - type: grok-parser
+      name: Parsing the `rt` attribute to convert it into UNIX timestamp
+      enabled: true
+      source: rt
+      samples:
+        - Jul 01 2024 01:01:01 GMT+00:00
+      grok:
+        supportRules: ""
+        matchRules: convert_to_millisecond %{date("MMM dd yyyy HH:mm:ss zZZ"):rt}
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: date-remapper
+      name: Define `rt` as the official date of the log
+      enabled: true
+      sources:
+        - rt
+    - type: attribute-remapper
+      name: Map `act` to `action`
+      enabled: true
+      sources:
+        - act
+      sourceType: attribute
+      target: action
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `fname` to `file_name`
+      enabled: true
+      sources:
+        - fname
+      sourceType: attribute
+      target: file_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `request` to `url`
+      enabled: true
+      sources:
+        - request
+      sourceType: attribute
+      target: url
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cnt` to `no_of_detection`
+      enabled: true
+      sources:
+        - cnt
+      sourceType: attribute
+      target: no_of_detection
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `msg` to `subject`
+      enabled: true
+      sources:
+        - msg
+      sourceType: attribute
+      target: subject
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dntdom` to `domain_hierarchy`
+      enabled: true
+      sources:
+        - dntdom
+      sourceType: attribute
+      target: domain_hierarchy
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `fsize` to `trend_micro_vision_one_endpoint_security.file_size`
+      enabled: true
+      sources:
+        - fsize
+      sourceType: attribute
+      target: trend_micro_vision_one_endpoint_security.file_size
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `spt` to `network.client.port`
+      enabled: true
+      sources:
+        - spt
+      sourceType: attribute
+      target: network.client.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dpt` to `network.destination.port`
+      enabled: true
+      sources:
+        - dpt
+      sourceType: attribute
+      target: network.destination.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - name: Lookup for `reason` to `critical_threat_type` field
+      enabled: true
+      source: reason
+      target: critical_threat_type
+      lookupTable: |-
+        A,Known Advanced Persistent Threat (APT)
+        B,Social engineering attack
+        C,Vulnerability attack
+        D,Lateral movement
+        E,Unknown threats
+        F,C&C callback
+        G,Ransomware
+      type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Application Control logs
+      enabled: true
+      filter:
+        query: service:application-control
+      processors:
+        - type: attribute-remapper
+          name: Map `cs1` to `pattern_version`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: pattern_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `shost` to `source_host_name`
+          enabled: true
+          sources:
+            - shost
+          sourceType: attribute
+          target: source_host_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `endpoint_ip`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: endpoint_ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `process_command_line`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: process_command_line
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `rule_name`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: rule_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `policy_name`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: policy_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a3` to `client_ipv6_address`
+          enabled: true
+          sources:
+            - c6a3
+          sourceType: attribute
+          target: client_ipv6_address
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `client_status` field
+          enabled: true
+          source: cn1
+          target: client_status
+          lookupTable: |-
+            1,Rebuilding database
+            2,Online
+            3,Offline
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,Allowed
+            1,Blocked
+            2,Reported as allowed
+            3,Reported as blocked
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Attack Discovery Detection logs
+      enabled: true
+      filter:
+        query: service:attack-discovery-detections
+      processors:
+        - type: attribute-remapper
+          name: Map `cat` to `category`
+          enabled: true
+          sources:
+            - cat
+          sourceType: attribute
+          target: category
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `rule`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: rule
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `attack_discovery_object_information_1`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: attack_discovery_object_information_1
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `attack_discovery_object_information_2`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: attack_discovery_object_information_2
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `attack_discovery_object_information_3`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: attack_discovery_object_information_3
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `attack_discovery_object_information_4`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: attack_discovery_object_information_4
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn2` to `pattern_number`
+          enabled: true
+          sources:
+            - cn2
+          sourceType: attribute
+          target: pattern_number
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `risk_level` field
+          enabled: true
+          source: cn1
+          target: risk_level
+          lookupTable: |-
+            0,Unknown
+            100,Low
+            500,Medium
+            1000,High
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Behavior Monitoring logs
+      enabled: true
+      filter:
+        query: service:behavior-monitoring
+      processors:
+        - type: attribute-remapper
+          name: Map `cs2` to `policy_type`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: policy_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `event_type`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: event_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `operation`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: operation
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `risk_level`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: risk_level
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `risk_level` to `risk_level` field
+          enabled: true
+          source: risk_level
+          target: risk_level
+          lookupTable: |-
+            0,Low
+            1,High
+          type: lookup-processor
+        - type: attribute-remapper
+          name: Map `sproc` to `target_of_event`
+          enabled: true
+          sources:
+            - sproc
+          sourceType: attribute
+          target: target_of_event
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+    - type: pipeline
+      name: Remap attributes for C&C Callback logs
+      enabled: true
+      filter:
+        query: service:cnc-callback
+      processors:
+        - type: attribute-remapper
+          name: Map `src` to `network.client.ip`
+          enabled: true
+          sources:
+            - src
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dst` to `network.destination.ip`
+          enabled: true
+          sources:
+            - dst
+          sourceType: attribute
+          target: network.destination.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `product_version`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: product_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `domain_name`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: domain_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `policy_name`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: policy_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `callback_url`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: callback_url
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a2` to `endpoint_ipv6`
+          enabled: true
+          sources:
+            - c6a2
+          sourceType: attribute
+          target: endpoint_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a3` to `callback_ipv6`
+          enabled: true
+          sources:
+            - c6a3
+          sourceType: attribute
+          target: callback_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `risk_level` field
+          enabled: true
+          source: cn1
+          target: risk_level
+          lookupTable: |-
+            0,Unknown
+            1,Low
+            2,Medium
+            3,High
+          type: lookup-processor
+        - name: Lookup for `cn2` to `cnc_list_source` field
+          enabled: true
+          source: cn2
+          target: cnc_list_source
+          lookupTable: |-
+            0,Global List
+            1,Custom List
+            2,Custom List (User Defined)
+          type: lookup-processor
+        - name: Lookup for `cn3` to `callback_address_format` field
+          enabled: true
+          source: cn3
+          target: callback_address_format
+          lookupTable: |-
+            0,IP
+            1,IP
+            2,HTTP
+            3,SMTP
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,Unknown
+            1,Pass
+            2,Block
+            3,Monitor
+            4,Delete
+            5,Quarantine
+            6,Warn
+            7,Warn and continue
+            8,Override
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Content Violation logs
+      enabled: true
+      filter:
+        query: service:content-violation
+      processors:
+        - type: attribute-remapper
+          name: Map `dvchost` to `source_host_name`
+          enabled: true
+          sources:
+            - dvchost
+          sourceType: attribute
+          target: source_host_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `src` to `endpoint_ip`
+          enabled: true
+          sources:
+            - src
+          sourceType: attribute
+          target: endpoint_ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `suser` to `sender`
+          enabled: true
+          sources:
+            - suser
+          sourceType: attribute
+          target: sender
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `duser` to `recipient`
+          enabled: true
+          sources:
+            - duser
+          sourceType: attribute
+          target: recipient
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `shost` to `senders`
+          enabled: true
+          sources:
+            - shost
+          sourceType: attribute
+          target: senders
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dhost` to `recipients`
+          enabled: true
+          sources:
+            - dhost
+          sourceType: attribute
+          target: recipients
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `policy_settings`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: policy_settings
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `product_version`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: product_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `filter_type`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: filter_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `reason_code`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: reason_code
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `reason_code_source`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: reason_code_source
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `action` to `filter_action`
+          enabled: true
+          sources:
+            - action
+          sourceType: attribute
+          target: filter_action
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `filter_action` to `filter_action` field
+          enabled: true
+          source: filter_action
+          target: filter_action
+          lookupTable: |-
+            0,Unknown
+            1,N/A
+            2,Clean
+            3,Delete
+            4,Move
+            5,Rename
+            6,Pass/Log
+            7,Strip
+            8,Drop
+            9,Quarantine
+            10,Insert/Replace
+            11,Archive
+            12,Stamp
+            13,Block
+            14,Redirect mail for approval
+            81,Encrypted
+            90,Detect
+            257,Reset
+          type: lookup-processor
+        - type: attribute-remapper
+          name: Map `cs6` to `action`
+          enabled: true
+          sources:
+            - cs6
+          sourceType: attribute
+          target: action
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `severity_code` field
+          enabled: true
+          source: cn1
+          target: severity_code
+          lookupTable: |-
+            0,Unknown
+            1,Information
+            2,Warning
+            3,Error
+            4,Critical
+          type: lookup-processor
+        - name: Lookup for `cn2` to `filter_action_result` field
+          enabled: true
+          source: cn2
+          target: filter_action_result
+          lookupTable: >-
+            0,Unknown
+
+            1,N/A
+
+            21,File cleaned
+
+            22,File deleted
+
+            23,File quarantined
+
+            24,File renamed
+
+            25,File passed
+
+            26,Unable to clean file. Passed
+
+            27,Unable to clean file. File deleted
+
+            28,Unable to clean file. File renamed
+
+            29,Unable to clean file. File quarantined
+
+            31,Unable to clean file. File deleted
+
+            32,File replaced
+
+            34,File archived
+
+            35,Blocked successfully
+
+            36,Quarantined successfully
+
+            37,Added additional information to email message body successfully
+
+            38,File uploaded
+
+            39,Unable to clean file. File quarantined
+
+            40,Unable to clean file. Passed
+
+            41,Access denied
+
+            42,No action
+
+            43,System rebooted
+
+            44,Spyware/Grayware unsafe to clean
+
+            45,Scan manually stopped successfully
+
+            46,Email message redirected for approval successfully
+
+            81,Encrypted
+
+            121,Unable to clean file
+
+            122,Unable to delete file
+
+            123,Unable to quarantine file
+
+            124,Unable to rename file
+
+            125,Unable to pass file
+
+            126,Unable to clean or pass file
+
+            127,Unable to clean or delete file
+
+            128,Unable to clean or rename file
+
+            129,Unable to clean or quarantine file
+
+            130,Unable to delete attachment
+
+            131,Unable to clean or delete attachment
+
+            132,Unable to replace file content or Attachment name matched a content rule and the name changed
+
+            134,Unable to archive file
+
+            135,Unable to block file
+
+            136,Unable to quarantine file
+
+            137,Unable to add additional information to email message body
+
+            138,Unable to upload file
+
+            139,Unable to clean or quarantine file
+
+            140,Unable to clean or pass file
+
+            141,Unable to deny access
+
+            142,Unable to perform no action
+
+            143,Action required - Restart the endpoint to finish cleaning the security threat
+
+            144,Undefined
+
+            145,Unable to stop scan manually
+
+            146,Unable to redirect mail for approval
+
+            201,Action required - Perform a full system scan
+
+            202,Action required - Use the 'Rescue Disk' tool in the OfficeScan
+
+            203,Action required - Use the 'Rootkit Buster' tool in the OfficeScan ToolBox to remove this threat. If the problem persists then contact Support
+
+            204,Action required - Use the 'Clean Boot' tool in the OfficeScan ToolBox to remove this threat. If the problem persists then contact Support
+          type: lookup-processor
+        - name: Lookup for `filter_type` to `filter_type` field
+          enabled: true
+          source: filter_type
+          target: filter_type
+          lookupTable: |-
+            0,Unknown
+            1,ContentFilter
+            2,AttachmentFilter
+            3,StandardFilter
+            4,SizeFilter
+            5,DisclaimerMgr
+            6,SpamFilter
+            7,OPP
+            8,ImportFilter
+            9,PhishingFilter
+            10,UrlReputationFilter
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,Unknown
+            1,N/A
+            2,Deliver
+            3,Delete
+            4,Quarantine
+            5,Postpone
+            6,Forward
+            7,Replace
+            8,Archive
+            100,Strip
+            101,Pass
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Data Loss Prevention logs
+      enabled: true
+      filter:
+        query: service:data-loss-prevention
+      processors:
+        - type: attribute-remapper
+          name: Map `src` to `network.client.ip`
+          enabled: true
+          sources:
+            - src
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `suser` to `sender`
+          enabled: true
+          sources:
+            - suser
+          sourceType: attribute
+          target: sender
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `duser` to `recipients`
+          enabled: true
+          sources:
+            - duser
+          sourceType: attribute
+          target: recipients
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `policy_guid`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: policy_guid
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `policy_name`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: policy_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `endpoint_host_name`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: endpoint_host_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `incident_source`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: incident_source
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `rule_name`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: rule_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs6` to `template_name`
+          enabled: true
+          sources:
+            - cs6
+          sourceType: attribute
+          target: template_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `product_type`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: product_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn2` to `action` field
+          enabled: true
+          source: cn2
+          target: action
+          lookupTable: |-
+            -1,Not available
+            0,Blocked
+            1,Deleted
+            2,Delivered
+            3,Logged
+            4,Passed
+            5,Quarantined
+            6,Replaced
+            7,Archived
+            8,Archived (message body only)
+            9,Quarantined (message body only)
+            10,Passed (message body only)
+            11,Encrypted
+            12,Alerted (endpoint)
+            13,Alerted (server)
+            14,Data recorded
+            15,User justified
+            16,Handed off
+            17,Recipient altered
+            18,Blind carbon copied
+            19,Delivery postponed
+            20,Stamped
+            21,Attachment deleted
+            22,Subject tagged
+            23,X-header tagged
+            24,Decrypted
+            25,Re-encrypted
+            26,Tagged (mail)
+            27,Encrypted (user key)
+            28,Encrypted (group key)
+            29,Moved
+            30,Passed (encrypted)
+            31,Passed (user justified)
+            32,Blocked (Endpoint Encryption not installed)
+            33,Blocked (user justified)
+            34,Blocked (Endpoint Encryption logged off)
+            35,Blocked (Endpoint Encryption error)
+            36,web upload
+          type: lookup-processor
+        - name: Lookup for `cn3` to `channel_type` field
+          enabled: true
+          source: cn3
+          target: channel_type
+          lookupTable: |-
+            65535,Not available
+            0,Removable storage
+            1,SMB
+            2,Email
+            3,IM
+            4,FTP
+            5,HTTP
+            6,HTTPS
+            7,PGP
+            8,Data recorders
+            9,Printer
+            10,Clipboard
+            11,Sync
+            12,P2P
+            13,Webmail
+            14,Document management
+            15,Cloud storage
+            121,SMTP email
+            122,Exchange Client Mail
+            123,Lotus Note Email
+            130,Webmail (Yahoo! Mail)
+            131,Webmail (Hotmail)
+            132,Webmail (Gmail)
+            133,Webmail (AOL Mail)
+            140,IM (MSN)
+            141,IM (AIM)
+            142,IM (Yahoo Messenger)
+            143,IM (Skype)
+            191,P2P (BitTorrent)
+            192,P2P (EMule)
+            193,P2P (Winny)
+            194,P2P (HTCSYN)
+            195,P2P (iTunes)
+            196,Cloud storage (DropBox)
+            197,Cloud storage (Box)
+            198,Cloud storage (Google Drive)
+            199,Cloud storage (OneDrive)
+            200,Cloud storage (SugarSync)
+            201,Cloud storage (Hightail)
+            202,IM (QQ)
+            203,Webmail (other)
+            204,Cloud storage (Evernote)
+            211,Document management (SharePoint)
+          type: lookup-processor
+        - name: Lookup for `cfp1` to `forensic_file_can_be_downloaded` field
+          enabled: true
+          source: cfp1
+          target: forensic_file_can_be_downloaded
+          lookupTable: |-
+            0,No
+            1,Yes
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Device Access Control logs
+      enabled: true
+      filter:
+        query: service:device-access-control
+      processors:
+        - type: attribute-remapper
+          name: Map `cs1` to `host_name`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: host_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `product_id`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: product_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `sproc` to `target_process`
+          enabled: true
+          sources:
+            - sproc
+          sourceType: attribute
+          target: target_process
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn2` to `device_type` field
+          enabled: true
+          source: cn2
+          target: device_type
+          lookupTable: |-
+            0,USB storage device
+            1,Non-storage USB
+            2,CD/DVD
+            3,Floppy disks
+            4,Network driver
+          type: lookup-processor
+        - name: Lookup for `cn3` to `permission` field
+          enabled: true
+          source: cn3
+          target: permission
+          lookupTable: |-
+            0,Modify
+            1,Read and execute
+            2,List device content only
+            3,Floppy disks
+            4,Block
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Intrusion Prevention logs
+      enabled: true
+      filter:
+        query: service:intrusion-prevention
+      processors:
+        - type: attribute-remapper
+          name: Map `src` to `network.client.ip`
+          enabled: true
+          sources:
+            - src
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dst` to `network.destination.ip`
+          enabled: true
+          sources:
+            - dst
+          sourceType: attribute
+          target: network.destination.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `reason`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: reason
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `application_name`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: application_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `rule_id`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: rule_id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn3` to `trend_micro_vision_one_endpoint_security.priority`
+          enabled: true
+          sources:
+            - cn3
+          sourceType: attribute
+          target: trend_micro_vision_one_endpoint_security.priority
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a2` to `source_ipv6`
+          enabled: true
+          sources:
+            - c6a2
+          sourceType: attribute
+          target: source_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a3` to `destination_ipv6`
+          enabled: true
+          sources:
+            - c6a3
+          sourceType: attribute
+          target: destination_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn2` to `detection_mode` field
+          enabled: true
+          source: cn2
+          target: detection_mode
+          lookupTable: |-
+            0,No
+            1,Yes
+          defaultLookup: No
+          type: lookup-processor
+        - name: Lookup for `cn4` to `risk_level` field
+          enabled: true
+          source: cn4
+          target: risk_level
+          lookupTable: |-
+            1,Low
+            2,Medium
+            3,High
+            4,Critical
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,UNKNOWN
+            3,DELETE
+            6,LOG
+            10,INSERT/REPLACE
+            13,BLOCK
+            257,RESET
+          type: lookup-processor
+        - name: Lookup for `proto` to `proto` field
+          enabled: true
+          source: proto
+          target: proto
+          lookupTable: |-
+            28,ICMP
+            46,ICMPv6
+            10003,TCP
+            10004,UDP
+            10005,IGMP
+            10006,GGP
+            10007,PUP
+            10008,IDP
+            10009,ND
+            10010,RAW
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Network Content Inspection logs
+      enabled: true
+      filter:
+        query: service:network-content-inspection
+      processors:
+        - type: attribute-remapper
+          name: Map `src` to `network.client.ip`
+          enabled: true
+          sources:
+            - src
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dst` to `network.destination.ip`
+          enabled: true
+          sources:
+            - dst
+          sourceType: attribute
+          target: network.destination.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `threat_name`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: threat_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a2` to `local_ipv6`
+          enabled: true
+          sources:
+            - c6a2
+          sourceType: attribute
+          target: local_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a3` to `remote_ipv6`
+          enabled: true
+          sources:
+            - c6a3
+          sourceType: attribute
+          target: remote_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `pattern_type` field
+          enabled: true
+          source: cn1
+          target: pattern_type
+          lookupTable: |-
+            0,Global C&C pattern
+            1,Relevance rules
+            2,User-defined block list
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,Unknown
+            1,Pass
+            2,Block
+            3,Monitor
+            4,Delete
+            5,Quarantine
+            6,Warn
+            7,Warn and continue
+            8,Override
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Predictive Machine Learning logs
+      enabled: true
+      filter:
+        query: service:predictive-machine-learning
+      processors:
+        - type: attribute-remapper
+          name: Map `sproc` to `system_process`
+          enabled: true
+          sources:
+            - sproc
+          sourceType: attribute
+          target: system_process
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `shost` to `infected_endpoint`
+          enabled: true
+          sources:
+            - shost
+          sourceType: attribute
+          target: infected_endpoint
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dvchost` to `product_server`
+          enabled: true
+          sources:
+            - dvchost
+          sourceType: attribute
+          target: product_server
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `app` to `infection_channel`
+          enabled: true
+          sources:
+            - app
+          sourceType: attribute
+          target: infection_channel
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `detection_name`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: detection_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `infection_source`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: infection_source
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `process_command`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: process_command
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn3` to `trend_micro_vision_one_endpoint_security.threat_probability`
+          enabled: true
+          sources:
+            - cn3
+          sourceType: attribute
+          target: trend_micro_vision_one_endpoint_security.threat_probability
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `threat_type` field
+          enabled: true
+          source: cn1
+          target: threat_type
+          lookupTable: |-
+            35140,Adware
+            35141,Backdoor
+            35142,Browser modifier
+            35143,DDoS
+            35144,Dialer
+            35145,Exploit
+            35146,Hacking tool
+            35147,Joke program
+            35148,PUA
+            35149,Ransomware
+            35150,Rootkit
+            35151,Spyware
+            35152,Trojan
+            35153,Trojan clicker
+            35154,Trojan downloader
+            35155,Trojan dropper
+            35156,Trojan proxy
+            35157,Trojan spyware
+            35158,File infector
+            35159,Worm
+            35160,Boot
+          type: lookup-processor
+        - name: Lookup for `cn2` to `detection_type` field
+          enabled: true
+          source: cn2
+          target: detection_type
+          lookupTable: |-
+            0,File
+            1,Process
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: >-
+            0,Unknown
+
+            1,N/A
+
+            21,File cleaned
+
+            22,File deleted
+
+            23,File quarantined
+
+            24,File renamed
+
+            25,File passed
+
+            26,Unable to clean file. Passed
+
+            27,Unable to clean file. File deleted
+
+            28,Unable to clean file. File renamed
+
+            29,Unable to clean file. File quarantined
+
+            31,Unable to clean file. File deleted
+
+            32,File replaced
+
+            34,File archived
+
+            35,Blocked successfully
+
+            36,Quarantined successfully
+
+            37,Added additional information to email message body successfully
+
+            38,File uploaded
+
+            39,Unable to clean file. File quarantined
+
+            40,Unable to clean file. Passed
+
+            41,Access denied
+
+            42,No action
+
+            43,System rebooted
+
+            44,Spyware/Grayware unsafe to clean
+
+            45,Scan manually stopped successfully
+
+            46,Email message redirected for approval successfully
+
+            81,Encrypted
+
+            121,Unable to clean file
+
+            122,Unable to delete file
+
+            123,Unable to quarantine file
+
+            124,Unable to rename file
+
+            125,Unable to pass file
+
+            126,Unable to clean or pass file
+
+            127,Unable to clean or delete file
+
+            128,Unable to clean or rename file
+
+            129,Unable to clean or quarantine file
+
+            130,Unable to delete attachment
+
+            131,Unable to clean or delete attachment
+
+            132,Unable to replace file content or Attachment name matched a content rule and the name changed
+
+            134,Unable to archive file
+
+            135,Unable to block file
+
+            136,Unable to quarantine file
+
+            137,Unable to add additional information to email message body
+
+            138,Unable to upload file
+
+            139,Unable to clean or quarantine file
+
+            140,Unable to clean or pass file
+
+            141,Unable to deny access
+
+            142,Unable to perform no action
+
+            143,Action required - Restart the endpoint to finish cleaning the security threat
+
+            144,Undefined
+
+            145,Unable to stop scan manually
+
+            146,Unable to redirect mail for approval
+
+            201,Action required - Perform a full system scan
+
+            202,Action required - Use the 'Rescue Disk' tool in the OfficeScan
+
+            203,Action required - Use the 'Rootkit Buster' tool in the OfficeScan ToolBox to remove this threat. If the problem persists then contact Support
+
+            204,Action required - Use the 'Clean Boot' tool in the OfficeScan ToolBox to remove this threat. If the problem persists then contact Support
+          type: lookup-processor
+        - name: Lookup for `infection_channel` to `infection_channel` field
+          enabled: true
+          source: infection_channel
+          target: infection_channel
+          lookupTable: |-
+            0,Unknown
+            1,Local drive
+            2,Network drive
+            3,AutoRun files
+            10,Web
+            11,Email
+            999,Local or network drive
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Spyware/Grayware logs
+      enabled: true
+      filter:
+        query: service:spyware-grayware
+      processors:
+        - type: attribute-remapper
+          name: Map `cs1` to `virus_name`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: virus_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `engine_version`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: engine_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `action`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: action
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs6` to `pattern_version`
+          enabled: true
+          sources:
+            - cs6
+          sourceType: attribute
+          target: pattern_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `pattern_type`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: pattern_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn2` to `scan_type` field
+          enabled: true
+          source: cn2
+          target: scan_type
+          lookupTable: |-
+            0,Unknown
+            1,N/A
+            11,Real-time Scan
+            12,Manual Scan
+            13,Scheduled Scan
+            14,Real-time Mail Scan
+            15,Real-time Database Scan
+            16,Scan Now
+            17,Card Scan
+            18,Damage Cleanup Services
+            19,Storage Scan
+          defaultLookup: info
+          type: lookup-processor
+        - name: Lookup for `cn3` to `security_threat_type` field
+          enabled: true
+          source: cn3
+          target: security_threat_type
+          lookupTable: |-
+            0,Unknown
+            1,Trackware
+            2,Adware
+            3,Cookie
+            4,Dialer
+            5,Security low
+            6,General
+            7,Key logger
+            8,Trojan
+            9,Suspect
+            10,Hijack
+            11,Parasite
+            12,Browser Helper Object (BHO)
+            13,LSP
+            15,URL shortcut
+            16,Peer-to-Peer application
+            17,Worm
+            19,Downloader
+            20,Virus
+            21,Eulaware
+            22,Variant
+            23,Security medium
+            24,Security high
+            25,Vulnerability Assessment
+          defaultLookup: info
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Suspicious File Information logs
+      enabled: true
+      filter:
+        query: service:suspicious-file-information
+      processors:
+        - type: attribute-remapper
+          name: Map `cs2` to `file_type`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: file_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `file_path`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: file_path
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `product_version`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: product_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn2` to `cnc_list_source` field
+          enabled: true
+          source: cn2
+          target: cnc_list_source
+          lookupTable: |-
+            0,Sandbox
+            1,User-defined
+          type: lookup-processor
+        - name: Lookup for `cn3` to `scan_type` field
+          enabled: true
+          source: cn3
+          target: scan_type
+          lookupTable: |-
+            1,Scheduled scan
+            2,Manual scan
+            3,Scan now
+            4,Real-time scan
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            1,Log
+            2,Block
+            3,Quarantine
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Virtual Analyzer Detections logs
+      enabled: true
+      filter:
+        query: service:virtual-analyzer-detections
+      processors:
+        - type: attribute-remapper
+          name: Map `dvchost` to `product_server`
+          enabled: true
+          sources:
+            - dvchost
+          sourceType: attribute
+          target: product_server
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `security_threat_name`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: security_threat_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `security_threat_type`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: security_threat_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `cloud_storage_vendor`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: cloud_storage_vendor
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `risk_level` field
+          enabled: true
+          source: cn1
+          target: risk_level
+          lookupTable: |-
+            0,No Risk
+            1,Low
+            2,Medium
+            3,High
+            9999,Unknown
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Virus/Malware logs
+      enabled: true
+      filter:
+        query: service:virus-malware
+      processors:
+        - type: attribute-remapper
+          name: Map `event_name` to `malware_name`
+          enabled: true
+          sources:
+            - event_name
+          sourceType: attribute
+          target: malware_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `dvchost` to `product_server`
+          enabled: true
+          sources:
+            - dvchost
+          sourceType: attribute
+          target: product_server
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `scan_type`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: scan_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `engine_version`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: engine_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs3` to `product_version`
+          enabled: true
+          sources:
+            - cs3
+          sourceType: attribute
+          target: product_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `reason_code`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: reason_code
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `first_action_result`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: first_action_result
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs6` to `second_action_result`
+          enabled: true
+          sources:
+            - cs6
+          sourceType: attribute
+          target: second_action_result
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn1` to `pattern_version`
+          enabled: true
+          sources:
+            - cn1
+          sourceType: attribute
+          target: pattern_version
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn3` to `risk_level` field
+          enabled: true
+          source: cn3
+          target: risk_level
+          lookupTable: |-
+            0,Low
+            1,Low
+            2,Medium
+            3,High
+          type: lookup-processor
+        - name: Lookup for `cn2` to `second_action` field
+          enabled: true
+          source: cn2
+          target: second_action
+          lookupTable: |-
+            0,Unknown
+            1,N/A
+            2,Clean
+            3,Delete
+            4,Move
+            5,Rename
+            6,Pass/Log
+            7,Strip
+            8,Drop
+            9,Quarantine
+            10,Insert/Replace
+            11,Archive
+            12,Stamp
+            13,Block
+            14,Redirect mail for approval
+            81,Encrypted
+            90,Detect
+            257,Reset
+          type: lookup-processor
+        - name: Lookup for `scan_type` to `scan_type` field
+          enabled: true
+          source: scan_type
+          target: scan_type
+          lookupTable: |-
+            0,Unknown
+            1,N/A
+            11,Real-time Scan
+            12,Manual Scan
+            13,Scheduled Scan
+            16,Scan Now
+            17,Card Scan
+            18,Damage Cleanup Services
+            19,Storage Scan
+          type: lookup-processor
+    - type: pipeline
+      name: Remap attributes for Web Violation logs
+      enabled: true
+      filter:
+        query: service:web-violation
+      processors:
+        - type: attribute-remapper
+          name: Map `dst` to `network.destination.ip`
+          enabled: true
+          sources:
+            - dst
+          sourceType: attribute
+          target: network.destination.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cat` to `filter_blocking_type`
+          enabled: true
+          sources:
+            - cat
+          sourceType: attribute
+          target: filter_blocking_type
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs1` to `policy_name`
+          enabled: true
+          sources:
+            - cs1
+          sourceType: attribute
+          target: policy_name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs2` to `blocking_rule`
+          enabled: true
+          sources:
+            - cs2
+          sourceType: attribute
+          target: blocking_rule
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs4` to `reason_code`
+          enabled: true
+          sources:
+            - cs4
+          sourceType: attribute
+          target: reason_code
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cs5` to `reason_code_source`
+          enabled: true
+          sources:
+            - cs5
+          sourceType: attribute
+          target: reason_code_source
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `cn3` to `trend_micro_vision_one_endpoint_security.reputation_score`
+          enabled: true
+          sources:
+            - cn3
+          sourceType: attribute
+          target: trend_micro_vision_one_endpoint_security.reputation_score
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `c6a2` to `client_ipv6`
+          enabled: true
+          sources:
+            - c6a2
+          sourceType: attribute
+          target: client_ipv6
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup for `cn1` to `severity_code` field
+          enabled: true
+          source: cn1
+          target: severity_code
+          lookupTable: |-
+            0,Unknown
+            1,Information
+            2,Warning
+            3,Error
+            4,Critical
+          type: lookup-processor
+        - name: Lookup for `cn2` to `risk_level` field
+          enabled: true
+          source: cn2
+          target: risk_level
+          lookupTable: |-
+            100,High
+            300,Medium high
+            500,Medium
+            700,Medium low
+            900,Low
+          type: lookup-processor
+        - name: Lookup for `action` to `action` field
+          enabled: true
+          source: action
+          target: action
+          lookupTable: |-
+            0,Unknown
+            1,Pass
+            2,Block
+            3,Monitor
+            4,Delete
+            5,Quarantine
+            6,Warn
+            7,Warn and continue
+            8,Override
+          type: lookup-processor
+        - name: Lookup for `filter_blocking_type` to `filter_blocking_type` field
+          enabled: true
+          source: filter_blocking_type
+          target: filter_blocking_type
+          lookupTable: |-
+            0,Unknown
+            1,File name
+            2,Webmail site
+            3,Web server
+            4,URL pattern
+            5,Java/VB script
+            6,True file type
+            7,User-defined
+            8,Server-defined
+            9,Web policy
+            11,Phishing
+            12,Phishing/Spyware/Grayware
+            13,Phishing/Virus/Malware accomplice
+            14,Phishing/Forged signature
+            15,Phishing/Disease vector
+            16,Phishing/Malicious applet
+            17,Phishing reputation
+            20,IP translation policy
+            21,Java scanning policy
+            22,Malicious mobile code policy
+            31,Pharming
+            32,URL blocking
+            33,URL filtering
+            34,Client IP blocking
+            35,Destination port blocking
+            36,Web reputation
+            41,Unsupported file type
+            42,Exceeds total file count limit
+            43,Exceeds file size limit
+            44,Exceeds decompression layer limit
+            45,Exceeds decompression time frame
+            46,Exceeds compression ratio limit
+            47,Password protected file
+            48,Restricted spyware/grayware type
+            60,String pattern
+            70,HTTP inspection
+            -1,Virus/Malware
+            -2,Spyware/Grayware
+            -3,Network virus
+            -4,IntelliTrap
+            -5,Suspicious virus/malware
+            -6,Suspicious spyware/grayware
+            -7,Fraud
+            -8,Suspicious behavior
+          type: lookup-processor
+    - type: grok-parser
+      name: Convert `senders` field into an array
+      enabled: true
+      source: senders
+      samples:
+        - user1@example.com
+        - user1@example.com;user2@example.com
+      grok:
+        supportRules: ""
+        matchRules: senders_rule %{notSpace:senders:array("", ";")}
+    - type: grok-parser
+      name: Convert `recipients` field into an array
+      enabled: true
+      source: recipients
+      samples:
+        - user1@example.com
+        - user1@example.com;user2@example.com
+      grok:
+        supportRules: ""
+        matchRules: recipients_rule %{notSpace:recipients:array("", ";")}
+    - type: attribute-remapper
+      name: Map `TMCMLogDetectedIP` to `endpoint_ip`
+      enabled: true
+      sources:
+        - TMCMLogDetectedIP
+      sourceType: attribute
+      target: endpoint_ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: geo-ip-parser
+      name: Extracting geolocation information from the client IP
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: geo-ip-parser
+      name: Extracting geolocation information from the destination IP
+      enabled: true
+      sources:
+        - network.destination.ip
+      target: network.destination.geoip
+      ip_processing_behavior: do-nothing
+    - type: attribute-remapper
+      name: Map `suser` to `client_user_name`
+      enabled: true
+      sources:
+        - suser
+      sourceType: attribute
+      target: client_user_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `duser` to `usr.name`
+      enabled: true
+      sources:
+        - duser
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `smac` to `source_mac`
+      enabled: true
+      sources:
+        - smac
+      sourceType: attribute
+      target: source_mac
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `dmac` to `destination_mac`
+      enabled: true
+      sources:
+        - dmac
+      sourceType: attribute
+      target: destination_mac
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `TMCMLogDetectedHost` to `source_host_name`
+      enabled: true
+      sources:
+        - TMCMLogDetectedHost
+      sourceType: attribute
+      target: source_host_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cat` to `log_type`
+      enabled: true
+      sources:
+        - cat
+      sourceType: attribute
+      target: log_type
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `sproc` to `process_name`
+      enabled: true
+      sources:
+        - sproc
+      sourceType: attribute
+      target: process_name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `c6a3` to `endpoint_ipv6`
+      enabled: true
+      sources:
+        - c6a3
+      sourceType: attribute
+      target: endpoint_ipv6
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `app` to `protocol`
+      enabled: true
+      sources:
+        - app
+      sourceType: attribute
+      target: protocol
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - name: Lookup for `protocol` to `protocol` field
+      enabled: true
+      source: protocol
+      target: protocol
+      lookupTable: |-
+        0,Unknown
+        1,SMTP
+        2,POP3
+        3,IRC
+        4,DNS Response
+        5,HTTP
+        6,FTP
+        7,TFTP
+        8,SMB
+        9,Windows Live Messenger (MSN)
+        10,AIM
+        11,Yahoo! Messenger
+        12,Gmail
+        13,Yahoo! Mail
+        14,Windows Live Hotmail
+        15,RDP
+        16,DHCP
+        17,Telnet
+        18,LDAP
+        19,File transfer
+        20,SSH
+        21,Dameware
+        22,VNC
+        23,Cisco Telnet
+        24,Kerberos
+        25,DCE RPC
+        26,SQL
+        27,pcAnywhere
+        28,ICMP
+        29,SNMP
+        30,Virus pattern TCP
+        31,Virus pattern UDP
+        32,HTTPS
+        33,SMB2
+        34,MMS
+        35,IMAP4
+        36,RADIUS
+        37,Radmin
+        38,FTP_Response
+        48,RTSP/RTP-UDP
+        49,RTSP/RTP-TCP
+        50,RTSP/RDT-UDP
+        51,RTSP/RDT-TCP
+        52,WMSP
+        53,SHOUTCast
+        54,RTMP
+        68,DNS Request
+        256,BitTorrent
+        257,Kazaa
+        258,Limewire
+        259,Bearshare
+        260,Bluester
+        261,Edonkey emule
+        262,Edonkey2000
+        263,Filezilla
+        264,Guncleus
+        265,Gnutella
+        266,Winny
+        267,Napster
+        268,Morpheus
+        269,Napster
+        270,Shareaza
+        271,WinMX
+        272,Mldonkey
+        273,Direct Connect
+        274,Soulseek
+        275,OpenAP
+        276,Kuro
+        277,Imesh
+        278,Skype
+        279,Google Talk
+        317,Cabos
+        318,Zultrax
+        319,Foxy
+        320,eDonkey
+        321,Ares
+        322,Miranda
+        323,Kceasy
+        324,MoodAmp
+        325,Deepnet Explorer
+        326,FreeWire
+        327,Gimme
+        328,GnucDNA GWebCache
+        329,Jubster
+        330,MyNapster
+        331,Nova GWebCache
+        332,Swapper GWebCache
+        333,Xnap
+        334,Xolox
+        335,Ppstream
+        640,AIM Express
+        641,Chikka SMS Messenger
+        642,eBuddy
+        643,ICQ2Go
+        644,ILoveIM Web Messenger
+        645,IMUnitive
+        646,Mabber
+        647,Meebo
+        648,Yahoo! Web Messenger
+        848,SIP2
+        1024,GPass
+        10001,IP
+        10002,ARP
+        10003,TCP
+        10004,UDP
+        10005,IGMP
+        60,ORACLE
+        44,MySQL
+        520,MSSQL
+        337,Postgres
+        41,ICMPv6
+        10006,GGP
+        10007,PUP
+        10008,IDP
+        10009,ND
+        10010,RAW
+      type: lookup-processor
+    - name: Lookup for `deviceDirection` to `deviceDirection` field
+      enabled: true
+      source: deviceDirection
+      target: deviceDirection
+      lookupTable: |-
+        0,None
+        1,Inbound
+        2,Outbound
+      type: lookup-processor
+    - name: Lookup for `syslog.severity` to `severity` field
+      enabled: true
+      source: syslog.severity
+      target: severity
+      lookupTable: 3,info
+      defaultLookup: info
+      type: lookup-processor
+    - name: Lookup for `risk_level` to `severity` field
+      enabled: true
+      source: risk_level
+      target: severity
+      lookupTable: |-
+        Critical,critical
+        High,error
+        Medium,warning
+        Low,info
+      defaultLookup: info
+      type: lookup-processor
+    - name: Lookup for `severity_code` to `severity` field
+      enabled: true
+      source: severity_code
+      target: severity
+      lookupTable: |-
+        Critical,critical
+        Error,error
+        Warning,warning
+        Information,info
+        Unknown,info
+      defaultLookup: info
+      type: lookup-processor
+    - type: status-remapper
+      name: Define `severity` as the official status of the log
+      enabled: true
+      sources:
+        - severity
+    - type: attribute-remapper
+      name: Map `cs1Label` to `attributeLabels.cs1Label`
+      enabled: true
+      sources:
+        - cs1Label
+      sourceType: attribute
+      target: attributeLabels.cs1Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cs2Label` to `attributeLabels.cs2Label`
+      enabled: true
+      sources:
+        - cs2Label
+      sourceType: attribute
+      target: attributeLabels.cs2Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cs3Label` to `attributeLabels.cs3Label`
+      enabled: true
+      sources:
+        - cs3Label
+      sourceType: attribute
+      target: attributeLabels.cs3Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cs4Label` to `attributeLabels.cs4Label`
+      enabled: true
+      sources:
+        - cs4Label
+      sourceType: attribute
+      target: attributeLabels.cs4Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cs5Label` to `attributeLabels.cs5Label`
+      enabled: true
+      sources:
+        - cs5Label
+      sourceType: attribute
+      target: attributeLabels.cs5Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cs6Label` to `attributeLabels.cs6Label`
+      enabled: true
+      sources:
+        - cs6Label
+      sourceType: attribute
+      target: attributeLabels.cs6Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cn1Label` to `attributeLabels.cn1Label`
+      enabled: true
+      sources:
+        - cn1Label
+      sourceType: attribute
+      target: attributeLabels.cn1Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cn2Label` to `attributeLabels.cn2Label`
+      enabled: true
+      sources:
+        - cn2Label
+      sourceType: attribute
+      target: attributeLabels.cn2Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cn3Label` to `attributeLabels.cn3Label`
+      enabled: true
+      sources:
+        - cn3Label
+      sourceType: attribute
+      target: attributeLabels.cn3Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cn4Label` to `attributeLabels.cn4Label`
+      enabled: true
+      sources:
+        - cn4Label
+      sourceType: attribute
+      target: attributeLabels.cn4Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `c6a1Label` to `attributeLabels.c6a1Label`
+      enabled: true
+      sources:
+        - c6a1Label
+      sourceType: attribute
+      target: attributeLabels.c6a1Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `c6a2Label` to `attributeLabels.c6a2Label`
+      enabled: true
+      sources:
+        - c6a2Label
+      sourceType: attribute
+      target: attributeLabels.c6a2Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `c6a3Label` to `attributeLabels.c6a3Label`
+      enabled: true
+      sources:
+        - c6a3Label
+      sourceType: attribute
+      target: attributeLabels.c6a3Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `cfp1Label` to `attributeLabels.cfp1Label`
+      enabled: true
+      sources:
+        - cfp1Label
+      sourceType: attribute
+      target: attributeLabels.cfp1Label
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
diff --git a/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security_tests.yaml b/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security_tests.yaml
new file mode 100644
index 0000000000000..96b2bc524db3e
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/logs/trend-micro-vision-one-endpoint-security_tests.yaml
@@ -0,0 +1,748 @@
+id: trend-micro-vision-one-endpoint-security
+tests:
+  - sample: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700211|Attack Discovery Detections|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 dhost=VCAC-Window-331 dst=10.10.10.10 customerExternalID=8c1e2d8f-a03b-47ea-aef8-5aeab99ea697 cn1Label=SLF_RiskLevel cn1=0 cn2Label=SLF_PatternNumber cn2=30.1012.00 cs1Label=SLF_RuleID cs1=powershell invoke expression cat=point of entry cs2Label=SLF_ADEObjectGroup_Info_1 cs2=process - code9.exe - {USER: administrator09} deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=VCAC-Window-331 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+    service: "attack-discovery-detections"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attack_discovery_object_information_1: "process - code9.exe - {USER: administrator09}"
+        attributeLabels:
+          cn1Label: "SLF_RiskLevel"
+          cn2Label: "SLF_PatternNumber"
+          cs1Label: "SLF_RuleID"
+          cs2Label: "SLF_ADEObjectGroup_Info_1"
+        category: "point of entry"
+        cn1: 0
+        customerExternalID: "8c1e2d8f-a03b-47ea-aef8-5aeab99ea697"
+        deviceExternalId: 1
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        dhost: "VCAC-Window-331"
+        domain_hierarchy: "OSCEDomain1"
+        dst: "10.10.10.10"
+        endpoint_ip: "10.10.10.10"
+        event_id: "700211"
+        event_name: "Attack Discovery Detections"
+        pattern_number: "30.1012.00"
+        risk_level: "Unknown"
+        rt: 1719828610000
+        rule: "powershell invoke expression"
+        severity: "info"
+        source_host_name: "VCAC-Window-331"
+        syslog:
+          severity: 3
+      message: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700211|Attack Discovery Detections|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 dhost=VCAC-Window-331 dst=10.10.10.10 customerExternalID=8c1e2d8f-a03b-47ea-aef8-5aeab99ea697 cn1Label=SLF_RiskLevel cn1=0 cn2Label=SLF_PatternNumber cn2=30.1012.00 cs1Label=SLF_RuleID cs1=powershell invoke expression cat=point of entry cs2Label=SLF_ADEObjectGroup_Info_1 cs2=process - code9.exe - {USER: administrator09} deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=VCAC-Window-331 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+      service: "attack-discovery-detections"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|BM:1000|Behavior Monitoring|3|rt=Jul 01 2024 10:10:10 GMT+00:00 dvchost=localhost cs5Label=Risk_Level cs5=1 cs2Label=Policy cs2=Threat Behavior Analysis sproc=subject cs3Label=Event_Type cs3=File system TMCMLogTarget=HKCU\\\\Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run\\\\COM+ act=Ask cs4Label=Operation cs4=Create Process shost=shost1 src=10.10.10.10 deviceFacility=Apex One reason=G deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "behavior-monitoring"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMLogTarget: "HKCU\\\\Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run\\\\COM+"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Ask"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cs2Label: "Policy"
+          cs3Label: "Event_Type"
+          cs4Label: "Operation"
+          cs5Label: "Risk_Level"
+        critical_threat_type: "Ransomware"
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "localhost"
+        endpoint_ip: "10.10.10.10"
+        event_id: "BM:1000"
+        event_name: "Behavior Monitoring"
+        event_type: "File system"
+        operation: "Create Process"
+        policy_type: "Threat Behavior Analysis"
+        reason: "G"
+        risk_level: "High"
+        rt: 1719828610000
+        severity: "error"
+        shost: "shost1"
+        source_host_name: "shost1"
+        src: "10.10.10.10"
+        syslog:
+          severity: 3
+        target_of_event: "subject"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|BM:1000|Behavior Monitoring|3|rt=Jul 01 2024 10:10:10 GMT+00:00 dvchost=localhost cs5Label=Risk_Level cs5=1 cs2Label=Policy cs2=Threat Behavior Analysis sproc=subject cs3Label=Event_Type cs3=File system TMCMLogTarget=HKCU\\\\Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run\\\\COM+ act=Ask cs4Label=Operation cs4=Create Process shost=shost1 src=10.10.10.10 deviceFacility=Apex One reason=G deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "behavior-monitoring"
+      status: "error"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|CnC:Block|CnC Callback|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1756 deviceFacility=Apex One cs2Label=EI_ProductVersion cs2=11.0 shost=ApexOneClient01 src=20.20.20.20 cs3Label=SLF_DomainName cs3=DOMAIN act=Block cn1Label=SLF_CCCA_RiskLevel cn1=1 cn2Label=SLF_CCCA_DetectionSource cn2=1 cn3Label=SLF_CCCA_DestinationFormat cn3=1 dst=30.30.30.30 deviceProcessName=C:\\\\Program Files (x86)\\\\Internet Explorer\\\\iexplore.exe deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 dvchost=localhost TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 deviceDirection=0 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "cnc-callback"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Block"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "SLF_CCCA_RiskLevel"
+          cn2Label: "SLF_CCCA_DetectionSource"
+          cn3Label: "SLF_CCCA_DestinationFormat"
+          cs2Label: "EI_ProductVersion"
+          cs3Label: "SLF_DomainName"
+        callback_address_format: "IP"
+        cn1: 1
+        cn2: 1
+        cn3: 1
+        cnc_list_source: "Custom List"
+        deviceDirection: "None"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        deviceProcessName: "C:\\\\Program Files (x86)\\\\Internet Explorer\\\\iexplore.exe"
+        domain_hierarchy: "OSCEDomain1"
+        domain_name: "DOMAIN"
+        dvchost: "localhost"
+        endpoint_ip: "10.10.10.10"
+        event_id: "CnC:Block"
+        event_name: "CnC Callback"
+        log_type: 1756
+        network:
+          client:
+            geoip: {}
+            ip: "20.20.20.20"
+          destination:
+            geoip: {}
+            ip: "30.30.30.30"
+        product_version: 11.0
+        risk_level: "Low"
+        rt: 1719828610000
+        severity: "info"
+        shost: "ApexOneClient01"
+        source_host_name: "ApexOneClient01"
+        syslog:
+          severity: 3
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|CnC:Block|CnC Callback|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1756 deviceFacility=Apex One cs2Label=EI_ProductVersion cs2=11.0 shost=ApexOneClient01 src=20.20.20.20 cs3Label=SLF_DomainName cs3=DOMAIN act=Block cn1Label=SLF_CCCA_RiskLevel cn1=1 cn2Label=SLF_CCCA_DetectionSource cn2=1 cn3Label=SLF_CCCA_DestinationFormat cn3=1 dst=30.30.30.30 deviceProcessName=C:\\\\Program Files (x86)\\\\Internet Explorer\\\\iexplore.exe deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 dvchost=localhost TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 deviceDirection=0 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "cnc-callback"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|MS:Clean|This is a policyname|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 dhost=user@test.com duser=user@test.com act=Clean cs1Label=Policy_Settings cs1=This is policy content cs2Label=CLF_ProductVersion cs2=3.2 cs3Label=Filter_Type cs3=URL reputation filter cs5Label=CLF_ReasonCodeSource cs5=20 cs6Label=Action_on_Message cs6=0 cat=1705 dvchost=ApexOneClient01 cn1Label=Severity cn1=2 TMCMLogSeverity=Second scan engine fname=NE_AEP.1550 msg=plain_qp_no8_av1u_NE_AEP.1550 shost=user2@test.com suser=user2@test.com cn2Label=Filter_Action_Result cn2=21 deviceFacility=Deep Discovery Email Inspector src=20.20.20.20 reason=B ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+    service: "content-violation"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMLogSeverity: "Second scan engine"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Unknown"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Severity"
+          cn2Label: "Filter_Action_Result"
+          cs1Label: "Policy_Settings"
+          cs2Label: "CLF_ProductVersion"
+          cs3Label: "Filter_Type"
+          cs5Label: "CLF_ReasonCodeSource"
+          cs6Label: "Action_on_Message"
+        cn1: 2
+        cn2: 21
+        critical_threat_type: "Social engineering attack"
+        deviceExternalId: 1
+        deviceFacility: "Deep Discovery Email Inspector"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        endpoint_ip: "20.20.20.20"
+        event_id: "MS:Clean"
+        event_name: "This is a policyname"
+        file_name: "NE_AEP.1550"
+        filter_action: "Clean"
+        filter_action_result: "File cleaned"
+        filter_type: "URL reputation filter"
+        log_type: 1705
+        policy_settings: "This is policy content"
+        product_version: 3.2
+        reason: "B"
+        reason_code_source: 20
+        recipient: "user@test.com"
+        recipients:
+          - "user@test.com"
+        rt: 1719828610000
+        sender: "user2@test.com"
+        senders:
+          - "user2@test.com"
+        severity: "warning"
+        severity_code: "Warning"
+        source_host_name: "ApexOneClient01"
+        subject: "plain_qp_no8_av1u_NE_AEP.1550"
+        syslog:
+          severity: 3
+      message: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|MS:Clean|This is a policyname|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 dhost=user@test.com duser=user@test.com act=Clean cs1Label=Policy_Settings cs1=This is policy content cs2Label=CLF_ProductVersion cs2=3.2 cs3Label=Filter_Type cs3=URL reputation filter cs5Label=CLF_ReasonCodeSource cs5=20 cs6Label=Action_on_Message cs6=0 cat=1705 dvchost=ApexOneClient01 cn1Label=Severity cn1=2 TMCMLogSeverity=Second scan engine fname=NE_AEP.1550 msg=plain_qp_no8_av1u_NE_AEP.1550 shost=user2@test.com suser=user2@test.com cn2Label=Filter_Action_Result cn2=21 deviceFacility=Deep Discovery Email Inspector src=20.20.20.20 reason=B ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+      service: "content-violation"
+      status: "warn"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700106|Data Loss Prevention|3|cs3Label=Product_Entity/Endpoint cs3=Sample_Host cs2Label=Policy cs2=N/A cn1Label=Product cn1=15 rt=Jul 01 2024 10:10:10 GMT+00:00 src=20.20.20.20 smac=34-E6-D7-84-BC-7F shost=shost1 cs4Label=Incident_Source_(AD_Account) cs4=12467 filePath=D:\\\\2. DRIVER\\\\drivers WIN7\\\\Drivers\\\\DP_CardReader_14032.7z\\\\O2Micro\\\\FORCED\\\\6x86\\\\ fname=O2MDFvst.INF cs5Label=Rule cs5=SAMPLE RULE SET cs6Label=Template cs6=Apex One policy cn3Label=Channel cn3=0 cn2Label=Action cn2=4 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 externalId=101 cfp1Label=ForensicFileAvailable cfp1=0 dvchost=localhost TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "data-loss-prevention"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Passed"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cfp1Label: "ForensicFileAvailable"
+          cn1Label: "Product"
+          cn2Label: "Action"
+          cn3Label: "Channel"
+          cs2Label: "Policy"
+          cs3Label: "Product_Entity/Endpoint"
+          cs4Label: "Incident_Source_(AD_Account)"
+          cs5Label: "Rule"
+          cs6Label: "Template"
+        cfp1: 0
+        channel_type: "Removable storage"
+        cn2: 4
+        cn3: 0
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "localhost"
+        endpoint_host_name: "Sample_Host"
+        endpoint_ip: "10.10.10.10"
+        event_id: "700106"
+        event_name: "Data Loss Prevention"
+        externalId: 101
+        filePath: "D:\\\\2. DRIVER\\\\drivers WIN7\\\\Drivers\\\\DP_CardReader_14032.7z\\\\O2Micro\\\\FORCED\\\\6x86\\\\"
+        file_name: "O2MDFvst.INF"
+        forensic_file_can_be_downloaded: "No"
+        incident_source: 12467
+        network:
+          client:
+            geoip: {}
+            ip: "20.20.20.20"
+        policy_name: "N/A"
+        product_type: 15
+        rt: 1719828610000
+        rule_name: "SAMPLE RULE SET"
+        severity: "info"
+        shost: "shost1"
+        source_host_name: "ApexOneClient01"
+        source_mac: "34-E6-D7-84-BC-7F"
+        syslog:
+          severity: 3
+        template_name: "Apex One policy"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700106|Data Loss Prevention|3|cs3Label=Product_Entity/Endpoint cs3=Sample_Host cs2Label=Policy cs2=N/A cn1Label=Product cn1=15 rt=Jul 01 2024 10:10:10 GMT+00:00 src=20.20.20.20 smac=34-E6-D7-84-BC-7F shost=shost1 cs4Label=Incident_Source_(AD_Account) cs4=12467 filePath=D:\\\\2. DRIVER\\\\drivers WIN7\\\\Drivers\\\\DP_CardReader_14032.7z\\\\O2Micro\\\\FORCED\\\\6x86\\\\ fname=O2MDFvst.INF cs5Label=Rule cs5=SAMPLE RULE SET cs6Label=Template cs6=Apex One policy cn3Label=Channel cn3=0 cn2Label=Action cn2=4 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 externalId=101 cfp1Label=ForensicFileAvailable cfp1=0 dvchost=localhost TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "data-loss-prevention"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700107|Device Access Control|3|rt=Jul 01 2024 10:10:10 GMT+00:00 cs1Label=Product_Entity/Endpoint cs1=Sample_Host shost=shost1 dvchost=localhost cn1Label=Product cn1=15 sproc=C:\\\\Windows\\\\explorer.exe fname=F:\\\\Autorun.inf cn2Label=Device_Type cn2=0 cn3Label=Permission cn3=3 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "device-access-control"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Product"
+          cn2Label: "Device_Type"
+          cn3Label: "Permission"
+          cs1Label: "Product_Entity/Endpoint"
+        cn2: 0
+        cn3: 3
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        device_type: "USB storage device"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "localhost"
+        endpoint_ip: "10.10.10.10"
+        event_id: "700107"
+        event_name: "Device Access Control"
+        file_name: "F:\\\\Autorun.inf"
+        host_name: "Sample_Host"
+        permission: "Floppy disks"
+        product_id: 15
+        rt: 1719828610000
+        severity: "info"
+        shost: "shost1"
+        source_host_name: "shost1"
+        syslog:
+          severity: 3
+        target_process: "C:\\\\Windows\\\\explorer.exe"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|700107|Device Access Control|3|rt=Jul 01 2024 10:10:10 GMT+00:00 cs1Label=Product_Entity/Endpoint cs1=Sample_Host shost=shost1 dvchost=localhost cn1Label=Product cn1=15 sproc=C:\\\\Windows\\\\explorer.exe fname=F:\\\\Autorun.inf cn2Label=Device_Type cn2=0 cn3Label=Permission cn3=3 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "device-access-control"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|EAC:1|Endpoint Application Control Violation Information|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cs1Label=Version cs1=1.299.00 suser=TMCM\\\\QA cs2Label=ApplicationControlEvent_ClientIPAddress_V4 cs2=20.20.20.20 cn1Label=Connection_Status cn1=0 fileHash=c0869b72C5606D22D92A6AC986686BB87485A25b fname=P2P_TEST.exe cs3Label=Command cs3=C:\\\\P2P_TEST.exe duser=QA cs4Label=Rule cs4=Test cs5Label=Policy cs5=TestPolicy act=Blocked deviceFacility=Trend Micro Endpoint Application Control deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "application-control"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Blocked"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Connection_Status"
+          cs1Label: "Version"
+          cs2Label: "ApplicationControlEvent_ClientIPAddress_V4"
+          cs3Label: "Command"
+          cs4Label: "Rule"
+          cs5Label: "Policy"
+        client_user_name: "TMCM\\\\QA"
+        cn1: 0
+        deviceExternalId: 1
+        deviceFacility: "Trend Micro Endpoint Application Control"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        domain_hierarchy: "OSCEDomain1"
+        endpoint_ip: "20.20.20.20"
+        event_id: "EAC:1"
+        event_name: "Endpoint Application Control Violation Information"
+        fileHash: "c0869b72C5606D22D92A6AC986686BB87485A25b"
+        file_name: "P2P_TEST.exe"
+        pattern_version: "1.299.00"
+        policy_name: "TestPolicy"
+        process_command_line: "C:\\\\P2P_TEST.exe"
+        rt: 1719828610000
+        rule_name: "Test"
+        severity: "info"
+        syslog:
+          severity: 3
+        usr:
+          name: "QA"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|EAC:1|Endpoint Application Control Violation Information|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cs1Label=Version cs1=1.299.00 suser=TMCM\\\\QA cs2Label=ApplicationControlEvent_ClientIPAddress_V4 cs2=20.20.20.20 cn1Label=Connection_Status cn1=0 fileHash=c0869b72C5606D22D92A6AC986686BB87485A25b fname=P2P_TEST.exe cs3Label=Command cs3=C:\\\\P2P_TEST.exe duser=QA cs4Label=Rule cs4=Test cs5Label=Policy cs5=TestPolicy act=Blocked deviceFacility=Trend Micro Endpoint Application Control deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "application-control"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|Log|Intrusion Prevention|3|rt=Jul 01 2024 10:10:10 GMT+00:00 dvchost=OSCEClient23 deviceFacility=Apex One act=Log src=20.20.20.20 dst=30.30.30.30 smac=54-BF-64-84-7F-09 spt=89 dmac=54-BF-64-84-7F-19 dpt=449 cn2Label=Mode cn2=0 deviceDirection=Inbound cn3Label=Priority cn3=1 cn4Label=Severity cn4=1 proto=10009 cs2Label=Application_Type cs2=N/A cn1Label=Rule cn1=1009549 cs1Label=Reason/Rule cs1=1009549 - Detected Terminal Services (RDP) Server Traffic - 1 (ATT&CK T1015,T1043,T1076,T1048,T1032,T1071) cnt=1 deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+    service: "intrusion-prevention"
+    result:
+      custom:
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Log"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Rule"
+          cn2Label: "Mode"
+          cn3Label: "Priority"
+          cn4Label: "Severity"
+          cs1Label: "Reason/Rule"
+          cs2Label: "Application_Type"
+        cn2: 0
+        cn4: 1
+        destination_mac: "54-BF-64-84-7F-19"
+        detection_mode: "No"
+        deviceDirection: "Inbound"
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "OSCEClient23"
+        endpoint_ip: "10.10.10.10"
+        event_id: "Log"
+        event_name: "Intrusion Prevention"
+        network:
+          client:
+            geoip: {}
+            ip: "20.20.20.20"
+            port: 89
+          destination:
+            geoip: {}
+            ip: "30.30.30.30"
+            port: 449
+        no_of_detection: 1
+        proto: "ND"
+        reason: "1009549 - Detected Terminal Services (RDP) Server Traffic - 1 (ATT&CK T1015,T1043,T1076,T1048,T1032,T1071)"
+        risk_level: "Low"
+        rt: 1719828610000
+        rule_id: 1009549
+        severity: "info"
+        source_host_name: "shost1"
+        source_mac: "54-BF-64-84-7F-09"
+        syslog:
+          severity: 3
+        trend_micro_vision_one_endpoint_security:
+          priority: 1
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|Log|Intrusion Prevention|3|rt=Jul 01 2024 10:10:10 GMT+00:00 dvchost=OSCEClient23 deviceFacility=Apex One act=Log src=20.20.20.20 dst=30.30.30.30 smac=54-BF-64-84-7F-09 spt=89 dmac=54-BF-64-84-7F-19 dpt=449 cn2Label=Mode cn2=0 deviceDirection=Inbound cn3Label=Priority cn3=1 cn4Label=Severity cn4=1 proto=10009 cs2Label=Application_Type cs2=N/A cn1Label=Rule cn1=1009549 cs1Label=Reason/Rule cs1=1009549 - Detected Terminal Services (RDP) Server Traffic - 1 (ATT&CK T1015,T1043,T1076,T1048,T1032,T1071) cnt=1 deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "intrusion-prevention"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|PML:File cleaned|Detection01|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 deviceFacility=15 dvchost=OSCE01 cn1Label=ThreatType cn1=1 cs2Label=DetectionName cs2=Detection01 shost=10.0.0.1 suser=Sample_Domain\\\\Sample_User cn2Label=DetectionType cn2=0 filePath=C:\\\\test01\\\\aaa.exe fname=aaa.exe deviceCustomDate1Label=FileCreationDate deviceCustomDate1=Jul 01 2024 00:01:00 GMT+00:00 sproc=notepad.exe cs4Label=ProcessCommandLine cs4=notepad.exe -test duser=admin01 app=1 cs3Label=InfectionLocation cs3=https://10.1.1.1 dst=10.10.10.10 cn3Label=Confidence cn3=81 act=21 fileHash=177750B65A21A9043105FD0820B85B58CF148A01 dhost=OSCEClient11 reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=OSCEClient11 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "predictive-machine-learning"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "File cleaned"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "ThreatType"
+          cn2Label: "DetectionType"
+          cn3Label: "Confidence"
+          cs2Label: "DetectionName"
+          cs3Label: "InfectionLocation"
+          cs4Label: "ProcessCommandLine"
+        client_user_name: "Sample_Domain\\\\Sample_User"
+        cn1: 1
+        cn2: 0
+        critical_threat_type: "Unknown threats"
+        detection_name: "Detection01"
+        detection_type: "File"
+        deviceCustomDate1: "Jul 01 2024 00:01:00 GMT+00:00"
+        deviceCustomDate1Label: "FileCreationDate"
+        deviceExternalId: 1
+        deviceFacility: 15
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        dhost: "OSCEClient11"
+        domain_hierarchy: "OSCEDomain1"
+        dst: "10.10.10.10"
+        endpoint_ip: "10.10.10.10"
+        event_id: "PML:File cleaned"
+        event_name: "Detection01"
+        fileHash: "177750B65A21A9043105FD0820B85B58CF148A01"
+        filePath: "C:\\\\test01\\\\aaa.exe"
+        file_name: "aaa.exe"
+        infected_endpoint: "10.0.0.1"
+        infection_channel: "Local drive"
+        infection_source: "https://10.1.1.1"
+        process_command: "notepad.exe -test"
+        product_server: "OSCE01"
+        reason: "E"
+        rt: 1719828610000
+        severity: "info"
+        source_host_name: "OSCEClient11"
+        syslog:
+          severity: 3
+        system_process: "notepad.exe"
+        trend_micro_vision_one_endpoint_security:
+          threat_probability: 81
+        usr:
+          name: "admin01"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|PML:File cleaned|Detection01|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 deviceFacility=15 dvchost=OSCE01 cn1Label=ThreatType cn1=1 cs2Label=DetectionName cs2=Detection01 shost=10.0.0.1 suser=Sample_Domain\\\\Sample_User cn2Label=DetectionType cn2=0 filePath=C:\\\\test01\\\\aaa.exe fname=aaa.exe deviceCustomDate1Label=FileCreationDate deviceCustomDate1=Jul 01 2024 00:01:00 GMT+00:00 sproc=notepad.exe cs4Label=ProcessCommandLine cs4=notepad.exe -test duser=admin01 app=1 cs3Label=InfectionLocation cs3=https://10.1.1.1 dst=10.10.10.10 cn3Label=Confidence cn3=81 act=21 fileHash=177750B65A21A9043105FD0820B85B58CF148A01 dhost=OSCEClient11 reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=OSCEClient11 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "predictive-machine-learning"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|NCIE:Pass|Suspicious Connection|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1756 deviceFacility=Apex One deviceProcessName=C:\\\\Windows\\\\system32\\\\svchost-1.exe act=Pass src=20.20.20.20 dst=30.30.30.30 spt=54594 dpt=80 deviceDirection=None cn1Label=SLF_PatternType cn1=2 cs2Label=NCIE_ThreatName cs2=Malicious_identified_CnC_querying_on_UDP_detected reason=F deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 dvchost=shost1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "network-content-inspection"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Pass"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "SLF_PatternType"
+          cs2Label: "NCIE_ThreatName"
+        cn1: 2
+        critical_threat_type: "C&C callback"
+        deviceDirection: "None"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        deviceProcessName: "C:\\\\Windows\\\\system32\\\\svchost-1.exe"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "shost1"
+        endpoint_ip: "10.10.10.10"
+        event_id: "NCIE:Pass"
+        event_name: "Suspicious Connection"
+        log_type: 1756
+        network:
+          client:
+            geoip: {}
+            ip: "20.20.20.20"
+            port: 54594
+          destination:
+            geoip: {}
+            ip: "30.30.30.30"
+            port: 80
+        pattern_type: "User-defined block list"
+        reason: "F"
+        rt: 1719828610000
+        severity: "info"
+        source_host_name: "shost1"
+        syslog:
+          severity: 3
+        threat_name: "Malicious_identified_CnC_querying_on_UDP_detected"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|NCIE:Pass|Suspicious Connection|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1756 deviceFacility=Apex One deviceProcessName=C:\\\\Windows\\\\system32\\\\svchost-1.exe act=Pass src=20.20.20.20 dst=30.30.30.30 spt=54594 dpt=80 deviceDirection=None cn1Label=SLF_PatternType cn1=2 cs2Label=NCIE_ThreatName cs2=Malicious_identified_CnC_querying_on_UDP_detected reason=F deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 dvchost=shost1 TMCMLogDetectedHost=shost1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "network-content-inspection"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|VAD|VAN_RANSOMWARE.umxxhelloransom_abc|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 deviceFacility=Apex One dvchost=OSCE01 dhost=Isolate-ClientA dst=10.10.101.0 app=1 sourceServiceName=Test1@trend.com.tw destinationServiceName=Test2@tmcm.extbeta.com;Test3@tmcm.extbeta.com sproc=VA fileHash=3395856CE81F2B7382DEE72602F798B642F14140 fname=C:\\\\\\\\QA_Log.zip request=http://127.1.1.1 cs1Label=Security_Threat cs1=VAN_RANSOMWARE.umxxhelloransom_abc cn1Label=Risk_Level cn1=0 cs2Label=Threat_Categories cs2=Anti-security, self-preservation cs3Label=Cloud_Service_Vendor cs3=Google Drive reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=OSCEClient TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "virtual-analyzer-detections"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Risk_Level"
+          cs1Label: "Security_Threat"
+          cs2Label: "Threat_Categories"
+          cs3Label: "Cloud_Service_Vendor"
+        cloud_storage_vendor: "Google Drive"
+        cn1: 0
+        critical_threat_type: "Unknown threats"
+        destinationServiceName: "Test2@tmcm.extbeta.com;Test3@tmcm.extbeta.com"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        dhost: "Isolate-ClientA"
+        domain_hierarchy: "OSCEDomain1"
+        dst: "10.10.101.0"
+        endpoint_ip: "10.10.10.10"
+        event_id: "VAD"
+        event_name: "VAN_RANSOMWARE.umxxhelloransom_abc"
+        fileHash: "3395856CE81F2B7382DEE72602F798B642F14140"
+        file_name: "C:\\\\\\\\QA_Log.zip"
+        process_name: "VA"
+        product_server: "OSCE01"
+        protocol: "SMTP"
+        reason: "E"
+        risk_level: "No Risk"
+        rt: 1719828610000
+        security_threat_name: "VAN_RANSOMWARE.umxxhelloransom_abc"
+        security_threat_type: "Anti-security, self-preservation"
+        severity: "info"
+        sourceServiceName: "Test1@trend.com.tw"
+        source_host_name: "OSCEClient"
+        syslog:
+          severity: 3
+        url: "http://127.1.1.1"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|VAD|VAN_RANSOMWARE.umxxhelloransom_abc|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 deviceFacility=Apex One dvchost=OSCE01 dhost=Isolate-ClientA dst=10.10.101.0 app=1 sourceServiceName=Test1@trend.com.tw destinationServiceName=Test2@tmcm.extbeta.com;Test3@tmcm.extbeta.com sproc=VA fileHash=3395856CE81F2B7382DEE72602F798B642F14140 fname=C:\\\\\\\\QA_Log.zip request=http://127.1.1.1 cs1Label=Security_Threat cs1=VAN_RANSOMWARE.umxxhelloransom_abc cn1Label=Risk_Level cn1=0 cs2Label=Threat_Categories cs2=Anti-security, self-preservation cs3Label=Cloud_Service_Vendor cs3=Google Drive reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=OSCEClient TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "virtual-analyzer-detections"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|Spyware Detected|Spyware Detected|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cnt=1 dhost=ApexOneClient01 cn1Label=PatternType cn1=1073741840 cs1Label=VirusName cs1=ADW_OPENCANDY cs2Label=EngineVersion cs2=6.2.3027 cs5Label=ActionResult cs5=Reboot system successfully cs6Label=PatternVersion cs6=1297 cat=1727 dvchost=ApexOneClient01 fname=F:\\\\Malware\\\\psas\\\\rsrc2.bin filePath=F:\\\\Malware\\\\psas\\\\rsrc2.bin dst=10.10.10.10 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "spyware-grayware"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Reboot system successfully"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "PatternType"
+          cs1Label: "VirusName"
+          cs2Label: "EngineVersion"
+          cs5Label: "ActionResult"
+          cs6Label: "PatternVersion"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        dhost: "ApexOneClient01"
+        domain_hierarchy: "OSCEDomain1"
+        dst: "10.10.10.10"
+        dvchost: "ApexOneClient01"
+        endpoint_ip: "10.10.10.10"
+        engine_version: "6.2.3027"
+        event_id: "Spyware Detected"
+        event_name: "Spyware Detected"
+        filePath: "F:\\\\Malware\\\\psas\\\\rsrc2.bin"
+        file_name: "F:\\\\Malware\\\\psas\\\\rsrc2.bin"
+        log_type: 1727
+        no_of_detection: 1
+        pattern_type: 1073741840
+        pattern_version: 1297
+        rt: 1719828610000
+        severity: "info"
+        source_host_name: "ApexOneClient01"
+        syslog:
+          severity: 3
+        virus_name: "ADW_OPENCANDY"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|Spyware Detected|Spyware Detected|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cnt=1 dhost=ApexOneClient01 cn1Label=PatternType cn1=1073741840 cs1Label=VirusName cs1=ADW_OPENCANDY cs2Label=EngineVersion cs2=6.2.3027 cs5Label=ActionResult cs5=Reboot system successfully cs6Label=PatternVersion cs6=1297 cat=1727 dvchost=ApexOneClient01 fname=F:\\\\Malware\\\\psas\\\\rsrc2.bin filePath=F:\\\\Malware\\\\psas\\\\rsrc2.bin dst=10.10.10.10 deviceFacility=Apex One deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=ApexOneClient01 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "spyware-grayware"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|FH:Log|Suspicious Files|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1766 deviceFacility=Apex One cn1Label=SLF_ProductVersion cn1=11 dst=10.10.10.10 dhost=APEX-ONE-CLIENT-1 cs2Label=SLF_TrueFileType cs2=SLF_TrueFileType fileHash=D6712CAE5EC821F910E14945153AE7871AA536CA cs3Label=SLF_FileSource cs3=C:\\\\Users\\\\Administrator\\\\Desktop\\\\BT-SHA1-SAMPLE\\\\ cn2Label=SLF_SourceType cn2=0 act=Log cn3Label=SLF_ScanType cn3=1 reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=APEX-ONE-CLIENT-1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+    service: "suspicious-file-information"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Log"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "SLF_ProductVersion"
+          cn2Label: "SLF_SourceType"
+          cn3Label: "SLF_ScanType"
+          cs2Label: "SLF_TrueFileType"
+          cs3Label: "SLF_FileSource"
+        cn2: 0
+        cn3: 1
+        cnc_list_source: "Sandbox"
+        critical_threat_type: "Unknown threats"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        dhost: "APEX-ONE-CLIENT-1"
+        domain_hierarchy: "OSCEDomain1"
+        dst: "10.10.10.10"
+        endpoint_ip: "10.10.10.10"
+        event_id: "FH:Log"
+        event_name: "Suspicious Files"
+        fileHash: "D6712CAE5EC821F910E14945153AE7871AA536CA"
+        file_path: "C:\\\\Users\\\\Administrator\\\\Desktop\\\\BT-SHA1-SAMPLE\\\\"
+        file_type: "SLF_TrueFileType"
+        log_type: 1766
+        product_version: 11
+        reason: "E"
+        rt: 1719828610000
+        scan_type: "Scheduled scan"
+        severity: "info"
+        source_host_name: "APEX-ONE-CLIENT-1"
+        syslog:
+          severity: 3
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|FH:Log|Suspicious Files|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cat=1766 deviceFacility=Apex One cn1Label=SLF_ProductVersion cn1=11 dst=10.10.10.10 dhost=APEX-ONE-CLIENT-1 cs2Label=SLF_TrueFileType cs2=SLF_TrueFileType fileHash=D6712CAE5EC821F910E14945153AE7871AA536CA cs3Label=SLF_FileSource cs3=C:\\\\Users\\\\Administrator\\\\Desktop\\\\BT-SHA1-SAMPLE\\\\ cn2Label=SLF_SourceType cn2=0 act=Log cn3Label=SLF_ScanType cn3=1 reason=E deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=APEX-ONE-CLIENT-1 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "suspicious-file-information"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|AV:File quarantined|Eicar_test_file|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cnt=1 dhost=ASSETTAG-EID TMCMLogDetectedHost=ASSETTAG-EID duser=ASSETTAG-EID\\\\\\\\TEST act=File quarantined cn1Label=Pattern cn1=1947100 cn2Label=Second_Action cn2=4 cs1Label=VLF_FunctionCode cs1=Real-time Scan cs2Label=Engine cs2=23.620.1013 cs3Label=Product_Version cs3=14.0 cs4Label=CLF_ReasonCode cs4=virus log cs5Label=First_Action_Result cs5=Unable to clean file cs6Label=Second_Action_Result cs6=File quarantined cat=1703 dvchost=bbbbbb.manage.trendmicro.com cn3Label=Overall_Risk_Rating cn3=1 fname=eicar_com (88).zip filePath=C:\\\\\\\\Users\\\\\\\\Test\\\\\\\\Downloads\\\\\\\\ msg=eicar.com dst=20.20.20.20 TMCMLogDetectedIP=10.10.10.10 fileHash=D27265074C9EAC2E2122ED69294DBC4D7CCE9141 deviceFacility=Apex One ApexCentralHost=Standard Endpoint Protection Manager devicePayloadId=101A111A0A0A-AA1A11AA-11A1-AAA1-1A11 TMCMdevicePlatform=Windows 11 10.0 (Build 22631) deviceNtDomain=N/A dntdom=Workgroup\\\\\\\\ \""
+    service: "virus-malware"
+    result:
+      custom:
+        ApexCentralHost: "Standard Endpoint Protection Manager"
+        TMCMdevicePlatform: "Windows 11 10.0 (Build 22631)"
+        action: "File quarantined"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cn1Label: "Pattern"
+          cn2Label: "Second_Action"
+          cn3Label: "Overall_Risk_Rating"
+          cs1Label: "VLF_FunctionCode"
+          cs2Label: "Engine"
+          cs3Label: "Product_Version"
+          cs4Label: "CLF_ReasonCode"
+          cs5Label: "First_Action_Result"
+          cs6Label: "Second_Action_Result"
+        cn2: 4
+        cn3: 1
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "N/A"
+        devicePayloadId: "101A111A0A0A-AA1A11AA-11A1-AAA1-1A11"
+        dhost: "ASSETTAG-EID"
+        domain_hierarchy: "Workgroup\\\\\\\\"
+        dst: "20.20.20.20"
+        endpoint_ip: "10.10.10.10"
+        engine_version: "23.620.1013"
+        event_id: "AV:File quarantined"
+        fileHash: "D27265074C9EAC2E2122ED69294DBC4D7CCE9141"
+        filePath: "C:\\\\\\\\Users\\\\\\\\Test\\\\\\\\Downloads\\\\\\\\"
+        file_name: "eicar_com (88).zip"
+        first_action_result: "Unable to clean file"
+        log_type: 1703
+        malware_name: "Eicar_test_file"
+        no_of_detection: 1
+        pattern_version: 1947100
+        product_server: "bbbbbb.manage.trendmicro.com"
+        product_version: 14.0
+        reason_code: "virus log"
+        risk_level: "Low"
+        rt: 1719828610000
+        scan_type: "Real-time Scan"
+        second_action: "Move"
+        second_action_result: "File quarantined"
+        severity: "info"
+        source_host_name: "ASSETTAG-EID"
+        subject: "eicar.com"
+        syslog:
+          severity: 3
+        usr:
+          name: "ASSETTAG-EID\\\\\\\\TEST"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|AV:File quarantined|Eicar_test_file|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 cnt=1 dhost=ASSETTAG-EID TMCMLogDetectedHost=ASSETTAG-EID duser=ASSETTAG-EID\\\\\\\\TEST act=File quarantined cn1Label=Pattern cn1=1947100 cn2Label=Second_Action cn2=4 cs1Label=VLF_FunctionCode cs1=Real-time Scan cs2Label=Engine cs2=23.620.1013 cs3Label=Product_Version cs3=14.0 cs4Label=CLF_ReasonCode cs4=virus log cs5Label=First_Action_Result cs5=Unable to clean file cs6Label=Second_Action_Result cs6=File quarantined cat=1703 dvchost=bbbbbb.manage.trendmicro.com cn3Label=Overall_Risk_Rating cn3=1 fname=eicar_com (88).zip filePath=C:\\\\\\\\Users\\\\\\\\Test\\\\\\\\Downloads\\\\\\\\ msg=eicar.com dst=20.20.20.20 TMCMLogDetectedIP=10.10.10.10 fileHash=D27265074C9EAC2E2122ED69294DBC4D7CCE9141 deviceFacility=Apex One ApexCentralHost=Standard Endpoint Protection Manager devicePayloadId=101A111A0A0A-AA1A11AA-11A1-AAA1-1A11 TMCMdevicePlatform=Windows 11 10.0 (Build 22631) deviceNtDomain=N/A dntdom=Workgroup\\\\\\\\ \""
+      service: "virus-malware"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
+  - sample: '"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|WB:7|7|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 app=17 cntLabel=AggregatedCount cnt=1 dpt=80 act=1 src=10.10.10.10 cs1Label=SLF_PolicyName cs1=External User Policy deviceDirection=2 cat=7 dvchost=ApexOneClient08 fname=test.txt request=http://example.com deviceFacility=Apex One shost=ABC-HOST-WKS12 reason=G deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=ABC-HOST-WKS12 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1"'
+    service: "web-violation"
+    result:
+      custom:
+        ApexCentralHost: "TW-CHRIS-W2019"
+        TMCMdevicePlatform: "Windows 7 6.1 (Build 7601) Service Pack 1"
+        action: "Pass"
+        application_name: "Apex Central"
+        application_version: "2019"
+        attributeLabels:
+          cs1Label: "SLF_PolicyName"
+        cntLabel: "AggregatedCount"
+        critical_threat_type: "Ransomware"
+        deviceDirection: "Outbound"
+        deviceExternalId: 1
+        deviceFacility: "Apex One"
+        deviceNtDomain: "APEXTMCM"
+        devicePayloadId: "1C00290C0360-9CDE11EB-D4B8-F51F-C697"
+        domain_hierarchy: "OSCEDomain1"
+        dvchost: "ApexOneClient08"
+        endpoint_ip: "10.10.10.10"
+        event_id: "WB:7"
+        event_name: "7"
+        file_name: "test.txt"
+        filter_blocking_type: "User-defined"
+        network:
+          destination:
+            port: 80
+        no_of_detection: 1
+        policy_name: "External User Policy"
+        protocol: "Telnet"
+        reason: "G"
+        rt: 1719828610000
+        severity: "info"
+        shost: "ABC-HOST-WKS12"
+        source_host_name: "ABC-HOST-WKS12"
+        src: "10.10.10.10"
+        syslog:
+          severity: 3
+        url: "http://example.com"
+      message: "\"Jul 01 2024 20:20:20 aaaaaa.manage.trendmicro.com CEF:0|Trend Micro|Apex Central|2019|WB:7|7|3|deviceExternalId=1 rt=Jul 01 2024 10:10:10 GMT+00:00 app=17 cntLabel=AggregatedCount cnt=1 dpt=80 act=1 src=10.10.10.10 cs1Label=SLF_PolicyName cs1=External User Policy deviceDirection=2 cat=7 dvchost=ApexOneClient08 fname=test.txt request=http://example.com deviceFacility=Apex One shost=ABC-HOST-WKS12 reason=G deviceNtDomain=APEXTMCM dntdom=OSCEDomain1 TMCMLogDetectedHost=ABC-HOST-WKS12 TMCMLogDetectedIP=10.10.10.10 ApexCentralHost=TW-CHRIS-W2019 devicePayloadId=1C00290C0360-9CDE11EB-D4B8-F51F-C697 TMCMdevicePlatform=Windows 7 6.1 (Build 7601) Service Pack 1\""
+      service: "web-violation"
+      status: "info"
+      tags:
+        - "source:LOGS_SOURCE"
+      timestamp: 1719828610000
diff --git a/trend_micro_vision_one_endpoint_security/assets/trend_micro_vision_one_endpoint_security.svg b/trend_micro_vision_one_endpoint_security/assets/trend_micro_vision_one_endpoint_security.svg
new file mode 100644
index 0000000000000..825ee24b34063
--- /dev/null
+++ b/trend_micro_vision_one_endpoint_security/assets/trend_micro_vision_one_endpoint_security.svg
@@ -0,0 +1,52 @@
+<svg id="Group_2769" data-name="Group 2769" xmlns="http://www.w3.org/2000/svg"
+  xmlns:xlink="http://www.w3.org/1999/xlink" width="144.704" height="30.5" viewBox="0 0 144.704 30.5">
+  <defs>
+    <clipPath id="clip-path">
+      <rect id="Rectangle_1015" data-name="Rectangle 1015" width="144.704" height="30.5" fill="none" />
+    </clipPath>
+  </defs>
+  <g id="Group_2768" data-name="Group 2768" clip-path="url(#clip-path)">
+    <path id="Path_1419" data-name="Path 1419"
+      d="M30.507,15.258A15.248,15.248,0,1,1,15.258.01,15.248,15.248,0,0,1,30.507,15.258"
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+      fill="#d71920" />
+    <path id="Path_1421" data-name="Path 1421"
+      d="M39.771,31.045A15.249,15.249,0,0,1,13.49,41.571c3.346,2.3,10.16.735,16.177-3.965,5.957-4.653,9.125-10.808,7.8-14.626a15.18,15.18,0,0,1,2.3,8.065"
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+    <rect id="Rectangle_1014" data-name="Rectangle 1014" width="4.438" height="0.869"
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+      d="M431.92,49.07a1.343,1.343,0,0,1,.206.516,3.337,3.337,0,0,1,.062.644,2.328,2.328,0,0,1-.122.757,1.672,1.672,0,0,1-.4.632,1.968,1.968,0,0,1-.716.435,3.154,3.154,0,0,1-1.069.163,3.006,3.006,0,0,1-1.095-.178,2.067,2.067,0,0,1-.71-.469,1.735,1.735,0,0,1-.388-.644,2.27,2.27,0,0,1-.119-.71,3.427,3.427,0,0,1,.053-.644,2.33,2.33,0,0,1,.122-.435l.735.172a1.262,1.262,0,0,0-.1.347,3.045,3.045,0,0,0-.031.485,1.049,1.049,0,0,0,.375.844,1.756,1.756,0,0,0,1.166.322,2.433,2.433,0,0,0,.625-.075,1.3,1.3,0,0,0,.482-.231,1.094,1.094,0,0,0,.316-.388,1.216,1.216,0,0,0,.109-.538,1.756,1.756,0,0,0-.056-.482,1.387,1.387,0,0,0-.144-.344l.707-.175Z"
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+      transform="translate(-293.907 -24.137)" fill="#000" />
+    <path id="Path_1425" data-name="Path 1425"
+      d="M429.878,25.085a2.638,2.638,0,0,1-1.707-.488,1.7,1.7,0,0,1-.6-1.395,1.936,1.936,0,0,1,.166-.832,1.522,1.522,0,0,1,.472-.588,1.975,1.975,0,0,1,.729-.35,3.689,3.689,0,0,1,.944-.113,2.63,2.63,0,0,1,1.711.491,1.691,1.691,0,0,1,.6,1.392,1.985,1.985,0,0,1-.163.838,1.55,1.55,0,0,1-.469.588,2.1,2.1,0,0,1-.729.347,3.674,3.674,0,0,1-.948.116Zm0-.913a3.163,3.163,0,0,0,.619-.056,1.579,1.579,0,0,0,.485-.175.929.929,0,0,0,.319-.3.9.9,0,0,0-.247-1.154,2.1,2.1,0,0,0-1.176-.253,3.3,3.3,0,0,0-.6.053,1.812,1.812,0,0,0-.491.169.914.914,0,0,0-.328.3.845.845,0,0,0-.116.45.826.826,0,0,0,.372.719,2.093,2.093,0,0,0,1.16.253Z"
+      transform="translate(-293.858 -14.653)" fill="#000" />
+    <path id="Path_1426" data-name="Path 1426" d="M450.832,21.58h-.71V23.46h-.278V21.58h-.7v-.25h1.692Z"
+      transform="translate(-308.683 -14.66)" fill="#000" />
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+      d="M458.26,23.46h-.269V21.677l-.619,1.783h-.253l-.607-1.814-.006,1.814h-.275V21.33h.422l.507,1.507s.022.063.056.178a.644.644,0,0,1,.041.141l.119-.344.51-1.482h.375Z"
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+      d="M236.65,21.32h13.9v3.221h-9.741V29.1h8.963v3.218h-8.963v5.163h10.035V40.7H236.65Z"
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+      d="M367.835,21.318h-6.6V40.7h6.6c6.045.053,9.8-2.955,9.8-9.691s-3.756-9.748-9.8-9.688m-.288,16.158H365.4V24.689h2.152c4.935-.056,5.663,3.23,5.663,6.317s-.729,6.53-5.663,6.47"
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+  </g>
+</svg>
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diff --git a/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_data_loss_prevention.png b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_data_loss_prevention.png
new file mode 100644
index 0000000000000..a0fbeba757afa
Binary files /dev/null and b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_data_loss_prevention.png differ
diff --git a/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_network_events.png b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_network_events.png
new file mode 100644
index 0000000000000..838562674c0fe
Binary files /dev/null and b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_network_events.png differ
diff --git a/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_overview.png b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_overview.png
new file mode 100644
index 0000000000000..d9446c3971e52
Binary files /dev/null and b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_overview.png differ
diff --git a/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_system_events.png b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_system_events.png
new file mode 100644
index 0000000000000..250c490d1f770
Binary files /dev/null and b/trend_micro_vision_one_endpoint_security/images/trend_micro_vision_one_endpoint_security_system_events.png differ
diff --git a/trend_micro_vision_one_endpoint_security/manifest.json b/trend_micro_vision_one_endpoint_security/manifest.json
index 930607e2147a7..5a1f16e0b9f72 100644
--- a/trend_micro_vision_one_endpoint_security/manifest.json
+++ b/trend_micro_vision_one_endpoint_security/manifest.json
@@ -10,7 +10,28 @@
     "changelog": "CHANGELOG.md",
     "description": "Gain insights into Trend Micro Vision One Endpoint Security logs",
     "title": "Trend Micro Vision One Endpoint Security",
-    "media": [],
+    "media": [
+      {
+        "caption": "Trend Micro Vision One Endpoint Security - Overview",
+        "image_url": "images/trend_micro_vision_one_endpoint_security_overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Trend Micro Vision One Endpoint Security - System Events",
+        "image_url": "images/trend_micro_vision_one_endpoint_security_system_events.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Trend Micro Vision One Endpoint Security - Network Events",
+        "image_url": "images/trend_micro_vision_one_endpoint_security_network_events.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Trend Micro Vision One Endpoint Security - Data Loss Prevention",
+        "image_url": "images/trend_micro_vision_one_endpoint_security_data_loss_prevention.png",
+        "media_type": "image"
+      } 
+    ],
     "classifier_tags": [
       "Category::Log Collection",
       "Category::Security",
@@ -30,6 +51,12 @@
         "metadata_path": "assets/service_checks.json"
       }
     },
+    "dashboards": {
+      "Trend Micro Vision One Endpoint Security - Overview": "assets/dashboards/trend_micro_vision_one_endpoint_security_overview.json",
+      "Trend Micro Vision One Endpoint Security - System Events": "assets/dashboards/trend_micro_vision_one_endpoint_security_system_events.json",
+      "Trend Micro Vision One Endpoint Security - Network Events": "assets/dashboards/trend_micro_vision_one_endpoint_security_network_events.json",
+      "Trend Micro Vision One Endpoint Security - Data Loss Prevention": "assets/dashboards/trend_micro_vision_one_endpoint_security_data_loss_prevention.json"
+    },
     "logs": {
       "source": "trend-micro-vision-one-endpoint-security"
     }
diff --git a/trend_micro_vision_one_xdr/CHANGELOG.md b/trend_micro_vision_one_xdr/CHANGELOG.md
index ad58f16d9618d..ea8d6fcdffd9a 100644
--- a/trend_micro_vision_one_xdr/CHANGELOG.md
+++ b/trend_micro_vision_one_xdr/CHANGELOG.md
@@ -1,6 +1,6 @@
 # CHANGELOG - trend-micro-vision-one-xdr
 
-## 1.0.0 / 2024-08-06
+## 1.0.0 / 2024-08-20
 
 ***Added***:
 
diff --git a/trend_micro_vision_one_xdr/README.md b/trend_micro_vision_one_xdr/README.md
index 9afce7a93e5e0..e6972e006f077 100644
--- a/trend_micro_vision_one_xdr/README.md
+++ b/trend_micro_vision_one_xdr/README.md
@@ -1,43 +1,52 @@
-# Agent Check: trend-micro-vision-one-xdr
-
 ## Overview
 
-This check monitors [trend-micro-vision-one-xdr][1].
-
-## Setup
+[Trend Micro Vision One XDR][1] collects and automatically correlates data across multiple security layers: email, endpoint, server, cloud workload, and network. This enables faster threat detection, enhances investigation and response times through improved security analysis.
 
-### Installation
+This integration ingests the following logs:
 
-The trend-micro-vision-one-xdr check is included in the [Datadog Agent][2] package.
-No additional installation is needed on your server.
+- **Workbench Alerts**: This endpoint contains information about all the standalone alerts triggered by detection models.
+- **Observed Attack Techniques**: This endpoint contains information about observed attack techniques from Detections, Endpoint Activity, Cloud Activity, Email Activity, Mobile Activity, Network Activity, Container Activity, and Identity Activity data sources.
 
-### Configuration
+This integration collects logs from the sources listed above and sends them to Datadog for analysis with our Log Explorer and Cloud SIEM products
+* [Log Explorer][3]
+* [Cloud SIEM][4]
 
-!!! Add list of steps to set up this integration !!!
+## Setup
 
-### Validation
+### Configuration
 
-!!! Add steps to validate integration is functioning as expected !!!
+1. In the Trend Vision One console, go to on the left side-bar menu and visit **Administration > API Keys** .
+2. Generate a new authentication token. Click **Add API key**. Specify the settings of the new API key with the following:
+    - **Name**: A meaningful name that can help you identify the API key
+    - **Role**: The user role assigned to the key. Select **SIEM** from dropdown.
+    - **Expiration time**: The time the API key remains valid.
+    - **Status**: Whether the API key is enabled.
+    - **Details**: Extra information about the API key.
+3. Click **Add**.
+4. Copy API Key to the form below along with the Host Region of your Trend Micro Vision One XDR console.
 
 ## Data Collected
 
+### Logs
+The Trend Micro Vision One XDR integration collects and forwards Workbench Alerts and Observed Attack Techniques logs to Datadog.
+
 ### Metrics
 
-trend-micro-vision-one-xdr does not include any metrics.
+Trend Micro Vision One XDR does not include any metrics.
 
 ### Service Checks
 
-trend-micro-vision-one-xdr does not include any service checks.
+Trend Micro Vision One XDR does not include any service checks.
 
 ### Events
 
-trend-micro-vision-one-xdr does not include any events.
-
-## Troubleshooting
+Trend Micro Vision One XDR does not include any events.
 
-Need help? Contact [Datadog support][3].
+## Support
 
-[1]: **LINK_TO_INTEGRATION_SITE**
-[2]: https://app.datadoghq.com/account/settings/agent/latest
-[3]: https://docs.datadoghq.com/help/
+For further assistance, contact [Datadog Support][2].
 
+[1]: https://www.trendmicro.com/en_in/business/products/detection-response/xdr.html
+[2]: https://docs.datadoghq.com/help/
+[3]: https://docs.datadoghq.com/logs/explorer/
+[4]: https://www.datadoghq.com/product/cloud-siem/
diff --git a/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_observed_attack_techniques.json b/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_observed_attack_techniques.json
new file mode 100644
index 0000000000000..4be225045f8f2
--- /dev/null
+++ b/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_observed_attack_techniques.json
@@ -0,0 +1,5766 @@
+{
+    "title": "Trend Micro Vision One XDR - Observed Attack Techniques",
+    "description": "This dashboard provides the insights into the Observed Attack Techniques detected in Trend Micro Vision One XDR.",
+    "widgets": [
+        {
+            "id": 8859993632667998,
+            "definition": {
+                "title": "New group",
+                "banner_img": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "show_title": false,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5872268233797356,
+                        "definition": {
+                            "type": "note",
+                            "content": "This dashboard offers a comprehensive view of detected attack patterns across various data sources, including network traffic, application logs, and endpoint activities. \n\nThis allows you to visualize and analyze attack techniques in real time, enhancing your ability to identify and respond to threats quickly. \n\nFor more information, see the [Trend Micro Vision One XDR Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_xdr).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify, and add widgets and visualizations.\n",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 2505837663829198,
+            "definition": {
+                "title": "OAT Overview",
+                "background_color": "purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6285436885924462,
+                        "definition": {
+                            "title": "Total OAT Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques $Source $Risk-Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#dbcbfb"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5929634824443710,
+                        "definition": {
+                            "title": "OAT Events by Risk Level over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@detail.filterRiskLevel",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques $Source $Risk-Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
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+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 5867027343133690,
+                        "definition": {
+                            "title": "CRITICALs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:critical $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1786303523722774,
+                        "definition": {
+                            "title": "HIGHs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:high $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2577399539515404,
+                        "definition": {
+                            "title": "Critical Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:critical $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 6209523051868818,
+                        "definition": {
+                            "title": "MEDIUMs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:medium $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 8545904237338876,
+                        "definition": {
+                            "title": "LOWs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#ffb52b",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:low $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 1657767111606620,
+                        "definition": {
+                            "title": "INFOs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#84c1e0",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:info $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 4,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 8521511668485272,
+                        "definition": {
+                            "title": "High Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:high $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [
+                                {
+                                    "label": "View related Security Signals",
+                                    "link": "/security?query=@workflow.rule.name:{{@workflow.rule.name.value}}&column=time&order=desc&view=signal&start={{timestamp_widget_start}}&end={{timestamp_widget_end}}&paused=false"
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 614168295558700,
+                        "definition": {
+                            "title": "Medium Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:observed-attack-techniques status:medium $Source $Risk-Level"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 180,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Source",
+            "prefix": "@source",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Risk-Level",
+            "prefix": "@detail.filterRiskLevel",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_workbench_alerts.json b/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_workbench_alerts.json
new file mode 100644
index 0000000000000..d7d2f4c3d07ee
--- /dev/null
+++ b/trend_micro_vision_one_xdr/assets/dashboards/trend_micro_vision_one_xdr_workbench_alerts.json
@@ -0,0 +1,1696 @@
+{
+    "title": "Trend Micro Vision One XDR - Workbench Alerts",
+    "description": "This dashboard provides the insights into the Alerts generated in Trend Micro Vision One XDR.",
+    "widgets": [
+        {
+            "id": 8442478561211794,
+            "definition": {
+                "title": "New group",
+                "banner_img": "https://www.trendmicro.com/content/dam/trendmicro/global/en/global/logo/trend-micro-logo.png",
+                "show_title": false,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 661152336132838,
+                        "definition": {
+                            "type": "note",
+                            "content": " Workbench alerts in a Datadog dashboard provide a centralized, real-time alerts generated in Trend Micro Vision One XDR. These alerts aggregate and offering insights into security incidents.  \n\nThis holistic approach enhances visibility, improves incident response times, and supports proactive system management, ensuring robust and reliable application performance.\n\nFor more information, see the [Trend Micro Vision One XDR Integration Documentation](https://docs.datadoghq.com/integrations/trend_micro_vision_one_xdr).\n\n**Tips**\n- Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n- Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                            "background_color": "white",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "top",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 395271531831574,
+            "definition": {
+                "title": "Workbench Alerts Overview",
+                "background_color": "pink",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6285436885924462,
+                        "definition": {
+                            "title": "Total Alerts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts $Status $Incident-ID $Entity-Type $Alert-ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#f4bebe"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1764028348108714,
+                        "definition": {
+                            "title": "Alerts by Severity over time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@id",
+                                                "interval": 600000
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@severity",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "cardinality",
+                                                        "metric": "@id"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts $Status $Incident-ID $Entity-Type $Alert-ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 2,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 6
+            }
+        },
+        {
+            "id": 5161758451345736,
+            "definition": {
+                "title": "Workbench Alerts",
+                "background_color": "pink",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7756629473135054,
+                        "definition": {
+                            "title": "Total Alerts with Critical Severity",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts @severity:critical $Status $Incident-ID $Entity-Type $Alert-ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">=",
+                                            "value": 0,
+                                            "palette": "custom_bg",
+                                            "custom_bg_color": "#c9080b"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 2142172297914268,
+                        "definition": {
+                            "title": "Total Alerts with High Severity",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "cardinality",
+                                                "metric": "@id"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts @severity:high $Status $Incident-ID $Entity-Type $Alert-ID"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
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+                                        {
+                                            "field": "incidentId",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "@status",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "investigationResult",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "modelType",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "model",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "message",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 20,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 6,
+                "width": 12,
+                "height": 25,
+                "is_column_break": true
+            }
+        },
+        {
+            "id": 8315892998152908,
+            "definition": {
+                "title": "Datadog Cloud SIEM",
+                "title_align": "center",
+                "background_color": "pink",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6111481529370340,
+                        "definition": {
+                            "type": "note",
+                            "content": "\nDatadog Cloud SIEM analyzes and correlates Workbench Alert logs to detect threats to your environment in real time. If you don't see signals please make sure you've enabled [Datadog Cloud SIEM](/security). ",
+                            "background_color": "pink",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 3615505781531662,
+                        "definition": {
+                            "title": "CRITICALs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:critical $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 4221628299028734,
+                        "definition": {
+                            "title": "HIGHs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:high $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 6037760580850864,
+                        "definition": {
+                            "title": "Critical Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:critical $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2765011665025946,
+                        "definition": {
+                            "title": "MEDIUMs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:medium $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5098768218681716,
+                        "definition": {
+                            "title": "LOWs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#ffb52b",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:low $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 5366845962825944,
+                        "definition": {
+                            "title": "INFOs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#84c1e0",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:info $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 4,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 1594813636767484,
+                        "definition": {
+                            "title": "High Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:high $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3461316408988100,
+                        "definition": {
+                            "title": "Medium Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:trend-micro-vision-one-xdr service:alerts status:medium $Alert-ID $Status $Incident-ID $Entity-Type"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 31,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Alert-ID",
+            "prefix": "@id",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Status",
+            "prefix": "@status",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Incident-ID",
+            "prefix": "@incidentId",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Entity-Type",
+            "prefix": "@impactScope.entities.entityType",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr.yaml b/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr.yaml
new file mode 100644
index 0000000000000..b50e8eb0df708
--- /dev/null
+++ b/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr.yaml
@@ -0,0 +1,253 @@
+id: trend-micro-vision-one-xdr
+metric_id: trend-micro-vision-one-xdr
+backend_only: false
+facets:
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Client Port
+    path: network.client.port
+    source: log
+  - groups:
+      - Web Access
+    name: Destination IP
+    path: network.destination.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Destination Port
+    path: network.destination.port
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+  - facetType: range
+    groups:
+      - Trend Micro Vision One XDR
+    name: Impact Score
+    path: trend_micro_vision_one_xdr.score
+    source: log
+    type: double
+pipeline:
+  type: pipeline
+  name: Trend Micro Vision One XDR
+  enabled: true
+  filter:
+    query: "source:trend-micro-vision-one-xdr"
+  processors:
+    - type: date-remapper
+      name: "Define `updatedDateTime`, `detectedDateTime` as the official date of the log"
+      enabled: true
+      sources:
+        - updatedDateTime
+        - detectedDateTime
+    - type: pipeline
+      name: Alerts
+      enabled: true
+      filter:
+        query: "service:alerts "
+      processors:
+        - type: attribute-remapper
+          name: Map `score` to `trend_micro_vision_one_xdr.score`
+          enabled: true
+          sources:
+            - score
+          sourceType: attribute
+          target: trend_micro_vision_one_xdr.score
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - name: Lookup on `severity` to `alert_severity` Field
+          enabled: true
+          source: severity
+          target: alert_severity
+          lookupTable: |-
+            critical,Critical
+            high,Warning
+            medium,Notice
+            low,Info
+          type: lookup-processor
+        - type: status-remapper
+          name: Define `alert_severity` as the official status of the log
+          enabled: true
+          sources:
+            - alert_severity
+        - type: message-remapper
+          name: Define `description` as the official message of the log
+          enabled: true
+          sources:
+            - description
+    - type: pipeline
+      name: Observed Attack Techniques
+      enabled: true
+      filter:
+        query: "service:observed-attack-techniques"
+      processors:
+        - type: attribute-remapper
+          name: Map `detail.userDisplayName` to `usr.name`
+          enabled: true
+          sources:
+            - detail.userDisplayName
+          sourceType: attribute
+          target: usr.name
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.userId` to `usr.id`
+          enabled: true
+          sources:
+            - detail.userId
+          sourceType: attribute
+          target: usr.id
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.src`, `detail.sourceIPAddress`, `detail.mailSenderIp`,
+            `detail.ipAddress` to `network.client.ip`
+          enabled: true
+          sources:
+            - detail.src
+            - detail.sourceIPAddress
+            - detail.mailSenderIp
+            - detail.ipAddress
+          sourceType: attribute
+          target: network.client.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.spt` to `network.client.port`
+          enabled: true
+          sources:
+            - detail.spt
+          sourceType: attribute
+          target: network.client.port
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.dst` to `network.destination.ip`
+          enabled: true
+          sources:
+            - detail.dst
+          sourceType: attribute
+          target: network.destination.ip
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.dpt` to `network.destination.port`
+          enabled: true
+          sources:
+            - detail.dpt
+          sourceType: attribute
+          target: network.destination.port
+          targetType: attribute
+          preserveSource: false
+          overrideOnConflict: false
+        - type: attribute-remapper
+          name: Map `detail.mailToAddresses` to `usr.email`
+          enabled: true
+          sources:
+            - detail.mailToAddresses
+          sourceType: attribute
+          target: usr.email
+          targetType: attribute
+          preserveSource: true
+          overrideOnConflict: false
+        - type: geo-ip-parser
+          name: Extracting geolocation information from the client IP
+          enabled: true
+          sources:
+            - network.client.ip
+          target: network.client.geoip
+          ip_processing_behavior: do-nothing
+        - name: Lookup on `detail.filterRiskLevel` to `oat_event_severity` Field
+          enabled: true
+          source: detail.filterRiskLevel
+          target: oat_event_severity
+          lookupTable: |-
+            critical,Critical
+            high,Warning
+            medium,Notice
+            low,Info
+            info,Debug
+          type: lookup-processor
+        - name: Lookup on `detail.eventId` to `event_type`
+          enabled: true
+          source: detail.eventId
+          target: event_type
+          lookupTable: |-
+            1,EVENT_PROCESS
+            2,EVENT_FILE
+            3,EVENT_CONNECTIO
+            4,EVENT_DNS
+            5,EVENT_REGISTRY
+            6,EVENT_ACCOUNT
+            7,EVENT_INTERNET
+            8,XDR_EVENT_MODIFIED_PROCESS
+            9,EVENT_WINDOWS_HOOK
+            10,EVENT_WINDOWS_EVENT
+            11,EVENT_AMSI
+            12,EVENT_WMI
+            13,TELEMETRY_MEMORY
+            14,TELEMETRY_BM
+          type: lookup-processor
+        - type: status-remapper
+          name: Define `oat_event_severity` as the official status of the log
+          enabled: true
+          sources:
+            - oat_event_severity
diff --git a/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr_tests.yaml b/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr_tests.yaml
new file mode 100644
index 0000000000000..75d17733ca5da
--- /dev/null
+++ b/trend_micro_vision_one_xdr/assets/logs/trend-micro-vision-one-xdr_tests.yaml
@@ -0,0 +1,1470 @@
+id: trend-micro-vision-one-xdr
+tests:
+ -
+  sample: |-
+    {
+      "investigationStatus" : "New",
+      "severity" : "low",
+      "schemaVersion" : "1.15",
+      "matchedRules" : [ {
+        "name" : "Predictive Machine Learning Detection - Blocked",
+        "id" : "b52ebb2a-b7b0-4521-b0c9-1a04715c9871",
+        "matchedFilters" : [ {
+          "matchedDateTime" : "2024-07-30T06:24:52.000Z",
+          "name" : "Predictive Machine Learning Detection - Blocked",
+          "id" : "15d9a461-14c4-444b-9d17-7b258894b816",
+          "matchedEvents" : [ {
+            "matchedDateTime" : "2024-07-30T06:24:52.000Z",
+            "type" : "PRODUCT_EVENT_LOG",
+            "uuid" : "966495ba-1cde-491b-a62c-fd62f4ebb80b"
+          } ]
+        } ]
+      } ],
+      "workbenchLink" : "https://portal.in.xdr.trendmicro.com/index.html#/workbench/alerts/WB-12773-20240730-00015",
+      "modelId" : "5727ebf9-9e6a-47f3-b27f-4129763f7688",
+      "createdDateTime" : "2024-07-30T07:18:33Z",
+      "description" : "An unknown threat was detected on an endpoint and blocked by Trend Micro Predictive Machine Learning.",
+      "investigationResult" : "No Findings",
+      "alertProvider" : "SAE",
+      "modelType" : "preset",
+      "indicators" : [ {
+        "provenance" : [ "Alert" ],
+        "field" : "detectionName",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 1,
+        "type" : "detection_name",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "TROJ.Win32.TRX.XXPE50FLM011"
+      }, {
+        "provenance" : [ "Alert" ],
+        "field" : "fileHash",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 2,
+        "type" : "file_sha1",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "609A2BB1984FF9DBBFDBC8A88E1A57FC7691E6E6"
+      }, {
+        "provenance" : [ "Alert" ],
+        "field" : "fileName",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 3,
+        "type" : "filename",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "inv.exe"
+      }, {
+        "provenance" : [ "Alert" ],
+        "field" : "fullPath",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 4,
+        "type" : "fullpath",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "full\\path"
+      }, {
+        "provenance" : [ "Alert" ],
+        "field" : "actResult",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 5,
+        "type" : "text",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "Quarantine successfully"
+      }, {
+        "provenance" : [ "Alert" ],
+        "field" : "processUser",
+        "filterIds" : [ "15d9a461-14c4-444b-9d17-7b258894b816" ],
+        "id" : 6,
+        "type" : "user_account",
+        "relatedEntities" : [ "B159820E-5BB3-49F2-AD98-75A4F2052282" ],
+        "value" : "Crest"
+      } ],
+      "updatedDateTime" : "2024-07-30T07:18:38Z",
+      "score" : 20,
+      "model" : "Unknown Threat Detection and Mitigation via Predictive Machine Learning",
+      "id" : "WB-12773-20240730-00015",
+      "incidentId" : "IC-12773-20240730-00000",
+      "impactScope" : {
+        "serverCount" : 0,
+        "accountCount" : 0,
+        "desktopCount" : 1,
+        "entities" : [ {
+          "entityValue" : {
+            "name" : "assettag-eid",
+            "guid" : "B159820E-5BB3-49F2-AD98-75A4F2046547",
+            "ips" : [ "10.10.10.10" ]
+          },
+          "provenance" : [ "Alert" ],
+          "managementScopeGroupId" : "de4f892d-d1ed-450f-a8c1-4d838768f054",
+          "entityType" : "host",
+          "entityId" : "B159820E-5BB3-49F2-AD98-75A4F2046547",
+          "relatedIndicatorIds" : [ 1, 2, 3, 4, 5, 6 ]
+        } ],
+        "emailAddressCount" : 0,
+        "cloudIdentityCount" : 0,
+        "containerCount" : 0
+      },
+      "status" : "Open"
+    }
+  service: "alerts"
+  result:
+    custom:
+      alertProvider: "SAE"
+      alert_severity: "Info"
+      createdDateTime: "2024-07-30T07:18:33Z"
+      id: "WB-12773-20240730-00015"
+      impactScope:
+        accountCount: 0
+        cloudIdentityCount: 0
+        containerCount: 0
+        desktopCount: 1
+        emailAddressCount: 0
+        entities:
+         -
+          entityValue:
+            name: "assettag-eid"
+            guid: "B159820E-5BB3-49F2-AD98-75A4F2046547"
+            ips:
+             - "10.10.10.10"
+          provenance:
+           - "Alert"
+          managementScopeGroupId: "de4f892d-d1ed-450f-a8c1-4d838768f054"
+          entityType: "host"
+          entityId: "B159820E-5BB3-49F2-AD98-75A4F2046547"
+          relatedIndicatorIds:
+           - 1
+           - 2
+           - 3
+           - 4
+           - 5
+           - 6
+        serverCount: 0
+      incidentId: "IC-12773-20240730-00000"
+      indicators:
+       -
+        provenance:
+         - "Alert"
+        field: "detectionName"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 1
+        type: "detection_name"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "TROJ.Win32.TRX.XXPE50FLM011"
+       -
+        provenance:
+         - "Alert"
+        field: "fileHash"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 2
+        type: "file_sha1"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "609A2BB1984FF9DBBFDBC8A88E1A57FC7691E6E6"
+       -
+        provenance:
+         - "Alert"
+        field: "fileName"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 3
+        type: "filename"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "inv.exe"
+       -
+        provenance:
+         - "Alert"
+        field: "fullPath"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 4
+        type: "fullpath"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "full\\path"
+       -
+        provenance:
+         - "Alert"
+        field: "actResult"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 5
+        type: "text"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "Quarantine successfully"
+       -
+        provenance:
+         - "Alert"
+        field: "processUser"
+        filterIds:
+         - "15d9a461-14c4-444b-9d17-7b258894b816"
+        id: 6
+        type: "user_account"
+        relatedEntities:
+         - "B159820E-5BB3-49F2-AD98-75A4F2052282"
+        value: "Crest"
+      investigationResult: "No Findings"
+      investigationStatus: "New"
+      matchedRules:
+       -
+        name: "Predictive Machine Learning Detection - Blocked"
+        id: "b52ebb2a-b7b0-4521-b0c9-1a04715c9871"
+        matchedFilters:
+         -
+          matchedDateTime: "2024-07-30T06:24:52.000Z"
+          name: "Predictive Machine Learning Detection - Blocked"
+          id: "15d9a461-14c4-444b-9d17-7b258894b816"
+          matchedEvents:
+           -
+            matchedDateTime: "2024-07-30T06:24:52.000Z"
+            type: "PRODUCT_EVENT_LOG"
+            uuid: "966495ba-1cde-491b-a62c-fd62f4ebb80b"
+      model: "Unknown Threat Detection and Mitigation via Predictive Machine Learning"
+      modelId: "5727ebf9-9e6a-47f3-b27f-4129763f7688"
+      modelType: "preset"
+      schemaVersion: "1.15"
+      severity: "low"
+      status: "Open"
+      trend_micro_vision_one_xdr:
+        score: 20
+      updatedDateTime: "2024-07-30T07:18:38Z"
+      workbenchLink: "https://portal.in.xdr.trendmicro.com/index.html#/workbench/alerts/WB-12773-20240730-00015"
+    message: "An unknown threat was detected on an endpoint and blocked by Trend Micro Predictive Machine Learning."
+    service: "alerts"
+    status: "info"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1722323918000
+ -
+  sample: |-
+    {
+      "endpoint" : {
+        "agentGuid" : "801b7e5f-902e-4ebd-ad6a-c8f431fe6053",
+        "endpointName" : "DESKTOP-N19I543",
+        "ips" : [ "ab80::42jk:a793:2667:b585", "10.10.10.10" ]
+      },
+      "detectedDateTime" : "2024-07-30T16:20:25Z",
+      "entityType" : "endpoint",
+      "entityName" : "DESKTOP-N19I543(ab80::42jk:a793:2667:b585,10.10.10.10)",
+      "source" : "endpointActivityData",
+      "filters" : [ {
+        "riskLevel" : "low",
+        "mitreTacticIds" : [ "TA0002", "TA0003", "TA0004" ],
+        "mitreTechniqueIds" : [ "T1053", "T1053.005" ],
+        "name" : "Creation of Scheduled Task",
+        "description" : "A scheduled task was created via command-line",
+        "id" : "F1507",
+        "highlightedObjects" : [ {
+          "field" : "objectCmd",
+          "type" : "command_line",
+          "value" : "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F"
+        }, {
+          "field" : "processCmd",
+          "type" : "command_line",
+          "value" : "system32\\msiexec.exe /V"
+        } ],
+        "type" : "preset"
+      } ],
+      "detail" : {
+        "processFileHashSha256" : "d53e90af814f61e09bff87a883a3b0dcb7dcf883f17a2425a62a2d4b5a9407fb",
+        "processUserDomain" : "NT AUTHORITY",
+        "eventSubId" : 2,
+        "plang" : 1,
+        "pver" : "1.2.0.5259",
+        "objectSignerFlagsRuntime" : [ false ],
+        "processSignerFlagsLibValid" : [ false ],
+        "objectTrueType" : 7,
+        "processFileSize" : "69632",
+        "endpointHostName" : "DESKTOP-N19I543",
+        "objectSessionId" : "0",
+        "parentFilePath" : "System32\\services.exe",
+        "processLaunchTime" : "1722356422814",
+        "objectHashId" : "148323463451116793",
+        "eventSourceType" : 1,
+        "objectIntegrityLevel" : 16384,
+        "objectRunAsLocalAccount" : false,
+        "tags" : [ "MITRE.T1053.005", "XSAE.F1507", "MITRE.T1053" ],
+        "parentName" : "System32\\services.exe",
+        "lastSeen" : "1722356425050",
+        "parentSignerFlagsLibValid" : [ false ],
+        "objectUser" : "SYSTEM",
+        "objectFileCreation" : "1722282120740",
+        "osDescription" : "Windows 10 Pro (64 bit) build 19045",
+        "objectCmd" : "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F",
+        "osVer" : "10.0.19045",
+        "processSigner" : [ "Microsoft Windows" ],
+        "parentCmd" : "system32\\services.exe",
+        "endpointMacAddress" : [ "00:0d:30:e4:8b:b6" ],
+        "parentFileCreation" : "1722281953380",
+        "processFileHashMd5" : "78912ea8790de51d2c7ceb9b8c572346",
+        "processCmd" : "system32\\msiexec.exe /V",
+        "processUserGroupSids" : [ "S-1-16-16384", "S-1-1-0", "S-1-5-32-545", "S-1-5-6", "S-1-2-1", "S-1-5-11", "S-1-5-15", "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966", "S-1-5-5-0-36366980", "S-1-2-0", "S-1-5-32-544" ],
+        "parentSessionId" : 0,
+        "parentFileHashId" : "-4092577940452904134",
+        "sessionId" : 0,
+        "processFilePath" : "System32\\msiexec.exe",
+        "osName" : "Windows",
+        "productCode" : "xes",
+        "parentFileHashSha256" : "1efd9a81b2ddf21b3f327d67a6f8f88f814979e84085ec812af72450310d4281",
+        "processFileHashSha1" : "6a795b8a432514f20ff884f1a5286ea82e32e150",
+        "processTrueType" : 7,
+        "objectFileHashId" : "-370955917314104624",
+        "objectFileSize" : "187904",
+        "parentHashId" : "-5897584668177803063",
+        "parentSignerValid" : [ true ],
+        "uuid" : "65f9d8c7-33a9-41a3-a1a6-445376599211",
+        "parentUserDomain" : "NT AUTHORITY",
+        "eventHashId" : "-8250022594686035748",
+        "processSignerValid" : [ true ],
+        "parentFileModifiedTime" : "1722281953458",
+        "objectFileHashSha256" : "29f6fc1bb0e68cb4fc1ec597604ec5aca7fcef7d0d9241218596d941f04f16e7",
+        "processName" : "System32\\msiexec.exe",
+        "parentSignerFlagsAdhoc" : [ false ],
+        "parentAuthId" : "999",
+        "objectFileHashMd5" : "db6f48dc66879299b49ee3f1df0607f1",
+        "filterRiskLevel" : "low",
+        "eventId" : "1",
+        "firstSeen" : "1722356425050",
+        "objectFilePath" : "SysWOW64\\schtasks.exe",
+        "pname" : "751",
+        "parentLaunchTime" : "1722285790679",
+        "parentFileHashMd5" : "4eacbe64bb1e7d58e8a26340ed1c7cbd",
+        "processSignerFlagsAdhoc" : [ false ],
+        "objectSigner" : [ "Microsoft Windows" ],
+        "processPid" : 408,
+        "parentSigner" : [ "Microsoft Windows Publisher" ],
+        "objectSignerFlagsLibValid" : [ false ],
+        "integrityLevel" : 16384,
+        "processFileModifiedTime" : "1722282337774",
+        "objectFileHashSha1" : "5673be4c0b3d6c963651ec1e4adb7aaabadf5a19",
+        "pplat" : 5889,
+        "parentSignerFlagsRuntime" : [ false ],
+        "parentIntegrityLevel" : 16384,
+        "processSignerFlagsRuntime" : [ false ],
+        "objectLaunchTime" : "1722356425049",
+        "objectUserGroupSids" : [ "S-1-16-16384", "S-1-1-0", "S-1-5-32-545", "S-1-5-6", "S-1-2-1", "S-1-5-11", "S-1-5-15", "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966", "S-1-5-5-0-36366980", "S-1-2-0", "S-1-5-32-544" ],
+        "timezone" : "UTC+05:30",
+        "processUser" : "SYSTEM",
+        "logReceivedTime" : "1722356504612",
+        "objectSignerFlagsAdhoc" : [ false ],
+        "authId" : "999",
+        "osType" : "0x00000030",
+        "processFileCreation" : "1722282337759",
+        "objectUserDomain" : "NT AUTHORITY",
+        "processHashId" : "7052107378290747991",
+        "parentPid" : 688,
+        "endpointIp" : [ "ab80::42jk:a793:2667:b585", "10.10.10.10" ],
+        "objectSignerValid" : [ true ],
+        "parentTrueType" : 7,
+        "parentFileSize" : "716544",
+        "parentFileHashSha1" : "6703d48349de8c836c0eaffac5cfac7679da7f60",
+        "objectAuthId" : "999",
+        "endpointGuid" : "801b7e5f-902e-4ebd-ad6a-c8f431fe6053",
+        "objectName" : "SysWOW64\\schtasks.exe",
+        "processFileHashId" : "-5659244633155638992",
+        "objectPid" : 6292,
+        "parentUser" : "SYSTEM",
+        "objectFileModifiedTime" : "1722282120756"
+      },
+      "ingestedDateTime" : "2024-07-30T16:22:16Z",
+      "uuid" : "65f9d8c7-33a9-41a3-a1a6-445376599211"
+    }
+  service: "observed-attack-techniques"
+  result:
+    custom:
+      detail:
+        authId: "999"
+        endpointGuid: "801b7e5f-902e-4ebd-ad6a-c8f431fe6053"
+        endpointHostName: "DESKTOP-N19I543"
+        endpointIp:
+         - "ab80::42jk:a793:2667:b585"
+         - "10.10.10.10"
+        endpointMacAddress:
+         - "00:0d:30:e4:8b:b6"
+        eventHashId: "-8250022594686035748"
+        eventId: "1"
+        eventSourceType: 1
+        eventSubId: 2
+        filterRiskLevel: "low"
+        firstSeen: "1722356425050"
+        integrityLevel: 16384
+        lastSeen: "1722356425050"
+        logReceivedTime: "1722356504612"
+        objectAuthId: "999"
+        objectCmd: "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F"
+        objectFileCreation: "1722282120740"
+        objectFileHashId: "-370955917314104624"
+        objectFileHashMd5: "db6f48dc66879299b49ee3f1df0607f1"
+        objectFileHashSha1: "5673be4c0b3d6c963651ec1e4adb7aaabadf5a19"
+        objectFileHashSha256: "29f6fc1bb0e68cb4fc1ec597604ec5aca7fcef7d0d9241218596d941f04f16e7"
+        objectFileModifiedTime: "1722282120756"
+        objectFilePath: "SysWOW64\\schtasks.exe"
+        objectFileSize: "187904"
+        objectHashId: "148323463451116793"
+        objectIntegrityLevel: 16384
+        objectLaunchTime: "1722356425049"
+        objectName: "SysWOW64\\schtasks.exe"
+        objectPid: 6292
+        objectRunAsLocalAccount: false
+        objectSessionId: "0"
+        objectSigner:
+         - "Microsoft Windows"
+        objectSignerFlagsAdhoc:
+         - false
+        objectSignerFlagsLibValid:
+         - false
+        objectSignerFlagsRuntime:
+         - false
+        objectSignerValid:
+         - true
+        objectTrueType: 7
+        objectUser: "SYSTEM"
+        objectUserDomain: "NT AUTHORITY"
+        objectUserGroupSids:
+         - "S-1-16-16384"
+         - "S-1-1-0"
+         - "S-1-5-32-545"
+         - "S-1-5-6"
+         - "S-1-2-1"
+         - "S-1-5-11"
+         - "S-1-5-15"
+         - "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966"
+         - "S-1-5-5-0-36366980"
+         - "S-1-2-0"
+         - "S-1-5-32-544"
+        osDescription: "Windows 10 Pro (64 bit) build 19045"
+        osName: "Windows"
+        osType: "0x00000030"
+        osVer: "10.0.19045"
+        parentAuthId: "999"
+        parentCmd: "system32\\services.exe"
+        parentFileCreation: "1722281953380"
+        parentFileHashId: "-4092577940452904134"
+        parentFileHashMd5: "4eacbe64bb1e7d58e8a26340ed1c7cbd"
+        parentFileHashSha1: "6703d48349de8c836c0eaffac5cfac7679da7f60"
+        parentFileHashSha256: "1efd9a81b2ddf21b3f327d67a6f8f88f814979e84085ec812af72450310d4281"
+        parentFileModifiedTime: "1722281953458"
+        parentFilePath: "System32\\services.exe"
+        parentFileSize: "716544"
+        parentHashId: "-5897584668177803063"
+        parentIntegrityLevel: 16384
+        parentLaunchTime: "1722285790679"
+        parentName: "System32\\services.exe"
+        parentPid: 688
+        parentSessionId: 0
+        parentSigner:
+         - "Microsoft Windows Publisher"
+        parentSignerFlagsAdhoc:
+         - false
+        parentSignerFlagsLibValid:
+         - false
+        parentSignerFlagsRuntime:
+         - false
+        parentSignerValid:
+         - true
+        parentTrueType: 7
+        parentUser: "SYSTEM"
+        parentUserDomain: "NT AUTHORITY"
+        plang: 1
+        pname: "751"
+        pplat: 5889
+        processCmd: "system32\\msiexec.exe /V"
+        processFileCreation: "1722282337759"
+        processFileHashId: "-5659244633155638992"
+        processFileHashMd5: "78912ea8790de51d2c7ceb9b8c572346"
+        processFileHashSha1: "6a795b8a432514f20ff884f1a5286ea82e32e150"
+        processFileHashSha256: "d53e90af814f61e09bff87a883a3b0dcb7dcf883f17a2425a62a2d4b5a9407fb"
+        processFileModifiedTime: "1722282337774"
+        processFilePath: "System32\\msiexec.exe"
+        processFileSize: "69632"
+        processHashId: "7052107378290747991"
+        processLaunchTime: "1722356422814"
+        processName: "System32\\msiexec.exe"
+        processPid: 408
+        processSigner:
+         - "Microsoft Windows"
+        processSignerFlagsAdhoc:
+         - false
+        processSignerFlagsLibValid:
+         - false
+        processSignerFlagsRuntime:
+         - false
+        processSignerValid:
+         - true
+        processTrueType: 7
+        processUser: "SYSTEM"
+        processUserDomain: "NT AUTHORITY"
+        processUserGroupSids:
+         - "S-1-16-16384"
+         - "S-1-1-0"
+         - "S-1-5-32-545"
+         - "S-1-5-6"
+         - "S-1-2-1"
+         - "S-1-5-11"
+         - "S-1-5-15"
+         - "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966"
+         - "S-1-5-5-0-36366980"
+         - "S-1-2-0"
+         - "S-1-5-32-544"
+        productCode: "xes"
+        pver: "1.2.0.5259"
+        sessionId: 0
+        tags:
+         - "MITRE.T1053.005"
+         - "XSAE.F1507"
+         - "MITRE.T1053"
+        timezone: "UTC+05:30"
+        uuid: "65f9d8c7-33a9-41a3-a1a6-445376599211"
+      detectedDateTime: "2024-07-30T16:20:25Z"
+      endpoint:
+        agentGuid: "801b7e5f-902e-4ebd-ad6a-c8f431fe6053"
+        endpointName: "DESKTOP-N19I543"
+        ips:
+         - "ab80::42jk:a793:2667:b585"
+         - "10.10.10.10"
+      entityName: "DESKTOP-N19I543(ab80::42jk:a793:2667:b585,10.10.10.10)"
+      entityType: "endpoint"
+      event_type: "EVENT_PROCESS"
+      filters:
+       -
+        riskLevel: "low"
+        mitreTacticIds:
+         - "TA0002"
+         - "TA0003"
+         - "TA0004"
+        mitreTechniqueIds:
+         - "T1053"
+         - "T1053.005"
+        name: "Creation of Scheduled Task"
+        description: "A scheduled task was created via command-line"
+        id: "F1507"
+        highlightedObjects:
+         -
+          field: "objectCmd"
+          type: "command_line"
+          value: "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F"
+         -
+          field: "processCmd"
+          type: "command_line"
+          value: "system32\\msiexec.exe /V"
+        type: "preset"
+      ingestedDateTime: "2024-07-30T16:22:16Z"
+      oat_event_severity: "Info"
+      source: "endpointActivityData"
+      uuid: "65f9d8c7-33a9-41a3-a1a6-445376599211"
+    message: |-
+      {
+        "endpoint" : {
+          "agentGuid" : "801b7e5f-902e-4ebd-ad6a-c8f431fe6053",
+          "endpointName" : "DESKTOP-N19I543",
+          "ips" : [ "ab80::42jk:a793:2667:b585", "10.10.10.10" ]
+        },
+        "detectedDateTime" : "2024-07-30T16:20:25Z",
+        "entityType" : "endpoint",
+        "entityName" : "DESKTOP-N19I543(ab80::42jk:a793:2667:b585,10.10.10.10)",
+        "source" : "endpointActivityData",
+        "filters" : [ {
+          "riskLevel" : "low",
+          "mitreTacticIds" : [ "TA0002", "TA0003", "TA0004" ],
+          "mitreTechniqueIds" : [ "T1053", "T1053.005" ],
+          "name" : "Creation of Scheduled Task",
+          "description" : "A scheduled task was created via command-line",
+          "id" : "F1507",
+          "highlightedObjects" : [ {
+            "field" : "objectCmd",
+            "type" : "command_line",
+            "value" : "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F"
+          }, {
+            "field" : "processCmd",
+            "type" : "command_line",
+            "value" : "system32\\msiexec.exe /V"
+          } ],
+          "type" : "preset"
+        } ],
+        "detail" : {
+          "processFileHashSha256" : "d53e90af814f61e09bff87a883a3b0dcb7dcf883f17a2425a62a2d4b5a9407fb",
+          "processUserDomain" : "NT AUTHORITY",
+          "eventSubId" : 2,
+          "plang" : 1,
+          "pver" : "1.2.0.5259",
+          "objectSignerFlagsRuntime" : [ false ],
+          "processSignerFlagsLibValid" : [ false ],
+          "objectTrueType" : 7,
+          "processFileSize" : "69632",
+          "endpointHostName" : "DESKTOP-N19I543",
+          "objectSessionId" : "0",
+          "parentFilePath" : "System32\\services.exe",
+          "processLaunchTime" : "1722356422814",
+          "objectHashId" : "148323463451116793",
+          "eventSourceType" : 1,
+          "objectIntegrityLevel" : 16384,
+          "objectRunAsLocalAccount" : false,
+          "tags" : [ "MITRE.T1053.005", "XSAE.F1507", "MITRE.T1053" ],
+          "parentName" : "System32\\services.exe",
+          "lastSeen" : "1722356425050",
+          "parentSignerFlagsLibValid" : [ false ],
+          "objectUser" : "SYSTEM",
+          "objectFileCreation" : "1722282120740",
+          "osDescription" : "Windows 10 Pro (64 bit) build 19045",
+          "objectCmd" : "SysWOW64\\schtasks.exe -create -tn Microsoft\\Windows\\WindowsUpdate\\RUXIM\\PLUGScheduler -xml plugscheduler.xml -F",
+          "osVer" : "10.0.19045",
+          "processSigner" : [ "Microsoft Windows" ],
+          "parentCmd" : "system32\\services.exe",
+          "endpointMacAddress" : [ "00:0d:30:e4:8b:b6" ],
+          "parentFileCreation" : "1722281953380",
+          "processFileHashMd5" : "78912ea8790de51d2c7ceb9b8c572346",
+          "processCmd" : "system32\\msiexec.exe /V",
+          "processUserGroupSids" : [ "S-1-16-16384", "S-1-1-0", "S-1-5-32-545", "S-1-5-6", "S-1-2-1", "S-1-5-11", "S-1-5-15", "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966", "S-1-5-5-0-36366980", "S-1-2-0", "S-1-5-32-544" ],
+          "parentSessionId" : 0,
+          "parentFileHashId" : "-4092577940452904134",
+          "sessionId" : 0,
+          "processFilePath" : "System32\\msiexec.exe",
+          "osName" : "Windows",
+          "productCode" : "xes",
+          "parentFileHashSha256" : "1efd9a81b2ddf21b3f327d67a6f8f88f814979e84085ec812af72450310d4281",
+          "processFileHashSha1" : "6a795b8a432514f20ff884f1a5286ea82e32e150",
+          "processTrueType" : 7,
+          "objectFileHashId" : "-370955917314104624",
+          "objectFileSize" : "187904",
+          "parentHashId" : "-5897584668177803063",
+          "parentSignerValid" : [ true ],
+          "uuid" : "65f9d8c7-33a9-41a3-a1a6-445376599211",
+          "parentUserDomain" : "NT AUTHORITY",
+          "eventHashId" : "-8250022594686035748",
+          "processSignerValid" : [ true ],
+          "parentFileModifiedTime" : "1722281953458",
+          "objectFileHashSha256" : "29f6fc1bb0e68cb4fc1ec597604ec5aca7fcef7d0d9241218596d941f04f16e7",
+          "processName" : "System32\\msiexec.exe",
+          "parentSignerFlagsAdhoc" : [ false ],
+          "parentAuthId" : "999",
+          "objectFileHashMd5" : "db6f48dc66879299b49ee3f1df0607f1",
+          "filterRiskLevel" : "low",
+          "eventId" : "1",
+          "firstSeen" : "1722356425050",
+          "objectFilePath" : "SysWOW64\\schtasks.exe",
+          "pname" : "751",
+          "parentLaunchTime" : "1722285790679",
+          "parentFileHashMd5" : "4eacbe64bb1e7d58e8a26340ed1c7cbd",
+          "processSignerFlagsAdhoc" : [ false ],
+          "objectSigner" : [ "Microsoft Windows" ],
+          "processPid" : 408,
+          "parentSigner" : [ "Microsoft Windows Publisher" ],
+          "objectSignerFlagsLibValid" : [ false ],
+          "integrityLevel" : 16384,
+          "processFileModifiedTime" : "1722282337774",
+          "objectFileHashSha1" : "5673be4c0b3d6c963651ec1e4adb7aaabadf5a19",
+          "pplat" : 5889,
+          "parentSignerFlagsRuntime" : [ false ],
+          "parentIntegrityLevel" : 16384,
+          "processSignerFlagsRuntime" : [ false ],
+          "objectLaunchTime" : "1722356425049",
+          "objectUserGroupSids" : [ "S-1-16-16384", "S-1-1-0", "S-1-5-32-545", "S-1-5-6", "S-1-2-1", "S-1-5-11", "S-1-5-15", "S-1-5-80-685333868-2237257676-1431965530-1907094206-2438021966", "S-1-5-5-0-36366980", "S-1-2-0", "S-1-5-32-544" ],
+          "timezone" : "UTC+05:30",
+          "processUser" : "SYSTEM",
+          "logReceivedTime" : "1722356504612",
+          "objectSignerFlagsAdhoc" : [ false ],
+          "authId" : "999",
+          "osType" : "0x00000030",
+          "processFileCreation" : "1722282337759",
+          "objectUserDomain" : "NT AUTHORITY",
+          "processHashId" : "7052107378290747991",
+          "parentPid" : 688,
+          "endpointIp" : [ "ab80::42jk:a793:2667:b585", "10.10.10.10" ],
+          "objectSignerValid" : [ true ],
+          "parentTrueType" : 7,
+          "parentFileSize" : "716544",
+          "parentFileHashSha1" : "6703d48349de8c836c0eaffac5cfac7679da7f60",
+          "objectAuthId" : "999",
+          "endpointGuid" : "801b7e5f-902e-4ebd-ad6a-c8f431fe6053",
+          "objectName" : "SysWOW64\\schtasks.exe",
+          "processFileHashId" : "-5659244633155638992",
+          "objectPid" : 6292,
+          "parentUser" : "SYSTEM",
+          "objectFileModifiedTime" : "1722282120756"
+        },
+        "ingestedDateTime" : "2024-07-30T16:22:16Z",
+        "uuid" : "65f9d8c7-33a9-41a3-a1a6-445376599211"
+      }
+    service: "observed-attack-techniques"
+    status: "info"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1722356425000
+ -
+  sample: |-
+    {
+      "endpoint" : {
+        "agentGuid" : "b159820e-5bb3-49f2-ad98-75a4f2052282",
+        "endpointName" : "ASSETTAG-EID",
+        "ips" : [ "10.10.10.10" ]
+      },
+      "detectedDateTime" : "2024-07-31T05:00:44Z",
+      "entityType" : "endpoint",
+      "entityName" : "ASSETTAG-EID(10.10.10.10)",
+      "source" : "identityActivityData",
+      "filters" : [ {
+        "riskLevel" : "medium",
+        "mitreTacticIds" : [ "TA0002" ],
+        "mitreTechniqueIds" : [ "T1204.002" ],
+        "name" : "Malicious Software",
+        "description" : "A malicious software was detected on an endpoint.",
+        "id" : "F2140",
+        "highlightedObjects" : [ {
+          "field" : "fileHash",
+          "type" : "file_sha1",
+          "value" : "527a3b861f37d16d356250f9e9bad4c43a850ebf"
+        }, {
+          "field" : "fileName",
+          "type" : "filename",
+          "value" : [ "Unconfirmed 667870.crdownload" ]
+        }, {
+          "field" : "fullPath",
+          "type" : "fullpath",
+          "value" : "\\Downloads\\Unconfirmed 667870.crdownload"
+        }, {
+          "field" : "malName",
+          "type" : "detection_name",
+          "value" : "TROJ_GEN.R03BC0PG624"
+        }, {
+          "field" : "actResult",
+          "type" : "text",
+          "value" : [ "Encrypted" ]
+        }, {
+          "field" : "scanType",
+          "type" : "text",
+          "value" : "Real-time Scan"
+        }, {
+          "field" : "endpointIp",
+          "type" : "ip",
+          "value" : [ "10.10.10.10" ]
+        } ],
+        "type" : "preset"
+      } ],
+      "detail" : {
+        "idpName" : "GTPL",
+        "eventCategory" : "Media and Entertainment",
+        "groupId" : "3g35av3545",
+        "eventAdditionalDetails" : "This is test sentence.",
+        "statusDetail" : "Log In",
+        "uuid" : "31f42842-e527-443a-bb9d-1918c0f65342",
+        "statusReason" : "Logged In",
+        "initiatedByServicePrincipalId" : "234eer345",
+        "locationCountry" : "Sweden",
+        "initiatedByAppDisplayName" : "Outlook",
+        "bitwiseFilterRiskLevel" : 2,
+        "locationLongitude" : "59.3293",
+        "eventName" : "The Detected Malware Scan",
+        "loggedByService" : "Microfost",
+        "filterRiskLevel" : "medium",
+        "locationState" : "Gotland",
+        "targetResources" : "Outlook Application.",
+        "eventId" : "214sf3445",
+        "initiatedByUserId" : "3424455d345",
+        "pname" : "2345wwy48",
+        "ipAddress" : "10.10.10.10",
+        "initiatedByUserPrincipalName" : "FIGI-ED",
+        "eventSourceType" : 3,
+        "version" : "2.1",
+        "tenantGuid" : "322434d344qd341",
+        "tags" : [ "1", "2" ],
+        "targetResourceDisplayName" : "Facetime",
+        "mgmtInstanceId" : "dsa92j2424e",
+        "targetResourceId" : "23e2t42w34",
+        "clientDisplayName" : "Microfost",
+        "operationType" : "Scanning",
+        "locationCity" : "Stockholm",
+        "status" : "Open",
+        "actionName" : "Sign Out",
+        "idpId" : "2",
+        "requestMethod" : "2 Way Authentication",
+        "clientOS" : "Windows 11",
+        "initiatedByAppId" : "33245",
+        "tmFilterRiskLevel" : "High",
+        "result" : "Fail",
+        "clientBrowser" : "Google Chrome",
+        "partitionKey" : "34787654324567890987",
+        "customFilterTags" : "scan",
+        "initiatedByUserDisplayName" : "John",
+        "clientApp" : "Outlook",
+        "initiatedByUserHomeTenantName" : "Hugh",
+        "resultReason" : "Malware Found.",
+        "customerId" : "191648c0f65342",
+        "packageTraceId" : "3e4rr245",
+        "correlationId" : "234r34r542w13",
+        "initiatedByUserIpAddress" : "10.10.10.10",
+        "clientId" : "de249o34",
+        "locationLatitude" : "18.0686",
+        "userDisplayName" : "Jordan",
+        "userAgent" : "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.106 Safari/537.36 OPR/38.0.2220.41",
+        "userId" : "23fd34w4",
+        "initiatedByUserHomeTenantId" : "3245de344",
+        "productCode" : "aad",
+        "customFilterRiskLevel" : "High",
+        "receivedTime" : "2024-07-31T07:01:44Z",
+        "initiatedByServicePrincipalName" : "ETTES-ER",
+        "policyTreePath" : "C:\\desktop\\malware.sys"
+      },
+      "ingestedDateTime" : "2024-07-31T05:00:49Z",
+      "uuid" : "31f42842-e527-443a-bb9d-1918c0f65342"
+    }
+  service: "observed-attack-techniques"
+  result:
+    custom:
+      detail:
+        actionName: "Sign Out"
+        bitwiseFilterRiskLevel: 2
+        clientApp: "Outlook"
+        clientBrowser: "Google Chrome"
+        clientDisplayName: "Microfost"
+        clientId: "de249o34"
+        clientOS: "Windows 11"
+        correlationId: "234r34r542w13"
+        customFilterRiskLevel: "High"
+        customFilterTags: "scan"
+        customerId: "191648c0f65342"
+        eventAdditionalDetails: "This is test sentence."
+        eventCategory: "Media and Entertainment"
+        eventId: "214sf3445"
+        eventName: "The Detected Malware Scan"
+        eventSourceType: 3
+        filterRiskLevel: "medium"
+        groupId: "3g35av3545"
+        idpId: "2"
+        idpName: "GTPL"
+        initiatedByAppDisplayName: "Outlook"
+        initiatedByAppId: "33245"
+        initiatedByServicePrincipalId: "234eer345"
+        initiatedByServicePrincipalName: "ETTES-ER"
+        initiatedByUserDisplayName: "John"
+        initiatedByUserHomeTenantId: "3245de344"
+        initiatedByUserHomeTenantName: "Hugh"
+        initiatedByUserId: "3424455d345"
+        initiatedByUserIpAddress: "10.10.10.10"
+        initiatedByUserPrincipalName: "FIGI-ED"
+        locationCity: "Stockholm"
+        locationCountry: "Sweden"
+        locationLatitude: "18.0686"
+        locationLongitude: "59.3293"
+        locationState: "Gotland"
+        loggedByService: "Microfost"
+        mgmtInstanceId: "dsa92j2424e"
+        operationType: "Scanning"
+        packageTraceId: "3e4rr245"
+        partitionKey: "34787654324567890987"
+        pname: "2345wwy48"
+        policyTreePath: "C:\\desktop\\malware.sys"
+        productCode: "aad"
+        receivedTime: "2024-07-31T07:01:44Z"
+        requestMethod: "2 Way Authentication"
+        result: "Fail"
+        resultReason: "Malware Found."
+        status: "Open"
+        statusDetail: "Log In"
+        statusReason: "Logged In"
+        tags:
+         - "1"
+         - "2"
+        targetResourceDisplayName: "Facetime"
+        targetResourceId: "23e2t42w34"
+        targetResources: "Outlook Application."
+        tenantGuid: "322434d344qd341"
+        tmFilterRiskLevel: "High"
+        userAgent: "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.106 Safari/537.36 OPR/38.0.2220.41"
+        uuid: "31f42842-e527-443a-bb9d-1918c0f65342"
+        version: "2.1"
+      detectedDateTime: "2024-07-31T05:00:44Z"
+      endpoint:
+        agentGuid: "b159820e-5bb3-49f2-ad98-75a4f2052282"
+        endpointName: "ASSETTAG-EID"
+        ips:
+         - "10.10.10.10"
+      entityName: "ASSETTAG-EID(10.10.10.10)"
+      entityType: "endpoint"
+      filters:
+       -
+        riskLevel: "medium"
+        mitreTacticIds:
+         - "TA0002"
+        mitreTechniqueIds:
+         - "T1204.002"
+        name: "Malicious Software"
+        description: "A malicious software was detected on an endpoint."
+        id: "F2140"
+        highlightedObjects:
+         -
+          field: "fileHash"
+          type: "file_sha1"
+          value: "527a3b861f37d16d356250f9e9bad4c43a850ebf"
+         -
+          field: "fileName"
+          type: "filename"
+          value:
+           - "Unconfirmed 667870.crdownload"
+         -
+          field: "fullPath"
+          type: "fullpath"
+          value: "\\Downloads\\Unconfirmed 667870.crdownload"
+         -
+          field: "malName"
+          type: "detection_name"
+          value: "TROJ_GEN.R03BC0PG624"
+         -
+          field: "actResult"
+          type: "text"
+          value:
+           - "Encrypted"
+         -
+          field: "scanType"
+          type: "text"
+          value: "Real-time Scan"
+         -
+          field: "endpointIp"
+          type: "ip"
+          value:
+           - "10.10.10.10"
+        type: "preset"
+      ingestedDateTime: "2024-07-31T05:00:49Z"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      oat_event_severity: "Notice"
+      source: "identityActivityData"
+      usr:
+        id: "23fd34w4"
+        name: "Jordan"
+      uuid: "31f42842-e527-443a-bb9d-1918c0f65342"
+    message: |-
+      {
+        "endpoint" : {
+          "agentGuid" : "b159820e-5bb3-49f2-ad98-75a4f2052282",
+          "endpointName" : "ASSETTAG-EID",
+          "ips" : [ "10.10.10.10" ]
+        },
+        "detectedDateTime" : "2024-07-31T05:00:44Z",
+        "entityType" : "endpoint",
+        "entityName" : "ASSETTAG-EID(10.10.10.10)",
+        "source" : "identityActivityData",
+        "filters" : [ {
+          "riskLevel" : "medium",
+          "mitreTacticIds" : [ "TA0002" ],
+          "mitreTechniqueIds" : [ "T1204.002" ],
+          "name" : "Malicious Software",
+          "description" : "A malicious software was detected on an endpoint.",
+          "id" : "F2140",
+          "highlightedObjects" : [ {
+            "field" : "fileHash",
+            "type" : "file_sha1",
+            "value" : "527a3b861f37d16d356250f9e9bad4c43a850ebf"
+          }, {
+            "field" : "fileName",
+            "type" : "filename",
+            "value" : [ "Unconfirmed 667870.crdownload" ]
+          }, {
+            "field" : "fullPath",
+            "type" : "fullpath",
+            "value" : "\\Downloads\\Unconfirmed 667870.crdownload"
+          }, {
+            "field" : "malName",
+            "type" : "detection_name",
+            "value" : "TROJ_GEN.R03BC0PG624"
+          }, {
+            "field" : "actResult",
+            "type" : "text",
+            "value" : [ "Encrypted" ]
+          }, {
+            "field" : "scanType",
+            "type" : "text",
+            "value" : "Real-time Scan"
+          }, {
+            "field" : "endpointIp",
+            "type" : "ip",
+            "value" : [ "10.10.10.10" ]
+          } ],
+          "type" : "preset"
+        } ],
+        "detail" : {
+          "idpName" : "GTPL",
+          "eventCategory" : "Media and Entertainment",
+          "groupId" : "3g35av3545",
+          "eventAdditionalDetails" : "This is test sentence.",
+          "statusDetail" : "Log In",
+          "uuid" : "31f42842-e527-443a-bb9d-1918c0f65342",
+          "statusReason" : "Logged In",
+          "initiatedByServicePrincipalId" : "234eer345",
+          "locationCountry" : "Sweden",
+          "initiatedByAppDisplayName" : "Outlook",
+          "bitwiseFilterRiskLevel" : 2,
+          "locationLongitude" : "59.3293",
+          "eventName" : "The Detected Malware Scan",
+          "loggedByService" : "Microfost",
+          "filterRiskLevel" : "medium",
+          "locationState" : "Gotland",
+          "targetResources" : "Outlook Application.",
+          "eventId" : "214sf3445",
+          "initiatedByUserId" : "3424455d345",
+          "pname" : "2345wwy48",
+          "ipAddress" : "10.10.10.10",
+          "initiatedByUserPrincipalName" : "FIGI-ED",
+          "eventSourceType" : 3,
+          "version" : "2.1",
+          "tenantGuid" : "322434d344qd341",
+          "tags" : [ "1", "2" ],
+          "targetResourceDisplayName" : "Facetime",
+          "mgmtInstanceId" : "dsa92j2424e",
+          "targetResourceId" : "23e2t42w34",
+          "clientDisplayName" : "Microfost",
+          "operationType" : "Scanning",
+          "locationCity" : "Stockholm",
+          "status" : "Open",
+          "actionName" : "Sign Out",
+          "idpId" : "2",
+          "requestMethod" : "2 Way Authentication",
+          "clientOS" : "Windows 11",
+          "initiatedByAppId" : "33245",
+          "tmFilterRiskLevel" : "High",
+          "result" : "Fail",
+          "clientBrowser" : "Google Chrome",
+          "partitionKey" : "34787654324567890987",
+          "customFilterTags" : "scan",
+          "initiatedByUserDisplayName" : "John",
+          "clientApp" : "Outlook",
+          "initiatedByUserHomeTenantName" : "Hugh",
+          "resultReason" : "Malware Found.",
+          "customerId" : "191648c0f65342",
+          "packageTraceId" : "3e4rr245",
+          "correlationId" : "234r34r542w13",
+          "initiatedByUserIpAddress" : "10.10.10.10",
+          "clientId" : "de249o34",
+          "locationLatitude" : "18.0686",
+          "userDisplayName" : "Jordan",
+          "userAgent" : "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.106 Safari/537.36 OPR/38.0.2220.41",
+          "userId" : "23fd34w4",
+          "initiatedByUserHomeTenantId" : "3245de344",
+          "productCode" : "aad",
+          "customFilterRiskLevel" : "High",
+          "receivedTime" : "2024-07-31T07:01:44Z",
+          "initiatedByServicePrincipalName" : "ETTES-ER",
+          "policyTreePath" : "C:\\desktop\\malware.sys"
+        },
+        "ingestedDateTime" : "2024-07-31T05:00:49Z",
+        "uuid" : "31f42842-e527-443a-bb9d-1918c0f65342"
+      }
+    service: "observed-attack-techniques"
+    status: "notice"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1722402044000
+ -
+  sample: |-
+    {
+      "endpoint" : {
+        "agentGuid" : "cedddc75-d673-4ba0-a1f6-cf6b05a84670",
+        "endpointName" : "LAB-Luwak-1048",
+        "ips" : [ "10.10.10.10", "fe70::9457:af15:b645:35os" ]
+      },
+      "entityType" : "endpoint",
+      "entityName" : "desktop-17",
+      "detectedDateTime" : "2020-06-01T02:12:56Z",
+      "source" : "cloudActivityData",
+      "filters" : [ {
+        "riskLevel" : "info",
+        "mitreTacticIds" : [ "TA0002" ],
+        "mitreTechniqueIds" : [ "T1560.002" ],
+        "name" : "Service Execution via Service Control Manager",
+        "description" : "Service Control Manager (services.exe) has executed a process",
+        "id" : "F4231",
+        "highlightedObjects" : [ {
+          "field" : "objectPort",
+          "type" : "port",
+          "value" : 443
+        } ],
+        "type" : "custom"
+      } ],
+      "detail" : {
+        "eventID" : "1234567890abcdef",
+        "awsRegion" : "us-east-1",
+        "eventSubId" : "1234567890abcdef",
+        "eventCategory" : "Management",
+        "eventVersion" : "1.08",
+        "responseElements" : "{\"User\":{\"UserName\":\"JohnDoe\"}}",
+        "sourceIPAddress" : "10.10.10.10",
+        "eventSource" : "iam.amazonaws.com",
+        "readOnly" : false,
+        "userAgent" : "aws-cli/2.7.24 Python/3.9.7 Linux/5.10.104-1-MANJARO",
+        "eventType" : "AwsApiCall",
+        "uuid" : "1234567890abcdef",
+        "productCode" : "",
+        "requestID" : "1234567890abcdef",
+        "customerId" : "1234567890",
+        "eventName" : "CreateUser",
+        "packageTraceId" : "1234567890abcdef",
+        "recipientAccountId" : "1234567890",
+        "managementEvent" : true,
+        "filterRiskLevel" : "info",
+        "eventCase" : "CreateUser-1234567890"
+      },
+      "ingestedDateTime" : "2020-06-01T02:12:56Z",
+      "uuid" : "fdd69d98-58de-4249-9871-2e1b233b72ff"
+    }
+  service: "observed-attack-techniques"
+  result:
+    custom:
+      detail:
+        awsRegion: "us-east-1"
+        customerId: "1234567890"
+        eventCase: "CreateUser-1234567890"
+        eventCategory: "Management"
+        eventID: "1234567890abcdef"
+        eventName: "CreateUser"
+        eventSource: "iam.amazonaws.com"
+        eventSubId: "1234567890abcdef"
+        eventType: "AwsApiCall"
+        eventVersion: "1.08"
+        filterRiskLevel: "info"
+        managementEvent: true
+        packageTraceId: "1234567890abcdef"
+        productCode: ""
+        readOnly: false
+        recipientAccountId: "1234567890"
+        requestID: "1234567890abcdef"
+        responseElements: "{\"User\":{\"UserName\":\"JohnDoe\"}}"
+        userAgent: "aws-cli/2.7.24 Python/3.9.7 Linux/5.10.104-1-MANJARO"
+        uuid: "1234567890abcdef"
+      detectedDateTime: "2020-06-01T02:12:56Z"
+      endpoint:
+        agentGuid: "cedddc75-d673-4ba0-a1f6-cf6b05a84670"
+        endpointName: "LAB-Luwak-1048"
+        ips:
+         - "10.10.10.10"
+         - "fe70::9457:af15:b645:35os"
+      entityName: "desktop-17"
+      entityType: "endpoint"
+      filters:
+       -
+        riskLevel: "info"
+        mitreTacticIds:
+         - "TA0002"
+        mitreTechniqueIds:
+         - "T1560.002"
+        name: "Service Execution via Service Control Manager"
+        description: "Service Control Manager (services.exe) has executed a process"
+        id: "F4231"
+        highlightedObjects:
+         -
+          field: "objectPort"
+          type: "port"
+          value: 443
+        type: "custom"
+      ingestedDateTime: "2020-06-01T02:12:56Z"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+      oat_event_severity: "Debug"
+      source: "cloudActivityData"
+      uuid: "fdd69d98-58de-4249-9871-2e1b233b72ff"
+    message: |-
+      {
+        "endpoint" : {
+          "agentGuid" : "cedddc75-d673-4ba0-a1f6-cf6b05a84670",
+          "endpointName" : "LAB-Luwak-1048",
+          "ips" : [ "10.10.10.10", "fe70::9457:af15:b645:35os" ]
+        },
+        "entityType" : "endpoint",
+        "entityName" : "desktop-17",
+        "detectedDateTime" : "2020-06-01T02:12:56Z",
+        "source" : "cloudActivityData",
+        "filters" : [ {
+          "riskLevel" : "info",
+          "mitreTacticIds" : [ "TA0002" ],
+          "mitreTechniqueIds" : [ "T1560.002" ],
+          "name" : "Service Execution via Service Control Manager",
+          "description" : "Service Control Manager (services.exe) has executed a process",
+          "id" : "F4231",
+          "highlightedObjects" : [ {
+            "field" : "objectPort",
+            "type" : "port",
+            "value" : 443
+          } ],
+          "type" : "custom"
+        } ],
+        "detail" : {
+          "eventID" : "1234567890abcdef",
+          "awsRegion" : "us-east-1",
+          "eventSubId" : "1234567890abcdef",
+          "eventCategory" : "Management",
+          "eventVersion" : "1.08",
+          "responseElements" : "{\"User\":{\"UserName\":\"JohnDoe\"}}",
+          "sourceIPAddress" : "10.10.10.10",
+          "eventSource" : "iam.amazonaws.com",
+          "readOnly" : false,
+          "userAgent" : "aws-cli/2.7.24 Python/3.9.7 Linux/5.10.104-1-MANJARO",
+          "eventType" : "AwsApiCall",
+          "uuid" : "1234567890abcdef",
+          "productCode" : "",
+          "requestID" : "1234567890abcdef",
+          "customerId" : "1234567890",
+          "eventName" : "CreateUser",
+          "packageTraceId" : "1234567890abcdef",
+          "recipientAccountId" : "1234567890",
+          "managementEvent" : true,
+          "filterRiskLevel" : "info",
+          "eventCase" : "CreateUser-1234567890"
+        },
+        "ingestedDateTime" : "2020-06-01T02:12:56Z",
+        "uuid" : "fdd69d98-58de-4249-9871-2e1b233b72ff"
+      }
+    service: "observed-attack-techniques"
+    status: "debug"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1590977576000
+ -
+  sample: |-
+    {
+      "endpoint" : {
+        "agentGuid" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+        "endpointName" : "LAB-Luwak-1048",
+        "ips" : [ "10.10.10.10", "fe78::1542:af77:b312:35ea" ]
+      },
+      "entityType" : "endpoint",
+      "entityName" : "desktop-17",
+      "detectedDateTime" : "2020-06-01T02:12:56Z",
+      "source" : "networkActivityData",
+      "filters" : [ {
+        "riskLevel" : "info",
+        "mitreTacticIds" : [ "TA0002" ],
+        "mitreTechniqueIds" : [ "T1560.002" ],
+        "name" : "Service Execution via Service Control Manager",
+        "description" : "Service Control Manager (services.exe) has executed a process",
+        "id" : "F4231",
+        "highlightedObjects" : [ {
+          "field" : "objectPort",
+          "type" : "port",
+          "value" : 443
+        } ],
+        "type" : "custom"
+      } ],
+      "detail" : {
+        "request" : "https://www.example.com",
+        "rt" : 1643723400,
+        "fileName" : "dummy-file.exe",
+        "serverTls" : "TLSv1.2",
+        "dst" : "8.8.8.8",
+        "requestBase" : "example.com",
+        "requestMethod" : "GET",
+        "pver" : "1.0",
+        "companyName" : "Example Inc.",
+        "fileHash" : "sample-filehash",
+        "serverProtocol" : "HTTP/1.1",
+        "suid" : "admin",
+        "mimeType" : "application/x-msdownload",
+        "duration" : 100,
+        "score" : 50,
+        "endpointHostName" : "dummy-host",
+        "act" : "2",
+        "ruleUuid" : "sample-ruleuuid",
+        "deviceGUID" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+        "ruleType" : " dummy-rule-type",
+        "eventName" : " dummy-event",
+        "ruleName" : " dummy-rule",
+        "filterRiskLevel" : "info",
+        "objectId" : "sample-objectuuid",
+        "src" : "10.10.10.10",
+        "pname" : " dummy-product",
+        "fileHashSha256" : "sample-filehashsha256",
+        "malName" : " dummy-malware",
+        "profile" : " dummy-profile",
+        "start" : 1643723400,
+        "dpt" : 443,
+        "principalName" : "admin",
+        "userAgent" : "Mozilla/5.0",
+        "requestMimeType" : "text/html",
+        "userDomain" : "example.com",
+        "osName" : "Windows 10",
+        "tenantGuid" : "nisdds75-d673-4ba0-a1f6-cf6b05a46152",
+        "eventSubName" : " dummy-sub-event",
+        "policyUuid" : "sample-policyuuid",
+        "detectionType" : " dummy-detection",
+        "application" : "Example App",
+        "fileSize" : "1024",
+        "sender" : "gateway",
+        "spt" : 443,
+        "clientIp" : "10.10.10.10",
+        "endpointGuid" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+        "userDepartment" : "IT",
+        "fileType" : "application/x-msdownload"
+      },
+      "ingestedDateTime" : "2020-06-01T02:12:56Z",
+      "uuid" : "fdd69d98-58de-4249-9871-2e1b233b72ff"
+    }
+  service: "observed-attack-techniques"
+  result:
+    custom:
+      detail:
+        act: "2"
+        application: "Example App"
+        clientIp: "10.10.10.10"
+        companyName: "Example Inc."
+        detectionType: " dummy-detection"
+        deviceGUID: "ceddds65-d673-4ba0-a1f6-cf6b05a46152"
+        duration: 100
+        endpointGuid: "ceddds65-d673-4ba0-a1f6-cf6b05a46152"
+        endpointHostName: "dummy-host"
+        eventName: " dummy-event"
+        eventSubName: " dummy-sub-event"
+        fileHash: "sample-filehash"
+        fileHashSha256: "sample-filehashsha256"
+        fileName: "dummy-file.exe"
+        fileSize: "1024"
+        fileType: "application/x-msdownload"
+        filterRiskLevel: "info"
+        malName: " dummy-malware"
+        mimeType: "application/x-msdownload"
+        objectId: "sample-objectuuid"
+        osName: "Windows 10"
+        pname: " dummy-product"
+        policyUuid: "sample-policyuuid"
+        principalName: "admin"
+        profile: " dummy-profile"
+        pver: "1.0"
+        request: "https://www.example.com"
+        requestBase: "example.com"
+        requestMethod: "GET"
+        requestMimeType: "text/html"
+        rt: 1643723400
+        ruleName: " dummy-rule"
+        ruleType: " dummy-rule-type"
+        ruleUuid: "sample-ruleuuid"
+        score: 50
+        sender: "gateway"
+        serverProtocol: "HTTP/1.1"
+        serverTls: "TLSv1.2"
+        start: 1643723400
+        suid: "admin"
+        tenantGuid: "nisdds75-d673-4ba0-a1f6-cf6b05a46152"
+        userAgent: "Mozilla/5.0"
+        userDepartment: "IT"
+        userDomain: "example.com"
+      detectedDateTime: "2020-06-01T02:12:56Z"
+      endpoint:
+        agentGuid: "ceddds65-d673-4ba0-a1f6-cf6b05a46152"
+        endpointName: "LAB-Luwak-1048"
+        ips:
+         - "10.10.10.10"
+         - "fe78::1542:af77:b312:35ea"
+      entityName: "desktop-17"
+      entityType: "endpoint"
+      filters:
+       -
+        riskLevel: "info"
+        mitreTacticIds:
+         - "TA0002"
+        mitreTechniqueIds:
+         - "T1560.002"
+        name: "Service Execution via Service Control Manager"
+        description: "Service Control Manager (services.exe) has executed a process"
+        id: "F4231"
+        highlightedObjects:
+         -
+          field: "objectPort"
+          type: "port"
+          value: 443
+        type: "custom"
+      ingestedDateTime: "2020-06-01T02:12:56Z"
+      network:
+        client:
+          geoip: {}
+          ip: "10.10.10.10"
+          port: 443
+        destination:
+          ip: "8.8.8.8"
+          port: 443
+      oat_event_severity: "Debug"
+      source: "networkActivityData"
+      uuid: "fdd69d98-58de-4249-9871-2e1b233b72ff"
+    message: |-
+      {
+        "endpoint" : {
+          "agentGuid" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+          "endpointName" : "LAB-Luwak-1048",
+          "ips" : [ "10.10.10.10", "fe78::1542:af77:b312:35ea" ]
+        },
+        "entityType" : "endpoint",
+        "entityName" : "desktop-17",
+        "detectedDateTime" : "2020-06-01T02:12:56Z",
+        "source" : "networkActivityData",
+        "filters" : [ {
+          "riskLevel" : "info",
+          "mitreTacticIds" : [ "TA0002" ],
+          "mitreTechniqueIds" : [ "T1560.002" ],
+          "name" : "Service Execution via Service Control Manager",
+          "description" : "Service Control Manager (services.exe) has executed a process",
+          "id" : "F4231",
+          "highlightedObjects" : [ {
+            "field" : "objectPort",
+            "type" : "port",
+            "value" : 443
+          } ],
+          "type" : "custom"
+        } ],
+        "detail" : {
+          "request" : "https://www.example.com",
+          "rt" : 1643723400,
+          "fileName" : "dummy-file.exe",
+          "serverTls" : "TLSv1.2",
+          "dst" : "8.8.8.8",
+          "requestBase" : "example.com",
+          "requestMethod" : "GET",
+          "pver" : "1.0",
+          "companyName" : "Example Inc.",
+          "fileHash" : "sample-filehash",
+          "serverProtocol" : "HTTP/1.1",
+          "suid" : "admin",
+          "mimeType" : "application/x-msdownload",
+          "duration" : 100,
+          "score" : 50,
+          "endpointHostName" : "dummy-host",
+          "act" : "2",
+          "ruleUuid" : "sample-ruleuuid",
+          "deviceGUID" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+          "ruleType" : " dummy-rule-type",
+          "eventName" : " dummy-event",
+          "ruleName" : " dummy-rule",
+          "filterRiskLevel" : "info",
+          "objectId" : "sample-objectuuid",
+          "src" : "10.10.10.10",
+          "pname" : " dummy-product",
+          "fileHashSha256" : "sample-filehashsha256",
+          "malName" : " dummy-malware",
+          "profile" : " dummy-profile",
+          "start" : 1643723400,
+          "dpt" : 443,
+          "principalName" : "admin",
+          "userAgent" : "Mozilla/5.0",
+          "requestMimeType" : "text/html",
+          "userDomain" : "example.com",
+          "osName" : "Windows 10",
+          "tenantGuid" : "nisdds75-d673-4ba0-a1f6-cf6b05a46152",
+          "eventSubName" : " dummy-sub-event",
+          "policyUuid" : "sample-policyuuid",
+          "detectionType" : " dummy-detection",
+          "application" : "Example App",
+          "fileSize" : "1024",
+          "sender" : "gateway",
+          "spt" : 443,
+          "clientIp" : "10.10.10.10",
+          "endpointGuid" : "ceddds65-d673-4ba0-a1f6-cf6b05a46152",
+          "userDepartment" : "IT",
+          "fileType" : "application/x-msdownload"
+        },
+        "ingestedDateTime" : "2020-06-01T02:12:56Z",
+        "uuid" : "fdd69d98-58de-4249-9871-2e1b233b72ff"
+      }
+    service: "observed-attack-techniques"
+    status: "debug"
+    tags:
+     - "source:LOGS_SOURCE"
+    timestamp: 1590977576000
diff --git a/trend_micro_vision_one_xdr/assets/trend-micro-vision-one-xdr.svg b/trend_micro_vision_one_xdr/assets/trend-micro-vision-one-xdr.svg
new file mode 100644
index 0000000000000..6abaea449f8be
--- /dev/null
+++ b/trend_micro_vision_one_xdr/assets/trend-micro-vision-one-xdr.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="901" height="337" xml:space="preserve" version="1.1" viewBox="-3 -3 907 343"><g id="deeditor_bgCarrier" stroke-width="0">
+    <rect id="dee_c_e" x="-3" y="-3" width="907" height="343" rx="0" fill="#ffffff" strokewidth="0"/>
+  </g>
+  <image width="901" height="337" 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" fill="#000000"/>
+</svg>
\ No newline at end of file
diff --git a/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_oat.png b/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_oat.png
new file mode 100644
index 0000000000000..61d5f57468423
Binary files /dev/null and b/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_oat.png differ
diff --git a/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_workbench_alerts.png b/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_workbench_alerts.png
new file mode 100644
index 0000000000000..46fa16632a0a0
Binary files /dev/null and b/trend_micro_vision_one_xdr/images/trend_micro_vision_one_xdr_workbench_alerts.png differ
diff --git a/trend_micro_vision_one_xdr/manifest.json b/trend_micro_vision_one_xdr/manifest.json
index 3d64ea2654d4f..1ec3d9e225a63 100644
--- a/trend_micro_vision_one_xdr/manifest.json
+++ b/trend_micro_vision_one_xdr/manifest.json
@@ -10,7 +10,18 @@
     "changelog": "CHANGELOG.md",
     "description": "Gain insights into trend micro vision one xdr logs",
     "title": "Trend Micro Vision One XDR",
-    "media": [],
+    "media": [
+      {
+        "caption": "Trend Micro Vision One XDR - Workbench Alerts",
+        "image_url": "images/trend_micro_vision_one_xdr_workbench_alerts.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Trend Micro Vision One XDR - Observed Attack Techniques",
+        "image_url": "images/trend_micro_vision_one_xdr_oat.png",
+        "media_type": "image"
+      }
+    ],
     "classifier_tags": [
       "Category::Log Collection",
       "Category::Security",
@@ -29,6 +40,13 @@
       "service_checks": {
         "metadata_path": "assets/service_checks.json"
       }
+    },
+    "dashboards": {
+      "Trend Micro Vision One XDR - Workbench Alerts": "assets/dashboards/trend_micro_vision_one_xdr_workbench_alerts.json",
+      "Trend Micro Vision One XDR - Observed Attack Techniques": "assets/dashboards/trend_micro_vision_one_xdr_observed_attack_techniques.json"
+    },
+    "logs": {
+      "source": "trend-micro-vision-one-xdr"
     }
   },
   "author": {
@@ -36,6 +54,5 @@
     "name": "Datadog",
     "homepage": "https://www.datadoghq.com",
     "sales_email": "info@datadoghq.com"
-  },
-  "oauth": {}
+  }
 }
\ No newline at end of file
diff --git a/twemproxy/CHANGELOG.md b/twemproxy/CHANGELOG.md
index 179918687fd63..a0c69524e7c84 100644
--- a/twemproxy/CHANGELOG.md
+++ b/twemproxy/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.15.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/twemproxy/changelog.d/18207.added b/twemproxy/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/twemproxy/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/twemproxy/changelog.d/18580.removed b/twemproxy/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/twemproxy/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/twemproxy/changelog.d/18617.fixed b/twemproxy/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/twemproxy/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/twemproxy/datadog_checks/twemproxy/__about__.py b/twemproxy/datadog_checks/twemproxy/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/twemproxy/datadog_checks/twemproxy/__about__.py
+++ b/twemproxy/datadog_checks/twemproxy/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/twistlock/CHANGELOG.md b/twistlock/CHANGELOG.md
index 1d6da2d747709..4df639fe19519 100644
--- a/twistlock/CHANGELOG.md
+++ b/twistlock/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.6.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/twistlock/changelog.d/18207.added b/twistlock/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/twistlock/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/twistlock/changelog.d/18580.removed b/twistlock/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/twistlock/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/twistlock/changelog.d/18617.fixed b/twistlock/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/twistlock/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/twistlock/datadog_checks/twistlock/__about__.py b/twistlock/datadog_checks/twistlock/__about__.py
index 78967d676d1af..59ccab2a77ff8 100644
--- a/twistlock/datadog_checks/twistlock/__about__.py
+++ b/twistlock/datadog_checks/twistlock/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/varnish/CHANGELOG.md b/varnish/CHANGELOG.md
index 9a93bc5ed8ecf..583f75847c90a 100644
--- a/varnish/CHANGELOG.md
+++ b/varnish/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 4.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/varnish/changelog.d/18207.added b/varnish/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/varnish/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/varnish/changelog.d/18580.removed b/varnish/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/varnish/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/varnish/changelog.d/18617.fixed b/varnish/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/varnish/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/varnish/datadog_checks/varnish/__about__.py b/varnish/datadog_checks/varnish/__about__.py
index 5778c5423a6b0..f81a9a356ff96 100644
--- a/varnish/datadog_checks/varnish/__about__.py
+++ b/varnish/datadog_checks/varnish/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "3.0.0"
+__version__ = "4.0.0"
diff --git a/vault/CHANGELOG.md b/vault/CHANGELOG.md
index 227b4101eea6f..a68c45083ef0e 100644
--- a/vault/CHANGELOG.md
+++ b/vault/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.2.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/vault/changelog.d/18207.added b/vault/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/vault/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/vault/changelog.d/18580.removed b/vault/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/vault/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/vault/changelog.d/18617.fixed b/vault/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/vault/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/vault/datadog_checks/vault/__about__.py b/vault/datadog_checks/vault/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/vault/datadog_checks/vault/__about__.py
+++ b/vault/datadog_checks/vault/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/vault/tests/docker/docker-compose.yaml b/vault/tests/docker/docker-compose.yaml
index 0dc515a09a93b..12328c6b93c9e 100644
--- a/vault/tests/docker/docker-compose.yaml
+++ b/vault/tests/docker/docker-compose.yaml
@@ -1,5 +1,3 @@
-version: '3'
-
 services:
   vault-leader:
     container_name: vault-leader
diff --git a/vault/tests/test_integration.py b/vault/tests/test_integration.py
index 77e2802e46dd3..3097f19d7ffa2 100644
--- a/vault/tests/test_integration.py
+++ b/vault/tests/test_integration.py
@@ -10,12 +10,24 @@
 
 @auth_required
 @pytest.mark.usefixtures('dd_environment')
-@pytest.mark.flaky
 @pytest.mark.integration
-@pytest.mark.parametrize('use_openmetrics', [False, True], indirect=True)
-@pytest.mark.parametrize('use_auth_file', [False, True])
-def test_integration(aggregator, dd_run_check, check, instance, global_tags, use_openmetrics, use_auth_file):
-    instance = dict(instance(use_auth_file))
+@pytest.mark.parametrize('use_openmetrics', [True, False], indirect=True, ids=['legacy', 'openmetrics'])
+def test_integration(aggregator, dd_run_check, check, instance, global_tags, use_openmetrics):
+    instance = dict(instance(False))
+    instance['use_openmetrics'] = use_openmetrics
+
+    check = check(instance)
+    dd_run_check(check)
+
+    assert_collection(aggregator, global_tags, use_openmetrics)
+
+
+@auth_required
+@pytest.mark.usefixtures('dd_environment')
+@pytest.mark.integration
+@pytest.mark.parametrize('use_openmetrics', [True, False], indirect=True, ids=['legacy', 'openmetrics'])
+def test_integration_auth_file(aggregator, dd_run_check, check, instance, global_tags, use_openmetrics):
+    instance = dict(instance(True))
     instance['use_openmetrics'] = use_openmetrics
 
     check = check(instance)
@@ -26,9 +38,8 @@ def test_integration(aggregator, dd_run_check, check, instance, global_tags, use
 
 @noauth_required
 @pytest.mark.usefixtures('dd_environment')
-@pytest.mark.flaky
 @pytest.mark.integration
-@pytest.mark.parametrize('use_openmetrics', [False, True], indirect=True)
+@pytest.mark.parametrize('use_openmetrics', [False], indirect=True, ids=['legacy'])
 def test_integration_noauth(aggregator, dd_run_check, check, no_token_instance, global_tags, use_openmetrics):
     instance = dict(no_token_instance)
     instance['use_openmetrics'] = use_openmetrics
diff --git a/vertica/CHANGELOG.md b/vertica/CHANGELOG.md
index e7ea09620e005..380420c558321 100644
--- a/vertica/CHANGELOG.md
+++ b/vertica/CHANGELOG.md
@@ -2,17 +2,31 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.6.0 / 2024-08-09 / Agent 7.57.0
 
 ***Added***:
 
-* Update dependencies ([#18185](https://github.com/DataDog/integrations-core/pull/18185))
+* Update dependencies ([#18187](https://github.com/DataDog/integrations-core/pull/18187))
 
 ## 4.5.0 / 2024-03-22 / Agent 7.53.0
 
diff --git a/vertica/changelog.d/18207.added b/vertica/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/vertica/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/vertica/changelog.d/18580.removed b/vertica/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/vertica/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/vertica/changelog.d/18617.fixed b/vertica/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/vertica/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/vertica/datadog_checks/vertica/__about__.py b/vertica/datadog_checks/vertica/__about__.py
index 59ccab2a77ff8..098562e5f2817 100644
--- a/vertica/datadog_checks/vertica/__about__.py
+++ b/vertica/datadog_checks/vertica/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/vllm/CHANGELOG.md b/vllm/CHANGELOG.md
index 489b9f782b024..817b86cb971ff 100644
--- a/vllm/CHANGELOG.md
+++ b/vllm/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 2.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.0.0 / 2024-07-05 / Agent 7.56.0
 
 ***Added***:
diff --git a/vllm/README.md b/vllm/README.md
index 420aa6cfcf32e..b69854afb0e9a 100644
--- a/vllm/README.md
+++ b/vllm/README.md
@@ -48,6 +48,10 @@ In either case, make sure that the `source` value for your logs is `vllm`. This
 
 Need help? Contact [Datadog support][9].
 
+## Further Reading
+Additional helpful documentation, links, and articles:
+- [Optimize LLM application performance with Datadog's vLLM integration][13]
+
 
 [1]: https://docs.vllm.ai/en/stable/
 [2]: https://app.datadoghq.com/account/settings/agent/latest
@@ -60,3 +64,4 @@ Need help? Contact [Datadog support][9].
 [10]: https://docs.datadoghq.com/containers/docker/log/?tab=containerinstallation#installation
 [11]: https://docs.datadoghq.com/containers/docker/log/?tab=hostagent#installation
 [12]: https://docs.datadoghq.com/containers/docker/log/?tab=dockerfile#log-integrations
+[13]: https://www.datadoghq.com/blog/vllm-integration/
\ No newline at end of file
diff --git a/vllm/assets/dashboards/overview.json b/vllm/assets/dashboards/overview.json
index dac7d8cf0f7b5..5df9e28ee5115 100644
--- a/vllm/assets/dashboards/overview.json
+++ b/vllm/assets/dashboards/overview.json
@@ -448,7 +448,7 @@
                                             "aggregator": "avg",
                                             "data_source": "metrics",
                                             "name": "query1",
-                                            "query": "avg:vllm.avg.generation_throughput.toks_per_s{$model_name}"
+                                            "query": "sum:vllm.avg.generation_throughput.toks_per_s{$model_name}"
                                         }
                                     ],
                                     "response_format": "scalar"
diff --git a/vllm/assets/service_checks.json b/vllm/assets/service_checks.json
index 2ebec51c226be..5cb654c3eaf72 100644
--- a/vllm/assets/service_checks.json
+++ b/vllm/assets/service_checks.json
@@ -13,20 +13,5 @@
         ],
         "name": "vLLM OpenMetrics endpoint health",
         "description": "Returns `CRITICAL` if the Agent is unable to connect to the vLLM OpenMetrics endpoint, otherwise returns `OK`."
-    },
-    {
-        "agent_version": "7.56.0",
-        "integration": "vLLM",
-        "check": "vllm.health.status",
-        "statuses": [
-            "ok",
-            "warning",
-            "critical"
-        ],
-        "groups": [
-            "host"
-                ],
-        "name": "Health Status of vLLM",
-        "description": "Returns `CRITICAL` if the Server is having a 4xx or 5xx response, `OK` if the response is 200, and `unknown` for everything else."
     }
 ]
\ No newline at end of file
diff --git a/vllm/changelog.d/18207.added b/vllm/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/vllm/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/vllm/changelog.d/18617.fixed b/vllm/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/vllm/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/vllm/datadog_checks/vllm/__about__.py b/vllm/datadog_checks/vllm/__about__.py
index cc393c1dad9ce..f8405f9a7a8ae 100644
--- a/vllm/datadog_checks/vllm/__about__.py
+++ b/vllm/datadog_checks/vllm/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2024-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '2.1.0'
diff --git a/vllm/manifest.json b/vllm/manifest.json
index c81c4669a8f8b..b5d9c61852e7a 100644
--- a/vllm/manifest.json
+++ b/vllm/manifest.json
@@ -19,6 +19,12 @@
       "Category::AI/ML",
       "Submitted Data Type::Metrics",
       "Offering::Integration"
+    ],
+    "resources": [
+      {
+        "resource_type": "blog",
+        "url": "https://www.datadoghq.com/blog/vllm-integration/"
+      }
     ]
   },
   "assets": {
diff --git a/vllm/tests/common.py b/vllm/tests/common.py
index 99a11263f786f..dbc010e0e3c1c 100644
--- a/vllm/tests/common.py
+++ b/vllm/tests/common.py
@@ -17,7 +17,6 @@ def get_fixture_path(filename):
 MOCKED_INSTANCE = {
     "openmetrics_endpoint": f"http://{HOST}:{PORT}/metrics",
     "tags": ['test:test'],
-    "collect_server_info": True,
 }
 
 MOCKED_VERSION_ENDPOINT = f"http://{HOST}:{PORT}/version"
diff --git a/vllm/tests/docker/docker-compose.yaml b/vllm/tests/docker/docker-compose.yaml
index 7a41d2c97a358..251148cf66d2c 100644
--- a/vllm/tests/docker/docker-compose.yaml
+++ b/vllm/tests/docker/docker-compose.yaml
@@ -1,4 +1,3 @@
-version: "3.9"
 services:
   caddy:
     image: caddy:2.7
@@ -8,4 +7,4 @@ services:
     volumes:
       - ./Caddyfile:/etc/caddy/Caddyfile
       - ../fixtures/vllm_metrics.txt:/usr/share/caddy/metrics
-      - ../fixtures/vllm_version.json:/usr/share/caddy/version
\ No newline at end of file
+      - ../fixtures/vllm_version.json:/usr/share/caddy/version
diff --git a/voltdb/CHANGELOG.md b/voltdb/CHANGELOG.md
index 13547b5401255..bf1ce52e51f1d 100644
--- a/voltdb/CHANGELOG.md
+++ b/voltdb/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.2.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/voltdb/changelog.d/18207.added b/voltdb/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/voltdb/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/voltdb/changelog.d/18580.removed b/voltdb/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/voltdb/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/voltdb/changelog.d/18617.fixed b/voltdb/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/voltdb/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/voltdb/datadog_checks/voltdb/__about__.py b/voltdb/datadog_checks/voltdb/__about__.py
index bcf02753eab69..1fda5ed1ca206 100644
--- a/voltdb/datadog_checks/voltdb/__about__.py
+++ b/voltdb/datadog_checks/voltdb/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2020-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/vonage/CHANGELOG.md b/vonage/CHANGELOG.md
new file mode 100644
index 0000000000000..4a6a74d65bbf6
--- /dev/null
+++ b/vonage/CHANGELOG.md
@@ -0,0 +1,7 @@
+# CHANGELOG - Vonage
+
+## 1.0.0 / 2024-10-23
+
+***Added***:
+
+* Initial Release
\ No newline at end of file
diff --git a/vonage/README.md b/vonage/README.md
new file mode 100644
index 0000000000000..cd4ddc3c6998a
--- /dev/null
+++ b/vonage/README.md
@@ -0,0 +1,50 @@
+# Agent Check: Vonage
+
+[Vonage](https://www.vonage.com/) offers flexible and scalable voice, messaging, video, and data capabilities across unified communications, contact centers, and communications APIs. All the logs generated from voice, SMS, and dispatch APIs are available through the Reports API.
+
+## Overview
+
+This integration provides the following benefits:
+1. **Centralized Data**: Combines SMS and voice call logs in one place for easier access and management.
+2. **Enhanced analytics**: Enables analysis of communication patterns to inform business strategies.
+3. **Trend identification**: Allows businesses to spot trends in customer interactions, aiding proactive engagement.
+4. **Informed decision-making**: Provides insights that drive strategic decisions for growth and improvement.
+
+## Setup
+
+1. Log into [Vonage](https://www.vonage.com/log-in/).
+2. Navigate to Vonage [dashboard](https://dashboard.nexmo.com/).
+3. Here, you can obtain both the API key and API secret. 
+4. Navigate to [Applications](https://dashboard.nexmo.com/applications).
+5. Click on + Create a new Application to create a new application.
+6. Enable the Messages Capabilities.
+7. Enable the Voice Capabilities.
+8. To make a call using the dashboard, Please refer to this [link](https://developer.vonage.com/en/voice/voice-api/getting-started?lang=using-dashboard).
+
+
+### Configuration
+
+Configure the Datadog endpoint to forward Vonage logs to Datadog.
+1. Navigate to Vonage.
+2. Add your Vonage credentials.
+
+| Vonage Parameters | Description |
+|----------|----------|
+| API key | API Key of the Vonage account. |
+| API secret | API Secret of the Vonage account. |
+
+
+## Data Collected
+
+### Logs
+
+Logs are designed to collect and manage logs of SMS messages and voice calls. They capture essential details such as timestamps, sender and recipient information, message content, call duration, and call status.
+
+## Troubleshooting
+
+Need help? Contact [Datadog support][3].
+
+[1]: **LINK_TO_INTEGRATION_SITE**
+[2]: https://app.datadoghq.com/account/settings/agent/latest
+[3]: https://docs.datadoghq.com/help/
+
diff --git a/vonage/assets/service_checks.json b/vonage/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/vonage/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/vonage/manifest.json b/vonage/manifest.json
new file mode 100644
index 0000000000000..51b863ed5edfd
--- /dev/null
+++ b/vonage/manifest.json
@@ -0,0 +1,44 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "af03738b-a2a3-4d90-bbc8-5c6bdccfa0a5",
+  "app_id": "vonage",
+  "display_on_public_website": false,
+  "tile": {
+      "overview": "README.md#Overview",
+      "configuration": "README.md#Setup",
+      "support": "README.md#Support",
+      "changelog": "CHANGELOG.md",
+      "description": "Gain insights into Vonage logs.",
+      "title": "Vonage",
+      "media": [],
+      "classifier_tags": [
+          "Category::Log Collection",
+          "Submitted Data Type::Logs",
+          "Offering::Integration"
+      ]
+  },
+  "assets": {
+      "integration": {
+          "auto_install": true,
+          "source_type_id": 30175200,
+          "source_type_name": "vonage",
+          "events": {
+              "creates_events": false
+          },
+        "metrics": {
+            "prefix": "vonage.",
+            "check": "",
+            "metadata_path": "metadata.csv"
+            },
+        "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    }
+  },
+      "author": {
+          "support_email": "help@datadoghq.com",
+          "name": "Datadog",
+          "homepage": "https://www.datadoghq.com",
+          "sales_email": "info@datadoghq.com"
+      }
+}
\ No newline at end of file
diff --git a/vonage/metadata.csv b/vonage/metadata.csv
new file mode 100644
index 0000000000000..02cde5e98381e
--- /dev/null
+++ b/vonage/metadata.csv
@@ -0,0 +1 @@
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
diff --git a/vsphere/CHANGELOG.md b/vsphere/CHANGELOG.md
index 0bbaab575c36d..9bc75b4d8a6d6 100644
--- a/vsphere/CHANGELOG.md
+++ b/vsphere/CHANGELOG.md
@@ -2,15 +2,23 @@
 
 <!-- towncrier release notes start -->
 
-## 8.0.0 / 2024-09-25
+## 8.1.0 / 2024-11-20
 
-***Removed***:
+***Added***:
 
-* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+* Added support for vSAN metric/event collection in the vSphere integration ([#18117](https://github.com/DataDog/integrations-core/pull/18117))
 
-***Added***:
+## 8.0.1 / 2024-10-31 / Agent 7.60.0
+
+***Fixed***:
+
+* Add debug log line for host tags. ([#18774](https://github.com/DataDog/integrations-core/pull/18774))
 
-* Bump the python version from 3.11 to 3.12 ([#18207](https://github.com/DataDog/integrations-core/pull/18207))
+## 8.0.0 / 2024-09-25 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
 * Added the hostname_transform config option ([#18652](https://github.com/DataDog/integrations-core/pull/18652))
 
 ***Fixed***:
@@ -24,6 +32,10 @@
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 7.6.0 / 2024-07-05 / Agent 7.56.0
 
 ***Added***:
diff --git a/vsphere/README.md b/vsphere/README.md
index 57cc9a8a9797e..7296b1cabbcc5 100644
--- a/vsphere/README.md
+++ b/vsphere/README.md
@@ -83,7 +83,7 @@ This check watches vCenter's Event Manager for events and emits them to Datadog.
 - VmSuspendedEvent
 - VmPoweredOffEvent
 
-However, events can be added or removed using the `vsphere.d/conf.yaml` file. See the `include_events` parameter section in the [sample vsphere.d/conf.yaml][4].
+Use the `include_events` parameter section in the [sample vsphere.d/conf.yaml][4] to collect additional events from the `vim.event` class .
 
 ### Service Checks
 
@@ -97,7 +97,11 @@ See [service_checks.json][12] for a list of service checks provided by this inte
 
 You can limit the number of VMs pulled in with the VMWare integration using the `vsphere.d/conf.yaml` file. See the `resource_filters` parameter section in the [sample vsphere.d/conf.yaml][4].
 
-### Monitoring vSphere Tanzu Kubernetes Grid (TKG)
+## Billing
+
+- [vSphere Integration Billing][17]
+
+## Monitoring vSphere Tanzu Kubernetes Grid (TKG)
 
 The Datadog vSphere integration collects metrics and events from your [TKG][13] VMs and control plane VMs automatically. To collect more granular information about your TKG cluster, including container-, pod-, and node-level metrics, you can install the [Datadog Agent][14] on your cluster. See the [distribution documentation][15] for example configuration files specific to TKG.
 
@@ -121,3 +125,4 @@ The Datadog vSphere integration collects metrics and events from your [TKG][13]
 [14]: https://docs.datadoghq.com/containers/kubernetes/installation/?tab=operator
 [15]: https://docs.datadoghq.com/containers/kubernetes/distributions/?tab=operator#TKG
 [16]: https://www.datadoghq.com/blog/unified-vsphere-app-monitoring-datadog/#auto-discovery-across-vm-and-app-layers
+[17]: https://docs.datadoghq.com/account_management/billing/vsphere
diff --git a/vsphere/assets/configuration/spec.yaml b/vsphere/assets/configuration/spec.yaml
index 8de16bf619c66..eb5bb64459c23 100644
--- a/vsphere/assets/configuration/spec.yaml
+++ b/vsphere/assets/configuration/spec.yaml
@@ -296,7 +296,7 @@ files:
             - 'datacenter'
             - 'cluster'
             - 'storage_pod'
-            - 'vcenter_object_manager'
+            - 'vstorage_object_manager'
           type: array
           display_default: ['vm', 'host']
           items:
@@ -305,14 +305,15 @@ files:
         description: |
           The events that should be collected by the vSphere integration.
 
-          The "event" specifies the event type you want to include, and the "excluded_messages" is a list of
-          messages of that event type you do not want to collect. For example, if the key
+          The "event" specifies the event type you want to include, and optionally, the "excluded_messages" is
+          a list of messages of that event type you do not want to collect. For example, if the key
           is 'AlarmStatusChangedEvent' and the values for this key are 'Gray to Green' and 'Green to Gray',
           then all events named 'AlarmStatusChangedEvent' that don't have the message 'Gray to Green'
           and 'Green to Gray' will be included.
           
-          Currently, events can only be collected from the following resources:
-          VMs, hosts, datacenters, datastores, and clusters.
+          Events can only be collected if their event type ID is in the 'vim.event' class:
+          https://vdc-repo.vmware.com/vmwb-repository/dcr-public/d1902b0e-d479-46bf-8ac9-cee0e31e8ec0/
+          07ce8dbd-db48-4261-9b8f-c6d3ad8ba472/vim.event.Event.html
 
           The default events reported are listed here:
           https://github.com/DataDog/integrations-core/tree/master/vsphere#events
@@ -387,6 +388,15 @@ files:
         value:
           type: boolean
           example: false
+      - name: collect_vsan_data
+        description: |
+          If true, the integration will collect additional metrics and events about vSAN clusters, and hosts.
+          Ensure that you have the vSAN Performance Service enabled:
+          https://docs.vmware.com/en/VMware-vSphere/7.0/com.vmware.vsphere.vsan-monitoring.doc/
+          GUID-02F67DC3-3D5A-48A4-A445-D2BD6AF2862C.html
+        value:
+          type: boolean
+          example: false
       - name: attributes_prefix
         description: |
           Custom attributes attached to vSphere resources will be prefixed with this prefix when collected.
diff --git a/vsphere/assets/dashboards/vsphere_overview.json b/vsphere/assets/dashboards/vsphere_overview.json
index b72633f7d9717..fa8d04af3c98c 100644
--- a/vsphere/assets/dashboards/vsphere_overview.json
+++ b/vsphere/assets/dashboards/vsphere_overview.json
@@ -9,7 +9,12 @@
         "url": "/static/images/logos/vsphere_large.svg",
         "sizing": "fit"
       },
-      "layout": { "x": 0, "y": 1, "width": 47, "height": 10 }
+      "layout": {
+        "x": 0,
+        "y": 1,
+        "width": 47,
+        "height": 10
+      }
     },
     {
       "id": 1,
@@ -21,7 +26,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 0, "y": 32, "width": 47, "height": 62 }
+      "layout": {
+        "x": 0,
+        "y": 32,
+        "width": 47,
+        "height": 62
+      }
     },
     {
       "id": 2,
@@ -31,11 +41,25 @@
           {
             "q": "top(avg:vsphere.mem.usage.avg{vsphere_type:vm,$vcenter_server,$vcenter_datacenter} by {host}, 25, 'mean', 'desc')",
             "conditional_formats": [
-              { "comparator": "<=", "value": 70, "palette": "white_on_green" },
-              { "comparator": "<=", "value": 90, "palette": "white_on_yellow" },
-              { "comparator": ">", "value": 90, "palette": "white_on_red" }
+              {
+                "comparator": "<=",
+                "value": 70,
+                "palette": "white_on_green"
+              },
+              {
+                "comparator": "<=",
+                "value": 90,
+                "palette": "white_on_yellow"
+              },
+              {
+                "comparator": ">",
+                "value": 90,
+                "palette": "white_on_red"
+              }
             ],
-            "style": { "palette": "dog_classic" }
+            "style": {
+              "palette": "dog_classic"
+            }
           }
         ],
         "custom_links": [],
@@ -43,7 +67,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 98, "y": 36, "width": 47, "height": 26 }
+      "layout": {
+        "x": 98,
+        "y": 36,
+        "width": 47,
+        "height": 26
+      }
     },
     {
       "id": 3,
@@ -53,11 +82,25 @@
           {
             "q": "top(avg:vsphere.cpu.usage.avg{$vcenter_datacenter,$vcenter_server,vsphere_type:vm} by {host}, 25, 'mean', 'desc')",
             "conditional_formats": [
-              { "comparator": "<=", "value": 70, "palette": "white_on_green" },
-              { "comparator": "<=", "value": 90, "palette": "white_on_yellow" },
-              { "comparator": ">", "value": 90, "palette": "white_on_red" }
+              {
+                "comparator": "<=",
+                "value": 70,
+                "palette": "white_on_green"
+              },
+              {
+                "comparator": "<=",
+                "value": 90,
+                "palette": "white_on_yellow"
+              },
+              {
+                "comparator": ">",
+                "value": 90,
+                "palette": "white_on_red"
+              }
             ],
-            "style": { "palette": "dog_classic" }
+            "style": {
+              "palette": "dog_classic"
+            }
           }
         ],
         "custom_links": [],
@@ -65,7 +108,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 98, "y": 9, "width": 47, "height": 26 }
+      "layout": {
+        "x": 98,
+        "y": 9,
+        "width": 47,
+        "height": 26
+      }
     },
     {
       "id": 4,
@@ -75,11 +123,25 @@
           {
             "q": "top(avg:vsphere.mem.usage.avg{$vcenter_server,$vcenter_datacenter,vsphere_type:host} by {host}, 10, 'mean', 'desc')",
             "conditional_formats": [
-              { "comparator": "<=", "value": 70, "palette": "white_on_green" },
-              { "comparator": "<=", "value": 90, "palette": "white_on_yellow" },
-              { "comparator": ">", "value": 90, "palette": "white_on_red" }
+              {
+                "comparator": "<=",
+                "value": 70,
+                "palette": "white_on_green"
+              },
+              {
+                "comparator": "<=",
+                "value": 90,
+                "palette": "white_on_yellow"
+              },
+              {
+                "comparator": ">",
+                "value": 90,
+                "palette": "white_on_red"
+              }
             ],
-            "style": { "palette": "dog_classic" }
+            "style": {
+              "palette": "dog_classic"
+            }
           }
         ],
         "custom_links": [],
@@ -87,7 +149,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 49, "y": 36, "width": 47, "height": 26 }
+      "layout": {
+        "x": 49,
+        "y": 36,
+        "width": 47,
+        "height": 26
+      }
     },
     {
       "id": 5,
@@ -97,9 +164,21 @@
           {
             "q": "top(avg:vsphere.cpu.usage.avg{$vcenter_server,$vcenter_datacenter,vsphere_type:host} by {host}, 10, 'mean', 'desc')",
             "conditional_formats": [
-              { "comparator": "<=", "value": 70, "palette": "white_on_green" },
-              { "comparator": "<=", "value": 90, "palette": "white_on_yellow" },
-              { "comparator": ">", "value": 90, "palette": "white_on_red" }
+              {
+                "comparator": "<=",
+                "value": 70,
+                "palette": "white_on_green"
+              },
+              {
+                "comparator": "<=",
+                "value": 90,
+                "palette": "white_on_yellow"
+              },
+              {
+                "comparator": ">",
+                "value": 90,
+                "palette": "white_on_red"
+              }
             ]
           }
         ],
@@ -108,7 +187,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 49, "y": 9, "width": 47, "height": 26 }
+      "layout": {
+        "x": 49,
+        "y": 9,
+        "width": 47,
+        "height": 26
+      }
     },
     {
       "id": 6,
@@ -132,7 +216,12 @@
         "show_legend": false,
         "legend_size": "0"
       },
-      "layout": { "x": 98, "y": 79, "width": 47, "height": 15 }
+      "layout": {
+        "x": 98,
+        "y": 79,
+        "width": 47,
+        "height": 15
+      }
     },
     {
       "id": 7,
@@ -163,7 +252,12 @@
         "show_legend": false,
         "legend_size": "0"
       },
-      "layout": { "x": 49, "y": 79, "width": 47, "height": 15 }
+      "layout": {
+        "x": 49,
+        "y": 79,
+        "width": 47,
+        "height": 15
+      }
     },
     {
       "id": 8,
@@ -194,7 +288,12 @@
         "show_legend": false,
         "legend_size": "0"
       },
-      "layout": { "x": 98, "y": 63, "width": 47, "height": 15 }
+      "layout": {
+        "x": 98,
+        "y": 63,
+        "width": 47,
+        "height": 15
+      }
     },
     {
       "id": 9,
@@ -225,7 +324,12 @@
         "show_legend": false,
         "legend_size": "0"
       },
-      "layout": { "x": 49, "y": 63, "width": 47, "height": 15 }
+      "layout": {
+        "x": 49,
+        "y": 63,
+        "width": 47,
+        "height": 15
+      }
     },
     {
       "id": 10,
@@ -239,7 +343,12 @@
         "tick_pos": "50%",
         "tick_edge": "bottom"
       },
-      "layout": { "x": 49, "y": 1, "width": 47, "height": 6 }
+      "layout": {
+        "x": 49,
+        "y": 1,
+        "width": 47,
+        "height": 6
+      }
     },
     {
       "id": 11,
@@ -258,7 +367,12 @@
         "autoscale": true,
         "precision": 0
       },
-      "layout": { "x": 32, "y": 12, "width": 15, "height": 9 }
+      "layout": {
+        "x": 32,
+        "y": 12,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 12,
@@ -277,7 +391,12 @@
         "autoscale": true,
         "precision": 0
       },
-      "layout": { "x": 16, "y": 12, "width": 15, "height": 9 }
+      "layout": {
+        "x": 16,
+        "y": 12,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 13,
@@ -288,10 +407,19 @@
         "title_align": "center",
         "check": "vsphere.can_connect",
         "grouping": "cluster",
-        "group_by": ["vcenter_server"],
-        "tags": ["*"]
+        "group_by": [
+          "vcenter_server"
+        ],
+        "tags": [
+          "*"
+        ]
       },
-      "layout": { "x": 0, "y": 12, "width": 15, "height": 9 }
+      "layout": {
+        "x": 0,
+        "y": 12,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 14,
@@ -309,7 +437,12 @@
         "title_align": "left",
         "precision": 0
       },
-      "layout": { "x": 0, "y": 22, "width": 15, "height": 9 }
+      "layout": {
+        "x": 0,
+        "y": 22,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 15,
@@ -328,7 +461,12 @@
         "autoscale": true,
         "precision": 0
       },
-      "layout": { "x": 16, "y": 22, "width": 15, "height": 9 }
+      "layout": {
+        "x": 16,
+        "y": 22,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 16,
@@ -347,7 +485,12 @@
         "autoscale": true,
         "precision": 2
       },
-      "layout": { "x": 32, "y": 22, "width": 15, "height": 9 }
+      "layout": {
+        "x": 32,
+        "y": 22,
+        "width": 15,
+        "height": 9
+      }
     },
     {
       "id": 17,
@@ -361,7 +504,12 @@
         "tick_pos": "50%",
         "tick_edge": "bottom"
       },
-      "layout": { "x": 98, "y": 1, "width": 47, "height": 6 }
+      "layout": {
+        "x": 98,
+        "y": 1,
+        "width": 47,
+        "height": 6
+      }
     },
     {
       "id": 18,
@@ -375,7 +523,12 @@
         "tick_pos": "50%",
         "tick_edge": "bottom"
       },
-      "layout": { "x": 147, "y": 1, "width": 47, "height": 6 }
+      "layout": {
+        "x": 147,
+        "y": 1,
+        "width": 47,
+        "height": 6
+      }
     },
     {
       "id": 19,
@@ -385,9 +538,21 @@
           {
             "q": "top(avg:vsphere.disk.used.latest{$vcenter_server,$vcenter_datacenter,vsphere_type:datastore} by {vsphere_datastore}/avg:vsphere.disk.capacity.latest{$vcenter_server,$vcenter_datacenter,vsphere_type:datastore} by {vsphere_datastore}*100,10,'mean','desc')",
             "conditional_formats": [
-              { "comparator": "<=", "value": 70, "palette": "white_on_green" },
-              { "comparator": "<=", "value": 90, "palette": "white_on_yellow" },
-              { "comparator": ">", "value": 90, "palette": "white_on_red" }
+              {
+                "comparator": "<=",
+                "value": 70,
+                "palette": "white_on_green"
+              },
+              {
+                "comparator": "<=",
+                "value": 90,
+                "palette": "white_on_yellow"
+              },
+              {
+                "comparator": ">",
+                "value": 90,
+                "palette": "white_on_red"
+              }
             ]
           }
         ],
@@ -396,7 +561,12 @@
         "title_size": "16",
         "title_align": "left"
       },
-      "layout": { "x": 147, "y": 9, "width": 47, "height": 26 }
+      "layout": {
+        "x": 147,
+        "y": 9,
+        "width": 47,
+        "height": 26
+      }
     },
     {
       "id": 20,
@@ -426,7 +596,12 @@
         "title_align": "left",
         "show_legend": false
       },
-      "layout": { "x": 147, "y": 36, "width": 47, "height": 15 }
+      "layout": {
+        "x": 147,
+        "y": 36,
+        "width": 47,
+        "height": 15
+      }
     },
     {
       "id": 21,
@@ -457,11 +632,163 @@
         "show_legend": false,
         "legend_size": "0"
       },
-      "layout": { "x": 147, "y": 52, "width": 47, "height": 15 }
+      "layout": {
+        "x": 147,
+        "y": 52,
+        "width": 47,
+        "height": 15
+      }
+    },
+    {
+      "id": 22,
+      "definition": {
+        "type": "note",
+        "content": "# vSAN",
+        "background_color": "gray",
+        "font_size": "14",
+        "text_align": "center",
+        "show_tick": true,
+        "tick_pos": "50%",
+        "tick_edge": "bottom"
+      },
+      "layout": {
+        "x": 147,
+        "y": 68,
+        "width": 47,
+        "height": 6
+      }
+    },
+    {
+      "id": 23,
+      "definition": {
+        "title": "vSAN Cluster Health Status (Top 25)",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "metrics",
+                "name": "query1",
+                "query": "vsphere.vsan.cluster.health.count{$vcenter_server , status:green} by {vsphere_cluster}"
+              },
+              {
+                "data_source": "metrics",
+                "name": "query2",
+                "query": "vsphere.vsan.cluster.health.count{$vcenter_server , status:red} by {vsphere_cluster}"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "conditional_formats": [
+                  {
+                    "comparator": ">",
+                    "value": 0,
+                    "palette": "white_on_green"
+                  }
+                ],
+                "cell_display_mode": "number",
+                "alias": "Is the Cluster Healthy?",
+                "formula": "query1"
+              },
+              {
+                "conditional_formats": [
+                  {
+                    "comparator": ">",
+                    "value": 0,
+                    "palette": "white_on_red"
+                  }
+                ],
+                "cell_display_mode": "number",
+                "alias": "Is the Cluster Unhealthy?",
+                "formula": "query2"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      },
+      "layout": {
+        "x": 147,
+        "y": 76,
+        "width": 47,
+        "height": 15
+      }
+    },
+    {
+      "id": 7507009647195320,
+      "layout": {
+        "x": 147,
+        "y": 93,
+        "width": 47,
+        "height": 18
+      },
+      "definition": {
+        "title": "vSAN Cluster I/O Rates (Top 25)",
+        "title_size": "16",
+        "title_align": "left",
+        "type": "query_table",
+        "requests": [
+          {
+            "queries": [
+              {
+                "data_source": "metrics",
+                "name": "query1",
+                "query": "avg:vsphere.vsan.cluster.iopsRead{$vcenter_server} by {vsphere_cluster}"
+              },
+              {
+                "data_source": "metrics",
+                "name": "query2",
+                "query": "avg:vsphere.vsan.cluster.iopsWrite{$vcenter_server} by {vsphere_cluster}"
+              }
+            ],
+            "response_format": "scalar",
+            "sort": {
+              "count": 25,
+              "order_by": [
+                {
+                  "type": "formula",
+                  "index": 0,
+                  "order": "desc"
+                }
+              ]
+            },
+            "formulas": [
+              {
+                "cell_display_mode": "number",
+                "alias": "Read IOPS",
+                "formula": "query1"
+              },
+              {
+                "cell_display_mode": "number",
+                "alias": "Write IOPS",
+                "formula": "query2"
+              }
+            ]
+          }
+        ],
+        "has_search_bar": "auto"
+      }
     }
   ],
   "template_variables": [
-    { "name": "vcenter_server", "default": "*", "prefix": "vcenter_server" },
+    {
+      "name": "vcenter_server",
+      "default": "*",
+      "prefix": "vcenter_server"
+    },
     {
       "name": "vcenter_datacenter",
       "default": "*",
@@ -476,4 +803,4 @@
   "layout_type": "free",
   "is_read_only": true,
   "notify_list": []
-}
+}
\ No newline at end of file
diff --git a/vsphere/changelog.d/18774.fixed b/vsphere/changelog.d/18774.fixed
deleted file mode 100644
index 086ac6f120411..0000000000000
--- a/vsphere/changelog.d/18774.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Add debug log line for host tags.
\ No newline at end of file
diff --git a/vsphere/datadog_checks/vsphere/__about__.py b/vsphere/datadog_checks/vsphere/__about__.py
index 90c94f7125939..1b6d66341f5d3 100644
--- a/vsphere/datadog_checks/vsphere/__about__.py
+++ b/vsphere/datadog_checks/vsphere/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = "8.0.0"
+__version__ = "8.1.0"
diff --git a/vsphere/datadog_checks/vsphere/api.py b/vsphere/datadog_checks/vsphere/api.py
index 4d5e0de2dcda1..f9ab8678172ee 100644
--- a/vsphere/datadog_checks/vsphere/api.py
+++ b/vsphere/datadog_checks/vsphere/api.py
@@ -6,8 +6,9 @@
 import ssl
 from typing import Any, Callable, List, TypeVar, cast  # noqa: F401
 
+import vsanapiutils
 from pyVim import connect
-from pyVmomi import vim, vmodl
+from pyVmomi import SoapStubAdapter, vim, vmodl
 
 from datadog_checks.base.log import CheckLoggingAdapter  # noqa: F401
 from datadog_checks.vsphere.config import VSphereConfig  # noqa: F401
@@ -17,6 +18,10 @@
     MAX_QUERY_METRICS_OPTION,
     MOR_TYPE_AS_STRING,
     UNLIMITED_HIST_METRICS_PER_QUERY,
+    VSAN_EVENT_IDS,
+)
+from datadog_checks.vsphere.metrics import (
+    ENTITY_REMAPPER,
 )
 from datadog_checks.vsphere.types import InfrastructureData
 from datadog_checks.vsphere.utils import properties_to_collect
@@ -98,6 +103,7 @@ def __init__(self, config, log):
         self.log = log
 
         self._conn = cast(vim.ServiceInstance, None)
+        self._vsan_stub = cast(SoapStubAdapter, None)
         self.smart_connect()
 
     def smart_connect(self):
@@ -150,6 +156,8 @@ def smart_connect(self):
             connect.Disconnect(self._conn)
 
         self._conn = conn
+        if self.config.collect_vsan:
+            self._vsan_stub = vsanapiutils.GetVsanVcStub(conn._stub, context=context)
         self.log.debug("Connected to %s", version_info.fullName)
 
     @smart_retry
@@ -382,3 +390,70 @@ def get_max_query_metrics(self):
             return max_historical_metrics
         else:
             return UNLIMITED_HIST_METRICS_PER_QUERY
+
+    @smart_retry
+    def get_vsan_events(self, timestamp):
+        event_manager = self._conn.content.eventManager
+        entity_time = vim.event.EventFilterSpec.ByTime(beginTime=timestamp)
+        query_filter = vim.event.EventFilterSpec(eventTypeId=VSAN_EVENT_IDS, time=entity_time)
+        events = event_manager.QueryEvents(query_filter)
+        self.log.debug("Received %s vSAN events", len(events))
+        return events
+
+    @smart_retry
+    def get_vsan_metrics(self, cluster_nested_elts, entity_ref_ids, id_to_tags, starting_time):
+        self.log.debug('Querying vSAN metrics')
+        vsan_perf_manager = vim.cluster.VsanPerformanceManager('vsan-performance-manager', self._vsan_stub)
+        health_metrics = []
+        performance_metrics = []
+        for cluster_reference, nested_ids in cluster_nested_elts.items():
+            self.log.debug("Querying vSAN metrics for cluster %s", cluster_reference.name)
+            unprocessed_health_metrics = vsan_perf_manager.QueryClusterHealth(cluster_reference)
+            if len(unprocessed_health_metrics) <= 0:
+                self.log.debug("No health metrics returned for cluster %s", cluster_reference.name)
+                continue
+            processed_health_metrics = {}
+            group_id = unprocessed_health_metrics[0].groupId
+            group_health = unprocessed_health_metrics[0].groupHealth
+            processed_health_metrics.update(
+                {
+                    'vsphere.vsan.cluster.health.count': {
+                        'group_id': group_id,
+                        'status': group_health,
+                        'vsphere_cluster': cluster_reference.name,
+                    }
+                }
+            )
+            for health_test in unprocessed_health_metrics[0].groupTests:
+                test_name = health_test.testId.split('.')[-1]
+                processed_health_metrics.update(
+                    {
+                        'vsphere.vsan.cluster.health.{}.count'.format(test_name): {
+                            'group_id': group_id,
+                            'status': group_health,
+                            'test_id': health_test.testId,
+                            'test_status': health_test.testHealth,
+                            'vsphere_cluster': cluster_reference.name,
+                        }
+                    }
+                )
+            health_metrics.append(processed_health_metrics)
+
+            vsan_perf_query_spec = []
+            for nested_id in nested_ids:
+                for entity_type in entity_ref_ids[id_to_tags[nested_id][0]]:
+                    vsan_perf_query_spec.append(
+                        vim.cluster.VsanPerfQuerySpec(
+                            entityRefId=(entity_type + str(nested_id)),
+                            labels=list(ENTITY_REMAPPER[entity_type]),
+                            startTime=starting_time,
+                        )
+                    )
+            discovered_metrics = vsan_perf_manager.QueryVsanPerf(vsan_perf_query_spec, cluster_reference)
+            for entity_type in discovered_metrics:
+                for metric in entity_type.value:
+                    metric.metricId.dynamicProperty.append(
+                        id_to_tags[entity_type.entityRefId.replace("'", "").split(':')[-1]]
+                    )
+            performance_metrics.append(discovered_metrics)
+        return [health_metrics, performance_metrics]
diff --git a/vsphere/datadog_checks/vsphere/config.py b/vsphere/datadog_checks/vsphere/config.py
index 8748f41dfc71a..ccf1e552b9ae4 100644
--- a/vsphere/datadog_checks/vsphere/config.py
+++ b/vsphere/datadog_checks/vsphere/config.py
@@ -94,6 +94,7 @@ def __init__(self, instance, init_config, log):
         self.tags_prefix = instance.get("tags_prefix", DEFAULT_VSPHERE_TAG_PREFIX)
         self.should_collect_attributes = is_affirmative(instance.get("collect_attributes", False))
         self.collect_property_metrics = is_affirmative(instance.get("collect_property_metrics", False))
+        self.collect_vsan = is_affirmative(instance.get("collect_vsan_data", False))
         self.attr_prefix = instance.get("attributes_prefix", DEFAULT_VSPHERE_ATTR_PREFIX)
         self.excluded_host_tags = instance.get("excluded_host_tags", [])
         self.base_tags = instance.get("tags", []) + ["vcenter_server:{}".format(self.hostname)]
@@ -133,7 +134,7 @@ def __init__(self, instance, init_config, log):
             self.exclude_filters = {}
             for item in self.include_events:
                 event_name = item["event"]
-                excluded_messages = [r'{}'.format(msg) for msg in item["excluded_messages"]]
+                excluded_messages = [r'{}'.format(msg) for msg in item.get("excluded_messages", [])]
                 self.exclude_filters[event_name] = excluded_messages
 
         # Since `collect_per_instance_filters` have the same structure as `metric_filters` we use the same parser
diff --git a/vsphere/datadog_checks/vsphere/config_models/defaults.py b/vsphere/datadog_checks/vsphere/config_models/defaults.py
index 77c5faae7cf2b..5677b0b18185e 100644
--- a/vsphere/datadog_checks/vsphere/config_models/defaults.py
+++ b/vsphere/datadog_checks/vsphere/config_models/defaults.py
@@ -36,6 +36,10 @@ def instance_collect_tags():
     return False
 
 
+def instance_collect_vsan_data():
+    return False
+
+
 def instance_collection_level():
     return 1
 
diff --git a/vsphere/datadog_checks/vsphere/config_models/instance.py b/vsphere/datadog_checks/vsphere/config_models/instance.py
index 0f7239ebe84d6..e54aa92a1aca6 100644
--- a/vsphere/datadog_checks/vsphere/config_models/instance.py
+++ b/vsphere/datadog_checks/vsphere/config_models/instance.py
@@ -146,6 +146,7 @@ class InstanceConfig(BaseModel):
     collect_per_instance_filters: Optional[CollectPerInstanceFilters] = None
     collect_property_metrics: Optional[bool] = None
     collect_tags: Optional[bool] = None
+    collect_vsan_data: Optional[bool] = None
     collection_level: Optional[int] = None
     collection_type: Optional[str] = None
     connection_reset_timeout: Optional[int] = None
diff --git a/vsphere/datadog_checks/vsphere/constants.py b/vsphere/datadog_checks/vsphere/constants.py
index f1d96d96c3cd3..7308d7314c9e2 100644
--- a/vsphere/datadog_checks/vsphere/constants.py
+++ b/vsphere/datadog_checks/vsphere/constants.py
@@ -6,6 +6,7 @@
 SOURCE_TYPE = 'vsphere'
 
 BOTH = 'both'
+NONE = 'None'
 HISTORICAL = 'historical'
 REALTIME = 'realtime'
 
@@ -218,4 +219,11 @@
     'ScheduledTaskEvent',
 ]
 
+VSAN_EVENT_IDS = [
+    'vsan.health.test.cluster.consistentconfig.event',
+    'vsan.health.test.network.hostdisconnected.event',
+]
+
+VSAN_EVENT_PREFIX = 'vsan'
+
 HOSTNAME_CASE_OPTIONS = ['default', 'lower', 'upper']
diff --git a/vsphere/datadog_checks/vsphere/data/conf.yaml.example b/vsphere/datadog_checks/vsphere/data/conf.yaml.example
index b9fea5f062074..fe96ba79100b4 100644
--- a/vsphere/datadog_checks/vsphere/data/conf.yaml.example
+++ b/vsphere/datadog_checks/vsphere/data/conf.yaml.example
@@ -266,19 +266,20 @@ instances:
     #   - datacenter
     #   - cluster
     #   - storage_pod
-    #   - vcenter_object_manager
+    #   - vstorage_object_manager
 
     ## @param include_events - list of mappings - optional
     ## The events that should be collected by the vSphere integration.
     ##
-    ## The "event" specifies the event type you want to include, and the "excluded_messages" is a list of
-    ## messages of that event type you do not want to collect. For example, if the key
+    ## The "event" specifies the event type you want to include, and optionally, the "excluded_messages" is
+    ## a list of messages of that event type you do not want to collect. For example, if the key
     ## is 'AlarmStatusChangedEvent' and the values for this key are 'Gray to Green' and 'Green to Gray',
     ## then all events named 'AlarmStatusChangedEvent' that don't have the message 'Gray to Green'
     ## and 'Green to Gray' will be included.
     ##
-    ## Currently, events can only be collected from the following resources:
-    ## VMs, hosts, datacenters, datastores, and clusters.
+    ## Events can only be collected if their event type ID is in the 'vim.event' class:
+    ## https://vdc-repo.vmware.com/vmwb-repository/dcr-public/d1902b0e-d479-46bf-8ac9-cee0e31e8ec0/
+    ## 07ce8dbd-db48-4261-9b8f-c6d3ad8ba472/vim.event.Event.html
     ##
     ## The default events reported are listed here:
     ## https://github.com/DataDog/integrations-core/tree/master/vsphere#events
@@ -339,6 +340,14 @@ instances:
     #
     # collect_property_metrics: false
 
+    ## @param collect_vsan_data - boolean - optional - default: false
+    ## If true, the integration will collect additional metrics and events about vSAN clusters, and hosts.
+    ## Ensure that you have the vSAN Performance Service enabled:
+    ## https://docs.vmware.com/en/VMware-vSphere/7.0/com.vmware.vsphere.vsan-monitoring.doc/
+    ## GUID-02F67DC3-3D5A-48A4-A445-D2BD6AF2862C.html
+    #
+    # collect_vsan_data: false
+
     ## @param attributes_prefix - string - optional
     ## Custom attributes attached to vSphere resources will be prefixed with this prefix when collected.
     ## Example use cases:
diff --git a/vsphere/datadog_checks/vsphere/event.py b/vsphere/datadog_checks/vsphere/event.py
index de749ad69cc62..5fd92066ea528 100644
--- a/vsphere/datadog_checks/vsphere/event.py
+++ b/vsphere/datadog_checks/vsphere/event.py
@@ -17,6 +17,7 @@
     MOR_TYPE_AS_STRING,
     PER_RESOURCE_EVENTS,
     SOURCE_TYPE,
+    VSAN_EVENT_PREFIX,
 )
 
 
@@ -55,6 +56,8 @@ def _is_filtered(self):
                 return True
 
         if self.event_type not in self.exclude_filters:
+            if self.raw_event.eventTypeId and VSAN_EVENT_PREFIX in self.raw_event.eventTypeId:
+                return False
             return True
 
         filters = self.exclude_filters[self.event_type]
diff --git a/vsphere/datadog_checks/vsphere/metrics.py b/vsphere/datadog_checks/vsphere/metrics.py
index 4bcc2b08c477f..9ef5d321722c2 100644
--- a/vsphere/datadog_checks/vsphere/metrics.py
+++ b/vsphere/datadog_checks/vsphere/metrics.py
@@ -64,6 +64,13 @@
     'vsanDomObj.readCacheHitRate.latest',
 }
 
+VSAN_PERCENT_METRICS = {
+    'congestion',
+    'coreUtilPct',
+    'pcpuUsedPct',
+    'pcpuUtilPct',
+}
+
 # All metrics that can be collected from VirtualMachines.
 VM_METRICS = {
     REALTIME: [
@@ -403,6 +410,90 @@
     HISTORICAL: [],
 }
 
+VSAN_CLUSTER_METRICS = {
+    'vsan.cluster.congestion',
+    'vsan.cluster.dedupRatio',
+    'vsan.cluster.free',
+    'vsan.cluster.health.count',
+    'vsan.cluster.health.statsdb.count',
+    'vsan.cluster.health.masterexist.count',
+    'vsan.cluster.health.collection.count',
+    'vsan.cluster.health.hostsmissing.count',
+    'vsan.cluster.health.renameddirs.count',
+    'vsan.cluster.iopsRead',
+    'vsan.cluster.iopsWrite',
+    'vsan.cluster.latencyAvgRead',
+    'vsan.cluster.latencyAvgWrite',
+    'vsan.cluster.oio',
+    'vsan.cluster.savedByDedup',
+    'vsan.cluster.throughputRead',
+    'vsan.cluster.throughputWrite',
+    'vsan.cluster.total',
+    'vsan.cluster.used',
+}
+
+
+VSAN_HOST_METRICS = {
+    'vsan.host.clientCacheHitRate',
+    'vsan.host.clientCacheHits',
+    'vsan.host.congestion',
+    'vsan.host.coreUtilPct',
+    'vsan.host.iopsRead',
+    'vsan.host.iopsUnmap',
+    'vsan.host.iopsWrite',
+    'vsan.host.latencyAvgRead',
+    'vsan.host.latencyAvgUnmap',
+    'vsan.host.latencyAvgWrite',
+    'vsan.host.oio',
+    'vsan.host.pcpuUsedPct',
+    'vsan.host.pcpuUtilPct',
+    'vsan.host.readCount',
+    'vsan.host.throughputRead',
+    'vsan.host.throughputUnmap',
+    'vsan.host.throughputWrite',
+    'vsan.host.writeCount',
+}
+
+CLUSTER_DOMCLIENT = {
+    'iopsRead',
+    'throughputRead',
+    'latencyAvgRead',
+    'iopsWrite',
+    'throughputWrite',
+    'latencyAvgWrite',
+    'congestion',
+    'oio',
+}
+
+VSAN_CLUSTER_CAPACITY = {'total', 'used', 'free', 'savedByDedup', 'dedupRatio'}
+
+HOST_DOMCLIENT = {
+    'iopsRead',
+    'throughputRead',
+    'latencyAvgRead',
+    'readCount',
+    'iopsWrite',
+    'throughputWrite',
+    'latencyAvgWrite',
+    'writeCount',
+    'congestion',
+    'oio',
+    'clientCacheHits',
+    'clientCacheHitRate',
+    'iopsUnmap',
+    'throughputUnmap',
+    'latencyAvgUnmap',
+}
+
+HOST_CPU = {'coreUtilPct', 'pcpuUtilPct', 'pcpuUsedPct'}
+
+ENTITY_REMAPPER = {
+    'cluster-domclient:': CLUSTER_DOMCLIENT,
+    'vsan-cluster-capacity:': VSAN_CLUSTER_CAPACITY,
+    'host-domclient:': HOST_DOMCLIENT,
+    'host-cpu:': HOST_CPU,
+}
+
 # All metrics that can be collected from Datastores.
 DATASTORE_METRICS = {
     REALTIME: [],
@@ -426,6 +517,11 @@
     ],
 }
 
+ALLOWED_METRICS_FOR_VSAN = {
+    'cluster': VSAN_CLUSTER_METRICS,
+    'host': VSAN_HOST_METRICS,
+}
+
 # All metrics that can be collected from Datacenters.
 DATACENTER_METRICS = {
     'realtime': [],
diff --git a/vsphere/datadog_checks/vsphere/vsphere.py b/vsphere/datadog_checks/vsphere/vsphere.py
index c5c5d6fd5b74d..0accfa90c0948 100644
--- a/vsphere/datadog_checks/vsphere/vsphere.py
+++ b/vsphere/datadog_checks/vsphere/vsphere.py
@@ -3,6 +3,7 @@
 # Licensed under Simplified BSD License (see LICENSE)
 from __future__ import division
 
+import copy
 import datetime as dt
 import logging
 from collections import defaultdict
@@ -30,7 +31,12 @@
     UNLIMITED_HIST_METRICS_PER_QUERY,
 )
 from datadog_checks.vsphere.event import VSphereEvent
-from datadog_checks.vsphere.metrics import ALLOWED_METRICS_FOR_MOR, PERCENT_METRICS
+from datadog_checks.vsphere.metrics import (
+    ALLOWED_METRICS_FOR_MOR,
+    ALLOWED_METRICS_FOR_VSAN,
+    PERCENT_METRICS,
+    VSAN_PERCENT_METRICS,
+)
 from datadog_checks.vsphere.resource_filters import TagFilter
 from datadog_checks.vsphere.types import (
     CounterId,  # noqa: F401
@@ -477,6 +483,139 @@ def query_metrics_wrapper(self, query_specs):
         )
         return metrics_values
 
+    def collect_vsan_metrics(self):
+        # type: () -> None
+        collect_start_time = get_current_datetime()
+        self.log.debug("Starting vsan metrics collection (query start time: %s).", collect_start_time)
+        try:
+            t0 = Timer()
+            new_health_metrics, new_performance_metrics = self.query_vsan_metrics(
+                collect_start_time - dt.timedelta(hours=2)
+            )
+            self.gauge(
+                'datadog.vsphere.vsan.cluster.time',
+                t0.total(),
+                tags=self._config.base_tags,
+                raw=True,
+                hostname=self._hostname,
+            )
+
+            for cluster in new_health_metrics:
+                for metric_name, metric_value in cluster.items():
+                    list_of_tags = ["{}:{}".format(key, value) for key, value in metric_value.items()]
+                    self.gauge(
+                        metric_name,
+                        1,
+                        tags=list_of_tags + self._config.base_tags,
+                        raw=True,
+                        hostname=self._hostname,
+                    )
+
+            for cluster in new_performance_metrics:
+                for entity_type in cluster:
+                    if len(entity_type.value) == 0:
+                        if self.log.isEnabledFor(logging.DEBUG):
+                            self.log.debug(
+                                "No information returned for entity type %s",
+                                str(entity_type).replace("\n", "\\n"),
+                            )
+                        continue
+                    first_metric_for_entity = entity_type.value[0].metricId
+                    resource_type = first_metric_for_entity.dynamicProperty[0][0]
+                    hostname = None
+                    entity = first_metric_for_entity.dynamicProperty[0][1]
+                    resource_tags = []
+                    resource_tags.extend(self.infrastructure_cache.get_mor_tags(entity))
+                    resource_tags.extend(self.infrastructure_cache.get_mor_props(entity)['tags'])
+                    tags = []
+                    if resource_type == 'host':
+                        tags.extend(
+                            [t for t in resource_tags if t.split(":", 1)[0] in self._config.excluded_host_tags]
+                            if self._config.excluded_host_tags
+                            else []
+                        )
+                        hostname = first_metric_for_entity.dynamicProperty[0][2]
+                    else:
+                        tags = copy.deepcopy(resource_tags)
+                    tags.extend(self._config.base_tags)
+
+                    for given_metric in entity_type.value:
+                        if self.log.isEnabledFor(logging.DEBUG):
+                            self.log.debug(
+                                "Processing metric `%s`: resource_type=`%s`, result=`%s`",
+                                given_metric.metricId.label,
+                                resource_type,
+                                str(given_metric).replace("\n", "\\n"),
+                            )
+                        latest_value = given_metric.values.split(',')[-1]
+                        if latest_value == 'None':
+                            self.log.debug("None value returned for metric %s", given_metric.metricId.label)
+                            continue
+                        if given_metric.metricId.label in VSAN_PERCENT_METRICS:
+                            latest_value = float(latest_value) / 100.0
+
+                        if (
+                            'vsan.{}.{}'.format(resource_type, given_metric.metricId.label)
+                            in ALLOWED_METRICS_FOR_VSAN[resource_type]
+                        ):
+                            full_metric_name = 'vsan.{}.{}'.format(resource_type, given_metric.metricId.label)
+                        else:
+                            self.log.debug(
+                                "Skipping metric %s because it is not in the list of metrics to collect",
+                                given_metric.metricId.label,
+                            )
+                            continue
+
+                        self.gauge(
+                            full_metric_name,
+                            # for now we only collect the latest value
+                            float(latest_value),
+                            tags=tags,
+                            hostname=hostname,
+                        )
+                        self.log.debug(
+                            "Submit metric: name=`%s`, value=`%s`, hostname=`%s`, tags=`%s`",
+                            given_metric.metricId.label,
+                            float(latest_value),
+                            str(hostname),
+                            tags,
+                        )
+        except Exception as e:
+            # Don't get stuck on a failure to fetch a vsan metric
+            # Ignore them for next pass
+            self.log.warning("Unable to fetch vSAN metrics %s", e)
+
+    def query_vsan_metrics(self, starting_time):
+        # we seek to make 1 call per cluster since the cluster id needs to be passed in the perf manager
+        # {cluster_reference: [cluster_id, host1_id, host2_id, host1disk1_id, host1disk2_id, ...]}
+        cluster_nested_elts = {}
+        entity_ref_ids = {}
+        entity_ref_ids['cluster'] = ['cluster-domclient:', 'vsan-cluster-capacity:']
+        entity_ref_ids['host'] = ['host-domclient:', 'host-cpu:']
+        # {id: {0: type, 1: cluster_name, (optional)2: host_name, (optional)3: disk_id}}
+        id_to_tags = {}
+        for cluster in self.infrastructure_cache.get_mors(vim.ClusterComputeResource):
+            cluster_vsan_config = cluster.configurationEx.vsanConfigInfo
+            # only collect vsan metrics if the cluster has vsan enabled
+            if cluster_vsan_config and cluster_vsan_config.enabled:
+                self.log.debug("Collecting vsan metrics for cluster %s", cluster.name)
+                cluster_uuid = cluster_vsan_config.defaultConfig.uuid
+                cluster_nested_elts[cluster] = [cluster_uuid]
+                id_to_tags[cluster_uuid] = {1: cluster, 0: 'cluster'}
+                for host in cluster.host:
+                    if host in self.infrastructure_cache.get_mors(vim.HostSystem):
+                        host_uuid = host.configManager.vsanSystem.config.clusterInfo.nodeUuid
+                        cluster_nested_elts[cluster].append(host_uuid)
+                        id_to_tags[host_uuid] = {1: host, 2: host.name, 0: 'host'}
+                    else:
+                        self.log.debug("Skipping host %s because it was filtered", host.name)
+            else:
+                self.log.debug("Skipping vsan metrics for cluster %s because it is not a vsan cluster", cluster.name)
+        if not cluster_nested_elts:
+            self.log.debug("There are no vsan clusters to collect metrics from, skipping vsan collection")
+            return [], []
+        return self.api.get_vsan_metrics(cluster_nested_elts, entity_ref_ids, id_to_tags, starting_time)
+
     def make_query_specs(self):
         # type: () -> Iterable[List[vim.PerformanceManager.QuerySpec]]
         """
@@ -630,6 +769,8 @@ def collect_events(self):
         try:
             t0 = Timer()
             new_events = self.api.get_new_events(start_time=self.latest_event_query)
+            if self._config.collect_vsan:
+                new_events.extend(self.api.get_vsan_events(self.latest_event_query))
             self.gauge(
                 'datadog.vsphere.collect_events.time',
                 t0.total(),
@@ -1036,3 +1177,6 @@ def check(self, _):
         self.log.debug("Starting metric collection in %d threads.", self._config.threads_count)
         self.collect_metrics_async()
         self.log.debug("Metric collection completed.")
+
+        if self._config.collect_vsan:
+            self.collect_vsan_metrics()
diff --git a/vsphere/metadata.csv b/vsphere/metadata.csv
index 9c2d9f0e2a661..9f4593cb3becf 100644
--- a/vsphere/metadata.csv
+++ b/vsphere/metadata.csv
@@ -1,335 +1,372 @@
-metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric
-datadog.vsphere.collect_events.time,gauge,,second,,Time required to collect events,-1,vsphere,dd collectevents,
-datadog.vsphere.query_metrics.time.95percentile,gauge,,second,,Time required to run a query_metrics operation (95th),-1,vsphere,dd querymetrics 95th,
-datadog.vsphere.query_metrics.time.avg,gauge,,second,,Time required to run a query_metrics operation (avg),-1,vsphere,dd querymetrics avg,
-datadog.vsphere.query_metrics.time.count,gauge,,second,,Time required to run a query_metrics operation (count),-1,vsphere,dd querymetrics count,
-datadog.vsphere.query_metrics.time.max,gauge,,second,,Time required to run a query_metrics operation (max),-1,vsphere,dd querymetrics max,
-datadog.vsphere.query_metrics.time.median,gauge,,second,,Time required to run a query_metrics operation (med),-1,vsphere,dd querymetrics med,
-datadog.vsphere.query_tags.time,gauge,,second,,Time required to query vSphere tags,-1,vsphere,dd querytags,
-datadog.vsphere.refresh_infrastructure_cache.time,gauge,,second,,Time required to refresh the infra cache,-1,vsphere,dd refresh infra cache,
-datadog.vsphere.refresh_metrics_metadata_cache.time,gauge,,second,,Time required to refresh the metrics metadata cache,-1,vsphere,dd refresh metadata cache,
-vsphere.cluster.configuration.dasConfig.enabled,count,300,,,Flag to indicate whether or not vSphere HA feature is enabled. Tagged by `enabled`.,0,vsphere,cluster das enabled,
-vsphere.cluster.configuration.drsConfig.defaultVmBehavior,count,300,,,Specifies the cluster-wide default DRS behavior for virtual machines. Tagged by `defaultVmBehavior`.,0,vsphere,cluster drs default vm,
-vsphere.cluster.configuration.drsConfig.enabled,count,300,,,Whether or not the VMware DRS service is enabled. Tagged by `enabled`.,0,vsphere,cluster drs enabled,
-vsphere.cluster.configuration.drsConfig.vmotionRate,gauge,300,,,"Threshold for generated ClusterRecommendations. DRS generates only those recommendations that are above the specified vmotionRate. Ratings vary from 1 to 5. This setting applies to manual, partiallyAutomated, and fullyAutomated DRS clusters.",0,vsphere,cluster vmotion rate,
-vsphere.cluster.count,gauge,,,,Timeserie with value 1 for each Cluster. Make 'sum by {X}' queries to count all the Clusters with the tag X.,0,vsphere,cluster count,
-vsphere.clusterServices.cpufairness.latest,gauge,,,,Fairness of distributed CPU resource allocation,0,vsphere,cluster cpufairness latest,
-vsphere.clusterServices.effectivecpu.avg,gauge,,megahertz,,Total available CPU resources of all hosts within a cluster,1,vsphere,cluster effectivecpu avg,
-vsphere.clusterServices.effectivemem.avg,gauge,,mebibyte,,Total amount of machine memory of all hosts in the cluster that is available for use for virtual machine memory (physical memory for use by the Guest OS) and virtual machine overhead memory,1,vsphere,cluster effectivemem avg,
-vsphere.clusterServices.failover.latest,gauge,,,,vSphere HA number of failures that can be tolerated,1,vsphere,cluster failover latest,
-vsphere.clusterServices.memfairness.latest,gauge,,,,Fairness of distributed memory resource allocation,0,vsphere,cluster memfairness latest,
-vsphere.cpu.capacity.contention.avg,gauge,,percent,,Percent of time the virtual machine is unable to run because it is contending for access to the physical CPU(s).,0,vsphere,cpu capacity contention avg,
-vsphere.cpu.capacity.demand.avg,gauge,,megahertz,,The amount of CPU resources a virtual machine would use if there were no CPU contention or CPU limit.,0,vsphere,cpu capacity demand avg,
-vsphere.cpu.capacity.usage.avg,gauge,,megahertz,,CPU usage as a percent during the interval.,0,vsphere,cpu capacity usage avg,
-vsphere.cpu.coreUtilization.avg,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization avg,
-vsphere.cpu.costop.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is unable to run due to co-scheduling constraints",-1,vsphere,cpu costop sum,
-vsphere.cpu.cpuentitlement.latest,gauge,,megahertz,,Amount of CPU resources allocated to the virtual machine or resource pool [Legacy],0,vsphere,cpu entitlement latest,
-vsphere.cpu.demand.avg,gauge,,megahertz,,The amount of CPU resources a virtual machine would use if there were no CPU contention or CPU limit,-1,vsphere,cpu demand avg,
-vsphere.cpu.demandEntitlementRatio.latest,gauge,,percent,,CPU resource entitlement to CPU demand ratio (in percents),0,vsphere,cpu demand_entitlement_ratio,
-vsphere.cpu.entitlement.latest,gauge,,megahertz,,CPU resources devoted by the ESXi scheduler,-1,vsphere,cpu entitlement latest,
-vsphere.cpu.extra,gauge,,millisecond,,Milliseconds of extra CPU time [Legacy],-1,vsphere,cpu extra,
-vsphere.cpu.idle.sum,gauge,,millisecond,,Total time that the CPU spent in an idle state,1,vsphere,cpu idle sum,
-vsphere.cpu.latency.avg,gauge,,percent,,Percent of time the virtual machine is unable to run because it is contending for access to the physical CPU(s),-1,vsphere,cpu latency avg,
-vsphere.cpu.maxlimited.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is not running because it has reached its maximum CPU limit setting",-1,vsphere,cpu maxlimited sum,
-vsphere.cpu.overlap.sum,gauge,,millisecond,,Time the virtual machine was interrupted to perform system services on behalf of itself or other virtual machines.,0,vsphere,cpu overlap sum,
-vsphere.cpu.readiness.avg,gauge,,percent,,"Percentage of time that the virtual machine was ready, but could not get scheduled to run on the physical CPU.",0,vsphere,cpu readiness avg,
-vsphere.cpu.ready,gauge,,millisecond,,Milliseconds of CPU time spent in ready state [Legacy],-1,vsphere,cpu ready,
-vsphere.cpu.ready.sum,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready sum,
-vsphere.cpu.reservedCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by virtual machines,0,vsphere,cpu reservedCapacity avg,
-vsphere.cpu.run.sum,gauge,,millisecond,,Time the virtual machine is scheduled to run,1,vsphere,cpu run sum,
-vsphere.cpu.swapwait.sum,gauge,,millisecond,,CPU time spent waiting for swap-in,0,vsphere,cpu swapwait sum,
-vsphere.cpu.system.sum,gauge,,millisecond,,"Amount of time spent on system processes on each virtual CPU in the virtual machine. This is the host view of the CPU usage, not the guest operating system view.",0,vsphere,cpu system sum,
-vsphere.cpu.totalCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by and available for virtual machines,1,vsphere,cpu totalCapacity avg,
-vsphere.cpu.totalmhz.avg,gauge,,megahertz,,Total megahertz of CPU being used,-1,vsphere,cpu totalmhz avg,
-vsphere.cpu.usage,gauge,,percent,,Percentage of CPU capacity being used [Legacy],-1,vsphere,cpu usage,
-vsphere.cpu.usage.avg,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage avg,
-vsphere.cpu.usage.vcpus.avg,gauge,,percent,,Virtual CPU usage as a percentage during the interval,-1,vsphere,cpu usage vcpus avg,
-vsphere.cpu.usagemhz,gauge,,megahertz,,Total megehertz of CPU being used [Legacy],-1,vsphere,cpu usagemhz,
-vsphere.cpu.usagemhz.avg,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz avg,
-vsphere.cpu.used.sum,gauge,,millisecond,,"Time accounted to the virtual machine. If a system service runs on behalf of this virtual machine, the time spent by that service (represented by cpu.system) should be charged to this virtual machine. If not, the time spent (represented by cpu.overlap) should not be charged against this virtual machine.",0,vsphere,cpu used sum,
-vsphere.cpu.utilization.avg,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization avg,
-vsphere.cpu.wait.sum,gauge,,millisecond,,"Total CPU time spent in wait state.The wait total includes time spent the CPU Idle, CPU Swap Wait, and CPU I/O Wait states.",0,vsphere,cpu wait sum,
-vsphere.datacenter.count,gauge,,,,Timeserie with value 1 for each Datacenter. Make 'sum by {X}' queries to count all the Datacenters with the tag X.,0,vsphere,datacenter count,
-vsphere.datastore.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,datastore busResets sum,
-vsphere.datastore.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,commandsAborted sum,
-vsphere.datastore.count,gauge,,,,Timeserie with value 1 for each Datastore. Make 'sum by {X}' queries to count all the Datastores with the tag X.,0,vsphere,datastore count,
-vsphere.datastore.datastoreIops.avg,gauge,,operation,second,Storage I/O Control aggregated IOPS,-1,vsphere,datastoreIops avg,
-vsphere.datastore.datastoreMaxQueueDepth.latest,gauge,,command,,Storage I/O Control datastore maximum queue depth,1,vsphere,datastoreMaxQueueDepth latest,
-vsphere.datastore.datastoreNormalReadLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized read latency,-1,vsphere,datastoreNormalReadLatency latest,
-vsphere.datastore.datastoreNormalWriteLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized write latency,-1,vsphere,datastoreNormalWriteLatency latest,
-vsphere.datastore.datastoreReadBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes read,0,vsphere,datastoreReadBytes latest,
-vsphere.datastore.datastoreReadIops.latest,gauge,,operation,second,Storage DRS datastore read I/O rate,0,vsphere,datastoreReadIops latest,
-vsphere.datastore.datastoreReadLoadMetric.latest,gauge,,,,Storage DRS datastore metric for read workload model,0,vsphere,datastore rloadmetric,
-vsphere.datastore.datastoreReadOIO.latest,gauge,,request,,Storage DRS datastore outstanding read requests,-1,vsphere,datastoreReadOIO latest,
-vsphere.datastore.datastoreVMObservedLatency.latest,gauge,,microsecond,,The average datastore latency as seen by virtual machines,-1,vsphere,datastoreVMObservedLatency latest,
-vsphere.datastore.datastoreWriteBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes written,0,vsphere,datastoreWriteBytes latest,
-vsphere.datastore.datastoreWriteIops.latest,gauge,,operation,second,Storage DRS datastore write I/O rate,-1,vsphere,datastoreWriteIops latest,
-vsphere.datastore.datastoreWriteLoadMetric.latest,gauge,,,,Storage DRS datastore metric for write workload model,0,vsphere,datastore wloadmetric,
-vsphere.datastore.datastoreWriteOIO.latest,gauge,,request,,Storage DRS datastore outstanding write requests,-1,vsphere,datastoreWriteOIO latest,
-vsphere.datastore.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all datastores used by the host,0,vsphere,datastore max total lat,
-vsphere.datastore.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,numberReadAveraged avg,
-vsphere.datastore.numberWriteAveraged.avg,gauge,,,,Average number of write commands issued per second to the datastore during the collection interval,0,vsphere,datastore nb write avg,
-vsphere.datastore.read.avg,gauge,,kibibyte,second,Rate of reading data from the datastore,0,vsphere,datastore read avg,
-vsphere.datastore.siocActiveTimePercentage.avg,gauge,,percent,,Percentage of time Storage I/O Control actively controlled datastore latency,-1,vsphere,siocActiveTimePercentage avg,
-vsphere.datastore.sizeNormalizedDatastoreLatency.avg,gauge,,microsecond,,Storage I/O Control size-normalized I/O latency,-1,vsphere,sizeNormalizedDatastoreLatency avg,
-vsphere.datastore.summary.capacity,gauge,300,byte,,"Maximum capacity of this datastore, in bytes. This value is updated periodically by the server. It can be explicitly refreshed with the Refresh operation.",0,vsphere,datastore capacity,
-vsphere.datastore.summary.freeSpace,gauge,300,byte,,"Available space of this datastore, in bytes. The server periodically updates this value. It can be explicitly refreshed with the Refresh operation.",0,vsphere,datastore freespace,
-vsphere.datastore.throughput.contention.avg,gauge,,millisecond,,Average amount of time for an I/O operation to the datastore or LUN across all ESX hosts accessing it.,0,vsphere,datastore thgpt content avg,
-vsphere.datastore.throughput.usage.avg,gauge,,kibibyte,second,The current bandwidth usage for the datastore or LUN.,0,vsphere,datastore thgpt usage avg,
-vsphere.datastore.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the datastore,-1,vsphere,totalReadLatency avg,
-vsphere.datastore.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the datastore,-1,vsphere,totalWriteLatency avg,
-vsphere.datastore.write.avg,gauge,,kibibyte,second,Rate of writing data to the datastore,0,vsphere,datastore write avg,
-vsphere.disk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,disk busResets sum,
-vsphere.disk.capacity.contention.avg,gauge,,percent,,"The amount of storage capacity overcommitment for the entity, measured in percent.",0,vsphere,disk cap content avg,
-vsphere.disk.capacity.latest,gauge,,kibibyte,,Configured size of the datastore,0,vsphere,disk capacity latest,
-vsphere.disk.capacity.provisioned.avg,gauge,,kibibyte,,Provisioned size of the entity,0,vsphere,disk cap prov avg,
-vsphere.disk.capacity.usage.avg,gauge,,kibibyte,,The amount of storage capacity currently being consumed by or on the entity.,0,vsphere,disk cap usage avg,
-vsphere.disk.commands.sum,gauge,,command,,Number of SCSI commands issued,0,vsphere,disk commands sum,
-vsphere.disk.commandsAborted,gauge,,occurrence,,Number of SCSI commands aborted [Legacy],-1,vsphere,disk cmd abort,
-vsphere.disk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,disk commandsAborted sum,
-vsphere.disk.commandsAveraged.avg,gauge,,command,second,Average number of SCSI commands issued per second,0,vsphere,disk commandsAveraged avg,
-vsphere.disk.deltaused.latest,gauge,,kibibyte,,Storage overhead of a virtual machine or a datastore due to delta disk backings [Legacy],-1,vsphere,disk deltaused latest,
-vsphere.disk.deviceLatency,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device [Legacy],-1,vsphere,disk dev lat,
-vsphere.disk.deviceLatency.avg,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat avg,
-vsphere.disk.deviceReadLatency,gauge,,millisecond,,Average amount of time it takes to complete read from physical device [Legacy],-1,vsphere,disk dev read lat,
-vsphere.disk.deviceReadLatency.avg,gauge,,millisecond,,Average amount of time to read from the physical device,-1,vsphere,disk dev read lat avg,
-vsphere.disk.deviceWriteLatency,gauge,,millisecond,,Average amount of time it takes to complete write to the physical device (LUN) [Legacy],-1,vsphere,disk dev write lat,
-vsphere.disk.deviceWriteLatency.avg,gauge,,millisecond,,Average amount of time to write from the physical device,-1,vsphere,disk dev write lat avg,
-vsphere.disk.kernelLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI command,-1,vsphere,disk kernel lat avg,
-vsphere.disk.kernelReadLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI read command,-1,vsphere,disk kernel read lat avg,
-vsphere.disk.kernelWriteLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI write command,-1,vsphere,disk kernel write lat avg,
-vsphere.disk.maxQueueDepth.avg,gauge,,command,,Maximum queue depth,0,vsphere,disk maxQueueDepth avg,
-vsphere.disk.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all disks used by the host,-1,vsphere,disk max total lat,
-vsphere.disk.numberRead.sum,gauge,,,,Number of disk reads during the collection interval.,0,vsphere,disk nb read,
-vsphere.disk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,disk num read avg,
-vsphere.disk.numberWrite.sum,gauge,,,,Number of disk writes during the collection interval.,0,vsphere,disk nb write,
-vsphere.disk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the datastore,0,vsphere,disk num write avg,
-vsphere.disk.provisioned.latest,gauge,,kibibyte,,Amount of storage set aside for use by a datastore or a virtual machine. Files on the datastore and the virtual machine can expand to this size but not beyond it,0,vsphere,disk provisioned latest,
-vsphere.disk.queueLatency,gauge,,millisecond,,Average amount of time spent in VMkernel queue (per SCSI command) [Legacy],-1,vsphere,disk queue lat,
-vsphere.disk.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,-1,vsphere,disk queue lat avg,
-vsphere.disk.queueReadLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI read command,-1,vsphere,disk queue read lat avg,
-vsphere.disk.queueWriteLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI write command,-1,vsphere,disk queue write lat avg,
-vsphere.disk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the disk each second,0,vsphere,disk read avg,
-vsphere.disk.scsiReservationCnflctsPct.avg,gauge,,percent,,Number of SCSI reservation conflicts for the LUN as a percent of total commands during the collection interval,0,vsphere,disk scsi res conflicts pct,
-vsphere.disk.scsiReservationConflicts.sum,gauge,,,,Number of SCSI reservation conflicts for the LUN during the collection interval,0,vsphere,disk scsi res conflicts,
-vsphere.disk.totalLatency,gauge,,millisecond,,Sum of average amount of time (in kernel and device) to process an SCSI command issued by the Guest OS to the vm [Legacy],-1,vsphere,disk total lat,
-vsphere.disk.totalLatency.avg,gauge,,millisecond,,Average amount of time taken during the collection interval to process a SCSI command issued by the guest OS to the virtual machine.,0,vsphere,disk tot lat,
-vsphere.disk.totalReadLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI read command issued from the guest OS to the virtual machine,-1,vsphere,disk total read lat avg,
-vsphere.disk.totalWriteLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI write command issued by the guest OS to the virtual machine,-1,vsphere,disk total write lat avg,
-vsphere.disk.unshared.latest,gauge,,kibibyte,,Amount of space associated exclusively with a virtual machine,0,vsphere,disk unshared latest,
-vsphere.disk.usage.avg,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage avg,
-vsphere.disk.used.latest,gauge,,kibibyte,,"Amount of space actually used by the virtual machine or the datastore. May be less than the amount provisioned at any given time, depending on whether the virtual machine is powered-off, whether snapshots have been created or not, and other such factors",0,vsphere,disk used latest,
-vsphere.disk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the disk each second,0,vsphere,disk write avg,
-vsphere.hbr.hbrNetRx.avg,gauge,,kibibyte,second,Kilobytes per second of outgoing host-based replication network traffic (for this virtual machine or host).,0,vsphere,hbr net rx,
-vsphere.hbr.hbrNetTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,hbr net tx,
-vsphere.hbr.hbrNumVms.avg,gauge,,,,Number of powered-on virtual machines running on this host that currently have host-based replication protection enabled.,0,vsphere,hbr num vms,
-vsphere.host.count,gauge,,,,Timeserie with value 1 for each ESXi Host. Make 'sum by {X}' queries to count all the Hosts with the tag X.,0,vsphere,host count,
-vsphere.host.hardware.cpuPowerManagementInfo.currentPolicy,count,300,,,Information about current CPU power management policy. Tagged by `currentPolicy`.,0,vsphere,host cur policy,
-vsphere.host.summary.runtime.connectionState,count,300,,,The host connection state. Tagged by `connectionState`.,0,vsphere,host conn state,
-vsphere.host.summary.runtime.inMaintenanceMode,count,300,,,The flag to indicate whether or not the host is in maintenance mode. This flag is set when the host has entered the maintenance mode. It is not set during the entering phase of maintenance mode. Tagged by `inMaintenanceMode`.,0,vsphere,host maintenance mode,
-vsphere.host.summary.runtime.powerState,count,300,,,The host power state. Tagged by `powerState`.,0,vsphere,host power state,
-vsphere.mem.active,gauge,,kibibyte,,Kilobytes of memory that the VMkernel estimates is being actively used based on recently touched memory pages [Legacy],-1,vsphere,mem active,
-vsphere.mem.active.avg,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active avg,
-vsphere.mem.activewrite.avg,gauge,,kibibyte,,Estimate for the amount of memory actively being written to by the virtual machine,-1,vsphere,mem activewrite avg,
-vsphere.mem.capacity.contention.avg,gauge,,percent,,"Percentage of time VMs are waiting to access swapped, compressed or ballooned memory.",0,vsphere,mem capacity contention avg,
-vsphere.mem.capacity.usage.avg,gauge,,kilobyte,,Amount of physical memory actively used.,0,vsphere,mem capacity usage avg,
-vsphere.mem.compressed,gauge,,kibibyte,,Kilobytes of memory that have been compressed [Legacy],-1,vsphere,mem compressed,
-vsphere.mem.compressed.avg,gauge,,kibibyte,,Amount of memory reserved by userworlds,0,vsphere,mem compressed avg,
-vsphere.mem.compressionRate.avg,gauge,,kibibyte,second,Rate of memory compression for the virtual machine,0,vsphere,mem compressionRate avg,
-vsphere.mem.consumed,gauge,,kibibyte,,Kilobytes of used memory [Legacy],-1,vsphere,mem consumed,
-vsphere.mem.consumed.avg,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed avg,
-vsphere.mem.consumed.userworlds.avg,gauge,,kibibyte,,Amount of physical memory consumed by userworlds on this host,0,vsphere,mem cons userworl,
-vsphere.mem.consumed.vms.avg,gauge,,kibibyte,,Amount of physical memory consumed by VMs on this host.,0,vsphere,mem cons vms,
-vsphere.mem.decompressionRate.avg,gauge,,kibibyte,second,Rate of memory decompression for the virtual machine,0,vsphere,mem decompressionRate avg,
-vsphere.mem.entitlement.avg,gauge,,kibibyte,,"Amount of host physical memory the virtual machine is entitled to, as determined by the ESX scheduler",1,vsphere,mem entitlement avg,
-vsphere.mem.granted.avg,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted avg,
-vsphere.mem.heap.avg,gauge,,kibibyte,,VMkernel virtual address space dedicated to VMkernel main heap and related data,0,vsphere,mem heap avg,
-vsphere.mem.heapfree.avg,gauge,,kibibyte,,Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.,0,vsphere,mem heapfree avg,
-vsphere.mem.latency.avg,gauge,,percent,,Percentage of time the virtual machine is waiting to access swapped or compressed memory,-1,vsphere,mem latency avg,
-vsphere.mem.llSwapIn.avg,gauge,,kibibyte,,Amount of memory swapped-in from host cache,0,vsphere,mem llswapin avg,
-vsphere.mem.llSwapInRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from host cache into active memory,-1,vsphere,mem llSwapInRate avg,
-vsphere.mem.llSwapOut.avg,gauge,,kibibyte,,Amount of memory swapped-out to host cache,0,vsphere,mem llswapout avg,
-vsphere.mem.llSwapOutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to host cache,-1,vsphere,mem llSwapOutRate avg,
-vsphere.mem.llSwapUsed.avg,gauge,,kibibyte,,Space used for caching swapped pages in the host cache,0,vsphere,mem llswapused avg,
-vsphere.mem.lowfreethreshold.avg,gauge,,kibibyte,,Threshold of free host physical memory below which ESX/ESXi will begin reclaiming memory from virtual machines through ballooning and swapping,0,vsphere,mem lowfreethreshold avg,
-vsphere.mem.mementitlement.latest,gauge,,mebibyte,,"Memory allocation as calculated by the VMkernel scheduler based on current estimated demand and reservation, limit, and shares policies set for all virtual machines and resource pools in the host or cluster [Legacy]",0,vsphere,mem mementitlement latest,
-vsphere.mem.overhead,gauge,,kibibyte,,Kilobytes of memory allocated to a vm beyond its reserved amount [Legacy],-1,vsphere,mem overhead,
-vsphere.mem.overhead.avg,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead avg,
-vsphere.mem.overheadMax.avg,gauge,,kibibyte,,Host physical memory reserved for use as the virtualization overhead for the virtual machine,-1,vsphere,mem overheadMax avg,
-vsphere.mem.overheadTouched.avg,gauge,,kibibyte,,Actively touched overhead host physical memory (KB) reserved for use as the virtualization overhead for the virtual machine,0,vsphere,mem overhead touched,
-vsphere.mem.reservedCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by powered-on virtual machines and vSphere services on the host,0,vsphere,mem reservedCapacity avg,
-vsphere.mem.shared.avg,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared avg,
-vsphere.mem.sharedcommon.avg,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon avg,
-vsphere.mem.state.latest,gauge,,kibibyte,,One of four threshold levels representing the percentage of free memory on the host. The counter value determines swapping and ballooning behavior for memory reclamation,0,vsphere,mem state latest,
-vsphere.mem.swapin.avg,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin avg,
-vsphere.mem.swapinRate.avg,gauge,,kibibyte,second,Rate at which memory is swapped from disk into active memory,-1,vsphere,mem swapinRate avg,
-vsphere.mem.swapout.avg,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout avg,
-vsphere.mem.swapoutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to disk,-1,vsphere,mem swapoutRate avg,
-vsphere.mem.swapped.avg,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped avg,
-vsphere.mem.swaptarget.avg,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget avg,
-vsphere.mem.swapused.avg,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused avg,
-vsphere.mem.sysUsage.avg,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage avg,
-vsphere.mem.totalCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by and available for powered-on virtual machines and vSphere services on the host,1,vsphere,mem totalCapacity avg,
-vsphere.mem.totalmb.avg,gauge,,kibibyte,,Total amount of host physical memory of all hosts in the cluster that is available for virtual machine memory (physical memory for use by the guest OS) and virtual machine overhead memory,1,vsphere,mem totalmb avg,
-vsphere.mem.unreserved.avg,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved avg,
-vsphere.mem.usage.avg,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage avg,
-vsphere.mem.vmfs.pbc.capMissRatio.latest,gauge,,percent,,Trailing average of the ratio of capacity misses to compulsory misses for the VMFS PB Cache,0,vsphere,mem vmfs capmissratio,
-vsphere.mem.vmfs.pbc.overhead.latest,gauge,,kibibyte,,Amount of VMFS heap used by the VMFS PB Cache,0,vsphere,mem vmfs overhead,
-vsphere.mem.vmfs.pbc.size.latest,gauge,,mebibyte,,Space used for holding VMFS Pointer Blocks in memory,0,vsphere,mem vmfs size,
-vsphere.mem.vmfs.pbc.sizeMax.latest,gauge,,mebibyte,,Maximum size the VMFS Pointer Block Cache can grow to,0,vsphere,mem vmfs sizemax,
-vsphere.mem.vmfs.pbc.workingSet.latest,gauge,,tebibyte,,Amount of file blocks whose addresses are cached in the VMFS PB Cache,0,vsphere,mem vmfs workingset,
-vsphere.mem.vmfs.pbc.workingSetMax.latest,gauge,,tebibyte,,Maximum amount of file blocks whose addresses are cached in the VMFS PB Cache,0,vsphere,mem vmfs worksingsetmax,
-vsphere.mem.vmmemctl,gauge,,kibibyte,,Kilobytes of memory allocated by the virtual machine memory control driver (vmmemctl) [Legacy],-1,vsphere,mem vmmemctl,
-vsphere.mem.vmmemctl.avg,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl avg,
-vsphere.mem.vmmemctltarget.avg,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget avg,
-vsphere.mem.zero.avg,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero avg,
-vsphere.mem.zipSaved.latest,gauge,,kibibyte,,Memory saved due to memory zipping,0,vsphere,mem zipSaved latest,
-vsphere.mem.zipped.latest,gauge,,kibibyte,,Memory zipped,0,vsphere,mem zipped latest,
-vsphere.net.broadcastRx.sum,gauge,,packet,,Number of broadcast packets received,0,vsphere,net broadcastRx sum,
-vsphere.net.broadcastTx.sum,gauge,,packet,,Number of broadcast packets transmitted,0,vsphere,net broadcastTx sum,
-vsphere.net.bytesRx.avg,gauge,,kibibyte,second,Average amount of data received per second,0,vsphere,net bytesRx avg,
-vsphere.net.bytesTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,net bytesTx avg,
-vsphere.net.droppedRx.sum,gauge,,packet,,Number of received packets dropped,-1,vsphere,net droppedRx sum,
-vsphere.net.droppedTx.sum,gauge,,packet,,Number of transmitted packets dropped,-1,vsphere,net droppedTx sum,
-vsphere.net.errorsRx.sum,gauge,,packet,,Number of packets with errors received,-1,vsphere,net errorRx sum,
-vsphere.net.errorsTx.sum,gauge,,packet,,Number of packets with errors transmitted,-1,vsphere,net errorTx sum,
-vsphere.net.multicastRx.sum,gauge,,packet,,Number of multicast packets received,0,vsphere,net multicastRx sum,
-vsphere.net.multicastTx.sum,gauge,,packet,,Number of multicast packets transmitted,0,vsphere,net multicastTx sum,
-vsphere.net.packetsRx.sum,gauge,,packet,,Number of packets received,0,vsphere,net packetsRx sum,
-vsphere.net.packetsTx.sum,gauge,,packet,,Number of packets transmitted,0,vsphere,net packetsTx sum,
-vsphere.net.pnicBytesRx.avg,gauge,,,,,0,vsphere,mem net pnic bytesRx,
-vsphere.net.pnicBytesTx.avg,gauge,,,,,0,vsphere,mem net pnic bytesTx,
-vsphere.net.received.avg,gauge,,kibibyte,second,Average rate at which data was received during the interval. This represents the bandwidth of the network,0,vsphere,net received avg,
-vsphere.net.throughput.usage.avg,gauge,,kibibyte,second,The current network bandwidth usage for the host.,0,vsphere,net throughput usage avg,
-vsphere.net.transmitted.avg,gauge,,kibibyte,second,Average rate at which data was transmitted during the interval. This represents the bandwidth of the network,0,vsphere,net transmitted avg,
-vsphere.net.unknownProtos.sum,gauge,,kibibyte,second,Number of frames with unknown protocol received,0,vsphere,net unknownProtos sum,
-vsphere.net.usage.avg,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage avg,
-vsphere.network.received,rate,,kibibyte,,Number of kilobytes received by the host [Legacy],-1,vsphere,net rx,
-vsphere.network.transmitted,rate,,kibibyte,,Number of kilobytes transmitted by the host [Legacy],-1,vsphere,net tx,
-vsphere.power.energy.sum,gauge,,,,Total energy (in joule) used since last stats reset.,-1,vsphere,power energy sum,
-vsphere.power.power.avg,gauge,,watt,,Current power usage,-1,vsphere,power avg,
-vsphere.power.powerCap.avg,gauge,,watt,,Maximum allowed power usage.,-1,vsphere,powercap avg,
-vsphere.rescpu.actav1.latest,gauge,,percent,,CPU active average over 1 minute,-1,vsphere,respcu actav1,
-vsphere.rescpu.actav15.latest,gauge,,percent,,CPU active average over 15 minutes,-1,vsphere,respcu actav15,
-vsphere.rescpu.actav5.latest,gauge,,percent,,CPU active average over 5 minutes,-1,vsphere,respcu actav5,
-vsphere.rescpu.actpk1.latest,gauge,,percent,,CPU active peak over 1 minute,-1,vsphere,respcu actpk1,
-vsphere.rescpu.actpk15.latest,gauge,,percent,,CPU active peak over 15 minutes,-1,vsphere,respcu actpk15,
-vsphere.rescpu.actpk5.latest,gauge,,percent,,CPU active peak over 5 minutes,-1,vsphere,respcu actpk5,
-vsphere.rescpu.maxLimited1.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 1 minute",-1,vsphere,respcu maxLimited1,
-vsphere.rescpu.maxLimited15.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 15 minutes",-1,vsphere,respcu maxLimited15,
-vsphere.rescpu.maxLimited5.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 5 minutes",-1,vsphere,respcu maxLimited5,
-vsphere.rescpu.runav1.latest,gauge,,percent,,CPU running average over 1 minute,-1,vsphere,respcu runav1,
-vsphere.rescpu.runav15.latest,gauge,,percent,,CPU running average over 15 minutes,-1,vsphere,respcu runav15,
-vsphere.rescpu.runav5.latest,gauge,,percent,,CPU running average over 5 minutes,-1,vsphere,respcu runav5,
-vsphere.rescpu.runpk1.latest,gauge,,percent,,CPU running peak over 1 minute,-1,vsphere,respcu runpk1,
-vsphere.rescpu.runpk15.latest,gauge,,percent,,CPU running peak over 15 minutes,-1,vsphere,respcu runpk15,
-vsphere.rescpu.runpk5.latest,gauge,,percent,,CPU running peak over 5 minutes,-1,vsphere,respcu runpk5,
-vsphere.rescpu.sampleCount.latest,gauge,,,,Group CPU sample count.,-1,vsphere,respcu samplecounter,
-vsphere.rescpu.samplePeriod.latest,gauge,,millisecond,,Group CPU sample period.,-1,vsphere,respcu sampleperiod,
-vsphere.storageAdapter.commandsAveraged.avg,gauge,,command,second,Average number of commands issued per second by the storage adapter,0,vsphere,storageAdapter commandsAveraged avg,
-vsphere.storageAdapter.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all storage adapters used by the host,-1,vsphere,storageAdapter maxtotallatency,
-vsphere.storageAdapter.numberReadAveraged.avg,gauge,,command,second,Average number of read commands issued per second by the storage adapter,0,vsphere,storageAdapter readAveraged avg,
-vsphere.storageAdapter.numberWriteAveraged.avg,gauge,,command,second,Average number of write commands issued per second by the storage adapter,0,vsphere,storageAdapter writeAveraged avg,
-vsphere.storageAdapter.outstandingIOs.avg,gauge,,command,,The number of I/Os that have been issued but have not yet completed,-1,vsphere,storageAdapter outstandingIOs avg,
-vsphere.storageAdapter.queueDepth.avg,gauge,,command,,The maximum number of I/Os that can be outstanding at a given time,0,vsphere,storageAdapter queueDepth avg,
-vsphere.storageAdapter.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,0,vsphere,storageAdapter queueLatency avg,
-vsphere.storageAdapter.queued.avg,gauge,,command,,The current number of I/Os that are waiting to be issued,-1,vsphere,storageAdapter queued avg,
-vsphere.storageAdapter.read.avg,gauge,,kibibyte,second,Rate of reading data by the storage adapter,0,vsphere,storageAdapter read avg,
-vsphere.storageAdapter.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation by the storage adapter,-1,vsphere,storageAdapter totalReadLatency avg,
-vsphere.storageAdapter.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation by the storage adapter,-1,vsphere,storageAdapter totalWriteLatency avg,
-vsphere.storageAdapter.write.avg,gauge,,kibibyte,second,Rate of writing data by the storage adapter,0,vsphere,storageAdapter write avg,
-vsphere.storagePath.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,storagePath busResets sum,
-vsphere.storagePath.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,storagePath commandsAborted sum,
-vsphere.storagePath.commandsAveraged.avg,gauge,,command,,Average number of commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath cmd avg,
-vsphere.storagePath.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all storage paths used by the host,-1,vsphere,storagePath max tot lat,
-vsphere.storagePath.numberReadAveraged.avg,gauge,,,,Average number of read commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath nb rd avg,
-vsphere.storagePath.numberWriteAveraged.avg,gauge,,,,Average number of write commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath nnb wr avg,
-vsphere.storagePath.read.avg,gauge,,kibibyte,second,Rate of reading data on the storage path,-1,vsphere,storagePath rd avg,
-vsphere.storagePath.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read issued on the storage path. Total latency = kernel latency + device latency.,-1,vsphere,storagePath tot rd lat,
-vsphere.storagePath.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write issued on the storage path. Total latency = kernel latency + device latency.,-1,vsphere,storagePath tot wr lat,
-vsphere.storagePath.write.avg,gauge,,kibibyte,second,Rate of writing data on the storage path,-1,vsphere,storagePath wr lat,
-vsphere.sys.heartbeat.latest,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat,
-vsphere.sys.heartbeat.sum,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat avg,
-vsphere.sys.osUptime.latest,gauge,,second,,"Total time elapsed, in seconds, since last operating system boot-up",0,vsphere,sys os uptime,
-vsphere.sys.resourceCpuAct1.latest,gauge,,percent,,CPU active average over 1 minute of the system resource group,0,vsphere,sys res cpu act1,
-vsphere.sys.resourceCpuAct5.latest,gauge,,percent,,CPU active average over 5 minutes of the system resource group,0,vsphere,sys res cpu act5,
-vsphere.sys.resourceCpuAllocMax.latest,gauge,,megahertz,,CPU allocation limit (in MHz) of the system resource group,0,vsphere,sys res cpu alloc max,
-vsphere.sys.resourceCpuAllocMin.latest,gauge,,megahertz,,CPU allocation reservation (in MHz) of the system resource group,0,vsphere,sys res cpu alloc min,
-vsphere.sys.resourceCpuAllocShares.latest,gauge,,,,CPU allocation shares of the system resource group,0,vsphere,sys res cpu alloc share,
-vsphere.sys.resourceCpuMaxLimited1.latest,gauge,,percent,,CPU maximum limited over 1 minute of the system resource group,0,vsphere,sys res cpu maxlim 1,
-vsphere.sys.resourceCpuMaxLimited5.latest,gauge,,percent,,CPU maximum limited over 5 minutes of the system resource group,0,vsphere,sys res cpu maxlim 5,
-vsphere.sys.resourceCpuRun1.latest,gauge,,percent,,CPU running average over 1 minute of the system resource group,0,vsphere,sys res cpu run 1,
-vsphere.sys.resourceCpuRun5.latest,gauge,,percent,,CPU running average over 5 minutes of the system resource group,0,vsphere,sys res cpu run 5,
-vsphere.sys.resourceCpuUsage.avg,gauge,,megahertz,,Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.,0,vsphere,sys res cpu usage avg,
-vsphere.sys.resourceFdUsage.latest,gauge,,,,Number of file descriptors used by the system resource group,0,vsphere,sys res fd usage,
-vsphere.sys.resourceMemAllocMax.latest,gauge,,kibibyte,,Memory allocation limit (in KB) of the system resource group,0,vsphere,sys res mem alloc max,
-vsphere.sys.resourceMemAllocMin.latest,gauge,,kibibyte,,Memory allocation reservation (in KB) of the system resource group,0,vsphere,sys res mem alloc min,
-vsphere.sys.resourceMemAllocShares.latest,gauge,,,,Memory allocation shares of the system resource group,0,vsphere,sys res mem alloc shares,
-vsphere.sys.resourceMemConsumed.latest,gauge,,kibibyte,,Memory consumed by the system resource group,0,vsphere,sys res mem consumed,
-vsphere.sys.resourceMemCow.latest,gauge,,kibibyte,,Memory shared by the system resource group,0,vsphere,sys res mem cow,
-vsphere.sys.resourceMemMapped.latest,gauge,,kibibyte,,Memory mapped by the system resource group,0,vsphere,sys res mem mapped,
-vsphere.sys.resourceMemOverhead.latest,gauge,,kibibyte,,Overhead memory consumed by the system resource group,0,vsphere,sys res mem overhead,
-vsphere.sys.resourceMemShared.latest,gauge,,kibibyte,,Memory saved due to sharing by the system resource group,0,vsphere,sys res mem shared,
-vsphere.sys.resourceMemSwapped.latest,gauge,,kibibyte,,Memory swapped out by the system resource group,0,vsphere,sys res mem swap,
-vsphere.sys.resourceMemTouched.latest,gauge,,kibibyte,,Memory touched by the system resource group,0,vsphere,sys res mem touch,
-vsphere.sys.resourceMemZero.latest,gauge,,kibibyte,,Zero filled memory used by the system resource group,0,vsphere,sys res mem zero,
-vsphere.sys.uptime.latest,gauge,,second,,Total time elapsed since last system startup,0,vsphere,uptime,
-vsphere.virtualDisk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,virtualdisk busResets sum,
-vsphere.virtualDisk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,virutaldisk commandsAborted sum,
-vsphere.virtualDisk.largeSeeks.latest,gauge,,,,Number of seeks during the interval that were greater than 8192 LBNs apart,0,vsphere,virtualdisk lrg seeks,
-vsphere.virtualDisk.mediumSeeks.latest,gauge,,,,Number of seeks during the interval that were between 64 and 8192 LBNs apart,0,vsphere,virtualdisk mdm seeks,
-vsphere.virtualDisk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the virtual disk,0,vsphere,virtualdisk num read avg,
-vsphere.virtualDisk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the virtual disk,0,vsphere,virtualdisk num write avg,
-vsphere.virtualDisk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the virtual disk each second,0,vsphere,virtualdisk read avg,
-vsphere.virtualDisk.readIOSize.latest,gauge,,,,Average read request size in bytes,0,vsphere,virtualdisk rd IO size,
-vsphere.virtualDisk.readLatencyUS.latest,gauge,,microsecond,,Read latency in microseconds,0,vsphere,virtualdisk rd lat us,
-vsphere.virtualDisk.readLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the read workload model,0,vsphere,virtualdisk readLoadMetric latest,
-vsphere.virtualDisk.readOIO.latest,gauge,,request,,Average number of outstanding read requests to the virtual disk,0,vsphere,virtualdisk readOIO latest,
-vsphere.virtualDisk.smallSeeks.latest,gauge,,,,Number of seeks during the interval that were less than 64 LBNs apart,0,vsphere,virtualdisk sml seeks,
-vsphere.virtualDisk.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the virtual disk,-1,vsphere,virtualdisk totalReadLatency avg,
-vsphere.virtualDisk.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the virtual disk,-1,vsphere,virtualdisk totalWriteLatency avg,
-vsphere.virtualDisk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the virtual disk each second,0,vsphere,virtualdisk write avg,
-vsphere.virtualDisk.writeIOSize.latest,gauge,,,,Average write request size in bytes,0,vsphere,virtualdisk wr io size,
-vsphere.virtualDisk.writeLatencyUS.latest,gauge,,microsecond,,Write latency in microseconds,0,vsphere,virtualdisk wr lat us,
-vsphere.virtualDisk.writeLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the write workload model,0,vsphere,virtualdisk writeLoadMetric latest,
-vsphere.virtualDisk.writeOIO.latest,gauge,,request,,Average number of outstanding write requests to the virtual disk,0,vsphere,virtualdisk writeOIO latest,
-vsphere.vm.config.cpuAllocation.limit,gauge,300,megahertz,,"The utilization of a virtual machine/resource pool will not exceed this limit, even if there are available resources. This is typically used to ensure a consistent performance of virtual machines / resource pools independent of available resources. If set to -1, then there is no fixed limit on resource usage",0,vsphere,vm cpu limit,
-vsphere.vm.config.cpuAllocation.overheadLimit,gauge,300,megahertz,,"The maximum allowed overhead cpu. For a powered on virtual machine, the overhead cpu reservation cannot be larger than its overheadLimit. This property is only applicable to powered on virtual machines and is not persisted across reboots. This property is not applicable for resource pools. If set to -1, then there is no limit on reservation",0,vsphere,vm cpu overhead,
-vsphere.vm.config.hardware.numCoresPerSocket,gauge,300,,,Number of cores used to distribute virtual CPUs among sockets in this virtual machine. If the value is unset it implies to numCoresPerSocket = 1.,0,vsphere,vm num cores,
-vsphere.vm.config.memoryAllocation.limit,gauge,300,megabyte,,"The utilization of a virtual machine/resource pool will not exceed this limit, even if there are available resources. This is typically used to ensure a consistent performance of virtual machines / resource pools independent of available resources. If set to -1, then there is no fixed limit on resource usage",0,vsphere,vm mem limit,
-vsphere.vm.config.memoryAllocation.overheadLimit,gauge,300,megabyte,,"The maximum allowed overhead memory. For a powered on virtual machine, the overhead memory reservation cannot be larger than its overheadLimit. This property is only applicable to powered on virtual machines and is not persisted across reboots. This property is not applicable for resource pools. If set to -1, then there is no limit on reservation",0,vsphere,vm virtual disks,
-vsphere.vm.count,gauge,,,,Timeseries with value 1 for each VM. Make 'sum by {X}' queries to count all the VMs with the tag X.,0,vsphere,vm count,
-vsphere.vm.guest.disk.capacity,gauge,300,byte,,"Total capacity of the disk, in bytes. Tagged by `disk_path`.",0,vsphere,vm disk capacity,
-vsphere.vm.guest.disk.freeSpace,gauge,300,byte,,"Free space on the disk, in bytes. Tagged by `disk_path`.",0,vsphere,vm free space,
-vsphere.vm.guest.guestFullName,count,300,,,"Guest operating system full name, if known, tagged by guestFullName",0,vsphere,vm guest name,
-vsphere.vm.guest.ipStack.ipRoute,count,300,,,Count of IP Routes in the IP Route table on this guest OS,0,vsphere,vm ip route,
-vsphere.vm.guest.net,count,300,,,"Number of network adapters on this guest OS. Tagged by `nic_mac_address`, `device_id`, and `is_connected`.",0,vsphere,vm net,
-vsphere.vm.guest.net.ipConfig.address,count,300,,,"Number of staticly assigned IP addresses to be configured on a given interface on this guest OS. Tagged by `nic_mac_address`, `device_id`, `is_connected`, and `nic_ip_address`.",0,vsphere,vm ip address,
-vsphere.vm.guest.toolsRunningStatus,count,300,,,"Information about the current status of VMware Tools, tagged by `toolsstatus`.",0,vsphere,vm tools status,
-vsphere.vm.guest.toolsVersion,count,300,,,"Information about the current version of VMware Tools, tagged by `toolsversion`.",0,vsphere,vm tools version,
-vsphere.vm.guest.toolsVersionStatus2,count,300,,,"Information about the current version status of VMware Tools, tagged by `toolsversionstatus2`.",0,vsphere,vm tools version status,
-vsphere.vm.summary.config.memorySizeMB,gauge,300,megabyte,,"Memory size of the virtual machine, in MB.",0,vsphere,vm memory size,
-vsphere.vm.summary.config.numCpu,gauge,300,,,Number of processors present in this virtual machine.,0,vsphere,vm num cpu,
-vsphere.vm.summary.config.numEthernetCards,gauge,300,,,Number of virtual network adapters.,0,vsphere,vm ethernet cards,
-vsphere.vm.summary.config.numVirtualDisks,gauge,300,,,Number of virtual disks attached to the virtual machine.,0,vsphere,vm virtual disks,
-vsphere.vm.summary.quickStats.uptimeSeconds,gauge,300,second,,The system uptime of the VM in seconds.,0,vsphere,vm uptime,
-vsphere.vmop.numChangeDS.latest,gauge,,operation,,Number of datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeDS,
-vsphere.vmop.numChangeHost.latest,gauge,,operation,,Number of host change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHost,
-vsphere.vmop.numChangeHostDS.latest,gauge,,operation,,Number of host and datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHostDS,
-vsphere.vmop.numClone.latest,gauge,,operation,,Number of virtual machine clone operations,0,vsphere,vmop numClone,
-vsphere.vmop.numCreate.latest,gauge,,operation,,Number of virtual machine create operations,0,vsphere,vmop numCreate,
-vsphere.vmop.numDeploy.latest,gauge,,operation,,Number of virtual machine template deploy operations,0,vsphere,vmop numDeploy,
-vsphere.vmop.numDestroy.latest,gauge,,operation,,Number of virtual machine delete operations,0,vsphere,vmop numDestroy,
-vsphere.vmop.numPoweroff.latest,gauge,,operation,,Number of virtual machine power off operations,0,vsphere,vmop numPoweroff,
-vsphere.vmop.numPoweron.latest,gauge,,operation,,Number of virtual machine power on operations,0,vsphere,vmop numPoweron,
-vsphere.vmop.numRebootGuest.latest,gauge,,operation,,Number of virtual machine guest reboot operations,0,vsphere,vmop numRebootGuest,
-vsphere.vmop.numReconfigure.latest,gauge,,operation,,Number of virtual machine reconfigure operations,0,vsphere,vmop numReconfigure,
-vsphere.vmop.numRegister.latest,gauge,,operation,,Number of virtual machine register operations,0,vsphere,vmop numRegister,
-vsphere.vmop.numReset.latest,gauge,,operation,,Number of virtual machine reset operations,0,vsphere,vmop numReset,
-vsphere.vmop.numSVMotion.latest,gauge,,operation,,Number of migrations with Storage vMotion (datastore change operations for powered-on VMs),0,vsphere,vmop numSVMotion,
-vsphere.vmop.numShutdownGuest.latest,gauge,,operation,,Number of virtual machine guest shutdown operations,0,vsphere,vmop numShutdownGuest,
-vsphere.vmop.numStandbyGuest.latest,gauge,,operation,,Number of virtual machine standby guest operations,0,vsphere,vmop numStandbyGuest,
-vsphere.vmop.numSuspend.latest,gauge,,operation,,Number of virtual machine suspend operations,0,vsphere,vmop numSuspend,
-vsphere.vmop.numUnregister.latest,gauge,,operation,,Number of virtual machine unregister operations,0,vsphere,vmop numUnregister,
-vsphere.vmop.numVMotion.latest,gauge,,operation,,Number of migrations with vMotion (host change operations for powered-on VMs),0,vsphere,vmop numVMotion,
-vsphere.vmop.numXVMotion.latest,gauge,,operation,,Number of host and datastore change operations for powered-on and suspended virtual machines,0,vsphere,vmop numXVMotion,
+metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name,curated_metric,sample_tags
+datadog.vsphere.collect_events.time,gauge,,second,,Time required to collect events,-1,vsphere,dd collectevents,,
+datadog.vsphere.query_metrics.time.95percentile,gauge,,second,,Time required to run a query_metrics operation (95th),-1,vsphere,dd querymetrics 95th,,
+datadog.vsphere.query_metrics.time.avg,gauge,,second,,Time required to run a query_metrics operation (avg),-1,vsphere,dd querymetrics avg,,
+datadog.vsphere.query_metrics.time.count,gauge,,second,,Time required to run a query_metrics operation (count),-1,vsphere,dd querymetrics count,,
+datadog.vsphere.query_metrics.time.max,gauge,,second,,Time required to run a query_metrics operation (max),-1,vsphere,dd querymetrics max,,
+datadog.vsphere.query_metrics.time.median,gauge,,second,,Time required to run a query_metrics operation (med),-1,vsphere,dd querymetrics med,,
+datadog.vsphere.query_tags.time,gauge,,second,,Time required to query vSphere tags,-1,vsphere,dd querytags,,
+datadog.vsphere.refresh_infrastructure_cache.time,gauge,,second,,Time required to refresh the infra cache,-1,vsphere,dd refresh infra cache,,
+datadog.vsphere.refresh_metrics_metadata_cache.time,gauge,,second,,Time required to refresh the metrics metadata cache,-1,vsphere,dd refresh metadata cache,,
+vsphere.cluster.configuration.dasConfig.enabled,count,300,,,Flag to indicate whether or not vSphere HA feature is enabled. Tagged by `enabled`.,0,vsphere,cluster das enabled,,
+vsphere.cluster.configuration.drsConfig.defaultVmBehavior,count,300,,,Specifies the cluster-wide default DRS behavior for virtual machines. Tagged by `defaultVmBehavior`.,0,vsphere,cluster drs default vm,,
+vsphere.cluster.configuration.drsConfig.enabled,count,300,,,Whether or not the VMware DRS service is enabled. Tagged by `enabled`.,0,vsphere,cluster drs enabled,,
+vsphere.cluster.configuration.drsConfig.vmotionRate,gauge,300,,,"Threshold for generated ClusterRecommendations. DRS generates only those recommendations that are above the specified vmotionRate. Ratings vary from 1 to 5. This setting applies to manual, partiallyAutomated, and fullyAutomated DRS clusters.",0,vsphere,cluster vmotion rate,,
+vsphere.cluster.count,gauge,,,,Timeserie with value 1 for each Cluster. Make 'sum by {X}' queries to count all the Clusters with the tag X.,0,vsphere,cluster count,,
+vsphere.clusterServices.cpufairness.latest,gauge,,,,Fairness of distributed CPU resource allocation,0,vsphere,cluster cpufairness latest,,
+vsphere.clusterServices.effectivecpu.avg,gauge,,megahertz,,Total available CPU resources of all hosts within a cluster,1,vsphere,cluster effectivecpu avg,,
+vsphere.clusterServices.effectivemem.avg,gauge,,mebibyte,,Total amount of machine memory of all hosts in the cluster that is available for use for virtual machine memory (physical memory for use by the Guest OS) and virtual machine overhead memory,1,vsphere,cluster effectivemem avg,,
+vsphere.clusterServices.failover.latest,gauge,,,,vSphere HA number of failures that can be tolerated,1,vsphere,cluster failover latest,,
+vsphere.clusterServices.memfairness.latest,gauge,,,,Fairness of distributed memory resource allocation,0,vsphere,cluster memfairness latest,,
+vsphere.cpu.capacity.contention.avg,gauge,,percent,,Percent of time the virtual machine is unable to run because it is contending for access to the physical CPU(s).,0,vsphere,cpu capacity contention avg,,
+vsphere.cpu.capacity.demand.avg,gauge,,megahertz,,The amount of CPU resources a virtual machine would use if there were no CPU contention or CPU limit.,0,vsphere,cpu capacity demand avg,,
+vsphere.cpu.capacity.usage.avg,gauge,,megahertz,,CPU usage as a percent during the interval.,0,vsphere,cpu capacity usage avg,,
+vsphere.cpu.coreUtilization.avg,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization avg,,
+vsphere.cpu.costop.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is unable to run due to co-scheduling constraints",-1,vsphere,cpu costop sum,,
+vsphere.cpu.cpuentitlement.latest,gauge,,megahertz,,Amount of CPU resources allocated to the virtual machine or resource pool [Legacy],0,vsphere,cpu entitlement latest,,
+vsphere.cpu.demand.avg,gauge,,megahertz,,The amount of CPU resources a virtual machine would use if there were no CPU contention or CPU limit,-1,vsphere,cpu demand avg,,
+vsphere.cpu.demandEntitlementRatio.latest,gauge,,percent,,CPU resource entitlement to CPU demand ratio (in percents),0,vsphere,cpu demand_entitlement_ratio,,
+vsphere.cpu.entitlement.latest,gauge,,megahertz,,CPU resources devoted by the ESXi scheduler,-1,vsphere,cpu entitlement latest,,
+vsphere.cpu.extra,gauge,,millisecond,,Milliseconds of extra CPU time [Legacy],-1,vsphere,cpu extra,,
+vsphere.cpu.idle.sum,gauge,,millisecond,,Total time that the CPU spent in an idle state,1,vsphere,cpu idle sum,,
+vsphere.cpu.latency.avg,gauge,,percent,,Percent of time the virtual machine is unable to run because it is contending for access to the physical CPU(s),-1,vsphere,cpu latency avg,,
+vsphere.cpu.maxlimited.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is not running because it has reached its maximum CPU limit setting",-1,vsphere,cpu maxlimited sum,,
+vsphere.cpu.overlap.sum,gauge,,millisecond,,Time the virtual machine was interrupted to perform system services on behalf of itself or other virtual machines.,0,vsphere,cpu overlap sum,,
+vsphere.cpu.readiness.avg,gauge,,percent,,"Percentage of time that the virtual machine was ready, but could not get scheduled to run on the physical CPU.",0,vsphere,cpu readiness avg,,
+vsphere.cpu.ready,gauge,,millisecond,,Milliseconds of CPU time spent in ready state [Legacy],-1,vsphere,cpu ready,,
+vsphere.cpu.ready.sum,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready sum,,
+vsphere.cpu.reservedCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by virtual machines,0,vsphere,cpu reservedCapacity avg,,
+vsphere.cpu.run.sum,gauge,,millisecond,,Time the virtual machine is scheduled to run,1,vsphere,cpu run sum,,
+vsphere.cpu.swapwait.sum,gauge,,millisecond,,CPU time spent waiting for swap-in,0,vsphere,cpu swapwait sum,,
+vsphere.cpu.system.sum,gauge,,millisecond,,"Amount of time spent on system processes on each virtual CPU in the virtual machine. This is the host view of the CPU usage, not the guest operating system view.",0,vsphere,cpu system sum,,
+vsphere.cpu.totalCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by and available for virtual machines,1,vsphere,cpu totalCapacity avg,,
+vsphere.cpu.totalmhz.avg,gauge,,megahertz,,Total megahertz of CPU being used,-1,vsphere,cpu totalmhz avg,,
+vsphere.cpu.usage,gauge,,percent,,Percentage of CPU capacity being used [Legacy],-1,vsphere,cpu usage,,
+vsphere.cpu.usage.avg,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage avg,,
+vsphere.cpu.usage.vcpus.avg,gauge,,percent,,Virtual CPU usage as a percentage during the interval,-1,vsphere,cpu usage vcpus avg,,
+vsphere.cpu.usagemhz,gauge,,megahertz,,Total megehertz of CPU being used [Legacy],-1,vsphere,cpu usagemhz,,
+vsphere.cpu.usagemhz.avg,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz avg,,
+vsphere.cpu.used.sum,gauge,,millisecond,,"Time accounted to the virtual machine. If a system service runs on behalf of this virtual machine, the time spent by that service (represented by cpu.system) should be charged to this virtual machine. If not, the time spent (represented by cpu.overlap) should not be charged against this virtual machine.",0,vsphere,cpu used sum,,
+vsphere.cpu.utilization.avg,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization avg,,
+vsphere.cpu.wait.sum,gauge,,millisecond,,"Total CPU time spent in wait state.The wait total includes time spent the CPU Idle, CPU Swap Wait, and CPU I/O Wait states.",0,vsphere,cpu wait sum,,
+vsphere.datacenter.count,gauge,,,,Timeserie with value 1 for each Datacenter. Make 'sum by {X}' queries to count all the Datacenters with the tag X.,0,vsphere,datacenter count,,
+vsphere.datastore.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,datastore busResets sum,,
+vsphere.datastore.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,commandsAborted sum,,
+vsphere.datastore.count,gauge,,,,Timeserie with value 1 for each Datastore. Make 'sum by {X}' queries to count all the Datastores with the tag X.,0,vsphere,datastore count,,
+vsphere.datastore.datastoreIops.avg,gauge,,operation,second,Storage I/O Control aggregated IOPS,-1,vsphere,datastoreIops avg,,
+vsphere.datastore.datastoreMaxQueueDepth.latest,gauge,,command,,Storage I/O Control datastore maximum queue depth,1,vsphere,datastoreMaxQueueDepth latest,,
+vsphere.datastore.datastoreNormalReadLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized read latency,-1,vsphere,datastoreNormalReadLatency latest,,
+vsphere.datastore.datastoreNormalWriteLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized write latency,-1,vsphere,datastoreNormalWriteLatency latest,,
+vsphere.datastore.datastoreReadBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes read,0,vsphere,datastoreReadBytes latest,,
+vsphere.datastore.datastoreReadIops.latest,gauge,,operation,second,Storage DRS datastore read I/O rate,0,vsphere,datastoreReadIops latest,,
+vsphere.datastore.datastoreReadLoadMetric.latest,gauge,,,,Storage DRS datastore metric for read workload model,0,vsphere,datastore rloadmetric,,
+vsphere.datastore.datastoreReadOIO.latest,gauge,,request,,Storage DRS datastore outstanding read requests,-1,vsphere,datastoreReadOIO latest,,
+vsphere.datastore.datastoreVMObservedLatency.latest,gauge,,microsecond,,The average datastore latency as seen by virtual machines,-1,vsphere,datastoreVMObservedLatency latest,,
+vsphere.datastore.datastoreWriteBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes written,0,vsphere,datastoreWriteBytes latest,,
+vsphere.datastore.datastoreWriteIops.latest,gauge,,operation,second,Storage DRS datastore write I/O rate,-1,vsphere,datastoreWriteIops latest,,
+vsphere.datastore.datastoreWriteLoadMetric.latest,gauge,,,,Storage DRS datastore metric for write workload model,0,vsphere,datastore wloadmetric,,
+vsphere.datastore.datastoreWriteOIO.latest,gauge,,request,,Storage DRS datastore outstanding write requests,-1,vsphere,datastoreWriteOIO latest,,
+vsphere.datastore.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all datastores used by the host,0,vsphere,datastore max total lat,,
+vsphere.datastore.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,numberReadAveraged avg,,
+vsphere.datastore.numberWriteAveraged.avg,gauge,,,,Average number of write commands issued per second to the datastore during the collection interval,0,vsphere,datastore nb write avg,,
+vsphere.datastore.read.avg,gauge,,kibibyte,second,Rate of reading data from the datastore,0,vsphere,datastore read avg,,
+vsphere.datastore.siocActiveTimePercentage.avg,gauge,,percent,,Percentage of time Storage I/O Control actively controlled datastore latency,-1,vsphere,siocActiveTimePercentage avg,,
+vsphere.datastore.sizeNormalizedDatastoreLatency.avg,gauge,,microsecond,,Storage I/O Control size-normalized I/O latency,-1,vsphere,sizeNormalizedDatastoreLatency avg,,
+vsphere.datastore.summary.capacity,gauge,300,byte,,"Maximum capacity of this datastore, in bytes. This value is updated periodically by the server. It can be explicitly refreshed with the Refresh operation.",0,vsphere,datastore capacity,,
+vsphere.datastore.summary.freeSpace,gauge,300,byte,,"Available space of this datastore, in bytes. The server periodically updates this value. It can be explicitly refreshed with the Refresh operation.",0,vsphere,datastore freespace,,
+vsphere.datastore.throughput.contention.avg,gauge,,millisecond,,Average amount of time for an I/O operation to the datastore or LUN across all ESX hosts accessing it.,0,vsphere,datastore thgpt content avg,,
+vsphere.datastore.throughput.usage.avg,gauge,,kibibyte,second,The current bandwidth usage for the datastore or LUN.,0,vsphere,datastore thgpt usage avg,,
+vsphere.datastore.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the datastore,-1,vsphere,totalReadLatency avg,,
+vsphere.datastore.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the datastore,-1,vsphere,totalWriteLatency avg,,
+vsphere.datastore.write.avg,gauge,,kibibyte,second,Rate of writing data to the datastore,0,vsphere,datastore write avg,,
+vsphere.disk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,disk busResets sum,,
+vsphere.disk.capacity.contention.avg,gauge,,percent,,"The amount of storage capacity overcommitment for the entity, measured in percent.",0,vsphere,disk cap content avg,,
+vsphere.disk.capacity.latest,gauge,,kibibyte,,Configured size of the datastore,0,vsphere,disk capacity latest,,
+vsphere.disk.capacity.provisioned.avg,gauge,,kibibyte,,Provisioned size of the entity,0,vsphere,disk cap prov avg,,
+vsphere.disk.capacity.usage.avg,gauge,,kibibyte,,The amount of storage capacity currently being consumed by or on the entity.,0,vsphere,disk cap usage avg,,
+vsphere.disk.commands.sum,gauge,,command,,Number of SCSI commands issued,0,vsphere,disk commands sum,,
+vsphere.disk.commandsAborted,gauge,,occurrence,,Number of SCSI commands aborted [Legacy],-1,vsphere,disk cmd abort,,
+vsphere.disk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,disk commandsAborted sum,,
+vsphere.disk.commandsAveraged.avg,gauge,,command,second,Average number of SCSI commands issued per second,0,vsphere,disk commandsAveraged avg,,
+vsphere.disk.deltaused.latest,gauge,,kibibyte,,Storage overhead of a virtual machine or a datastore due to delta disk backings [Legacy],-1,vsphere,disk deltaused latest,,
+vsphere.disk.deviceLatency,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device [Legacy],-1,vsphere,disk dev lat,,
+vsphere.disk.deviceLatency.avg,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat avg,,
+vsphere.disk.deviceReadLatency,gauge,,millisecond,,Average amount of time it takes to complete read from physical device [Legacy],-1,vsphere,disk dev read lat,,
+vsphere.disk.deviceReadLatency.avg,gauge,,millisecond,,Average amount of time to read from the physical device,-1,vsphere,disk dev read lat avg,,
+vsphere.disk.deviceWriteLatency,gauge,,millisecond,,Average amount of time it takes to complete write to the physical device (LUN) [Legacy],-1,vsphere,disk dev write lat,,
+vsphere.disk.deviceWriteLatency.avg,gauge,,millisecond,,Average amount of time to write from the physical device,-1,vsphere,disk dev write lat avg,,
+vsphere.disk.kernelLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI command,-1,vsphere,disk kernel lat avg,,
+vsphere.disk.kernelReadLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI read command,-1,vsphere,disk kernel read lat avg,,
+vsphere.disk.kernelWriteLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI write command,-1,vsphere,disk kernel write lat avg,,
+vsphere.disk.maxQueueDepth.avg,gauge,,command,,Maximum queue depth,0,vsphere,disk maxQueueDepth avg,,
+vsphere.disk.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all disks used by the host,-1,vsphere,disk max total lat,,
+vsphere.disk.numberRead.sum,gauge,,,,Number of disk reads during the collection interval.,0,vsphere,disk nb read,,
+vsphere.disk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,disk num read avg,,
+vsphere.disk.numberWrite.sum,gauge,,,,Number of disk writes during the collection interval.,0,vsphere,disk nb write,,
+vsphere.disk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the datastore,0,vsphere,disk num write avg,,
+vsphere.disk.provisioned.latest,gauge,,kibibyte,,Amount of storage set aside for use by a datastore or a virtual machine. Files on the datastore and the virtual machine can expand to this size but not beyond it,0,vsphere,disk provisioned latest,,
+vsphere.disk.queueLatency,gauge,,millisecond,,Average amount of time spent in VMkernel queue (per SCSI command) [Legacy],-1,vsphere,disk queue lat,,
+vsphere.disk.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,-1,vsphere,disk queue lat avg,,
+vsphere.disk.queueReadLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI read command,-1,vsphere,disk queue read lat avg,,
+vsphere.disk.queueWriteLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI write command,-1,vsphere,disk queue write lat avg,,
+vsphere.disk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the disk each second,0,vsphere,disk read avg,,
+vsphere.disk.scsiReservationCnflctsPct.avg,gauge,,percent,,Number of SCSI reservation conflicts for the LUN as a percent of total commands during the collection interval,0,vsphere,disk scsi res conflicts pct,,
+vsphere.disk.scsiReservationConflicts.sum,gauge,,,,Number of SCSI reservation conflicts for the LUN during the collection interval,0,vsphere,disk scsi res conflicts,,
+vsphere.disk.totalLatency,gauge,,millisecond,,Sum of average amount of time (in kernel and device) to process an SCSI command issued by the Guest OS to the vm [Legacy],-1,vsphere,disk total lat,,
+vsphere.disk.totalLatency.avg,gauge,,millisecond,,Average amount of time taken during the collection interval to process a SCSI command issued by the guest OS to the virtual machine.,0,vsphere,disk tot lat,,
+vsphere.disk.totalReadLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI read command issued from the guest OS to the virtual machine,-1,vsphere,disk total read lat avg,,
+vsphere.disk.totalWriteLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI write command issued by the guest OS to the virtual machine,-1,vsphere,disk total write lat avg,,
+vsphere.disk.unshared.latest,gauge,,kibibyte,,Amount of space associated exclusively with a virtual machine,0,vsphere,disk unshared latest,,
+vsphere.disk.usage.avg,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage avg,,
+vsphere.disk.used.latest,gauge,,kibibyte,,"Amount of space actually used by the virtual machine or the datastore. May be less than the amount provisioned at any given time, depending on whether the virtual machine is powered-off, whether snapshots have been created or not, and other such factors",0,vsphere,disk used latest,,
+vsphere.disk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the disk each second,0,vsphere,disk write avg,,
+vsphere.hbr.hbrNetRx.avg,gauge,,kibibyte,second,Kilobytes per second of outgoing host-based replication network traffic (for this virtual machine or host).,0,vsphere,hbr net rx,,
+vsphere.hbr.hbrNetTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,hbr net tx,,
+vsphere.hbr.hbrNumVms.avg,gauge,,,,Number of powered-on virtual machines running on this host that currently have host-based replication protection enabled.,0,vsphere,hbr num vms,,
+vsphere.host.count,gauge,,,,Timeserie with value 1 for each ESXi Host. Make 'sum by {X}' queries to count all the Hosts with the tag X.,0,vsphere,host count,,
+vsphere.host.hardware.cpuPowerManagementInfo.currentPolicy,count,300,,,Information about current CPU power management policy. Tagged by `currentPolicy`.,0,vsphere,host cur policy,,
+vsphere.host.summary.runtime.connectionState,count,300,,,The host connection state. Tagged by `connectionState`.,0,vsphere,host conn state,,
+vsphere.host.summary.runtime.inMaintenanceMode,count,300,,,The flag to indicate whether or not the host is in maintenance mode. This flag is set when the host has entered the maintenance mode. It is not set during the entering phase of maintenance mode. Tagged by `inMaintenanceMode`.,0,vsphere,host maintenance mode,,
+vsphere.host.summary.runtime.powerState,count,300,,,The host power state. Tagged by `powerState`.,0,vsphere,host power state,,
+vsphere.mem.active,gauge,,kibibyte,,Kilobytes of memory that the VMkernel estimates is being actively used based on recently touched memory pages [Legacy],-1,vsphere,mem active,,
+vsphere.mem.active.avg,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active avg,,
+vsphere.mem.activewrite.avg,gauge,,kibibyte,,Estimate for the amount of memory actively being written to by the virtual machine,-1,vsphere,mem activewrite avg,,
+vsphere.mem.capacity.contention.avg,gauge,,percent,,"Percentage of time VMs are waiting to access swapped, compressed or ballooned memory.",0,vsphere,mem capacity contention avg,,
+vsphere.mem.capacity.usage.avg,gauge,,kilobyte,,Amount of physical memory actively used.,0,vsphere,mem capacity usage avg,,
+vsphere.mem.compressed,gauge,,kibibyte,,Kilobytes of memory that have been compressed [Legacy],-1,vsphere,mem compressed,,
+vsphere.mem.compressed.avg,gauge,,kibibyte,,Amount of memory reserved by userworlds,0,vsphere,mem compressed avg,,
+vsphere.mem.compressionRate.avg,gauge,,kibibyte,second,Rate of memory compression for the virtual machine,0,vsphere,mem compressionRate avg,,
+vsphere.mem.consumed,gauge,,kibibyte,,Kilobytes of used memory [Legacy],-1,vsphere,mem consumed,,
+vsphere.mem.consumed.avg,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed avg,,
+vsphere.mem.consumed.userworlds.avg,gauge,,kibibyte,,Amount of physical memory consumed by userworlds on this host,0,vsphere,mem cons userworl,,
+vsphere.mem.consumed.vms.avg,gauge,,kibibyte,,Amount of physical memory consumed by VMs on this host.,0,vsphere,mem cons vms,,
+vsphere.mem.decompressionRate.avg,gauge,,kibibyte,second,Rate of memory decompression for the virtual machine,0,vsphere,mem decompressionRate avg,,
+vsphere.mem.entitlement.avg,gauge,,kibibyte,,"Amount of host physical memory the virtual machine is entitled to, as determined by the ESX scheduler",1,vsphere,mem entitlement avg,,
+vsphere.mem.granted.avg,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted avg,,
+vsphere.mem.heap.avg,gauge,,kibibyte,,VMkernel virtual address space dedicated to VMkernel main heap and related data,0,vsphere,mem heap avg,,
+vsphere.mem.heapfree.avg,gauge,,kibibyte,,Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.,0,vsphere,mem heapfree avg,,
+vsphere.mem.latency.avg,gauge,,percent,,Percentage of time the virtual machine is waiting to access swapped or compressed memory,-1,vsphere,mem latency avg,,
+vsphere.mem.llSwapIn.avg,gauge,,kibibyte,,Amount of memory swapped-in from host cache,0,vsphere,mem llswapin avg,,
+vsphere.mem.llSwapInRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from host cache into active memory,-1,vsphere,mem llSwapInRate avg,,
+vsphere.mem.llSwapOut.avg,gauge,,kibibyte,,Amount of memory swapped-out to host cache,0,vsphere,mem llswapout avg,,
+vsphere.mem.llSwapOutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to host cache,-1,vsphere,mem llSwapOutRate avg,,
+vsphere.mem.llSwapUsed.avg,gauge,,kibibyte,,Space used for caching swapped pages in the host cache,0,vsphere,mem llswapused avg,,
+vsphere.mem.lowfreethreshold.avg,gauge,,kibibyte,,Threshold of free host physical memory below which ESX/ESXi will begin reclaiming memory from virtual machines through ballooning and swapping,0,vsphere,mem lowfreethreshold avg,,
+vsphere.mem.mementitlement.latest,gauge,,mebibyte,,"Memory allocation as calculated by the VMkernel scheduler based on current estimated demand and reservation, limit, and shares policies set for all virtual machines and resource pools in the host or cluster [Legacy]",0,vsphere,mem mementitlement latest,,
+vsphere.mem.overhead,gauge,,kibibyte,,Kilobytes of memory allocated to a vm beyond its reserved amount [Legacy],-1,vsphere,mem overhead,,
+vsphere.mem.overhead.avg,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead avg,,
+vsphere.mem.overheadMax.avg,gauge,,kibibyte,,Host physical memory reserved for use as the virtualization overhead for the virtual machine,-1,vsphere,mem overheadMax avg,,
+vsphere.mem.overheadTouched.avg,gauge,,kibibyte,,Actively touched overhead host physical memory (KB) reserved for use as the virtualization overhead for the virtual machine,0,vsphere,mem overhead touched,,
+vsphere.mem.reservedCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by powered-on virtual machines and vSphere services on the host,0,vsphere,mem reservedCapacity avg,,
+vsphere.mem.shared.avg,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared avg,,
+vsphere.mem.sharedcommon.avg,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon avg,,
+vsphere.mem.state.latest,gauge,,kibibyte,,One of four threshold levels representing the percentage of free memory on the host. The counter value determines swapping and ballooning behavior for memory reclamation,0,vsphere,mem state latest,,
+vsphere.mem.swapin.avg,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin avg,,
+vsphere.mem.swapinRate.avg,gauge,,kibibyte,second,Rate at which memory is swapped from disk into active memory,-1,vsphere,mem swapinRate avg,,
+vsphere.mem.swapout.avg,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout avg,,
+vsphere.mem.swapoutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to disk,-1,vsphere,mem swapoutRate avg,,
+vsphere.mem.swapped.avg,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped avg,,
+vsphere.mem.swaptarget.avg,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget avg,,
+vsphere.mem.swapused.avg,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused avg,,
+vsphere.mem.sysUsage.avg,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage avg,,
+vsphere.mem.totalCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by and available for powered-on virtual machines and vSphere services on the host,1,vsphere,mem totalCapacity avg,,
+vsphere.mem.totalmb.avg,gauge,,kibibyte,,Total amount of host physical memory of all hosts in the cluster that is available for virtual machine memory (physical memory for use by the guest OS) and virtual machine overhead memory,1,vsphere,mem totalmb avg,,
+vsphere.mem.unreserved.avg,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved avg,,
+vsphere.mem.usage.avg,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage avg,,
+vsphere.mem.vmfs.pbc.capMissRatio.latest,gauge,,percent,,Trailing average of the ratio of capacity misses to compulsory misses for the VMFS PB Cache,0,vsphere,mem vmfs capmissratio,,
+vsphere.mem.vmfs.pbc.overhead.latest,gauge,,kibibyte,,Amount of VMFS heap used by the VMFS PB Cache,0,vsphere,mem vmfs overhead,,
+vsphere.mem.vmfs.pbc.size.latest,gauge,,mebibyte,,Space used for holding VMFS Pointer Blocks in memory,0,vsphere,mem vmfs size,,
+vsphere.mem.vmfs.pbc.sizeMax.latest,gauge,,mebibyte,,Maximum size the VMFS Pointer Block Cache can grow to,0,vsphere,mem vmfs sizemax,,
+vsphere.mem.vmfs.pbc.workingSet.latest,gauge,,tebibyte,,Amount of file blocks whose addresses are cached in the VMFS PB Cache,0,vsphere,mem vmfs workingset,,
+vsphere.mem.vmfs.pbc.workingSetMax.latest,gauge,,tebibyte,,Maximum amount of file blocks whose addresses are cached in the VMFS PB Cache,0,vsphere,mem vmfs worksingsetmax,,
+vsphere.mem.vmmemctl,gauge,,kibibyte,,Kilobytes of memory allocated by the virtual machine memory control driver (vmmemctl) [Legacy],-1,vsphere,mem vmmemctl,,
+vsphere.mem.vmmemctl.avg,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl avg,,
+vsphere.mem.vmmemctltarget.avg,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget avg,,
+vsphere.mem.zero.avg,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero avg,,
+vsphere.mem.zipSaved.latest,gauge,,kibibyte,,Memory saved due to memory zipping,0,vsphere,mem zipSaved latest,,
+vsphere.mem.zipped.latest,gauge,,kibibyte,,Memory zipped,0,vsphere,mem zipped latest,,
+vsphere.net.broadcastRx.sum,gauge,,packet,,Number of broadcast packets received,0,vsphere,net broadcastRx sum,,
+vsphere.net.broadcastTx.sum,gauge,,packet,,Number of broadcast packets transmitted,0,vsphere,net broadcastTx sum,,
+vsphere.net.bytesRx.avg,gauge,,kibibyte,second,Average amount of data received per second,0,vsphere,net bytesRx avg,,
+vsphere.net.bytesTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,net bytesTx avg,,
+vsphere.net.droppedRx.sum,gauge,,packet,,Number of received packets dropped,-1,vsphere,net droppedRx sum,,
+vsphere.net.droppedTx.sum,gauge,,packet,,Number of transmitted packets dropped,-1,vsphere,net droppedTx sum,,
+vsphere.net.errorsRx.sum,gauge,,packet,,Number of packets with errors received,-1,vsphere,net errorRx sum,,
+vsphere.net.errorsTx.sum,gauge,,packet,,Number of packets with errors transmitted,-1,vsphere,net errorTx sum,,
+vsphere.net.multicastRx.sum,gauge,,packet,,Number of multicast packets received,0,vsphere,net multicastRx sum,,
+vsphere.net.multicastTx.sum,gauge,,packet,,Number of multicast packets transmitted,0,vsphere,net multicastTx sum,,
+vsphere.net.packetsRx.sum,gauge,,packet,,Number of packets received,0,vsphere,net packetsRx sum,,
+vsphere.net.packetsTx.sum,gauge,,packet,,Number of packets transmitted,0,vsphere,net packetsTx sum,,
+vsphere.net.pnicBytesRx.avg,gauge,,,,,0,vsphere,mem net pnic bytesRx,,
+vsphere.net.pnicBytesTx.avg,gauge,,,,,0,vsphere,mem net pnic bytesTx,,
+vsphere.net.received.avg,gauge,,kibibyte,second,Average rate at which data was received during the interval. This represents the bandwidth of the network,0,vsphere,net received avg,,
+vsphere.net.throughput.usage.avg,gauge,,kibibyte,second,The current network bandwidth usage for the host.,0,vsphere,net throughput usage avg,,
+vsphere.net.transmitted.avg,gauge,,kibibyte,second,Average rate at which data was transmitted during the interval. This represents the bandwidth of the network,0,vsphere,net transmitted avg,,
+vsphere.net.unknownProtos.sum,gauge,,kibibyte,second,Number of frames with unknown protocol received,0,vsphere,net unknownProtos sum,,
+vsphere.net.usage.avg,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage avg,,
+vsphere.network.received,rate,,kibibyte,,Number of kilobytes received by the host [Legacy],-1,vsphere,net rx,,
+vsphere.network.transmitted,rate,,kibibyte,,Number of kilobytes transmitted by the host [Legacy],-1,vsphere,net tx,,
+vsphere.power.energy.sum,gauge,,,,Total energy (in joule) used since last stats reset.,-1,vsphere,power energy sum,,
+vsphere.power.power.avg,gauge,,watt,,Current power usage,-1,vsphere,power avg,,
+vsphere.power.powerCap.avg,gauge,,watt,,Maximum allowed power usage.,-1,vsphere,powercap avg,,
+vsphere.rescpu.actav1.latest,gauge,,percent,,CPU active average over 1 minute,-1,vsphere,respcu actav1,,
+vsphere.rescpu.actav15.latest,gauge,,percent,,CPU active average over 15 minutes,-1,vsphere,respcu actav15,,
+vsphere.rescpu.actav5.latest,gauge,,percent,,CPU active average over 5 minutes,-1,vsphere,respcu actav5,,
+vsphere.rescpu.actpk1.latest,gauge,,percent,,CPU active peak over 1 minute,-1,vsphere,respcu actpk1,,
+vsphere.rescpu.actpk15.latest,gauge,,percent,,CPU active peak over 15 minutes,-1,vsphere,respcu actpk15,,
+vsphere.rescpu.actpk5.latest,gauge,,percent,,CPU active peak over 5 minutes,-1,vsphere,respcu actpk5,,
+vsphere.rescpu.maxLimited1.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 1 minute",-1,vsphere,respcu maxLimited1,,
+vsphere.rescpu.maxLimited15.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 15 minutes",-1,vsphere,respcu maxLimited15,,
+vsphere.rescpu.maxLimited5.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 5 minutes",-1,vsphere,respcu maxLimited5,,
+vsphere.rescpu.runav1.latest,gauge,,percent,,CPU running average over 1 minute,-1,vsphere,respcu runav1,,
+vsphere.rescpu.runav15.latest,gauge,,percent,,CPU running average over 15 minutes,-1,vsphere,respcu runav15,,
+vsphere.rescpu.runav5.latest,gauge,,percent,,CPU running average over 5 minutes,-1,vsphere,respcu runav5,,
+vsphere.rescpu.runpk1.latest,gauge,,percent,,CPU running peak over 1 minute,-1,vsphere,respcu runpk1,,
+vsphere.rescpu.runpk15.latest,gauge,,percent,,CPU running peak over 15 minutes,-1,vsphere,respcu runpk15,,
+vsphere.rescpu.runpk5.latest,gauge,,percent,,CPU running peak over 5 minutes,-1,vsphere,respcu runpk5,,
+vsphere.rescpu.sampleCount.latest,gauge,,,,Group CPU sample count.,-1,vsphere,respcu samplecounter,,
+vsphere.rescpu.samplePeriod.latest,gauge,,millisecond,,Group CPU sample period.,-1,vsphere,respcu sampleperiod,,
+vsphere.storageAdapter.commandsAveraged.avg,gauge,,command,second,Average number of commands issued per second by the storage adapter,0,vsphere,storageAdapter commandsAveraged avg,,
+vsphere.storageAdapter.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all storage adapters used by the host,-1,vsphere,storageAdapter maxtotallatency,,
+vsphere.storageAdapter.numberReadAveraged.avg,gauge,,command,second,Average number of read commands issued per second by the storage adapter,0,vsphere,storageAdapter readAveraged avg,,
+vsphere.storageAdapter.numberWriteAveraged.avg,gauge,,command,second,Average number of write commands issued per second by the storage adapter,0,vsphere,storageAdapter writeAveraged avg,,
+vsphere.storageAdapter.outstandingIOs.avg,gauge,,command,,The number of I/Os that have been issued but have not yet completed,-1,vsphere,storageAdapter outstandingIOs avg,,
+vsphere.storageAdapter.queueDepth.avg,gauge,,command,,The maximum number of I/Os that can be outstanding at a given time,0,vsphere,storageAdapter queueDepth avg,,
+vsphere.storageAdapter.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,0,vsphere,storageAdapter queueLatency avg,,
+vsphere.storageAdapter.queued.avg,gauge,,command,,The current number of I/Os that are waiting to be issued,-1,vsphere,storageAdapter queued avg,,
+vsphere.storageAdapter.read.avg,gauge,,kibibyte,second,Rate of reading data by the storage adapter,0,vsphere,storageAdapter read avg,,
+vsphere.storageAdapter.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation by the storage adapter,-1,vsphere,storageAdapter totalReadLatency avg,,
+vsphere.storageAdapter.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation by the storage adapter,-1,vsphere,storageAdapter totalWriteLatency avg,,
+vsphere.storageAdapter.write.avg,gauge,,kibibyte,second,Rate of writing data by the storage adapter,0,vsphere,storageAdapter write avg,,
+vsphere.storagePath.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,storagePath busResets sum,,
+vsphere.storagePath.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,storagePath commandsAborted sum,,
+vsphere.storagePath.commandsAveraged.avg,gauge,,command,,Average number of commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath cmd avg,,
+vsphere.storagePath.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all storage paths used by the host,-1,vsphere,storagePath max tot lat,,
+vsphere.storagePath.numberReadAveraged.avg,gauge,,,,Average number of read commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath nb rd avg,,
+vsphere.storagePath.numberWriteAveraged.avg,gauge,,,,Average number of write commands issued per second on the storage path during the collection interval,-1,vsphere,storagePath nnb wr avg,,
+vsphere.storagePath.read.avg,gauge,,kibibyte,second,Rate of reading data on the storage path,-1,vsphere,storagePath rd avg,,
+vsphere.storagePath.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read issued on the storage path. Total latency = kernel latency + device latency.,-1,vsphere,storagePath tot rd lat,,
+vsphere.storagePath.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write issued on the storage path. Total latency = kernel latency + device latency.,-1,vsphere,storagePath tot wr lat,,
+vsphere.storagePath.write.avg,gauge,,kibibyte,second,Rate of writing data on the storage path,-1,vsphere,storagePath wr lat,,
+vsphere.sys.heartbeat.latest,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat,,
+vsphere.sys.heartbeat.sum,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat avg,,
+vsphere.sys.osUptime.latest,gauge,,second,,"Total time elapsed, in seconds, since last operating system boot-up",0,vsphere,sys os uptime,,
+vsphere.sys.resourceCpuAct1.latest,gauge,,percent,,CPU active average over 1 minute of the system resource group,0,vsphere,sys res cpu act1,,
+vsphere.sys.resourceCpuAct5.latest,gauge,,percent,,CPU active average over 5 minutes of the system resource group,0,vsphere,sys res cpu act5,,
+vsphere.sys.resourceCpuAllocMax.latest,gauge,,megahertz,,CPU allocation limit (in MHz) of the system resource group,0,vsphere,sys res cpu alloc max,,
+vsphere.sys.resourceCpuAllocMin.latest,gauge,,megahertz,,CPU allocation reservation (in MHz) of the system resource group,0,vsphere,sys res cpu alloc min,,
+vsphere.sys.resourceCpuAllocShares.latest,gauge,,,,CPU allocation shares of the system resource group,0,vsphere,sys res cpu alloc share,,
+vsphere.sys.resourceCpuMaxLimited1.latest,gauge,,percent,,CPU maximum limited over 1 minute of the system resource group,0,vsphere,sys res cpu maxlim 1,,
+vsphere.sys.resourceCpuMaxLimited5.latest,gauge,,percent,,CPU maximum limited over 5 minutes of the system resource group,0,vsphere,sys res cpu maxlim 5,,
+vsphere.sys.resourceCpuRun1.latest,gauge,,percent,,CPU running average over 1 minute of the system resource group,0,vsphere,sys res cpu run 1,,
+vsphere.sys.resourceCpuRun5.latest,gauge,,percent,,CPU running average over 5 minutes of the system resource group,0,vsphere,sys res cpu run 5,,
+vsphere.sys.resourceCpuUsage.avg,gauge,,megahertz,,Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.,0,vsphere,sys res cpu usage avg,,
+vsphere.sys.resourceFdUsage.latest,gauge,,,,Number of file descriptors used by the system resource group,0,vsphere,sys res fd usage,,
+vsphere.sys.resourceMemAllocMax.latest,gauge,,kibibyte,,Memory allocation limit (in KB) of the system resource group,0,vsphere,sys res mem alloc max,,
+vsphere.sys.resourceMemAllocMin.latest,gauge,,kibibyte,,Memory allocation reservation (in KB) of the system resource group,0,vsphere,sys res mem alloc min,,
+vsphere.sys.resourceMemAllocShares.latest,gauge,,,,Memory allocation shares of the system resource group,0,vsphere,sys res mem alloc shares,,
+vsphere.sys.resourceMemConsumed.latest,gauge,,kibibyte,,Memory consumed by the system resource group,0,vsphere,sys res mem consumed,,
+vsphere.sys.resourceMemCow.latest,gauge,,kibibyte,,Memory shared by the system resource group,0,vsphere,sys res mem cow,,
+vsphere.sys.resourceMemMapped.latest,gauge,,kibibyte,,Memory mapped by the system resource group,0,vsphere,sys res mem mapped,,
+vsphere.sys.resourceMemOverhead.latest,gauge,,kibibyte,,Overhead memory consumed by the system resource group,0,vsphere,sys res mem overhead,,
+vsphere.sys.resourceMemShared.latest,gauge,,kibibyte,,Memory saved due to sharing by the system resource group,0,vsphere,sys res mem shared,,
+vsphere.sys.resourceMemSwapped.latest,gauge,,kibibyte,,Memory swapped out by the system resource group,0,vsphere,sys res mem swap,,
+vsphere.sys.resourceMemTouched.latest,gauge,,kibibyte,,Memory touched by the system resource group,0,vsphere,sys res mem touch,,
+vsphere.sys.resourceMemZero.latest,gauge,,kibibyte,,Zero filled memory used by the system resource group,0,vsphere,sys res mem zero,,
+vsphere.sys.uptime.latest,gauge,,second,,Total time elapsed since last system startup,0,vsphere,uptime,,
+vsphere.virtualDisk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,virtualdisk busResets sum,,
+vsphere.virtualDisk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,virutaldisk commandsAborted sum,,
+vsphere.virtualDisk.largeSeeks.latest,gauge,,,,Number of seeks during the interval that were greater than 8192 LBNs apart,0,vsphere,virtualdisk lrg seeks,,
+vsphere.virtualDisk.mediumSeeks.latest,gauge,,,,Number of seeks during the interval that were between 64 and 8192 LBNs apart,0,vsphere,virtualdisk mdm seeks,,
+vsphere.virtualDisk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the virtual disk,0,vsphere,virtualdisk num read avg,,
+vsphere.virtualDisk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the virtual disk,0,vsphere,virtualdisk num write avg,,
+vsphere.virtualDisk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the virtual disk each second,0,vsphere,virtualdisk read avg,,
+vsphere.virtualDisk.readIOSize.latest,gauge,,,,Average read request size in bytes,0,vsphere,virtualdisk rd IO size,,
+vsphere.virtualDisk.readLatencyUS.latest,gauge,,microsecond,,Read latency in microseconds,0,vsphere,virtualdisk rd lat us,,
+vsphere.virtualDisk.readLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the read workload model,0,vsphere,virtualdisk readLoadMetric latest,,
+vsphere.virtualDisk.readOIO.latest,gauge,,request,,Average number of outstanding read requests to the virtual disk,0,vsphere,virtualdisk readOIO latest,,
+vsphere.virtualDisk.smallSeeks.latest,gauge,,,,Number of seeks during the interval that were less than 64 LBNs apart,0,vsphere,virtualdisk sml seeks,,
+vsphere.virtualDisk.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the virtual disk,-1,vsphere,virtualdisk totalReadLatency avg,,
+vsphere.virtualDisk.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the virtual disk,-1,vsphere,virtualdisk totalWriteLatency avg,,
+vsphere.virtualDisk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the virtual disk each second,0,vsphere,virtualdisk write avg,,
+vsphere.virtualDisk.writeIOSize.latest,gauge,,,,Average write request size in bytes,0,vsphere,virtualdisk wr io size,,
+vsphere.virtualDisk.writeLatencyUS.latest,gauge,,microsecond,,Write latency in microseconds,0,vsphere,virtualdisk wr lat us,,
+vsphere.virtualDisk.writeLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the write workload model,0,vsphere,virtualdisk writeLoadMetric latest,,
+vsphere.virtualDisk.writeOIO.latest,gauge,,request,,Average number of outstanding write requests to the virtual disk,0,vsphere,virtualdisk writeOIO latest,,
+vsphere.vm.config.cpuAllocation.limit,gauge,300,megahertz,,"The utilization of a virtual machine/resource pool will not exceed this limit, even if there are available resources. This is typically used to ensure a consistent performance of virtual machines / resource pools independent of available resources. If set to -1, then there is no fixed limit on resource usage",0,vsphere,vm cpu limit,,
+vsphere.vm.config.cpuAllocation.overheadLimit,gauge,300,megahertz,,"The maximum allowed overhead cpu. For a powered on virtual machine, the overhead cpu reservation cannot be larger than its overheadLimit. This property is only applicable to powered on virtual machines and is not persisted across reboots. This property is not applicable for resource pools. If set to -1, then there is no limit on reservation",0,vsphere,vm cpu overhead,,
+vsphere.vm.config.hardware.numCoresPerSocket,gauge,300,,,Number of cores used to distribute virtual CPUs among sockets in this virtual machine. If the value is unset it implies to numCoresPerSocket = 1.,0,vsphere,vm num cores,,
+vsphere.vm.config.memoryAllocation.limit,gauge,300,megabyte,,"The utilization of a virtual machine/resource pool will not exceed this limit, even if there are available resources. This is typically used to ensure a consistent performance of virtual machines / resource pools independent of available resources. If set to -1, then there is no fixed limit on resource usage",0,vsphere,vm mem limit,,
+vsphere.vm.config.memoryAllocation.overheadLimit,gauge,300,megabyte,,"The maximum allowed overhead memory. For a powered on virtual machine, the overhead memory reservation cannot be larger than its overheadLimit. This property is only applicable to powered on virtual machines and is not persisted across reboots. This property is not applicable for resource pools. If set to -1, then there is no limit on reservation",0,vsphere,vm virtual disks,,
+vsphere.vm.count,gauge,,,,Timeseries with value 1 for each VM. Make 'sum by {X}' queries to count all the VMs with the tag X.,0,vsphere,vm count,,
+vsphere.vm.guest.disk.capacity,gauge,300,byte,,"Total capacity of the disk, in bytes. Tagged by `disk_path`.",0,vsphere,vm disk capacity,,
+vsphere.vm.guest.disk.freeSpace,gauge,300,byte,,"Free space on the disk, in bytes. Tagged by `disk_path`.",0,vsphere,vm free space,,
+vsphere.vm.guest.guestFullName,count,300,,,"Guest operating system full name, if known, tagged by guestFullName",0,vsphere,vm guest name,,
+vsphere.vm.guest.ipStack.ipRoute,count,300,,,Count of IP Routes in the IP Route table on this guest OS,0,vsphere,vm ip route,,
+vsphere.vm.guest.net,count,300,,,"Number of network adapters on this guest OS. Tagged by `nic_mac_address`, `device_id`, and `is_connected`.",0,vsphere,vm net,,
+vsphere.vm.guest.net.ipConfig.address,count,300,,,"Number of staticly assigned IP addresses to be configured on a given interface on this guest OS. Tagged by `nic_mac_address`, `device_id`, `is_connected`, and `nic_ip_address`.",0,vsphere,vm ip address,,
+vsphere.vm.guest.toolsRunningStatus,count,300,,,"Information about the current status of VMware Tools, tagged by `toolsstatus`.",0,vsphere,vm tools status,,
+vsphere.vm.guest.toolsVersion,count,300,,,"Information about the current version of VMware Tools, tagged by `toolsversion`.",0,vsphere,vm tools version,,
+vsphere.vm.guest.toolsVersionStatus2,count,300,,,"Information about the current version status of VMware Tools, tagged by `toolsversionstatus2`.",0,vsphere,vm tools version status,,
+vsphere.vm.summary.config.memorySizeMB,gauge,300,megabyte,,"Memory size of the virtual machine, in MB.",0,vsphere,vm memory size,,
+vsphere.vm.summary.config.numCpu,gauge,300,,,Number of processors present in this virtual machine.,0,vsphere,vm num cpu,,
+vsphere.vm.summary.config.numEthernetCards,gauge,300,,,Number of virtual network adapters.,0,vsphere,vm ethernet cards,,
+vsphere.vm.summary.config.numVirtualDisks,gauge,300,,,Number of virtual disks attached to the virtual machine.,0,vsphere,vm virtual disks,,
+vsphere.vm.summary.quickStats.uptimeSeconds,gauge,300,second,,The system uptime of the VM in seconds.,0,vsphere,vm uptime,,
+vsphere.vmop.numChangeDS.latest,gauge,,operation,,Number of datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeDS,,
+vsphere.vmop.numChangeHost.latest,gauge,,operation,,Number of host change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHost,,
+vsphere.vmop.numChangeHostDS.latest,gauge,,operation,,Number of host and datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHostDS,,
+vsphere.vmop.numClone.latest,gauge,,operation,,Number of virtual machine clone operations,0,vsphere,vmop numClone,,
+vsphere.vmop.numCreate.latest,gauge,,operation,,Number of virtual machine create operations,0,vsphere,vmop numCreate,,
+vsphere.vmop.numDeploy.latest,gauge,,operation,,Number of virtual machine template deploy operations,0,vsphere,vmop numDeploy,,
+vsphere.vmop.numDestroy.latest,gauge,,operation,,Number of virtual machine delete operations,0,vsphere,vmop numDestroy,,
+vsphere.vmop.numPoweroff.latest,gauge,,operation,,Number of virtual machine power off operations,0,vsphere,vmop numPoweroff,,
+vsphere.vmop.numPoweron.latest,gauge,,operation,,Number of virtual machine power on operations,0,vsphere,vmop numPoweron,,
+vsphere.vmop.numRebootGuest.latest,gauge,,operation,,Number of virtual machine guest reboot operations,0,vsphere,vmop numRebootGuest,,
+vsphere.vmop.numReconfigure.latest,gauge,,operation,,Number of virtual machine reconfigure operations,0,vsphere,vmop numReconfigure,,
+vsphere.vmop.numRegister.latest,gauge,,operation,,Number of virtual machine register operations,0,vsphere,vmop numRegister,,
+vsphere.vmop.numReset.latest,gauge,,operation,,Number of virtual machine reset operations,0,vsphere,vmop numReset,,
+vsphere.vmop.numSVMotion.latest,gauge,,operation,,Number of migrations with Storage vMotion (datastore change operations for powered-on VMs),0,vsphere,vmop numSVMotion,,
+vsphere.vmop.numShutdownGuest.latest,gauge,,operation,,Number of virtual machine guest shutdown operations,0,vsphere,vmop numShutdownGuest,,
+vsphere.vmop.numStandbyGuest.latest,gauge,,operation,,Number of virtual machine standby guest operations,0,vsphere,vmop numStandbyGuest,,
+vsphere.vmop.numSuspend.latest,gauge,,operation,,Number of virtual machine suspend operations,0,vsphere,vmop numSuspend,,
+vsphere.vmop.numUnregister.latest,gauge,,operation,,Number of virtual machine unregister operations,0,vsphere,vmop numUnregister,,
+vsphere.vmop.numVMotion.latest,gauge,,operation,,Number of migrations with vMotion (host change operations for powered-on VMs),0,vsphere,vmop numVMotion,,
+vsphere.vmop.numXVMotion.latest,gauge,,operation,,Number of host and datastore change operations for powered-on and suspended virtual machines,0,vsphere,vmop numXVMotion,,
+vsphere.vsan.cluster.congestion,gauge,,percent,,Congestion percentage in the VSAN cluster,0,vsphere,vsan cluster congestion,,
+vsphere.vsan.cluster.dedupRatio,gauge,,,,Deduplication ratio in the VSAN cluster,0,vsphere,vsan cluster dedupRatio,,
+vsphere.vsan.cluster.free,gauge,,kibibyte,,Free capacity of the VSAN cluster,0,vsphere,vsan cluster free,,
+vsphere.vsan.cluster.health.collection.count,count,,,,Health of the vsan performance service data collection,0,vsphere,vsan cluster health data collection service,,
+vsphere.vsan.cluster.health.count,count,,,,Health of the vsan cluster health performance service,0,vsphere,vsan cluster health performance service,,
+vsphere.vsan.cluster.health.hostsmissing.count,count,,,,Checks if all hosts are contributing performance statistics,0,vsphere,vsan cluster health host contribution status,,
+vsphere.vsan.cluster.health.masterexist.count,count,,,,Checks if stats primary exists in vsan cluster health performance service,0,vsphere,vsan cluster health stats primary election,,
+vsphere.vsan.cluster.health.renameddirs.count,count,,,,Checks for any stats db object conflicts,0,vsphere,vsan cluster health stats db conflicts,,
+vsphere.vsan.cluster.health.statsdb.count,count,,,,Health of the vsan performance service statstics database object,0,vsphere,vsan cluster health stats db,,
+vsphere.vsan.cluster.iopsRead,gauge,,operation,,Total read IOPS in the VSAN cluster,0,vsphere,vsan cluster iopsRead,,
+vsphere.vsan.cluster.iopsWrite,gauge,,operation,,Total write IOPS in the VSAN cluster,0,vsphere,vsan cluster iopsWrite,,
+vsphere.vsan.cluster.latencyAvgRead,gauge,,millisecond,,Average read latency in the VSAN cluster,0,vsphere,vsan cluster latencyAvgRead,,
+vsphere.vsan.cluster.latencyAvgWrite,gauge,,millisecond,,Average write latency in the VSAN cluster,0,vsphere,vsan cluster latencyAvgWrite,,
+vsphere.vsan.cluster.oio,gauge,,operation,,Outstanding IOs in the VSAN cluster,0,vsphere,vsan cluster oio,,
+vsphere.vsan.cluster.savedByDedup,gauge,,kibibyte,,Capacity saved by deduplication in the VSAN cluster,0,vsphere,vsan cluster savedByDedup,,
+vsphere.vsan.cluster.throughputRead,gauge,,kibibyte,second,Total read throughput in the VSAN cluster,0,vsphere,vsan cluster throughputRead,,
+vsphere.vsan.cluster.throughputWrite,gauge,,kibibyte,second,Total write throughput in the VSAN cluster,0,vsphere,vsan cluster throughputWrite,,
+vsphere.vsan.cluster.total,gauge,,kibibyte,,Total capacity of the VSAN cluster,0,vsphere,vsan cluster total,,
+vsphere.vsan.cluster.used,gauge,,kibibyte,,Used capacity of the VSAN cluster,0,vsphere,vsan cluster used,,
+vsphere.vsan.host.clientCacheHitRate,gauge,,percent,,Cache hit rate on the VSAN host client,0,vsphere,vsan host clientCacheHitRate,,
+vsphere.vsan.host.clientCacheHits,gauge,,occurrence,,Cache hits on the VSAN host client,0,vsphere,vsan host clientCacheHits,,
+vsphere.vsan.host.congestion,gauge,,percent,,Congestion percentage on the VSAN host,0,vsphere,vsan host congestion,,
+vsphere.vsan.host.coreUtilPct,gauge,,percent,,Core utilization percentage on the VSAN host,0,vsphere,vsan host coreUtilPct,,
+vsphere.vsan.host.iopsRead,gauge,,operation,,Total read IOPS on the VSAN host,0,vsphere,vsan host iopsRead,,
+vsphere.vsan.host.iopsUnmap,gauge,,operation,,Unmap IOPS on the VSAN host,0,vsphere,vsan host iopsUnmap,,
+vsphere.vsan.host.iopsWrite,gauge,,operation,,Total write IOPS on the VSAN host,0,vsphere,vsan host iopsWrite,,
+vsphere.vsan.host.latencyAvgRead,gauge,,millisecond,,Average read latency on the VSAN host,0,vsphere,vsan host latencyAvgRead,,
+vsphere.vsan.host.latencyAvgUnmap,gauge,,millisecond,,Average unmap latency on the VSAN host,0,vsphere,vsan host latencyAvgUnmap,,
+vsphere.vsan.host.latencyAvgWrite,gauge,,millisecond,,Average write latency on the VSAN host,0,vsphere,vsan host latencyAvgWrite,,
+vsphere.vsan.host.oio,gauge,,operation,,Outstanding IOs on the VSAN host,0,vsphere,vsan host oio,,
+vsphere.vsan.host.pcpuUsedPct,gauge,,percent,,Used physical CPU percentage on the VSAN host,0,vsphere,vsan host pcpuUsedPct,,
+vsphere.vsan.host.pcpuUtilPct,gauge,,percent,,Physical CPU utilization percentage on the VSAN host,0,vsphere,vsan host pcpuUtilPct,,
+vsphere.vsan.host.readCount,gauge,,operation,,Total number of read IOs on the VSAN host,0,vsphere,vsan host readCount,,
+vsphere.vsan.host.throughputRead,gauge,,kibibyte,second,Total read throughput on the VSAN host,0,vsphere,vsan host throughputRead,,
+vsphere.vsan.host.throughputUnmap,gauge,,kibibyte,second,Unmap throughput on the VSAN host,0,vsphere,vsan host throughputUnmap,,
+vsphere.vsan.host.throughputWrite,gauge,,kibibyte,second,Total write throughput on the VSAN host,0,vsphere,vsan host throughputWrite,,
+vsphere.vsan.host.writeCount,gauge,,operation,,Total number of write IOs on the VSAN host,0,vsphere,vsan host writeCount,,
diff --git a/vsphere/tests/mocked_api.py b/vsphere/tests/mocked_api.py
index dcd053fe78b96..a601b1525dd16 100644
--- a/vsphere/tests/mocked_api.py
+++ b/vsphere/tests/mocked_api.py
@@ -28,6 +28,8 @@ def __init__(self, config, _=None):
         self.infrastructure_data = {}
         self.metrics_data = []
         self.mock_events = []
+        self.mock_vsan_events = []
+        self.vsan_metrics_data = [[], []]
         self.server_time = dt.datetime.now()
 
     def get_current_time(self):
@@ -120,6 +122,66 @@ def get_max_query_metrics(self):
     def get_new_events(self, start_time):
         return self.mock_events
 
+    def get_vsan_events(self, start_time):
+        return self.mock_vsan_events
+
+    def get_vsan_metrics(self, cluster_nested_elts, entity_ref_ids, id_to_tags, start_time):
+        mock_health_data = [
+            {
+                'vsphere.vsan.cluster.health.count': MagicMock(group_id='group_id', status='group_health'),
+            }
+        ]
+        mock_performance_data = [
+            [],
+            [
+                MagicMock(
+                    value=[MagicMock(metricId=MagicMock(label='oio', dynamicProperty=[{0: 'cluster', 1: MagicMock()}]))]
+                ),
+                MagicMock(
+                    value=[
+                        MagicMock(
+                            metricId=MagicMock(
+                                label='congestion', value=3, dynamicProperty=[{0: 'host', 1: MagicMock(), 2: 'world'}]
+                            )
+                        )
+                    ]
+                ),
+                MagicMock(
+                    value=[
+                        MagicMock(
+                            metricId=MagicMock(label='unmapCongestion', dynamicProperty=[{0: 'cluster', 1: 'hello'}])
+                        )
+                    ]
+                ),
+                MagicMock(
+                    value=[
+                        MagicMock(
+                            metricId=MagicMock(
+                                label='latencyStddev', dynamicProperty=[{0: 'host', 1: 'hello', 2: 'world'}]
+                            )
+                        )
+                    ]
+                ),
+                MagicMock(value=[]),
+                MagicMock(value=[MagicMock(values='None')]),
+                MagicMock(
+                    value=[
+                        MagicMock(metricId=MagicMock(label='oio', dynamicProperty=[{0: 'wrong_resource', 1: 'hello'}]))
+                    ]
+                ),
+                MagicMock(value=[]),
+            ],
+            [
+                MagicMock(
+                    value=[
+                        MagicMock(metricId=MagicMock(label='example', dynamicProperty=[{0: 'cluster', 1: MagicMock()}]))
+                    ]
+                ),
+            ],
+        ]
+        self.vsan_metrics_data = [mock_health_data, mock_performance_data]
+        return self.vsan_metrics_data
+
 
 class MockResponse(Response):
     def __init__(self, json_data, status_code):
diff --git a/vsphere/tests/test_api.py b/vsphere/tests/test_api.py
index 0935ca7f6f0c1..64e9709c5e279 100644
--- a/vsphere/tests/test_api.py
+++ b/vsphere/tests/test_api.py
@@ -8,10 +8,19 @@
 from mock import ANY, MagicMock, patch
 from pyVmomi import vim, vmodl
 
+from datadog_checks.vsphere import VSphereCheck
 from datadog_checks.vsphere.api import APIConnectionError, VSphereAPI
+from datadog_checks.vsphere.cache import InfrastructureCache
 from datadog_checks.vsphere.config import VSphereConfig
 
 
+@pytest.fixture(autouse=True)
+def mock_vsan_stub():
+    with patch('vsanapiutils.GetVsanVcStub') as GetStub:
+        GetStub._stub.host = '0.0.0.0'
+        yield GetStub
+
+
 def test_ssl_verify_false(realtime_instance):
     realtime_instance['ssl_verify'] = False
 
@@ -255,3 +264,101 @@ def test_get_new_events_with_fallback(realtime_instance):
 
         events = api.get_new_events(start_time=dt.datetime.now())
         assert events == [event1, event3]
+
+
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_api')
+def test_vsan_metrics_api(aggregator, realtime_instance, dd_run_check):
+    realtime_instance['collect_vsan_data'] = True
+
+    with patch('datadog_checks.vsphere.api.connect'):
+        with patch('pyVmomi.vim.cluster.VsanPerformanceManager') as MockVsanPerformanceManager:
+            config = VSphereConfig(realtime_instance, {}, MagicMock())
+            api = VSphereAPI(config, MagicMock())
+            cluster = MagicMock(name='a', spec=vim.ClusterComputeResource)
+            host = MagicMock(name='b')
+            cluster.host = [host]
+            cluster_nested_elts = {cluster: ['nested-id-1', 'nested-id-2']}
+            entity_ref_ids = {
+                'cluster': ['cluster-domclient:', 'vsan-cluster-capacity:'],
+                'host': ['host-domclient:', 'host-cpu:'],
+            }
+            id_to_tags = {'nested-id-1': ['cluster'], 'nested-id-2': ['host']}
+            starting_time = dt.datetime(2024, 1, 1)
+            mock_vsan_events = api.get_vsan_events(starting_time)
+            assert len(mock_vsan_events) == 0
+
+            mock_vsan_perf_manager = MockVsanPerformanceManager.return_value
+            mock_vsan_perf_manager.QueryClusterHealth.return_value = [
+                MagicMock(
+                    groupId='group-1',
+                    groupHealth='green',
+                    groupTests=[
+                        MagicMock(testId='test.1', testHealth='green'),
+                        MagicMock(testId='test.2', testHealth='yellow'),
+                    ],
+                )
+            ]
+            mock_vsan_perf_manager.QueryVsanPerf.return_value = [
+                MagicMock(
+                    entityRefId="cluster-domclient:nested-id-1",
+                    value=[MagicMock(metricId=MagicMock(dynamicProperty=[]))],
+                )
+            ]
+
+            health_metrics, performance_metrics = api.get_vsan_metrics(
+                cluster_nested_elts, entity_ref_ids, id_to_tags, starting_time
+            )
+
+            assert len(health_metrics) == 1
+            assert 'vsphere.vsan.cluster.health.count' in health_metrics[0]
+            assert 'vsphere.vsan.cluster.health.1.count' in health_metrics[0]
+            assert 'vsphere.vsan.cluster.health.2.count' in health_metrics[0]
+            assert len(performance_metrics) == 1
+            assert len(performance_metrics[0]) == 1
+
+            vsan_config = MagicMock()
+            vsan_config.enabled = True
+            cluster.configurationEx.vsanConfigInfo = vsan_config
+            cache = InfrastructureCache(float('inf'))
+            cache.set_mor_props(cluster, {})
+            cache.set_mor_props(host, {})
+            check = VSphereCheck('vsphere', {}, [realtime_instance])
+            check.infrastructure_cache = cache
+            dd_run_check(check)
+
+            aggregator.assert_metric('vsphere.vsan.cluster.health.count', value=1)
+            aggregator.assert_metric('vsphere.vsan.cluster.health.1.count', count=0)
+            aggregator.assert_metric('vsphere.vsan.cluster.health.2.count', count=0)
+
+
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_api')
+def test_vsan_empty_health_metrics(aggregator, realtime_instance, dd_run_check, caplog):
+    realtime_instance['collect_vsan_data'] = True
+
+    with patch('datadog_checks.vsphere.api.connect'):
+        with patch('pyVmomi.vim.cluster.VsanPerformanceManager') as MockVsanPerformanceManager:
+            config = VSphereConfig(realtime_instance, {}, MagicMock())
+            api = VSphereAPI(config, MagicMock())
+            cluster = MagicMock(name='a', spec=vim.ClusterComputeResource)
+            host = MagicMock(name='b')
+            cluster.host = [host]
+            cluster_nested_elts = {cluster: ['nested-id-1', 'nested-id-2']}
+            entity_ref_ids = {'type1': ['entity-1'], 'type2': ['entity-2']}
+            id_to_tags = {'nested-id-1': ['type1'], 'nested-id-2': ['type2']}
+            starting_time = dt.datetime(2024, 1, 1)
+            mock_vsan_events = api.get_vsan_events(starting_time)
+            assert len(mock_vsan_events) == 0
+
+            mock_vsan_perf_manager = MockVsanPerformanceManager.return_value
+            mock_vsan_perf_manager.QueryClusterHealth.return_value = []
+            mock_vsan_perf_manager.QueryVsanPerf.return_value = [
+                MagicMock(
+                    entityRefId="cluster-domclient:nested-id-1",
+                    value=[MagicMock(metricId=MagicMock(dynamicProperty=[]))],
+                )
+            ]
+
+            health_metrics, performance_metrics = api.get_vsan_metrics(
+                cluster_nested_elts, entity_ref_ids, id_to_tags, starting_time
+            )
+            assert len(health_metrics) == 0
diff --git a/vsphere/tests/test_api_rest.py b/vsphere/tests/test_api_rest.py
index 6de9dc0284b99..ea166f5a458c0 100644
--- a/vsphere/tests/test_api_rest.py
+++ b/vsphere/tests/test_api_rest.py
@@ -17,6 +17,13 @@
 logger = logging.getLogger()
 
 
+@pytest.fixture(autouse=True)
+def mock_vsan_stub():
+    with patch('vsanapiutils.GetVsanVcStub') as GetStub:
+        GetStub._stub.host = '0.0.0.0'
+        yield GetStub
+
+
 @pytest.mark.usefixtures("mock_rest_api", "mock_type")
 def test_get_resource_tags(realtime_instance):
     config = VSphereConfig(realtime_instance, {}, logger)
diff --git a/vsphere/tests/test_check.py b/vsphere/tests/test_check.py
index 3291a5492aa21..090e266e0ed3f 100644
--- a/vsphere/tests/test_check.py
+++ b/vsphere/tests/test_check.py
@@ -7,9 +7,8 @@
 import os
 import time
 
-import mock
 import pytest
-from mock import MagicMock
+from mock import MagicMock, mock, patch
 from pyVmomi import vim, vmodl
 
 from datadog_checks.base import to_string
@@ -23,6 +22,13 @@
 from .mocked_api import MockedAPI
 
 
+@pytest.fixture(autouse=True)
+def mock_vsan_stub():
+    with patch('vsanapiutils.GetVsanVcStub') as GetStub:
+        GetStub._stub.host = '0.0.0.0'
+        yield GetStub
+
+
 @pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
 def test_realtime_metrics(aggregator, dd_run_check, realtime_instance):
     """This test asserts that the same api content always produces the same metrics."""
diff --git a/vsphere/tests/test_event.py b/vsphere/tests/test_event.py
index 9ac50a8f5a00e..db1fb19dc606c 100644
--- a/vsphere/tests/test_event.py
+++ b/vsphere/tests/test_event.py
@@ -4,8 +4,8 @@
 
 import datetime as dt
 
-import mock
 import pytest
+from mock import mock, patch
 from pyVmomi import vim
 
 from datadog_checks.vsphere import VSphereCheck
@@ -14,6 +14,13 @@
 from .mocked_api import MockedAPI
 
 
+@pytest.fixture(autouse=True)
+def mock_vsan_stub():
+    with patch('vsanapiutils.GetVsanVcStub') as GetStub:
+        GetStub._stub.host = '0.0.0.0'
+        yield GetStub
+
+
 def mock_api_with_events(events):
     def get_infrastructure():
         return {}
@@ -52,6 +59,7 @@ def test_allowed_event_list():
 
 @pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
 def test_events_collection_no_events(aggregator, realtime_instance, dd_run_check, mock_api):
+    realtime_instance['collect_vsan_data'] = False
     check = VSphereCheck('vsphere', {}, [realtime_instance])
     time_initial = check.latest_event_query
     mock_api.side_effect = mock_api_with_events([])
@@ -360,6 +368,30 @@ def test_include_events_ok(aggregator, realtime_instance, dd_run_check, mock_api
     assert aggregator.events[0]['msg_title'] == "[Triggered] alarm1 on VM vm1 is now red"
 
 
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
+def test_include_events_no_excluded_message(aggregator, realtime_instance, dd_run_check, mock_api):
+    realtime_instance['include_events'] = [{"event": "AlarmStatusChangedEvent"}]
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+    event1 = vim.event.AlarmStatusChangedEvent()
+    event1.createdTime = dt.datetime.now()
+    event1.entity = vim.event.ManagedEntityEventArgument()
+    event1.entity.entity = vim.VirtualMachine(moId="vm1")
+    event1.entity.name = "vm1"
+    event1.alarm = vim.event.AlarmEventArgument()
+    event1.alarm.name = "alarm1"
+    setattr(event1, 'from', 'green')
+    event1.to = 'red'
+    event1.datacenter = vim.event.DatacenterEventArgument()
+    event1.datacenter.name = "dc1"
+    event1.fullFormattedMessage = "Green to Red"
+    mock_api.side_effect = mock_api_with_events([event1])
+
+    dd_run_check(check)
+
+    assert len(aggregator.events) == 1
+    assert aggregator.events[0]['msg_title'] == "[Triggered] alarm1 on VM vm1 is now red"
+
+
 @pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
 def test_include_events_filtered(aggregator, realtime_instance, dd_run_check, mock_api):
     realtime_instance['include_events'] = [
@@ -501,3 +533,55 @@ def test_include_events_empty_event_resource_filters(aggregator, realtime_instan
     dd_run_check(check)
 
     assert len(aggregator.events) == 0
+
+
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
+def test_vsan_event(aggregator, realtime_instance, dd_run_check, mock_api):
+    realtime_instance['collect_vsan_data'] = True
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+    event1 = vim.event.EventEx()
+    event1.createdTime = dt.datetime.now()
+    event1.userName = "vSAN Health"
+    event1.eventTypeId = "vsan.health.test.overallsummary.event"
+    event1.datacenter = vim.event.DatacenterEventArgument()
+    event1.datacenter.name = "dc1"
+    event1.fullFormattedMessage = "A vsan event was registered"
+    mock_api.side_effect = mock_api_with_events([event1])
+
+    dd_run_check(check)
+    assert len(aggregator.events) == 1
+
+
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
+def test_no_vsan_event(aggregator, realtime_instance, dd_run_check, mock_api):
+    realtime_instance['collect_vsan_data'] = True
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+    event1 = vim.event.EventEx()
+    event1.createdTime = dt.datetime.now()
+    event1.userName = "vSAN Health"
+    event1.eventTypeId = "health.test.overallsummary.event"
+    event1.datacenter = vim.event.DatacenterEventArgument()
+    event1.datacenter.name = "dc1"
+    event1.fullFormattedMessage = "A vsan event was registered"
+    mock_api.side_effect = mock_api_with_events([event1])
+
+    dd_run_check(check)
+    assert len(aggregator.events) == 0
+
+
+@pytest.mark.usefixtures('mock_type', 'mock_threadpool', 'mock_rest_api')
+def test_vsan_event_include_events_filter_set(aggregator, realtime_instance, dd_run_check, mock_api):
+    realtime_instance['include_events'] = [{"event": "AlarmAcknowledgedEvent", "excluded_messages": ["Remove Alarm"]}]
+    realtime_instance['collect_vsan_data'] = True
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+    event1 = vim.event.EventEx()
+    event1.createdTime = dt.datetime.now()
+    event1.userName = "vSAN Health"
+    event1.eventTypeId = "vsan.health.test.overallsummary.event"
+    event1.datacenter = vim.event.DatacenterEventArgument()
+    event1.datacenter.name = "dc1"
+    event1.fullFormattedMessage = "A vsan event was registered"
+    mock_api.side_effect = mock_api_with_events([event1])
+
+    dd_run_check(check)
+    assert len(aggregator.events) == 1
diff --git a/vsphere/tests/test_unit.py b/vsphere/tests/test_unit.py
index 3e741815522f5..564fd8f0d9d02 100644
--- a/vsphere/tests/test_unit.py
+++ b/vsphere/tests/test_unit.py
@@ -4,8 +4,8 @@
 import contextlib
 import logging
 
-import mock
 import pytest
+from mock import MagicMock, mock, patch
 from pyVmomi import vim, vmodl
 
 from datadog_checks.base import AgentCheck, ConfigurationError
@@ -28,6 +28,13 @@ def does_not_raise(enter_result=None):
     yield enter_result
 
 
+@pytest.fixture(autouse=True)
+def mock_vsan_stub():
+    with patch('vsanapiutils.GetVsanVcStub') as GetStub:
+        GetStub._stub.host = '0.0.0.0'
+        yield GetStub
+
+
 def test_log_deprecation_warning(dd_run_check, caplog, default_instance):
     check = VSphereCheck('vsphere', {}, [default_instance])
     dd_run_check(check)
@@ -3455,6 +3462,143 @@ def test_make_batch_realtime(
     )
 
 
+@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
+def test_vsan_metrics_included_in_check(aggregator, realtime_instance, dd_run_check, caplog):
+    realtime_instance['collect_vsan_data'] = True
+    caplog.set_level(logging.DEBUG)
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+
+    mock_cluster = MagicMock()
+    mock_host = MagicMock()
+    mock_cluster.name = 'hello'
+    mock_cluster.configurationEx.vsanConfigInfo.enabled = True
+    mock_cluster.host = [mock_host]
+    mock_host.name = 'world'
+    mock_host.configManager.vsanSystem.config.clusterInfo.nodeUuid = 'TestHostUUID'
+    mock_infrastructure_cache = MagicMock()
+    check.infrastructure_cache = mock_infrastructure_cache
+    mock_infrastructure_cache.get_mors.return_value = [mock_cluster, mock_host]
+    mock_infrastructure_cache.get_mor_tags.return_value = ['random:tags']
+    mock_infrastructure_cache.get_mor_props.return_value = {
+        'tags': ['vsphere_host:world', 'vsphere_folder:example_folder', 'vsphere_cluster:hello']
+    }
+
+    dd_run_check(check)
+
+    assert "No information returned for entity type" in caplog.text
+    aggregator.assert_metric('datadog.vsphere.vsan.cluster.time', metric_type=aggregator.GAUGE, count=1)
+    aggregator.assert_metric('vsphere.vsan.cluster.health.count', count=1)
+    aggregator.assert_metric('vsphere.vsan.cluster.oio', count=1, tags=[])
+    aggregator.assert_metric(
+        'vsphere.vsan.host.congestion',
+        count=0,
+        value=0.03,
+        tags=[],
+    )
+
+    assert "Skipping metric unmapCongestion because it is not in the list of metrics to collect" in caplog.text
+    assert "Skipping metric latencyStddev because it is not in the list of metrics to collect" in caplog.text
+    aggregator.assert_metric('vsphere.vsan.cluster.unmapCongestion', count=0)
+    aggregator.assert_metric('vsphere.vsan.host.latencyStddev', count=0)
+    aggregator.assert_metric('vsphere.vsan.cluster.example_cluster_metric', count=0)
+    aggregator.assert_metric(
+        'vsphere.vsan.host.example_host_metric',
+        count=0,
+    )
+
+
+@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
+def test_vsan_excluded_host_tags(aggregator, realtime_instance, dd_run_check):
+    realtime_instance['collect_vsan_data'] = True
+    realtime_instance['excluded_host_tags'] = ['vsphere_host', 'vsphere_folder']
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+
+    mock_cluster = MagicMock()
+    mock_host = MagicMock()
+    mock_cluster.name = 'hello'
+    mock_cluster.configurationEx.vsanConfigInfo.enabled = True
+    mock_cluster.host = [mock_host]
+    mock_host.name = 'world'
+    mock_host.configManager.vsanSystem.config.clusterInfo.nodeUuid = 'TestHostUUID'
+    mock_infrastructure_cache = MagicMock()
+    check.infrastructure_cache = mock_infrastructure_cache
+    mock_infrastructure_cache.get_mors.return_value = [mock_cluster, mock_host]
+    mock_infrastructure_cache.get_mor_tags.return_value = ['random:tags']
+    mock_infrastructure_cache.get_mor_props.return_value = {
+        'tags': ['vsphere_host:world', 'vsphere_folder:example_folder', 'vsphere_cluster:hello']
+    }
+
+    dd_run_check(check)
+    aggregator.assert_metric('datadog.vsphere.vsan.cluster.time', metric_type=aggregator.GAUGE, count=1)
+    aggregator.assert_metric('vsphere.vsan.cluster.health.count', count=1)
+    aggregator.assert_metric('vsphere.vsan.cluster.oio', count=1, tags=[])
+    aggregator.assert_metric(
+        'vsphere.vsan.host.congestion',
+        count=1,
+        value=0.01,
+        tags=['vcenter_server:FAKE', 'vsphere_folder:example_folder', 'vsphere_host:world'],
+        hostname='world',
+    )
+    aggregator.assert_metric(
+        'vsphere.vsan.host.congestion',
+        count=0,
+        value=0.01,
+        tags=['vcenter_server:FAKE', 'vsphere_folder:example_folder', 'vsphere_host:world', 'vsphere_cluster:hello'],
+        hostname='world',
+    )
+
+
+@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
+def test_vsan_metrics_exception(realtime_instance, dd_run_check, caplog):
+    with mock.patch('datadog_checks.vsphere.VSphereCheck.query_vsan_metrics', side_effect=Exception):
+        realtime_instance['collect_vsan_data'] = True
+        caplog.set_level(logging.WARNING)
+        check = VSphereCheck('vsphere', {}, [realtime_instance])
+        dd_run_check(check)
+        assert "Unable to fetch vSAN metrics" in caplog.text
+
+
+@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
+def test_non_vsan_cluster(realtime_instance, dd_run_check, caplog):
+    realtime_instance['collect_vsan_data'] = True
+    caplog.set_level(logging.DEBUG)
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+
+    mock_cluster = MagicMock()
+    mock_infrastructure_cache = MagicMock()
+    check.infrastructure_cache = mock_infrastructure_cache
+    mock_infrastructure_cache.get_mors.return_value = [mock_cluster]
+    mock_cluster.name = 'hello'
+    mock_cluster.configurationEx.vsanConfigInfo.enabled = False
+
+    dd_run_check(check)
+    assert "Skipping vsan metrics for cluster hello because it is not a vsan cluster" in caplog.text
+    assert "There are no vsan clusters to collect metrics from, skipping vsan collection" in caplog.text
+
+
+@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api")
+def test_vsan_cluster_with_host_filtered(realtime_instance, dd_run_check, caplog):
+    realtime_instance['collect_vsan_data'] = True
+    realtime_instance['resource_filters'] = [
+        {'resource': 'host', 'property': 'name', 'type': 'blacklist', 'patterns': [r'.*']},
+    ]
+    caplog.set_level(logging.DEBUG)
+    check = VSphereCheck('vsphere', {}, [realtime_instance])
+
+    mock_cluster = MagicMock()
+    mock_host = MagicMock()
+    mock_infrastructure_cache = MagicMock()
+    check.infrastructure_cache = mock_infrastructure_cache
+    mock_infrastructure_cache.get_mors.return_value = [mock_cluster]
+    mock_cluster.name = 'hello'
+    mock_cluster.configurationEx.vsanConfigInfo.enabled = True
+    mock_cluster.host = [mock_host]
+    mock_host.name = 'world'
+
+    dd_run_check(check)
+    assert "Skipping host world because it was filtered" in caplog.text
+
+
 @pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api", "mock_rest_api")
 def test_hostname_case_lower(aggregator, realtime_instance, dd_run_check, datadog_agent):
     realtime_instance['hostname_transform'] = 'lower'
diff --git a/wazuh/CHANGELOG.md b/wazuh/CHANGELOG.md
new file mode 100644
index 0000000000000..577348c192531
--- /dev/null
+++ b/wazuh/CHANGELOG.md
@@ -0,0 +1,9 @@
+# CHANGELOG - wazuh
+
+<!-- towncrier release notes start -->
+
+## 1.0.0 / 2024-11-28
+
+***Added***:
+
+* Initial Release ([#18646](https://github.com/DataDog/integrations-core/pull/18646))
diff --git a/wazuh/README.md b/wazuh/README.md
new file mode 100644
index 0000000000000..80817974c1f31
--- /dev/null
+++ b/wazuh/README.md
@@ -0,0 +1,156 @@
+# Agent Integration: wazuh
+
+## Overview
+
+[Wazuh][3] provides a comprehensive security solution that detects, analyzes, and responds to threats across multiple IT infrastructure layers. Wazuh collects telemetry from endpoints, network devices, cloud workloads, third-party APIs, and other sources for unified security monitoring and protection.
+
+This integration parses the following types of logs:
+- **vulnerability-detector** : Vulnerability events generated by Wazuh.
+- **malware-detector** : Rootcheck events generated by Wazuh for detecting any malware in the system.
+- **file-integrity-monitoring** : Events related to file changes like permission, content, ownership and attributes.
+- **docker** : Activity Events of docker container. 
+- **github** : Events from audit logs from github organizations.
+- **google-cloud** : Security events related to google cloud platform services.
+- **amazon** : Security events from amazon AWS services.
+- **office365** : Security events related to office365.
+- **system** : Events from services like FTPD, PAM, SSHD, syslog, Windows, dpkg, yum, sudo, su, wazuh and ossec along with internal events.
+
+Visualize detailed insights into these logs through the out-of-the-box dashboards.
+
+## Setup
+
+### Installation
+
+To install the Wazuh integration, run the following Agent installation command and the steps below. For more information, see the [Integration Management][4] documentation.
+
+**Note**: This step is not necessary for Agent version >= 7.58.0.
+
+Linux command
+  ```shell
+  sudo -u dd-agent -- datadog-agent integration install datadog-wazuh==1.0.0
+  ```
+
+### Configuration
+
+#### Logs collection
+
+1. Collecting logs is disabled by default in the Datadog Agent. Enable it in `datadog.yaml`:
+
+    ```yaml
+    logs_enabled: true
+    ```
+2. Add this configuration block to your `wazuh.d/conf.yaml` file to start collecting your logs.
+
+    Use the UDP method to collect the Wazuh alerts data.
+    See the sample [wazuh.d/conf.yaml][6] for available configuration options.
+
+    ```yaml
+      logs:
+      - type: udp
+        port: <PORT>
+        source: wazuh
+        service: wazuh
+    ```
+    **Note**: It is recommended not to change the service and source values, as these parameters are integral to the pipeline's operation.
+
+3. [Restart the Agent][2].
+
+#### Configure syslog message forwarding from Wazuh
+
+  1. Log in to the Wazuh UI. Navigate to the left side Menu.
+  2. Go to **Server management** > **Settings**.
+  3. Click on **Edit configuration**.
+  4. Add the following configuration block:
+
+      In this example, all alerts are sent to 1.1.1.1 on port 8080 in JSON format.
+      ```xml
+        <syslog_output>
+          <server>1.1.1.1</server>
+          <port>8080</port>
+          <format>json</format>
+        </syslog_output>
+      ```
+
+      * The `server` tag should contain the IP address where your Datadog Agent is running.
+
+      * The `port` tag should contain the port where your Datadog Agent is listening.
+
+      Note: Using JSON format is required, since Wazuh pipeline parses JSON formatted logs only.
+  5. Click the **Save** button.
+  6. After saving, click on the **Restart Manager** button.
+
+
+### Validation
+
+[Run the Agent's status subcommand][5] and look for `wazuh` under the Checks section.
+
+## Data Collected
+
+### Log 
+
+| Format     | Event Types    |
+| ---------  | -------------- |
+| JSON | vulnerability-detector, file-integrity-monitoring, malware-detector, github, docker, amazon, office365, google-cloud, system and other |
+
+### Metrics
+
+The Wazuh integration does not include any metrics.
+
+### Events
+
+The Wazuh integration does not include any events.
+
+### Service Checks
+
+The Wazuh integration does not include any service checks.
+
+## Troubleshooting
+
+**Permission denied while port binding:**
+
+If you see a **Permission denied** error while port binding in the Agent logs:
+
+1. Binding to a port number under 1024 requires elevated permissions. Grant access to the port using the `setcap` command:
+    ```shell
+    sudo setcap CAP_NET_BIND_SERVICE=+ep /opt/datadog-agent/bin/agent/agent
+    ```
+
+2. Verify the setup is correct by running the `getcap` command:
+
+    ```shell
+    sudo getcap /opt/datadog-agent/bin/agent/agent
+    ```
+
+    With the expected output:
+
+    ```shell
+    /opt/datadog-agent/bin/agent/agent = cap_net_bind_service+ep
+    ```
+
+    **Note**: Re-run this `setcap` command every time you upgrade the Agent.
+
+3. [Restart the Agent][2].
+
+Here is how to troubleshoot some possible issues.
+
+**Data is not being collected:**
+
+Ensure traffic is bypassed from the configured port if the firewall is enabled.
+
+**Port already in use:**
+
+If you see the **Port <PORT_NUMBER> Already in Use** error, see the following instructions. The example below is for port 514:
+
+- On systems using Syslog, if the Agent listens for Wazuh logs on port 514, the following error can appear in the Agent logs: `Can't start UDP forwarder on port 514: listen udp :514: bind: address already in use`. This error occurs because by default, Syslog listens on port 514. To resolve this error, take **one** of the following steps: 
+    - Disable Syslog.
+    - Configure the Agent to listen on a different, available port.
+
+
+For further assistance, contact [Datadog support][1].
+
+[1]: https://docs.datadoghq.com/help/
+[2]: https://docs.datadoghq.com/agent/guide/agent-commands/#start-stop-and-restart-the-agent
+[3]: https://wazuh.com/
+[4]: https://docs.datadoghq.com/agent/guide/integration-management/?tab=linux#install
+[5]: https://docs.datadoghq.com/agent/guide/agent-commands/#agent-status-and-information
+[6]: https://github.com/DataDog/integrations-core/blob/master/wazuh/datadog_checks/wazuh/data/conf.yaml.example
diff --git a/wazuh/assets/configuration/spec.yaml b/wazuh/assets/configuration/spec.yaml
new file mode 100644
index 0000000000000..c5b2d1b487c82
--- /dev/null
+++ b/wazuh/assets/configuration/spec.yaml
@@ -0,0 +1,10 @@
+name: Wazuh
+files:
+- name: wazuh.yaml
+  options:
+  - template: logs
+    example:
+    - type: udp
+      port: <PORT>
+      source: wazuh
+      service: wazuh
diff --git a/wazuh/assets/dashboards/wazuh_MITRE_ATT&CK.json b/wazuh/assets/dashboards/wazuh_MITRE_ATT&CK.json
new file mode 100644
index 0000000000000..8ce8229f9a589
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_MITRE_ATT&CK.json
@@ -0,0 +1,663 @@
+{
+    "title": "Wazuh - MITRE ATT&CK",
+    "description": "MITRE ATT&CK dashboard provides comprehensive insights into MITRE ATT&CK from Wazuh events.",
+    "widgets": [
+        {
+            "id": 6719457516841834,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 2845032460173664,
+            "definition": {
+                "title": "MITRE ATT&CK Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2394665444134448,
+                        "definition": {
+                            "title": "Events Over Time By MITRE Tactics",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Events",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.mitre.tactic",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "bars"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4197916590627842,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2397692967185504,
+                        "definition": {
+                            "title": "Events Level Distribution",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.level",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 8
+            }
+        },
+        {
+            "id": 452387587280208,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nMITRE ATT&CK dashboard provides comprehensive insights into MITRE ATT&CK from Wazuh events.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 2605480011477974,
+            "definition": {
+                "title": "MITRE ATT&CK Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8691866892795102,
+                        "definition": {
+                            "title": "Top 10 Tactics",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.mitre.tactic",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4159102517932664,
+                        "definition": {
+                            "title": "Top 10 Technique",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.mitre.technique",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3317555951058826,
+                        "definition": {
+                            "title": "Top 10 Rules",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2882961872412366,
+                        "definition": {
+                            "title": "MITRE Tactics by Agent",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@rule.mitre.tactic",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "Count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7853332679226809,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh @rule.mitre.id:* $Agent_Name $Manager_Name $Level $Service $Group $MITRE_Technique",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "agent.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.level",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "full"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 12,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 17
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Service",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Group",
+            "prefix": "@rule.groups",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "MITRE_Technique",
+            "prefix": "@rule.mitre.technique",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_cloud_security.json b/wazuh/assets/dashboards/wazuh_cloud_security.json
new file mode 100644
index 0000000000000..9556eaf2dc786
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_cloud_security.json
@@ -0,0 +1,3095 @@
+{
+    "title": "Wazuh - Cloud Security",
+    "description": "Cloud Security dashboard provides comprehensive insights into Wazuh events from Docker, GitHub, Amazon Web Services, Google Cloud, Office365.",
+    "widgets": [
+        {
+            "id": 1575089511418526,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 4817356234101454,
+            "definition": {
+                "title": "Cloud Security Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4833013745121944,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:(wazuh-github OR wazuh-google-cloud OR wazuh-amazon OR wazuh-docker OR wazuh-office365) $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5292538524670792,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:(wazuh-github OR wazuh-google-cloud OR wazuh-amazon OR wazuh-docker OR wazuh-office365) $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1748667458567602,
+                        "definition": {
+                            "title": "Events Distribution by Cloud Service",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1",
+                                            "limit": {
+                                                "order": "desc"
+                                            }
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:(wazuh-github OR wazuh-google-cloud OR wazuh-amazon OR wazuh-docker OR wazuh-office365) $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 4,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 8
+            }
+        },
+        {
+            "id": 7259867207323456,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nCloud Security dashboard provides comprehensive insights into Wazuh events from Docker, GitHub, Amazon Web Services, Google Cloud, Office365.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 7241725715442548,
+            "definition": {
+                "title": "Amazon Web Services",
+                "background_color": "vivid_purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2928192722577692,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-amazon $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8294607549955160,
+                        "definition": {
+                            "title": "Top 10 Sources",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.aws.source",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-amazon $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2158587339666538,
+                        "definition": {
+                            "title": "Top 10 S3 Buckets",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.aws.log_info.s3bucket",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-amazon $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3500738886537062,
+                        "definition": {
+                            "title": "Top 10 Regions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.aws.region",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-amazon $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 7,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 4270606079098118,
+                        "definition": {
+                            "title": "Top 10 Accounts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
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+                            "title": "Top 10 Rules",
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+                            "type": "toplist",
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+                                                {
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+                                            },
+                                            "storage": "hot"
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+                                    ],
+                                    "response_format": "scalar",
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+                            "title_align": "left",
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+                                            ],
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+                                                "query": "source:wazuh service:wazuh-github $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
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+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
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+                                                "order": "desc"
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+                                    }
+                                }
+                            ],
+                            "style": {
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+                                },
+                                "palette": "datadog16"
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+                        }
+                    },
+                    {
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+                        "definition": {
+                            "title": "Geo-distribution of Actor Locations",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "geomap",
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+                                {
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+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
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+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.github.actor_location.country_code",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-github $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
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+                                        "order_by": [
+                                            {
+                                                "type": "formula",
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+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "palette": "hostmap_blues",
+                                "palette_flip": false
+                            },
+                            "view": {
+                                "focus": "WORLD"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 11,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 34,
+                "width": 12,
+                "height": 16
+            }
+        },
+        {
+            "id": 2395517531558770,
+            "definition": {
+                "title": "Docker",
+                "background_color": "vivid_purple",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7156208150716184,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-docker $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "area"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6865448806643654,
+                        "definition": {
+                            "title": "Top 10 Images",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.docker.Actor.Attributes.image",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-docker $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5849290828564156,
+                        "definition": {
+                            "title": "Top 10 Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.docker.Action",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-docker $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 3,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3432703269020372,
+                        "definition": {
+                            "title": "Top 10 Agents",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-docker $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5591909467352946,
+                        "definition": {
+                            "title": "Top 10 Rules",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:wazuh-docker $Service $Group $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "dog_classic"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 6,
+                            "width": 6,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 50,
+                "width": 12,
+                "height": 10
+            }
+        },
+        {
+            "id": 8180626602299470,
+            "definition": {
+                "title": "Cloud Security Event Details",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "hide_incomplete_cost_data": true
+                },
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:wazuh service:(wazuh-docker OR wazuh-github OR wazuh-amazon OR wazuh-office365 OR wazuh-google-cloud) $Agent_Name $Manager_Name $Level $Service $Group ",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "agent.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.level",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.groups",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "full"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Service",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Group",
+            "prefix": "@rule.groups",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_file_integrity_monitoring.json b/wazuh/assets/dashboards/wazuh_file_integrity_monitoring.json
new file mode 100644
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+++ b/wazuh/assets/dashboards/wazuh_file_integrity_monitoring.json
@@ -0,0 +1,1356 @@
+{
+    "title": "Wazuh - File Integrity Monitoring",
+    "description": "File Integrity Monitoring dashboard provides comprehensive insights into file integrity monitoring events generated by Wazuh.",
+    "widgets": [
+        {
+            "id": 4024669289646362,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 4494277148691096,
+            "definition": {
+                "title": "File Integrity Monitoring Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8719270230953014,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1992525522216382,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 7,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 7
+            }
+        },
+        {
+            "id": 5413429525032366,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nFile Integrity Monitoring dashboard provides comprehensive insights into file integrity monitoring events generated by Wazuh.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 2758352658220106,
+            "definition": {
+                "title": "Top 10 Rules",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@rule.description",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 3
+            }
+        },
+        {
+            "id": 7924370448247518,
+            "definition": {
+                "title": "Events by Action Over Time",
+                "title_size": "16",
+                "title_align": "left",
+                "show_legend": true,
+                "legend_layout": "auto",
+                "legend_columns": [
+                    "avg",
+                    "min",
+                    "max",
+                    "value",
+                    "sum"
+                ],
+                "type": "timeseries",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@syscheck.event",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "timeseries",
+                        "style": {
+                            "palette": "dog_classic",
+                            "order_by": "values",
+                            "line_type": "solid",
+                            "line_width": "normal"
+                        },
+                        "display_type": "line"
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 329408977384920,
+            "definition": {
+                "title": "File Integrity Monitoring Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2013497684674332,
+                        "definition": {
+                            "title": "Events Distribution by Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.event",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 5881951673117876,
+                        "definition": {
+                            "title": "Top Agents by Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 1000,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 1000,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 448436359486378,
+                        "definition": {
+                            "title": "Events Distribution by Changed Attributes",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.changed_attributes",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 500,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "style": {
+                                        "palette": "datadog16"
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "table"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 4,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2551707350749488,
+                        "definition": {
+                            "title": "Top 10 Users",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.uname_after",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
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+                                                {
+                                                    "facet": "@agent.id",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
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+                                                "index": 0,
+                                                "order": "desc"
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+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 8,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3020756436018874,
+                        "definition": {
+                            "title": "Added Files",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.path",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @syscheck.event:added $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
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+                            "y": 12,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
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+                        "definition": {
+                            "title": "Modified Files",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [
+                                                {
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+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
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+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @syscheck.event:modified $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
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+                                        "order_by": [
+                                            {
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+                                                "order": "desc"
+                                            }
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+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 16,
+                            "width": 12,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8362556047285270,
+                        "definition": {
+                            "title": "Removed Files",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.path",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @syscheck.event:deleted $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 20,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 14,
+                "width": 12,
+                "height": 25
+            }
+        },
+        {
+            "id": 771463225620538,
+            "definition": {
+                "title": "File Integrity Checksum",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4199236080682532,
+                        "definition": {
+                            "title": "Events Distribution by Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.event",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @rule.id:(550 OR 553 OR 554 OR 555) $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8468021606366272,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:file-integrity-monitoring @rule.id:(550 OR 553 OR 554 OR 555) $Agent_Name $Manager_Name $Level $Syscheck_Event $Status",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.event",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.changed_attributes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 39,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 6310523177866342,
+            "definition": {
+                "title": "Registry Key Integrity Checksum",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 661490468547602,
+                        "definition": {
+                            "title": "Events Distribution by Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.event",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @rule.id:(594 OR 597 OR 598) $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3712486923718272,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:file-integrity-monitoring @rule.id:(594 OR 597 OR 598) $Agent_Name $Manager_Name $Level $Syscheck_Event $Status",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.event",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.changed_attributes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 44,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 952730505508422,
+            "definition": {
+                "title": "Registry Value Integrity Checksum",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7828775983506238,
+                        "definition": {
+                            "title": "Events Distribution by Actions",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@syscheck.event",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:file-integrity-monitoring @rule.id:[750 TO 752] $Agent_Name $Manager_Name $Level $Syscheck_Event $Status"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "style": {
+                                        "palette": "datadog16"
+                                    },
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "type": "sunburst",
+                            "legend": {
+                                "type": "automatic"
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 230204935135028,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {},
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:file-integrity-monitoring @rule.id:[750 TO 752] $Agent_Name $Manager_Name $Level $Syscheck_Event $Status",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.event",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "syscheck.changed_attributes",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.description",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "compact"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 49,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 2936146082947726,
+            "definition": {
+                "title": "File Integrity Monitoring Events Details",
+                "title_size": "16",
+                "title_align": "left",
+                "time": {
+                    "hide_incomplete_cost_data": true
+                },
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:wazuh service:file-integrity-monitoring $Agent_Name $Manager_Name $Level $Syscheck_Event $Status",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "agent.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.level",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.groups",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "syscheck.changed_attributes",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "full"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Syscheck_Event",
+            "prefix": "@syscheck.event",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Status",
+            "prefix": "status",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_malware_detection.json b/wazuh/assets/dashboards/wazuh_malware_detection.json
new file mode 100644
index 0000000000000..f239e575a2ae9
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_malware_detection.json
@@ -0,0 +1,549 @@
+{
+    "title": "Wazuh - Malware Detection",
+    "description": "Malware Detection dashboard provides comprehensive insights into rootcheck events generated by Wazuh.",
+    "widgets": [
+        {
+            "id": 3421047797740378,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 6068191936882372,
+            "definition": {
+                "title": "Malware Detection Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4355270808793430,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": false,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 3829235507627962,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 255229142299270,
+                        "definition": {
+                            "title": "Top 10 Rule Levels",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.level",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                },
+                                "palette": "datadog16"
+                            }
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 8
+            }
+        },
+        {
+            "id": 1178455404503812,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nMalware Detection dashboard provides comprehensive insights into rootcheck events generated by Wazuh.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 7490666824574026,
+            "definition": {
+                "title": "Top 10 Rules",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@rule.description",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 4
+            }
+        },
+        {
+            "id": 6928351649089164,
+            "definition": {
+                "title": "Top 10 Affected Files",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@data.file",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 4,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4931805386079628,
+            "definition": {
+                "title": "Top 10 Agents",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@agent.name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 4,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 1561981459458854,
+            "definition": {
+                "title": "Log Details",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:wazuh service:malware-detector $Agent_Name $Manager_Name $Level ",
+                            "indexes": [],
+                            "storage": "hot",
+                            "sort": {
+                                "order": "desc",
+                                "column": "timestamp"
+                            }
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "agent.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.level",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.groups",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "full"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 4
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_overview.json b/wazuh/assets/dashboards/wazuh_overview.json
new file mode 100644
index 0000000000000..133ec2ad9fdaa
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_overview.json
@@ -0,0 +1,1249 @@
+{
+    "title": "Wazuh - Overview",
+    "description": "Wazuh provides a comprehensive security solution that detects, analyzes, and responds to threats across multiple IT infrastructure layers. Wazuh collects telemetry from endpoints, network devices, cloud workloads, third-party APIs, and other sources for unified security monitoring and protection.",
+    "widgets": [
+        {
+            "id": 6348446344076584,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "cover",
+                "has_background": true,
+                "has_border": true,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 1853977853681626,
+            "definition": {
+                "title": "Event Logs Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 7958987691224374,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 546713173439682,
+                        "definition": {
+                            "title": "Total Event Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 8618808784283546,
+                        "definition": {
+                            "title": "Event Count by Service",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "service",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 5,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 7
+            }
+        },
+        {
+            "id": 1331273711921418,
+            "definition": {
+                "type": "note",
+                "content": "\nWazuh provides a comprehensive security solution that detects, analyzes, and responds to threats across multiple IT infrastructure layers. Wazuh collects telemetry from endpoints, network devices, cloud workloads, third-party APIs, and other sources for unified security monitoring and protection.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/).\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 8103558959830770,
+            "definition": {
+                "type": "note",
+                "content": "| Level | Title | Description |\n| ---------- | ---------- | ----------|\n| 00 | Ignored | No action taken. Used to avoid false positives. These rules are scanned before all the others, include events with no security relevance and do not appear in the security event dashboard. |\n| 02 | System low priority notification | System notification or status messages. These have no security relevance and do not appear in the security event dashboard. |\n| 03 | System low priority notification | These include successful login attempts, firewall allow events, etc. |\n| 04 | System low priority error | Errors related to bad configurations or unused devices/applications. These have no security relevance and are usually caused by default installations or software testing. |\n| 05 | User generated error | These include missed passwords, denied actions, etc. By themselves, these have no security relevance. |\n|06 | Low relevance attack |  These indicate a worm or a virus that has no effect on the system (like code red for Apache servers, etc). These also include frequent IDS events and frequent errors. |\n| 07 | \"Bad word\" matching | These include words like \"bad\", \"error\", etc. These events are most of the time unclassified and may have some security relevance. |\n| 08 | First time seen | Include first time seen events. First time an IDS event is fired or the first time a user logs in. It also includes security relevant actions such as the activation of a sniffer or similar activities. |\n| 09 | Error from invalid source | Include attempts to login as an unknown user or from an invalid source. May have security relevance (especially if repeated). These also include errors regarding the \"admin\" (root) account. |\n| 10 | Multiple user generated errors | These include multiple bad passwords, multiple failed logins, etc. These may indicate an attack or simply signal that a user has forgotten their credentials. |\n| 11 | Integrity checking warning | These include messages regarding the modification of binaries or the presence of rootkits (by Rootcheck). These may indicate a successful attack. Also included IDS events that will be ignored (high number of repetitions). |\n| 12 | High importance event | These include error or warning messages from the system, kernel, etc. These may indicate an attack against a specific application. |\n| 13 | Unusual error (high importance) | It matches a common attack pattern most of the time. |\n| 14 | High importance security event | It is triggered with correlation most of the time, and it indicates an attack. |\n| 15 | Severe attack | No chances of false positives. Immediate attention is necessary. |\n\nReference Link: https://documentation.wazuh.com/current/user-manual/ruleset/rules/rules-classification.html\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 6646248707273296,
+            "definition": {
+                "title": "Events Level Distribution (Level > 3)",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_table",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@rule.level",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh @rule.level:>3 $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        },
+                        "formulas": [
+                            {
+                                "cell_display_mode": "bar",
+                                "alias": "count",
+                                "formula": "query1"
+                            }
+                        ]
+                    }
+                ],
+                "has_search_bar": "never"
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 5
+            }
+        },
+        {
+            "id": 5829340058908242,
+            "definition": {
+                "title": "Error or Critical Events Count",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:wazuh status:(error OR critical) $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2,
+                "timeseries_background": {
+                    "type": "area"
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 5,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 6741392378103126,
+            "definition": {
+                "title": "Total Authentication Success Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:wazuh @rule.groups:authentication_success $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_green"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 4,
+                "y": 5,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 3265693880274044,
+            "definition": {
+                "title": "Total Authentication Failed Events",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "query_value",
+                "requests": [
+                    {
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [],
+                                "search": {
+                                    "query": "source:wazuh @rule.groups:authentication_failed $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "conditional_formats": [
+                            {
+                                "comparator": ">",
+                                "value": 0,
+                                "palette": "black_on_light_red"
+                            }
+                        ]
+                    }
+                ],
+                "autoscale": true,
+                "precision": 2
+            },
+            "layout": {
+                "x": 8,
+                "y": 5,
+                "width": 4,
+                "height": 3
+            }
+        },
+        {
+            "id": 587442089219928,
+            "definition": {
+                "title": "Top 10 Rules",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@rule.description",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 5622536135026798,
+            "definition": {
+                "title": "Top 10 Agents",
+                "title_size": "16",
+                "title_align": "left",
+                "type": "toplist",
+                "requests": [
+                    {
+                        "queries": [
+                            {
+                                "data_source": "logs",
+                                "name": "query1",
+                                "indexes": [
+                                    "*"
+                                ],
+                                "compute": {
+                                    "aggregation": "count"
+                                },
+                                "group_by": [
+                                    {
+                                        "facet": "@agent.name",
+                                        "limit": 10,
+                                        "sort": {
+                                            "order": "desc",
+                                            "aggregation": "count"
+                                        }
+                                    }
+                                ],
+                                "search": {
+                                    "query": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group"
+                                },
+                                "storage": "hot"
+                            }
+                        ],
+                        "response_format": "scalar",
+                        "formulas": [
+                            {
+                                "formula": "query1"
+                            }
+                        ],
+                        "sort": {
+                            "count": 10,
+                            "order_by": [
+                                {
+                                    "type": "formula",
+                                    "index": 0,
+                                    "order": "desc"
+                                }
+                            ]
+                        }
+                    }
+                ],
+                "style": {
+                    "display": {
+                        "type": "stacked",
+                        "legend": "automatic"
+                    }
+                }
+            },
+            "layout": {
+                "x": 6,
+                "y": 8,
+                "width": 6,
+                "height": 4
+            }
+        },
+        {
+            "id": 4384564956599440,
+            "definition": {
+                "title": "Log Details",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:wazuh $Agent_Name $Manager_Name $Level $Service $Group",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "agent.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.level",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.groups",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "full"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 12,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 4185348993152106,
+            "definition": {
+                "title": "Datadog Cloud SIEM",
+                "title_align": "center",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4623916271966642,
+                        "definition": {
+                            "type": "note",
+                            "content": "\nDatadog Cloud SIEM analyzes and correlates Wazuh logs to detect threats to your environment in real time. If you don't see signals please make sure you've enabled [Datadog Cloud SIEM](/security). ",
+                            "background_color": "purple",
+                            "font_size": "14",
+                            "text_align": "left",
+                            "vertical_align": "center",
+                            "show_tick": false,
+                            "tick_pos": "50%",
+                            "tick_edge": "left",
+                            "has_padding": true
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 1460345638454502,
+                        "definition": {
+                            "title": "CRITICALs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh status:critical $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 5476757533653882,
+                        "definition": {
+                            "title": "HIGHs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh status:high $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2,
+                            "timeseries_background": {
+                                "type": "area"
+                            }
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 1,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 1379476249905458,
+                        "definition": {
+                            "title": "Critical Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#bc303c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh status:critical $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [
+                                {
+                                    "label": "View related Security Signals",
+                                    "link": "/security?query=@workflow.rule.name:{{@workflow.rule.name.value}}&column=time&order=desc&view=signal&start={{timestamp_widget_start}}&end={{timestamp_widget_end}}&paused=false"
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 1,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2880232965900544,
+                        "definition": {
+                            "title": "MEDIUMs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh status:medium $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 2,
+                            "height": 2
+                        }
+                    },
+                    {
+                        "id": 3273472547821490,
+                        "definition": {
+                            "title": "LOWs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#ffb52b",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh status:low $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 3,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 3890991967630338,
+                        "definition": {
+                            "title": "INFOs",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#84c1e0",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh status:info $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar"
+                                }
+                            ],
+                            "autoscale": true,
+                            "custom_links": [],
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 2,
+                            "y": 4,
+                            "width": 2,
+                            "height": 1
+                        }
+                    },
+                    {
+                        "id": 317314577134156,
+                        "definition": {
+                            "title": "High Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#d33043",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh status:high $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [
+                                {
+                                    "label": "View related Security Signals",
+                                    "link": "/security?query=@workflow.rule.name:{{@workflow.rule.name.value}}&column=time&order=desc&view=signal&start={{timestamp_widget_start}}&end={{timestamp_widget_end}}&paused=false"
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 514638455017102,
+                        "definition": {
+                            "title": "Medium Security Signals",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "custom_bg_color": "#e5a21c",
+                                            "palette": "custom_bg",
+                                            "value": 0
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "security_signals",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@workflow.rule.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh status:medium $Agent_Name $Manager_Name $Level $Service $Group"
+                                            }
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "custom_links": [
+                                {
+                                    "label": "View related Security Signals",
+                                    "link": "/security?query=@workflow.rule.name:{{@workflow.rule.name.value}}&column=time&order=desc&view=signal&start={{timestamp_widget_start}}&end={{timestamp_widget_end}}&paused=false"
+                                }
+                            ],
+                            "style": {}
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 5,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 24,
+                "width": 12,
+                "height": 10
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Service",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Group",
+            "prefix": "@rule.groups",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_security_operations.json b/wazuh/assets/dashboards/wazuh_security_operations.json
new file mode 100644
index 0000000000000..32f108975df41
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_security_operations.json
@@ -0,0 +1,1376 @@
+{
+    "title": "Wazuh - Security Operations",
+    "description": "Security Operations dashboard provides comprehensive insights into security requirement related information like PCI DSS, GDPR, HIPAA, NIST 800-53, TSC from Events.",
+    "widgets": [
+        {
+            "id": 659977522045826,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 6,
+                "height": 3
+            }
+        },
+        {
+            "id": 4028971359469922,
+            "definition": {
+                "title": "Security Operations Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2123298265834496,
+                        "definition": {
+                            "title": "Total Events with Security Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh (@rule.pci_dss:* OR @rule.tsc:* OR @rule.gdpr:* OR @rule.nist_800_53:* OR @rule.hipaa:*) $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 7769394477981692,
+                        "definition": {
+                            "title": "Security Requirement Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Events",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh (@rule.pci_dss:* OR @rule.tsc:* OR @rule.gdpr:* OR @rule.nist_800_53:* OR @rule.hipaa:*) $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 6,
+                "y": 0,
+                "width": 6,
+                "height": 8
+            }
+        },
+        {
+            "id": 7604364197333406,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nSecurity Operations dashboard provides comprehensive insights into security requirement related information like PCI DSS, GDPR, HIPAA, NIST 800-53, TSC from Events.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 6,
+                "height": 5
+            }
+        },
+        {
+            "id": 2048602689858436,
+            "definition": {
+                "title": "PCI DSS",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1144093616807694,
+                        "definition": {
+                            "title": "Events Counts with PCI DSS Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.pci_dss:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 1974780754823316,
+                        "definition": {
+                            "title": "Event Count of PCI DSS Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.pci_dss",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.pci_dss:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 7
+                        }
+                    },
+                    {
+                        "id": 5268880744823144,
+                        "definition": {
+                            "title": "Top 10 Rules with PCI DSS Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.pci_dss:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 8,
+                "width": 12,
+                "height": 8
+            }
+        },
+        {
+            "id": 7720483941389346,
+            "definition": {
+                "title": "GDPR",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8869749848032790,
+                        "definition": {
+                            "title": "Events Count with GDPR Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.gdpr:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2072584630965960,
+                        "definition": {
+                            "title": "Event Count of GDPR Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.gdpr",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.gdpr:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 7
+                        }
+                    },
+                    {
+                        "id": 4615541744804000,
+                        "definition": {
+                            "title": "Top 10 Rules with GDPR Requirements ",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.gdpr:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 16,
+                "width": 12,
+                "height": 8
+            }
+        },
+        {
+            "id": 6154096858104650,
+            "definition": {
+                "title": "HIPAA",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 4365777638872602,
+                        "definition": {
+                            "title": "Events Count with HIPAA Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.hipaa:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
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+                        "definition": {
+                            "title": "Event Count of HIPAA Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
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+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.hipaa",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
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+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.hipaa:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 7
+                        }
+                    },
+                    {
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+                        "definition": {
+                            "title": "Top 10 Rules with HIPAA Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
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+                                            "group_by": [
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+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
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+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.hipaa:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
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+                                        "order_by": [
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+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
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+                                    "legend": "automatic"
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+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
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+                "y": 24,
+                "width": 12,
+                "height": 8
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+        },
+        {
+            "id": 2725338051777554,
+            "definition": {
+                "title": "NIST 800-53",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 3030073106892164,
+                        "definition": {
+                            "title": "Events count with NIST 800-53 requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.nist_800_53:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 888882234752200,
+                        "definition": {
+                            "title": "Event count of NIST 800-53 Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.nist_800_53",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
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+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.nist_800_53:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
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+                                            "storage": "hot"
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+                                                "index": 0,
+                                                "order": "desc"
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+                                    "formulas": [
+                                        {
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+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
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+                            "y": 0,
+                            "width": 6,
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+                    {
+                        "id": 5942697126017822,
+                        "definition": {
+                            "title": "Top 10 Rules with NIST 800-53 requirements ",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.nist_800_53:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 32,
+                "width": 12,
+                "height": 8
+            }
+        },
+        {
+            "id": 8095667855962074,
+            "definition": {
+                "title": "TSC",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 5586127486730564,
+                        "definition": {
+                            "title": "Events count with TSC requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh @rule.tsc:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 6,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 166034171012158,
+                        "definition": {
+                            "title": "Event Count of TSC Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.tsc",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.tsc:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 0,
+                            "width": 6,
+                            "height": 7
+                        }
+                    },
+                    {
+                        "id": 7677757863899770,
+                        "definition": {
+                            "title": "Top 10 Rules with TSC Requirements",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.description",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh @rule.tsc:* $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 6,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 40,
+                "width": 12,
+                "height": 8
+            }
+        },
+        {
+            "id": 6535282856367696,
+            "definition": {
+                "title": "Security Operations Event Details",
+                "title_size": "16",
+                "title_align": "left",
+                "requests": [
+                    {
+                        "response_format": "event_list",
+                        "query": {
+                            "data_source": "logs_stream",
+                            "query_string": "source:wazuh (@rule.pci_dss:* OR @rule.tsc:* OR @rule.gdpr:* OR @rule.nist_800_53:* OR @rule.hipaa:*) $Agent_Name $Manager_Name $Level $Service $Group $PCI_DSS $GDPR $HIPAA $NIST_800_53 $TSC ",
+                            "indexes": [],
+                            "storage": "hot"
+                        },
+                        "columns": [
+                            {
+                                "field": "status_line",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "timestamp",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "service",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "agent.name",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.level",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.id",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.groups",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.pci_dss",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.gdpr",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.hipaa",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.nist_800_53",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "rule.tsc",
+                                "width": "auto"
+                            },
+                            {
+                                "field": "content",
+                                "width": "full"
+                            }
+                        ]
+                    }
+                ],
+                "type": "list_stream"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Service",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Group",
+            "prefix": "@rule.groups",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "PCI_DSS",
+            "prefix": "@rule.pci_dss",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "GDPR",
+            "prefix": "@rule.gdpr",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "HIPAA",
+            "prefix": "@rule.hipaa",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "NIST_800_53",
+            "prefix": "@rule.nist_800_53",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "TSC",
+            "prefix": "@rule.tsc",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_system.json b/wazuh/assets/dashboards/wazuh_system.json
new file mode 100644
index 0000000000000..4c7a24c4a79e9
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_system.json
@@ -0,0 +1,2289 @@
+{
+    "title": "Wazuh - System",
+    "description": "System Dashboard offers a comprehensive summary of Wazuh events for services like SSHD, PAM, Windows, Syslog, FTPD, DPKG, YUM.",
+    "widgets": [
+        {
+            "id": 4087507448996678,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 1677921339827388,
+            "definition": {
+                "title": "System Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 442076009473208,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Event",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:system $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 807392182347004,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "time": {
+                                "hide_incomplete_cost_data": true
+                            },
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:system $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7475578766639274,
+                        "definition": {
+                            "title": "Events Distribution by Rule Level",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@rule.level",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:system $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "never"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 3,
+                            "width": 4,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 8
+            }
+        },
+        {
+            "id": 4843648181281802,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nSystem Dashboard offers a comprehensive summary of Wazuh events for services like SSHD, PAM, Windows, Syslog, FTPD, DPKG, YUM.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 5
+            }
+        },
+        {
+            "id": 293055881057102,
+            "definition": {
+                "title": "Windows",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 6633030749462436,
+                        "definition": {
+                            "title": "Total Windows Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:system @rule.groups:windows $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 2737863318490500,
+                        "definition": {
+                            "title": "Windows System Error Alerts",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:system @rule.groups:(system_error windows) $Agent_Name $Manager_Name $Level $Service $Group ",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "host",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "auto"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 3,
+                            "y": 0,
+                            "width": 9,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 7179567743066542,
+                        "definition": {
+                            "title": "Group Changed Event Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:system @rule.groups:group_changed $Agent_Name $Manager_Name $Level $Service $Group ",
+                                        "indexes": [],
+                                        "storage": "hot",
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+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.package",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:system @rule.groups:yum @data.yum_status:Erased $Agent_Name $Manager_Name $Level $Service $Group"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 9,
+                            "y": 0,
+                            "width": 3,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 66,
+                "width": 12,
+                "height": 5
+            }
+        },
+        {
+            "id": 6435847721864372,
+            "definition": {
+                "title": "Events Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 8513797087942712,
+                        "definition": {
+                            "title": "System Event Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:system $Agent_Name $Manager_Name $Level $Service $Group ",
+                                        "indexes": [],
+                                        "storage": "hot"
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "agent.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.level",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "full"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 71,
+                "width": 12,
+                "height": 5
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Service",
+            "prefix": "service",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Group",
+            "prefix": "@rule.groups",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/dashboards/wazuh_vulnerability_detection.json b/wazuh/assets/dashboards/wazuh_vulnerability_detection.json
new file mode 100644
index 0000000000000..136325efad30b
--- /dev/null
+++ b/wazuh/assets/dashboards/wazuh_vulnerability_detection.json
@@ -0,0 +1,857 @@
+{
+    "title": "Wazuh - Vulnerability Detection",
+    "description": "Vulnerability Detection dashboard provides comprehensive insights into vulnerabilities found in system by Wazuh.",
+    "widgets": [
+        {
+            "id": 3241695104934894,
+            "definition": {
+                "type": "image",
+                "url": "https://wazuh.com/brand-assets/Wazuh-Logo.png",
+                "url_dark_theme": "https://wazuh.com/wp-content/themes/wazuh-v3/assets/images/trademark-and-brand-policy/Wazuh-logo-dark-backgroud.png",
+                "sizing": "contain",
+                "margin": "sm",
+                "has_background": false,
+                "has_border": false,
+                "vertical_align": "center",
+                "horizontal_align": "center"
+            },
+            "layout": {
+                "x": 0,
+                "y": 0,
+                "width": 5,
+                "height": 3
+            }
+        },
+        {
+            "id": 7731090086808488,
+            "definition": {
+                "title": "Vulnerability Detection Overview",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 2346227907404976,
+                        "definition": {
+                            "title": "Total Events Count",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_green"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 7,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 995966523828360,
+                        "definition": {
+                            "title": "Events Over Time",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "show_legend": true,
+                            "legend_layout": "auto",
+                            "legend_columns": [
+                                "avg",
+                                "min",
+                                "max",
+                                "value",
+                                "sum"
+                            ],
+                            "type": "timeseries",
+                            "requests": [
+                                {
+                                    "formulas": [
+                                        {
+                                            "alias": "Count",
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Agent_Name $Manager_Name $Level $Vulnerability_Status $Vulnerability_Severity"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "timeseries",
+                                    "style": {
+                                        "palette": "dog_classic",
+                                        "order_by": "values",
+                                        "line_type": "solid",
+                                        "line_width": "normal"
+                                    },
+                                    "display_type": "line"
+                                }
+                            ]
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 7,
+                            "height": 3
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 5,
+                "y": 0,
+                "width": 7,
+                "height": 7
+            }
+        },
+        {
+            "id": 3722981187393880,
+            "definition": {
+                "type": "note",
+                "content": "**Dashboard Overview**\n\nVulnerability Detection dashboard provides comprehensive insights into vulnerabilities found in system by Wazuh.\n\nFor more information, see the [Wazuh Integration Documentation](https://docs.datadoghq.com/integrations/wazuh/)\n\nTips:\n - Use the timeframe selector in the top right of the dashboard to change the default timeframe.\n - Clone this dashboard to rearrange, modify and add widgets and visualizations.\n",
+                "background_color": "white",
+                "font_size": "14",
+                "text_align": "left",
+                "vertical_align": "top",
+                "show_tick": false,
+                "tick_pos": "50%",
+                "tick_edge": "left",
+                "has_padding": true
+            },
+            "layout": {
+                "x": 0,
+                "y": 3,
+                "width": 5,
+                "height": 4
+            }
+        },
+        {
+            "id": 3142797663078644,
+            "definition": {
+                "title": "Vulnerability Detection Details",
+                "background_color": "vivid_blue",
+                "show_title": true,
+                "type": "group",
+                "layout_type": "ordered",
+                "widgets": [
+                    {
+                        "id": 1547241309851244,
+                        "definition": {
+                            "title": "Total Critical Severity Vulnerability Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector @data.vulnerability.severity:Critical $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 6089716315812684,
+                        "definition": {
+                            "title": "Total High Severity Vulnerability Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector @data.vulnerability.severity:High $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_red"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 5165112387972246,
+                        "definition": {
+                            "title": "Total Medium Severity Vulnerability Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector @data.vulnerability.severity:Medium $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 8,
+                            "y": 0,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2245291057741448,
+                        "definition": {
+                            "title": "Total Low Severity Vulnerability Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_value",
+                            "requests": [
+                                {
+                                    "response_format": "scalar",
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector @data.vulnerability.severity:Low $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "conditional_formats": [
+                                        {
+                                            "comparator": ">",
+                                            "value": 0,
+                                            "palette": "black_on_light_yellow"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "autoscale": true,
+                            "precision": 2
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 3,
+                            "width": 4,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 2718749144291254,
+                        "definition": {
+                            "title": "Top 10 Latest Critical Vulnerability",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.vulnerability.cve",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@timestamp",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector @data.vulnerability.status:Active @data.vulnerability.severity:Critical $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "order_by": [
+                                            {
+                                                "type": "group",
+                                                "name": "@timestamp",
+                                                "order": "desc"
+                                            }
+                                        ],
+                                        "count": 100
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "Count",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 3,
+                            "width": 8,
+                            "height": 3
+                        }
+                    },
+                    {
+                        "id": 4792903542761758,
+                        "definition": {
+                            "title": "Top 10 CVE",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.vulnerability.cve",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 6,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8489421953906876,
+                        "definition": {
+                            "title": "Top 10 Agents with Vulnerability Events",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@agent.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 6,
+                            "y": 6,
+                            "width": 6,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 8596195345126224,
+                        "definition": {
+                            "title": "Top 10 Vulnerability Assigner",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "toplist",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.vulnerability.assigner",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Agent_Name $Manager_Name $Level $Vulnerability_Status $Vulnerability_Severity"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "formulas": [
+                                        {
+                                            "formula": "query1"
+                                        }
+                                    ],
+                                    "sort": {
+                                        "count": 10,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    }
+                                }
+                            ],
+                            "style": {
+                                "display": {
+                                    "type": "stacked",
+                                    "legend": "automatic"
+                                }
+                            }
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 10,
+                            "width": 4,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 3667365058893686,
+                        "definition": {
+                            "title": " Packages Affected by Vulnerability",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "type": "query_table",
+                            "requests": [
+                                {
+                                    "queries": [
+                                        {
+                                            "data_source": "logs",
+                                            "name": "query1",
+                                            "indexes": [
+                                                "*"
+                                            ],
+                                            "compute": {
+                                                "aggregation": "count"
+                                            },
+                                            "group_by": [
+                                                {
+                                                    "facet": "@data.vulnerability.package.name",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                },
+                                                {
+                                                    "facet": "@data.vulnerability.severity",
+                                                    "limit": 10,
+                                                    "sort": {
+                                                        "order": "desc",
+                                                        "aggregation": "count"
+                                                    }
+                                                }
+                                            ],
+                                            "search": {
+                                                "query": "source:wazuh service:vulnerability-detector $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name"
+                                            },
+                                            "storage": "hot"
+                                        }
+                                    ],
+                                    "response_format": "scalar",
+                                    "sort": {
+                                        "count": 100,
+                                        "order_by": [
+                                            {
+                                                "type": "formula",
+                                                "index": 0,
+                                                "order": "desc"
+                                            }
+                                        ]
+                                    },
+                                    "formulas": [
+                                        {
+                                            "cell_display_mode": "bar",
+                                            "alias": "COUNT",
+                                            "formula": "query1"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "has_search_bar": "auto"
+                        },
+                        "layout": {
+                            "x": 4,
+                            "y": 10,
+                            "width": 8,
+                            "height": 4
+                        }
+                    },
+                    {
+                        "id": 1144249679581738,
+                        "definition": {
+                            "title": "Log Details",
+                            "title_size": "16",
+                            "title_align": "left",
+                            "requests": [
+                                {
+                                    "response_format": "event_list",
+                                    "query": {
+                                        "data_source": "logs_stream",
+                                        "query_string": "source:wazuh service:vulnerability-detector $Vulnerability_Severity $Vulnerability_Status $Level $Manager_Name $Agent_Name ",
+                                        "indexes": [],
+                                        "storage": "hot",
+                                        "sort": {
+                                            "order": "desc",
+                                            "column": "timestamp"
+                                        }
+                                    },
+                                    "columns": [
+                                        {
+                                            "field": "status_line",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "timestamp",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "service",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "agent.name",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.level",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.id",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "rule.groups",
+                                            "width": "auto"
+                                        },
+                                        {
+                                            "field": "content",
+                                            "width": "full"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "type": "list_stream"
+                        },
+                        "layout": {
+                            "x": 0,
+                            "y": 14,
+                            "width": 12,
+                            "height": 4
+                        }
+                    }
+                ]
+            },
+            "layout": {
+                "x": 0,
+                "y": 7,
+                "width": 12,
+                "height": 19
+            }
+        }
+    ],
+    "template_variables": [
+        {
+            "name": "Agent_Name",
+            "prefix": "@agent.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Manager_Name",
+            "prefix": "@manager.name",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Level",
+            "prefix": "@rule.level",
+            "available_values": [
+                "0",
+                "2",
+                "3",
+                "4",
+                "5",
+                "6",
+                "7",
+                "8",
+                "9",
+                "10",
+                "11",
+                "12",
+                "13",
+                "14",
+                "15"
+            ],
+            "default": "*"
+        },
+        {
+            "name": "Vulnerability_Status",
+            "prefix": "@data.vulnerability.status",
+            "available_values": [],
+            "default": "*"
+        },
+        {
+            "name": "Vulnerability_Severity",
+            "prefix": "@data.vulnerability.severity",
+            "available_values": [],
+            "default": "*"
+        }
+    ],
+    "layout_type": "ordered",
+    "notify_list": [],
+    "reflow_type": "fixed"
+}
\ No newline at end of file
diff --git a/wazuh/assets/logs/wazuh.yaml b/wazuh/assets/logs/wazuh.yaml
new file mode 100644
index 0000000000000..de9d1d576db77
--- /dev/null
+++ b/wazuh/assets/logs/wazuh.yaml
@@ -0,0 +1,471 @@
+id: wazuh
+metric_id: wazuh
+backend_only: false
+facets:
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url
+    source: log
+  - groups:
+      - Web Access
+    name: URL Host
+    path: http.url_details.host
+    source: log
+  - groups:
+      - Web Access
+    name: URL Path
+    path: http.url_details.path
+    source: log
+  - groups:
+      - Web Access
+    name: URL Port
+    path: http.url_details.port
+    source: log
+  - groups:
+      - Web Access
+    name: URL scheme
+    path: http.url_details.scheme
+    source: log
+  - groups:
+      - Geoip
+    name: City Name
+    path: network.client.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Code
+    path: network.client.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Continent Name
+    path: network.client.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Country ISO Code
+    path: network.client.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Country Name
+    path: network.client.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision ISO Code
+    path: network.client.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Subdivision Name
+    path: network.client.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Client IP
+    path: network.client.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Client Port
+    path: network.client.port
+    source: log
+  - groups:
+      - Geoip
+    name: Destination City Name
+    path: network.destination.geoip.city.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Code
+    path: network.destination.geoip.continent.code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Continent Name
+    path: network.destination.geoip.continent.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country ISO Code
+    path: network.destination.geoip.country.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Country Name
+    path: network.destination.geoip.country.name
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision ISO Code
+    path: network.destination.geoip.subdivision.iso_code
+    source: log
+  - groups:
+      - Geoip
+    name: Destination Subdivision Name
+    path: network.destination.geoip.subdivision.name
+    source: log
+  - groups:
+      - Web Access
+    name: Destination IP
+    path: network.destination.ip
+    source: log
+  - groups:
+      - Web Access
+    name: Destination Port
+    path: network.destination.port
+    source: log
+  - groups:
+      - User
+    name: User Email
+    path: usr.email
+    source: log
+  - groups:
+      - User
+    name: User ID
+    path: usr.id
+    source: log
+  - groups:
+      - User
+    name: User Name
+    path: usr.name
+    source: log
+pipeline:
+  type: pipeline
+  name: Wazuh
+  enabled: true
+  filter:
+    query: "source:wazuh"
+  processors:
+    - type: grok-parser
+      name: Parsing wazuh alerts
+      enabled: true
+      source: message
+      samples:
+        - '<132>Sep 13 13:21:06 ub20-host ossec:
+          {"timestamp":"2024-09-13T13:21:06.262+0530","rule":{"level":3,"description":"Successful
+          sudo to ROOT
+          executed.","id":"5402","mitre":{"id":["T1548.003"],"tactic":["Privilege
+          Escalation","Defense Evasion"],"technique":["Sudo and Sudo
+          Caching"]},"firedtimes":3,"mail":false,"groups":["syslog","sudo"],"pci_dss":["10.2.5","10.2.2"],"gpg13":["7.6","7.8","7.13"],"gdpr":["IV_32.2"],"hipaa":["164.312.b"],"nist_800_53":["AU.14","AC.7","AC.6"],"tsc":["CC6.8","CC7.2","CC7.3"]},"agent":{"id":"000","name":"ub20-host"},"manager":{"name":"ub20-host"},"id":"1726213866.2869025","full_log":"Sep
+          13 13:21:04 ub20-host sudo:     root : TTY=pts/13 ; PWD=/home/devuser
+          ; USER=root ; COMMAND=/usr/bin/nano
+          /var/ossec/etc/ossec.conf","predecoder":{"program_name":"sudo","timestamp":"Sep
+          13
+          13:21:04","hostname":"ub20-host"},"decoder":{"parent":"sudo","name":"sudo","ftscomment":"First
+          time user executed the sudo
+          command"},"data":{"srcuser":"root","dstuser":"root","tty":"pts/13","pwd":"/home/devuser","command":"/usr/bin/nano
+          /var/ossec/etc/ossec.conf"},"location":"/var/log/auth.log"}'
+        - '<132>Sep 13 06:57:24 ub20-host ossec:
+          {"timestamp":"2024-09-13T06:57:24.370+0530","rule":{"level":7,"description":"New
+          dpkg (Debian Package)
+          installed.","id":"2902","firedtimes":4,"mail":false,"groups":["syslog","dpkg","config_changed"],"pci_dss":["10.6.1","10.2.7"],"gpg13":["4.10"],"gdpr":["IV_35.7.d"],"hipaa":["164.312.b"],"nist_800_53":["AU.6","AU.14"],"tsc":["CC7.2","CC7.3","CC6.8","CC8.1"]},"agent":{"id":"000","name":"ub20-host"},"manager":{"name":"ub20-host"},"id":"1726190844.1166546","full_log":"2024-09-13
+          06:57:23 status installed python3-setuptools:all
+          59.6.0-1.2ubuntu0.22.04.2","decoder":{"name":"dpkg-decoder"},"data":{"dpkg_status":"status
+          installed","package":"python3-setuptools","arch":"all","version":"59.6.0-1.2ubuntu0.22.04.2"},"location":"/var/log/dpkg.log"}'
+        - '<132>Sep 12 17:26:07 ub20-host ossec:
+          {"timestamp":"2024-09-12T17:26:07.096+0530","rule":{"level":5,"description":"sshd:
+          Attempt to login using a non-existent
+          user","id":"5710","firedtimes":4,"mail":false,"groups":["syslog","sshd","authentication_failed","invalid_login"],"gdpr":["IV_35.7.d","IV_32.2"],"gpg13":["7.1"],"hipaa":["164.312.b"],"nist_800_53":["AU.14","AC.7","AU.6"],"pci_dss":["10.2.4","10.2.5","10.6.1"],"tsc":["CC6.1","CC6.8","CC7.2","CC7.3"]},"agent":{"id":"009","name":"test","ip":"10.10.10.10"},"manager":{"name":"ub20-host"},"id":"1726142167.5280471","full_log":"Sep
+          12 17:26:06 test sshd[648303]: Disconnecting invalid user admin
+          10.10.10.10 port 65182: Too many authentication failures
+          [preauth]","predecoder":{"program_name":"sshd","timestamp":"Sep 12
+          17:26:06","hostname":"test"},"decoder":{"parent":"sshd","name":"sshd"},"data":{"srcip":"10.10.10.10","srcport":"65182","srcuser":"admin"},"location":"/var/log/auth.log"}'
+        - '<132>Sep 12 15:52:53 ub20-host ossec:
+          {"timestamp":"2024-09-12T15:52:53.997+0530","rule":{"level":3,"description":"CIS
+          Ubuntu Linux 22.04 LTS Benchmark v1.0.0.: Ensure all groups in
+          /etc/passwd exist in
+          /etc/group.","id":"19008","firedtimes":161,"mail":false,"groups":["sca"],"gdpr":["IV_35.7.d"],"pci_dss":["2.2"],"nist_800_53":["CM.1"],"tsc":["CC7.1","CC7.2"],"cis":["6.2.3"],"mitre_mitigations":["M1027"],"mitre_tactics":["TA0003"],"mitre_techniques":["T1222","T1222.002"]},"agent":{"id":"009","name":"test","ip":"10.10.10.10"},"manager":{"name":"ub20-host"},"id":"1726136573.4870334","decoder":{"name":"sca"},"data":{"sca":{"type":"check","scan_id":"305863468","policy":"CIS
+          Ubuntu Linux 22.04 LTS Benchmark
+          v1.0.0.","check":{"id":"28680","title":"Ensure all groups in
+          /etc/passwd exist in /etc/group.","description":"Over time, system
+          administration errors and changes can lead to groups being defined in
+          /etc/passwd but not in /etc/group.","rationale":"Groups defined in the
+          /etc/passwd file but not in the /etc/group file pose a threat to
+          system security since group permissions are not properly
+          managed.","remediation":"Analyze the output of the Audit step above
+          and perform the appropriate action to correct any discrepancies
+          found.","compliance":{"cis":"6.2.3","mitre_mitigations":"M1027","mitre_tactics":"TA0003","mitre_techniques":"T1222,T1222.002"},"file":["/etc/group"],"result":"passed"}}},"location":"sca"}'
+        - '<132>Sep 13 12:06:18 ub20-host ossec:
+          {"timestamp":"2024-09-13T12:06:18.798+0530","rule":{"level":3,"description":"Service
+          startup type was changed","id":"61104","info":"This does not appear to
+          be logged on Windows
+          2000","firedtimes":2,"mail":false,"groups":["windows","windows_system","policy_changed"],"pci_dss":["10.6"],"gdpr":["IV_35.7.d"],"hipaa":["164.312.b"],"nist_800_53":["AU.6"],"tsc":["CC6.1","CC6.8","CC7.2","CC7.3"]},"agent":{"id":"007","name":"win1-1-1-1","ip":"10.10.10.10"},"manager":{"name":"ub20-host"},"id":"1726209378.2623069","decoder":{"name":"windows_eventchannel"},"data":{"win":{"system":{"providerName":"Service
+          Control
+          Manager","providerGuid":"{555908d1-a6d7-4695-8e1e-26931d2012f4}","eventSourceName":"Service
+          Control
+          Manager","eventID":"7040","version":"0","level":"4","task":"0","opcode":"0","keywords":"0x8080000000000000","systemTime":"2024-09-13T06:36:17.6181876Z","eventRecordID":"8694","processID":"832","threadID":"10120","channel":"System","computer":"win1-1-1-1","severityValue":"INFORMATION","message":"\"The
+          start type of the Background Intelligent Transfer Service service was
+          changed from auto start to demand
+          start.\""},"eventdata":{"param1":"Background Intelligent Transfer
+          Service","param2":"auto start","param3":"demand
+          start","param4":"BITS"}}},"location":"EventChannel"}'
+      grok:
+        supportRules: ""
+        matchRules: 'wazuh_alert_parsing_rule (<%{integer}>)?(%{date("MMM  d
+          HH:mm:ss")}|%{date("MMM d HH:mm:ss")})
+          %{notSpace:syslog.hostname:nullIf("-")}
+          %{notSpace:syslog.appname:nullIf("-")}: %{data::json}'
+    - name: Assign `status` attribute from `rule.level` value
+      enabled: true
+      source: rule.level
+      target: status
+      lookupTable: |-
+        0,information
+        1,information
+        2,information
+        3,information
+        4,information
+        5,information
+        6,information
+        7,warning
+        8,warning
+        9,warning
+        10,warning
+        11,warning
+        12,error
+        13,error
+        14,error
+        15,critical
+      type: lookup-processor
+    - type: date-remapper
+      name: Define `timestamp` as the official date of the log
+      enabled: true
+      sources:
+        - timestamp
+    - type: category-processor
+      name: Define `service` from `rule.groups`
+      enabled: true
+      categories:
+        - filter:
+            query: "@rule.groups:syscheck"
+          name: file-integrity-monitoring
+        - filter:
+            query: "@rule.groups:vulnerability-detector"
+          name: vulnerability-detector
+        - filter:
+            query: "@rule.groups:rootcheck"
+          name: malware-detector
+        - filter:
+            query: "@rule.groups:github"
+          name: wazuh-github
+        - filter:
+            query: "@rule.groups:gcp"
+          name: wazuh-google-cloud
+        - filter:
+            query: "@rule.groups:amazon"
+          name: wazuh-amazon
+        - filter:
+            query: "@rule.groups:office365"
+          name: wazuh-office365
+        - filter:
+            query: "@rule.groups:docker"
+          name: wazuh-docker
+        - name: system
+          filter:
+            query: "@rule.groups:(sshd OR pam OR wazuh OR ossec OR su OR sudo OR adduser OR
+              ftpd OR windows OR dpkg OR yum OR syslog)"
+      target: service
+    - type: category-processor
+      name: Define `service` value as `other` for other rule groups
+      enabled: true
+      categories:
+        - filter:
+            query: -@service:(file-integrity-monitoring OR vulnerability-detector OR
+              malware-detector OR wazuh-github OR wazuh-google-cloud OR
+              wazuh-amazon OR wazuh-office365 OR wazuh-docker OR system)
+          name: other
+      target: service
+    - type: service-remapper
+      name: Define `service` as the official service of the log
+      enabled: true
+      sources:
+        - service
+    - type: attribute-remapper
+      name: Map `data.github.actor` to `usr.name`
+      enabled: true
+      sources:
+        - data.github.actor
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.gcp.jsonPayload.sourceIP` to `network.client.ip`
+      enabled: true
+      sources:
+        - data.gcp.jsonPayload.sourceIP
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.office365.UserId` to `usr.email`
+      enabled: true
+      sources:
+        - data.office365.UserId
+      sourceType: attribute
+      target: usr.email
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.office365.ClientIP` to `network.client.ip`
+      enabled: true
+      sources:
+        - data.office365.ClientIP
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.src_ip` to `network.client.ip`
+      enabled: true
+      sources:
+        - data.src_ip
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.srcip` to `network.client.ip`
+      enabled: true
+      sources:
+        - data.srcip
+      sourceType: attribute
+      target: network.client.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.srcport` to `network.client.port`
+      enabled: true
+      sources:
+        - data.srcport
+      sourceType: attribute
+      target: network.client.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.uid` to `usr.id`
+      enabled: true
+      sources:
+        - data.uid
+      sourceType: attribute
+      target: usr.id
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.srcuser` to `usr.name`
+      enabled: true
+      sources:
+        - data.srcuser
+      sourceType: attribute
+      target: usr.name
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.dstip` to `network.destination.ip`
+      enabled: true
+      sources:
+        - data.dstip
+      sourceType: attribute
+      target: network.destination.ip
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.dstport` to `network.destination.port`
+      enabled: true
+      sources:
+        - data.dstport
+      sourceType: attribute
+      target: network.destination.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.src_port` to `network.client.port`
+      enabled: true
+      sources:
+        - data.src_port
+      sourceType: attribute
+      target: network.client.port
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: attribute-remapper
+      name: Map `data.url` to `http.url`
+      enabled: true
+      sources:
+        - data.url
+      sourceType: attribute
+      target: http.url
+      targetType: attribute
+      preserveSource: false
+      overrideOnConflict: false
+    - type: status-remapper
+      name: Define `status` as the official status of the log
+      enabled: true
+      sources:
+        - status
+    - type: geo-ip-parser
+      name: Define `network.client.ip` as default geoip attribute for source
+      enabled: true
+      sources:
+        - network.client.ip
+      target: network.client.geoip
+      ip_processing_behavior: do-nothing
+    - type: geo-ip-parser
+      name: Define `network.destination.ip` as default geoip attribute for destination
+      enabled: true
+      sources:
+        - network.destination.ip
+      target: network.destination.geoip
+      ip_processing_behavior: do-nothing
+    - type: url-parser
+      name: Extracts information from `http.url`
+      enabled: true
+      sources:
+        - http.url
+      target: http.url_details
+      normalizeEndingSlashes: false
+    - type: pipeline
+      name: Processing of Yum Logs
+      enabled: true
+      filter:
+        query: "@rule.groups:yum"
+      processors:
+        - type: grok-parser
+          name: Parse yum logs
+          enabled: true
+          source: full_log
+          samples:
+            - "Dec 17 07:05:06 ax yum: Installed: libX11-devel -
+              1.0.3-9.el5.i386"
+            - "Oct  8 07:17:27 ax yum[61038]: Erased:
+              file-roller-3.28.1-2.el7.x86_64"
+            - |
+              Aug 20 12:46:57 Installed: device-mapper-event.i386 1.02.24-1.el5
+            - "Aug 20 12:51:21 Erased: libhugetlbfs-lib"
+            - |
+              Aug 20 12:45:56 Updated: perl.i386 4:5.8.8-10.el5_2.3
+          grok:
+            supportRules: |-
+              DATETIME (%{date("MMM  d HH:mm:ss"):}|%{date("MMM d HH:mm:ss"):})
+              SKIPHEADER %{regex("[^:]*"):}
+            matchRules: >-
+              yum_package_parsing_rule %{DATETIME} %{SKIPHEADER}:
+              %{word:data.yum_status}: %{data:data.package}
+
+
+              yum_package_parsing_rule_2 %{DATETIME} %{word:data.yum_status}: %{data:data.package}
diff --git a/wazuh/assets/logs/wazuh_tests.yaml b/wazuh/assets/logs/wazuh_tests.yaml
new file mode 100644
index 0000000000000..6848d4c6320ab
--- /dev/null
+++ b/wazuh/assets/logs/wazuh_tests.yaml
@@ -0,0 +1,912 @@
+id: wazuh
+tests:
+  -
+    sample: |-
+      <132>Sep 23 05:55:30 ub20 ossec: {"timestamp":"2024-09-23T05:55:30","rule":{"level":5,"description":"Registry Value Integrity Checksum Changed","id":"750","mitre":{"id":["T1565.001","T1112"],"tactic":["Impact","Defense Evasion"],"technique":["Stored Data Manipulation","Modify Registry"]},"firedtimes":11,"mail":false,"groups":["ossec","syscheck","syscheck_entry_modified","syscheck_registry"],"pci_dss":["11.5"],"gpg13":["4.13"],"gdpr":["II_5.1.f"],"hipaa":["164.312.c.1","164.312.c.2"],"nist_800_53":["SI.7"],"tsc":["PI1.4","PI1.5","CC6.1","CC6.8","CC7.2","CC7.3"]},"agent":{"id":"007","name":"ub20","ip":"10.10.10.10"},"manager":{"name":"ub20"},"id":"1727051130.307309","full_log":"Registry Value '[x32] HKEY_LOCAL_MACHINE\\System\\CurrentControlSet\\Services\\bam\\State\\UserSettings\\S-1-5-21-407847833-942180688-1368611096-1010\\\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe' modified
+      Mode: scheduled
+      Changed attributes: md5,sha1,sha256
+      Old md5sum was: '4846b4c5616e0c64cb5b8e819ab04f89'
+      New md5sum is : '0ee93c27cf42e2da3604b882ee45532b'
+      Old sha1sum was: 'f532d82856fe2caa1855cfac46db8ef15a86e89c'
+      New sha1sum is : '19c0cef959812a95c7ac12d465ec400df796f952'
+      Old sha256sum was: '578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9'
+      New sha256sum is : 'da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc'
+      ","syscheck":{"path":"HKEY_LOCAL_MACHINE\\System\\CurrentControlSet\\Services\\bam\\State\\UserSettings\\S-1-5-21-407847833-942180688-1368611096-1010","mode":"scheduled","arch":"[x32]","value_name":"\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","value_type":"REG_BINARY","size_after":"24","md5_before":"4846b4c5616e0c64cb5b8e819ab04f89","md5_after":"0ee93c27cf42e2da3604b882ee45532b","sha1_before":"f532d82856fe2caa1855cfac46db8ef15a86e89c","sha1_after":"19c0cef959812a95c7ac12d465ec400df796f952","sha256_before":"578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9","sha256_after":"da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc","changed_attributes":["md5","sha1","sha256"],"event":"modified"},"decoder":{"name":"syscheck_registry_value_modified"},"location":"syscheck"}
+    service: "file-integrity-monitoring"
+    result:
+      custom:
+        agent:
+          id: "007"
+          ip: "10.10.10.10"
+          name: "ub20"
+        decoder:
+          name: "syscheck_registry_value_modified"
+        full_log: |
+          Registry Value '[x32] HKEY_LOCAL_MACHINE\System\CurrentControlSet\Services\bam\State\UserSettings\S-1-5-21-407847833-942180688-1368611096-1010\\Device\HarddiskVolume3\Program Files (x86)\Microsoft\Edge\Application\msedge.exe' modified
+          Mode: scheduled
+          Changed attributes: md5,sha1,sha256
+          Old md5sum was: '4846b4c5616e0c64cb5b8e819ab04f89'
+          New md5sum is : '0ee93c27cf42e2da3604b882ee45532b'
+          Old sha1sum was: 'f532d82856fe2caa1855cfac46db8ef15a86e89c'
+          New sha1sum is : '19c0cef959812a95c7ac12d465ec400df796f952'
+          Old sha256sum was: '578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9'
+          New sha256sum is : 'da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc'
+        id: "1727051130.307309"
+        location: "syscheck"
+        manager:
+          name: "ub20"
+        rule:
+          description: "Registry Value Integrity Checksum Changed"
+          firedtimes: 11
+          gdpr:
+          - "II_5.1.f"
+          gpg13:
+          - "4.13"
+          groups:
+          - "ossec"
+          - "syscheck"
+          - "syscheck_entry_modified"
+          - "syscheck_registry"
+          hipaa:
+          - "164.312.c.1"
+          - "164.312.c.2"
+          id: "750"
+          level: 5
+          mail: false
+          mitre:
+            id:
+            - "T1565.001"
+            - "T1112"
+            tactic:
+            - "Impact"
+            - "Defense Evasion"
+            technique:
+            - "Stored Data Manipulation"
+            - "Modify Registry"
+          nist_800_53:
+          - "SI.7"
+          pci_dss:
+          - "11.5"
+          tsc:
+          - "PI1.4"
+          - "PI1.5"
+          - "CC6.1"
+          - "CC6.8"
+          - "CC7.2"
+          - "CC7.3"
+        service: "file-integrity-monitoring"
+        status: "information"
+        syscheck:
+          arch: "[x32]"
+          changed_attributes:
+          - "md5"
+          - "sha1"
+          - "sha256"
+          event: "modified"
+          md5_after: "0ee93c27cf42e2da3604b882ee45532b"
+          md5_before: "4846b4c5616e0c64cb5b8e819ab04f89"
+          mode: "scheduled"
+          path: "HKEY_LOCAL_MACHINE\\System\\CurrentControlSet\\Services\\bam\\State\\UserSettings\\S-1-5-21-407847833-942180688-1368611096-1010"
+          sha1_after: "19c0cef959812a95c7ac12d465ec400df796f952"
+          sha1_before: "f532d82856fe2caa1855cfac46db8ef15a86e89c"
+          sha256_after: "da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc"
+          sha256_before: "578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9"
+          size_after: "24"
+          value_name: "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe"
+          value_type: "REG_BINARY"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-23T05:55:30"
+      message: |-
+        <132>Sep 23 05:55:30 ub20 ossec: {"timestamp":"2024-09-23T05:55:30","rule":{"level":5,"description":"Registry Value Integrity Checksum Changed","id":"750","mitre":{"id":["T1565.001","T1112"],"tactic":["Impact","Defense Evasion"],"technique":["Stored Data Manipulation","Modify Registry"]},"firedtimes":11,"mail":false,"groups":["ossec","syscheck","syscheck_entry_modified","syscheck_registry"],"pci_dss":["11.5"],"gpg13":["4.13"],"gdpr":["II_5.1.f"],"hipaa":["164.312.c.1","164.312.c.2"],"nist_800_53":["SI.7"],"tsc":["PI1.4","PI1.5","CC6.1","CC6.8","CC7.2","CC7.3"]},"agent":{"id":"007","name":"ub20","ip":"10.10.10.10"},"manager":{"name":"ub20"},"id":"1727051130.307309","full_log":"Registry Value '[x32] HKEY_LOCAL_MACHINE\\System\\CurrentControlSet\\Services\\bam\\State\\UserSettings\\S-1-5-21-407847833-942180688-1368611096-1010\\\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe' modified
+        Mode: scheduled
+        Changed attributes: md5,sha1,sha256
+        Old md5sum was: '4846b4c5616e0c64cb5b8e819ab04f89'
+        New md5sum is : '0ee93c27cf42e2da3604b882ee45532b'
+        Old sha1sum was: 'f532d82856fe2caa1855cfac46db8ef15a86e89c'
+        New sha1sum is : '19c0cef959812a95c7ac12d465ec400df796f952'
+        Old sha256sum was: '578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9'
+        New sha256sum is : 'da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc'
+        ","syscheck":{"path":"HKEY_LOCAL_MACHINE\\System\\CurrentControlSet\\Services\\bam\\State\\UserSettings\\S-1-5-21-407847833-942180688-1368611096-1010","mode":"scheduled","arch":"[x32]","value_name":"\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","value_type":"REG_BINARY","size_after":"24","md5_before":"4846b4c5616e0c64cb5b8e819ab04f89","md5_after":"0ee93c27cf42e2da3604b882ee45532b","sha1_before":"f532d82856fe2caa1855cfac46db8ef15a86e89c","sha1_after":"19c0cef959812a95c7ac12d465ec400df796f952","sha256_before":"578954f71e55ba6b255e4cdb349bb7c1f981eeeb04ed05f7ad1855a8f389d2c9","sha256_after":"da42382c2410098d76ebee82fc73a696224433c82deff26fb5ff1c796b3f7bdc","changed_attributes":["md5","sha1","sha256"],"event":"modified"},"decoder":{"name":"syscheck_registry_value_modified"},"location":"syscheck"}
+      service: "file-integrity-monitoring"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1727070930000
+  - sample: '<132>Sep 19 08:25:04 ub20 ossec:
+      {"timestamp":"2024-09-19T08:25:04.210+0530","rule":{"level":7,"description":"Dpkg
+      (Debian Package) half
+      configured.","id":"2904","firedtimes":7,"mail":false,"groups":["syslog","dpkg","config_changed"],"pci_dss":["10.6.1","10.2.7"],"gpg13":["4.10"],"gdpr":["IV_35.7.d"],"hipaa":["164.312.b"],"nist_800_53":["AU.6","AU.14"],"tsc":["CC7.2","CC7.3","CC6.8","CC8.1"]},"agent":{"id":"000","name":"ub20"},"manager":{"name":"ub20"},"id":"1726714504.1044193","full_log":"2024-09-19
+      08:25:02 status half-configured linux-headers-5.15.0-119:all
+      5.15.0-119.129","decoder":{"name":"dpkg-decoder"},"data":{"dpkg_status":"status
+      half-configured","package":"linux-headers-5.15.0-119","arch":"all","version":"5.15.0-119.129"},"location":"/var/log/dpkg.log"}'
+    result:
+      custom:
+        agent:
+          id: "000"
+          name: "ub20"
+        data:
+          arch: "all"
+          dpkg_status: "status half-configured"
+          package: "linux-headers-5.15.0-119"
+          version: "5.15.0-119.129"
+        decoder:
+          name: "dpkg-decoder"
+        full_log: "2024-09-19 08:25:02 status half-configured linux-headers-5.15.0-119:all 5.15.0-119.129"
+        id: "1726714504.1044193"
+        location: "/var/log/dpkg.log"
+        manager:
+          name: "ub20"
+        rule:
+          description: "Dpkg (Debian Package) half configured."
+          firedtimes: 7
+          gdpr:
+          - "IV_35.7.d"
+          gpg13:
+          - "4.10"
+          groups:
+          - "syslog"
+          - "dpkg"
+          - "config_changed"
+          hipaa:
+          - "164.312.b"
+          id: "2904"
+          level: 7
+          mail: false
+          nist_800_53:
+          - "AU.6"
+          - "AU.14"
+          pci_dss:
+          - "10.6.1"
+          - "10.2.7"
+          tsc:
+          - "CC7.2"
+          - "CC7.3"
+          - "CC6.8"
+          - "CC8.1"
+        service: "system"
+        status: "warning"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-19T08:25:04.210+0530"
+      message: "<132>Sep 19 08:25:04 ub20 ossec: {\"timestamp\":\"2024-09-19T08:25:04.210+0530\",\"rule\":{\"level\":7,\"description\":\"Dpkg (Debian Package) half configured.\",\"id\":\"2904\",\"firedtimes\":7,\"mail\":false,\"groups\":[\"syslog\",\"dpkg\",\"config_changed\"],\"pci_dss\":[\"10.6.1\",\"10.2.7\"],\"gpg13\":[\"4.10\"],\"gdpr\":[\"IV_35.7.d\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.6\",\"AU.14\"],\"tsc\":[\"CC7.2\",\"CC7.3\",\"CC6.8\",\"CC8.1\"]},\"agent\":{\"id\":\"000\",\"name\":\"ub20\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726714504.1044193\",\"full_log\":\"2024-09-19 08:25:02 status half-configured linux-headers-5.15.0-119:all 5.15.0-119.129\",\"decoder\":{\"name\":\"dpkg-decoder\"},\"data\":{\"dpkg_status\":\"status half-configured\",\"package\":\"linux-headers-5.15.0-119\",\"arch\":\"all\",\"version\":\"5.15.0-119.129\"},\"location\":\"/var/log/dpkg.log\"}"
+      service: "system"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726714504210
+  - sample: '<132>Sep 18 16:05:21 ub20 ossec:
+      {"timestamp":"2024-09-18T16:05:21.609+0530","rule":{"level":3,"description":"PAM:
+      Login session
+      closed.","id":"5502","firedtimes":5,"mail":false,"groups":["pam","syslog"],"pci_dss":["10.2.5"],"gpg13":["7.8","7.9"],"gdpr":["IV_32.2"],"hipaa":["164.312.b"],"nist_800_53":["AU.14","AC.7"],"tsc":["CC6.8","CC7.2","CC7.3"]},"agent":{"id":"000","name":"ub20"},"manager":{"name":"ub20"},"id":"1726655721.947358","full_log":"Sep
+      18 16:05:20 ub20 su: pam_unix(su:session): session closed for
+      user root","predecoder":{"program_name":"su","timestamp":"Sep 18
+      16:05:20","hostname":"ub20"},"decoder":{"parent":"pam","name":"pam"},"data":{"dstuser":"root"},"location":"/var/log/auth.log"}'
+    result:
+      custom:
+        agent:
+          id: "000"
+          name: "ub20"
+        data:
+          dstuser: "root"
+        decoder:
+          name: "pam"
+          parent: "pam"
+        full_log: "Sep 18 16:05:20 ub20 su: pam_unix(su:session): session closed for user root"
+        id: "1726655721.947358"
+        location: "/var/log/auth.log"
+        manager:
+          name: "ub20"
+        predecoder:
+          hostname: "ub20"
+          program_name: "su"
+          timestamp: "Sep 18 16:05:20"
+        rule:
+          description: "PAM: Login session closed."
+          firedtimes: 5
+          gdpr:
+          - "IV_32.2"
+          gpg13:
+          - "7.8"
+          - "7.9"
+          groups:
+          - "pam"
+          - "syslog"
+          hipaa:
+          - "164.312.b"
+          id: "5502"
+          level: 3
+          mail: false
+          nist_800_53:
+          - "AU.14"
+          - "AC.7"
+          pci_dss:
+          - "10.2.5"
+          tsc:
+          - "CC6.8"
+          - "CC7.2"
+          - "CC7.3"
+        service: "system"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-18T16:05:21.609+0530"
+      message: "<132>Sep 18 16:05:21 ub20 ossec: {\"timestamp\":\"2024-09-18T16:05:21.609+0530\",\"rule\":{\"level\":3,\"description\":\"PAM: Login session closed.\",\"id\":\"5502\",\"firedtimes\":5,\"mail\":false,\"groups\":[\"pam\",\"syslog\"],\"pci_dss\":[\"10.2.5\"],\"gpg13\":[\"7.8\",\"7.9\"],\"gdpr\":[\"IV_32.2\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.14\",\"AC.7\"],\"tsc\":[\"CC6.8\",\"CC7.2\",\"CC7.3\"]},\"agent\":{\"id\":\"000\",\"name\":\"ub20\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726655721.947358\",\"full_log\":\"Sep 18 16:05:20 ub20 su: pam_unix(su:session): session closed for user root\",\"predecoder\":{\"program_name\":\"su\",\"timestamp\":\"Sep 18 16:05:20\",\"hostname\":\"ub20\"},\"decoder\":{\"parent\":\"pam\",\"name\":\"pam\"},\"data\":{\"dstuser\":\"root\"},\"location\":\"/var/log/auth.log\"}"
+      service: "system"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726655721609
+  -
+    sample: "<132>Sep 20 01:30:20 ub20 ossec: {\"timestamp\":\"2024-09-20T01:30:20.439+0530\",\"rule\":{\"level\":7,\"description\":\"Host-based anomaly detection event (rootcheck).\",\"id\":\"510\",\"firedtimes\":2,\"mail\":false,\"groups\":[\"ossec\",\"rootcheck\"],\"pci_dss\":[\"10.6.1\"],\"gdpr\":[\"IV_35.7.d\"]},\"agent\":{\"id\":\"000\",\"name\":\"ub20\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726776020.112790\",\"full_log\":\"Trojaned version of file '/usr/bin/diff' detected. Signature used: 'bash|^/bin/sh|file\\\\.h|proc\\\\.h|/dev/[^n]|^/bin/.*sh' (Generic).\",\"decoder\":{\"name\":\"rootcheck\"},\"data\":{\"title\":\"Trojaned version of file detected.\",\"file\":\"/usr/bin/diff\"},\"location\":\"rootcheck\"}"
+    result:
+      custom:
+        agent:
+          id: "000"
+          name: "ub20"
+        data:
+          file: "/usr/bin/diff"
+          title: "Trojaned version of file detected."
+        decoder:
+          name: "rootcheck"
+        full_log: "Trojaned version of file '/usr/bin/diff' detected. Signature used: 'bash|^/bin/sh|file\\.h|proc\\.h|/dev/[^n]|^/bin/.*sh' (Generic)."
+        id: "1726776020.112790"
+        location: "rootcheck"
+        manager:
+          name: "ub20"
+        rule:
+          description: "Host-based anomaly detection event (rootcheck)."
+          firedtimes: 2
+          gdpr:
+          - "IV_35.7.d"
+          groups:
+          - "ossec"
+          - "rootcheck"
+          id: "510"
+          level: 7
+          mail: false
+          pci_dss:
+          - "10.6.1"
+        service: "malware-detector"
+        status: "warning"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-20T01:30:20.439+0530"
+      message: "<132>Sep 20 01:30:20 ub20 ossec: {\"timestamp\":\"2024-09-20T01:30:20.439+0530\",\"rule\":{\"level\":7,\"description\":\"Host-based anomaly detection event (rootcheck).\",\"id\":\"510\",\"firedtimes\":2,\"mail\":false,\"groups\":[\"ossec\",\"rootcheck\"],\"pci_dss\":[\"10.6.1\"],\"gdpr\":[\"IV_35.7.d\"]},\"agent\":{\"id\":\"000\",\"name\":\"ub20\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726776020.112790\",\"full_log\":\"Trojaned version of file '/usr/bin/diff' detected. Signature used: 'bash|^/bin/sh|file\\\\.h|proc\\\\.h|/dev/[^n]|^/bin/.*sh' (Generic).\",\"decoder\":{\"name\":\"rootcheck\"},\"data\":{\"title\":\"Trojaned version of file detected.\",\"file\":\"/usr/bin/diff\"},\"location\":\"rootcheck\"}"
+      service: "malware-detector"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726776020439
+  -
+    sample: "<132>Sep 18 15:47:37 ub20 ossec: {\"timestamp\":\"2024-09-18T15:47:37.787+0530\",\"rule\":{\"level\":7,\"description\":\"New Yum package installed.\",\"id\":\"2932\",\"firedtimes\":8,\"mail\":false,\"groups\":[\"syslog\",\"yum\",\"config_changed\"],\"pci_dss\":[\"10.6.1\",\"10.2.7\"],\"gpg13\":[\"4.10\"],\"gdpr\":[\"IV_35.7.d\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.6\",\"AU.14\"],\"tsc\":[\"CC7.2\",\"CC7.3\",\"CC6.8\",\"CC8.1\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726654657.842337\",\"full_log\":\"Sep 18 15:47:36 co7 yum[28968]: Installed: libX11-devel-1.6.7-5.el7_9.x86_64\",\"predecoder\":{\"program_name\":\"yum\",\"timestamp\":\"Sep 18 15:47:36\",\"hostname\":\"co7\"},\"decoder\":{},\"location\":\"/var/log/messages\"}"
+    result:
+      custom:
+        agent:
+          id: "010"
+          ip: "10.10.10.10"
+          name: "co7"
+        data:
+          package: "libX11-devel-1.6.7-5.el7_9.x86_64"
+          yum_status: "Installed"
+        full_log: "Sep 18 15:47:36 co7 yum[28968]: Installed: libX11-devel-1.6.7-5.el7_9.x86_64"
+        id: "1726654657.842337"
+        location: "/var/log/messages"
+        manager:
+          name: "ub20"
+        predecoder:
+          hostname: "co7"
+          program_name: "yum"
+          timestamp: "Sep 18 15:47:36"
+        rule:
+          description: "New Yum package installed."
+          firedtimes: 8
+          gdpr:
+          - "IV_35.7.d"
+          gpg13:
+          - "4.10"
+          groups:
+          - "syslog"
+          - "yum"
+          - "config_changed"
+          hipaa:
+          - "164.312.b"
+          id: "2932"
+          level: 7
+          mail: false
+          nist_800_53:
+          - "AU.6"
+          - "AU.14"
+          pci_dss:
+          - "10.6.1"
+          - "10.2.7"
+          tsc:
+          - "CC7.2"
+          - "CC7.3"
+          - "CC6.8"
+          - "CC8.1"
+        service: "system"
+        status: "warning"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-18T15:47:37.787+0530"
+      message: "<132>Sep 18 15:47:37 ub20 ossec: {\"timestamp\":\"2024-09-18T15:47:37.787+0530\",\"rule\":{\"level\":7,\"description\":\"New Yum package installed.\",\"id\":\"2932\",\"firedtimes\":8,\"mail\":false,\"groups\":[\"syslog\",\"yum\",\"config_changed\"],\"pci_dss\":[\"10.6.1\",\"10.2.7\"],\"gpg13\":[\"4.10\"],\"gdpr\":[\"IV_35.7.d\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.6\",\"AU.14\"],\"tsc\":[\"CC7.2\",\"CC7.3\",\"CC6.8\",\"CC8.1\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726654657.842337\",\"full_log\":\"Sep 18 15:47:36 co7 yum[28968]: Installed: libX11-devel-1.6.7-5.el7_9.x86_64\",\"predecoder\":{\"program_name\":\"yum\",\"timestamp\":\"Sep 18 15:47:36\",\"hostname\":\"co7\"},\"decoder\":{},\"location\":\"/var/log/messages\"}"
+      service: "system"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726654657787
+  -
+    sample: "<132>Sep 16 16:58:16 Debian ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-16T16:58:16.015398+05:30\", \"rule\": {\"firedtimes\": 27, \"mail\": false, \"level\": 3, \"description\": \"AWS GuardDuty: PORT_PROBE - Unprotected port on EC2 instance i-0b0b8b34a48c8f1c4 is being probed. [IP: 10.10.10.10] [Port: 80]\", \"groups\": [\"amazon\", \"aws\", \"aws_guardduty\"], \"id\": \"80305\"}, \"agent\": {\"id\": \"007\", \"name\": \"Debian\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"aws\": {\"severity\": \"2\", \"schemaVersion\": \"2.0\", \"resource\": {\"resourceType\": \"Instance\", \"instanceDetails\": {\"launchTime\": \"2019-03-22T14:15:41Z\", \"instanceId\": \"i-0cab4a083d57dc400\", \"networkInterfaces\": {\"networkInterfaceId\": \"eni-0bb465b2d939dbda6\", \"subnetId\": \"subnet-6b1d6203\", \"vpcId\": \"vpc-921e61fa\", \"privateDnsName\": \"ip-10-0-0-1.ec2.internal\", \"publicIp\": \"10.10.10.10\", \"publicDnsName\": \"ec2-10.10.10.10.compute-1.amazonaws.com\", \"privateIpAddress\": \"10.0.0.1\"}, \"instanceState\": \"running\", \"imageId\": \"ami-09ae67bbfcd740875\", \"instanceType\": \"a1.medium\", \"imageDescription\": \"Canonical, Ubuntu, 18.04 LTS, UNSUPPORTED daily arm64 bionic image build on 2019-02-12\", \"productCodes\": {\"productCodeId\": \"zud1u4kjmxu2j2jf0n36bqa\", \"productCodeType\": \"marketplace\"}, \"iamInstanceProfile\": {\"id\": \"AIPAJGAZMFPZHKIBOUFGA\", \"arn\": \"arn:aws:iam::150447125201:instance-profile/opsworks-web-production\"}, \"availabilityZone\": \"us-east-1e\"}}, \"description\": \"EC2 instance has an unprotected port which is being probed by a known malicious host.\", \"source\": \"guardduty\", \"type\": \"Recon:EC2/PortProbeUnprotectedPort\", \"title\": \"Unprotected port on EC2 instance i-0cab4a083d57dc400 is being probed.\", \"partition\": \"aws\", \"service\": {\"archived\": \"false\", \"resourceRole\": \"TARGET\", \"detectorId\": \"cab38390b400c06fb2897dfcebffb80d\", \"additionalInfo\": {\"threatListName\": \"ProofPoint\", \"threatName\": \"Scanner\"}, \"count\": \"2115\", \"action\": {\"actionType\": \"PORT_PROBE\", \"portProbeAction\": {\"blocked\": \"false\", \"portProbeDetails\": {\"localPortDetails\": {\"port\": \"80\", \"portName\": \"HTTP\"}, \"remoteIpDetails\": {\"country\": {\"countryName\": \"Mexico\"}, \"city\": {\"cityName\": \"M\\u00e9rida\"}, \"geoLocation\": {\"lon\": \"-89.616700\", \"lat\": \"20.950000\"}, \"organization\": {\"asnOrg\": \"Internet Mexico Company\", \"org\": \"Internet Mexico Company\", \"isp\": \"Internet Mexico Company\", \"asn\": \"4257\"}, \"ipAddressV4\": \"10.10.10.10\"}}}}, \"serviceName\": \"guardduty\", \"eventFirstSeen\": \"2024-08-28T05:41:44.820Z\", \"eventLastSeen\": \"2024-08-31T05:41:44.820Z\"}, \"region\": \"eu-west-1\", \"accountId\": \"18773455640\", \"log_info\": {\"s3bucket\": \"aws-sample-bucket-2\", \"log_file\": \"guardduty/2024/08/31/05/firehose_guardduty-1-2024-08-31-05-41-44-820b5b9b-ec62-4a07-85d7-b1699b9c031e.zip\"}, \"createdAt\": \"2024-08-28T05:41:44.820Z\"}, \"integration\": \"aws\"}, \"location\": \"Wazuh-AWS\", \"input\": {\"type\": \"log\"}, \"GeoLocation\": {\"country_name\": \"Germany\", \"location\": {\"lat\": 52.524, \"lon\": 13.411}, \"region_name\": \"Berlin\", \"city_name\": \"Berlin\"}}"
+    result:
+      custom:
+        '@sampledata': true
+        GeoLocation:
+          city_name: "Berlin"
+          country_name: "Germany"
+          location:
+            lat: 52.524
+            lon: 13.411
+          region_name: "Berlin"
+        agent:
+          id: "007"
+          ip: "10.10.10.10"
+          name: "Debian"
+        cluster:
+          name: "wazuh"
+        data:
+          aws:
+            accountId: "18773455640"
+            createdAt: "2024-08-28T05:41:44.820Z"
+            description: "EC2 instance has an unprotected port which is being probed by a known malicious host."
+            log_info:
+              log_file: "guardduty/2024/08/31/05/firehose_guardduty-1-2024-08-31-05-41-44-820b5b9b-ec62-4a07-85d7-b1699b9c031e.zip"
+              s3bucket: "aws-sample-bucket-2"
+            partition: "aws"
+            region: "eu-west-1"
+            resource:
+              instanceDetails:
+                availabilityZone: "us-east-1e"
+                iamInstanceProfile:
+                  arn: "arn:aws:iam::150447125201:instance-profile/opsworks-web-production"
+                  id: "AIPAJGAZMFPZHKIBOUFGA"
+                imageDescription: "Canonical, Ubuntu, 18.04 LTS, UNSUPPORTED daily arm64 bionic image build on 2019-02-12"
+                imageId: "ami-09ae67bbfcd740875"
+                instanceId: "i-0cab4a083d57dc400"
+                instanceState: "running"
+                instanceType: "a1.medium"
+                launchTime: "2019-03-22T14:15:41Z"
+                networkInterfaces:
+                  networkInterfaceId: "eni-0bb465b2d939dbda6"
+                  privateDnsName: "ip-10-0-0-1.ec2.internal"
+                  privateIpAddress: "10.0.0.1"
+                  publicDnsName: "ec2-10.10.10.10.compute-1.amazonaws.com"
+                  publicIp: "10.10.10.10"
+                  subnetId: "subnet-6b1d6203"
+                  vpcId: "vpc-921e61fa"
+                productCodes:
+                  productCodeId: "zud1u4kjmxu2j2jf0n36bqa"
+                  productCodeType: "marketplace"
+              resourceType: "Instance"
+            schemaVersion: "2.0"
+            service:
+              action:
+                actionType: "PORT_PROBE"
+                portProbeAction:
+                  blocked: "false"
+                  portProbeDetails:
+                    localPortDetails:
+                      port: "80"
+                      portName: "HTTP"
+                    remoteIpDetails:
+                      city:
+                        cityName: "Mérida"
+                      country:
+                        countryName: "Mexico"
+                      geoLocation:
+                        lat: "20.950000"
+                        lon: "-89.616700"
+                      ipAddressV4: "10.10.10.10"
+                      organization:
+                        asn: "4257"
+                        asnOrg: "Internet Mexico Company"
+                        isp: "Internet Mexico Company"
+                        org: "Internet Mexico Company"
+              additionalInfo:
+                threatListName: "ProofPoint"
+                threatName: "Scanner"
+              archived: "false"
+              count: "2115"
+              detectorId: "cab38390b400c06fb2897dfcebffb80d"
+              eventFirstSeen: "2024-08-28T05:41:44.820Z"
+              eventLastSeen: "2024-08-31T05:41:44.820Z"
+              resourceRole: "TARGET"
+              serviceName: "guardduty"
+            severity: "2"
+            source: "guardduty"
+            title: "Unprotected port on EC2 instance i-0cab4a083d57dc400 is being probed."
+            type: "Recon:EC2/PortProbeUnprotectedPort"
+          integration: "aws"
+        decoder:
+          name: "json"
+        id: "1580123327.49031"
+        input:
+          type: "log"
+        location: "Wazuh-AWS"
+        manager:
+          name: "ub20"
+        rule:
+          description: "AWS GuardDuty: PORT_PROBE - Unprotected port on EC2 instance i-0b0b8b34a48c8f1c4 is being probed. [IP: 10.10.10.10] [Port: 80]"
+          firedtimes: 27
+          groups:
+          - "amazon"
+          - "aws"
+          - "aws_guardduty"
+          id: "80305"
+          level: 3
+          mail: false
+        service: "wazuh-amazon"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "Debian"
+        timestamp: "2024-09-16T16:58:16.015398+05:30"
+      message: "<132>Sep 16 16:58:16 Debian ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-16T16:58:16.015398+05:30\", \"rule\": {\"firedtimes\": 27, \"mail\": false, \"level\": 3, \"description\": \"AWS GuardDuty: PORT_PROBE - Unprotected port on EC2 instance i-0b0b8b34a48c8f1c4 is being probed. [IP: 10.10.10.10] [Port: 80]\", \"groups\": [\"amazon\", \"aws\", \"aws_guardduty\"], \"id\": \"80305\"}, \"agent\": {\"id\": \"007\", \"name\": \"Debian\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"aws\": {\"severity\": \"2\", \"schemaVersion\": \"2.0\", \"resource\": {\"resourceType\": \"Instance\", \"instanceDetails\": {\"launchTime\": \"2019-03-22T14:15:41Z\", \"instanceId\": \"i-0cab4a083d57dc400\", \"networkInterfaces\": {\"networkInterfaceId\": \"eni-0bb465b2d939dbda6\", \"subnetId\": \"subnet-6b1d6203\", \"vpcId\": \"vpc-921e61fa\", \"privateDnsName\": \"ip-10-0-0-1.ec2.internal\", \"publicIp\": \"10.10.10.10\", \"publicDnsName\": \"ec2-10.10.10.10.compute-1.amazonaws.com\", \"privateIpAddress\": \"10.0.0.1\"}, \"instanceState\": \"running\", \"imageId\": \"ami-09ae67bbfcd740875\", \"instanceType\": \"a1.medium\", \"imageDescription\": \"Canonical, Ubuntu, 18.04 LTS, UNSUPPORTED daily arm64 bionic image build on 2019-02-12\", \"productCodes\": {\"productCodeId\": \"zud1u4kjmxu2j2jf0n36bqa\", \"productCodeType\": \"marketplace\"}, \"iamInstanceProfile\": {\"id\": \"AIPAJGAZMFPZHKIBOUFGA\", \"arn\": \"arn:aws:iam::150447125201:instance-profile/opsworks-web-production\"}, \"availabilityZone\": \"us-east-1e\"}}, \"description\": \"EC2 instance has an unprotected port which is being probed by a known malicious host.\", \"source\": \"guardduty\", \"type\": \"Recon:EC2/PortProbeUnprotectedPort\", \"title\": \"Unprotected port on EC2 instance i-0cab4a083d57dc400 is being probed.\", \"partition\": \"aws\", \"service\": {\"archived\": \"false\", \"resourceRole\": \"TARGET\", \"detectorId\": \"cab38390b400c06fb2897dfcebffb80d\", \"additionalInfo\": {\"threatListName\": \"ProofPoint\", \"threatName\": \"Scanner\"}, \"count\": \"2115\", \"action\": {\"actionType\": \"PORT_PROBE\", \"portProbeAction\": {\"blocked\": \"false\", \"portProbeDetails\": {\"localPortDetails\": {\"port\": \"80\", \"portName\": \"HTTP\"}, \"remoteIpDetails\": {\"country\": {\"countryName\": \"Mexico\"}, \"city\": {\"cityName\": \"M\\u00e9rida\"}, \"geoLocation\": {\"lon\": \"-89.616700\", \"lat\": \"20.950000\"}, \"organization\": {\"asnOrg\": \"Internet Mexico Company\", \"org\": \"Internet Mexico Company\", \"isp\": \"Internet Mexico Company\", \"asn\": \"4257\"}, \"ipAddressV4\": \"10.10.10.10\"}}}}, \"serviceName\": \"guardduty\", \"eventFirstSeen\": \"2024-08-28T05:41:44.820Z\", \"eventLastSeen\": \"2024-08-31T05:41:44.820Z\"}, \"region\": \"eu-west-1\", \"accountId\": \"18773455640\", \"log_info\": {\"s3bucket\": \"aws-sample-bucket-2\", \"log_file\": \"guardduty/2024/08/31/05/firehose_guardduty-1-2024-08-31-05-41-44-820b5b9b-ec62-4a07-85d7-b1699b9c031e.zip\"}, \"createdAt\": \"2024-08-28T05:41:44.820Z\"}, \"integration\": \"aws\"}, \"location\": \"Wazuh-AWS\", \"input\": {\"type\": \"log\"}, \"GeoLocation\": {\"country_name\": \"Germany\", \"location\": {\"lat\": 52.524, \"lon\": 13.411}, \"region_name\": \"Berlin\", \"city_name\": \"Berlin\"}}"
+      service: "wazuh-amazon"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726486096015
+  -
+    sample: "<132>Sep 17 10:25:49 Amazon ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T10:25:49.352657+05:30\", \"rule\": {\"level\": 3, \"description\": \"GitHub Git push.\", \"id\": \"91160\", \"firedtimes\": 2, \"mail\": false, \"groups\": [\"github\", \"git\", \"git_git\"]}, \"agent\": {\"id\": \"002\", \"name\": \"Amazon\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"github\": {\"actor\": \"User1\", \"@timestamp\": \"2024-08-30T17:23:47.725+0000\", \"org\": \"Organization1\", \"repo\": \"Organization1/Repo7\", \"actor_location\": {\"country_code\": \"DE\"}, \"action\": \"git.push\", \"transport_protocol_name\": \"http\", \"transport_protocol\": \"1\", \"repository\": \"Organization1/Repo1\", \"repository_public\": \"false\"}}, \"location\": \"github\"}"
+    result:
+      custom:
+        '@sampledata': true
+        agent:
+          id: "002"
+          ip: "10.10.10.10"
+          name: "Amazon"
+        cluster:
+          name: "wazuh"
+        data:
+          github:
+            '@timestamp': "2024-08-30T17:23:47.725+0000"
+            action: "git.push"
+            actor_location:
+              country_code: "DE"
+            org: "Organization1"
+            repo: "Organization1/Repo7"
+            repository: "Organization1/Repo1"
+            repository_public: "false"
+            transport_protocol: "1"
+            transport_protocol_name: "http"
+        decoder:
+          name: "json"
+        id: "1580123327.49031"
+        location: "github"
+        manager:
+          name: "ub20"
+        rule:
+          description: "GitHub Git push."
+          firedtimes: 2
+          groups:
+          - "github"
+          - "git"
+          - "git_git"
+          id: "91160"
+          level: 3
+          mail: false
+        service: "wazuh-github"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "Amazon"
+        timestamp: "2024-09-17T10:25:49.352657+05:30"
+        usr:
+          name: "User1"
+      message: "<132>Sep 17 10:25:49 Amazon ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T10:25:49.352657+05:30\", \"rule\": {\"level\": 3, \"description\": \"GitHub Git push.\", \"id\": \"91160\", \"firedtimes\": 2, \"mail\": false, \"groups\": [\"github\", \"git\", \"git_git\"]}, \"agent\": {\"id\": \"002\", \"name\": \"Amazon\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"github\": {\"actor\": \"User1\", \"@timestamp\": \"2024-08-30T17:23:47.725+0000\", \"org\": \"Organization1\", \"repo\": \"Organization1/Repo7\", \"actor_location\": {\"country_code\": \"DE\"}, \"action\": \"git.push\", \"transport_protocol_name\": \"http\", \"transport_protocol\": \"1\", \"repository\": \"Organization1/Repo1\", \"repository_public\": \"false\"}}, \"location\": \"github\"}"
+      service: "wazuh-github"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726548949352
+  -
+    sample: "<132>Sep 18 20:41:50 ub20 ossec: {\"timestamp\":\"2024-09-18T20:41:50.115+0530\",\"rule\":{\"level\":10,\"description\":\"CVE-2023-43787 affects libX11-devel\",\"id\":\"23505\",\"firedtimes\":12,\"mail\":false,\"groups\":[\"vulnerability-detector\"],\"gdpr\":[\"IV_35.7.d\"],\"pci_dss\":[\"11.2.1\",\"11.2.3\"],\"tsc\":[\"CC7.1\",\"CC7.2\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726672310.1698045\",\"decoder\":{\"name\":\"json\"},\"data\":{\"vulnerability\":{\"assigner\":\"redhat\",\"cve\":\"CVE-2023-43787\",\"cvss\":{\"cvss3\":{\"base_score\":\"7.800000\",\"vector\":{\"availability\":\"HIGH\",\"confidentiality_impact\":\"HIGH\",\"integrity_impact\":\"HIGH\",\"privileges_required\":\"LOW\",\"scope\":\"UNCHANGED\",\"user_interaction\":\"NONE\"}}},\"cwe_reference\":\"CWE-122\",\"enumeration\":\"CVE\",\"package\":{\"architecture\":\"x86_64\",\"condition\":\"Package default status\",\"name\":\"libX11-devel\",\"source\":\" \",\"version\":\"1.6.7-5.el7_9\"},\"published\":\"2023-10-10T13:15:22Z\",\"rationale\":\"A vulnerability was found in libX11 due to an integer overflow within the XCreateImage() function. This flaw allows a local user to trigger an integer overflow and execute arbitrary code with elevated privileges.\",\"reference\":\"https://bugzilla.redhat.com/show_bug.cgi?id=2242254, https://access.redhat.com/security/cve/CVE-2023-43787, http://www.openwall.com/lists/oss-security/2024/01/24/9, https://access.redhat.com/errata/RHSA-2024:2145, https://access.redhat.com/errata/RHSA-2024:2973, https://jfrog.com/blog/xorg-libx11-vulns-cve-2023-43786-cve-2023-43787-part-two/, https://security.netapp.com/advisory/ntap-20231103-0006/\",\"severity\":\"High\",\"status\":\"Active\",\"title\":\"CVE-2023-43787 affects libX11-devel\",\"type\":\"Packages\",\"updated\":\"2024-05-22T17:16:05Z\"}},\"location\":\"vulnerability-detector\"}"
+    result:
+      custom:
+        agent:
+          id: "010"
+          ip: "10.10.10.10"
+          name: "co7"
+        data:
+          vulnerability:
+            assigner: "redhat"
+            cve: "CVE-2023-43787"
+            cvss:
+              cvss3:
+                base_score: "7.800000"
+                vector:
+                  availability: "HIGH"
+                  confidentiality_impact: "HIGH"
+                  integrity_impact: "HIGH"
+                  privileges_required: "LOW"
+                  scope: "UNCHANGED"
+                  user_interaction: "NONE"
+            cwe_reference: "CWE-122"
+            enumeration: "CVE"
+            package:
+              architecture: "x86_64"
+              condition: "Package default status"
+              name: "libX11-devel"
+              source: " "
+              version: "1.6.7-5.el7_9"
+            published: "2023-10-10T13:15:22Z"
+            rationale: "A vulnerability was found in libX11 due to an integer overflow within the XCreateImage() function. This flaw allows a local user to trigger an integer overflow and execute arbitrary code with elevated privileges."
+            reference: "https://bugzilla.redhat.com/show_bug.cgi?id=2242254, https://access.redhat.com/security/cve/CVE-2023-43787, http://www.openwall.com/lists/oss-security/2024/01/24/9, https://access.redhat.com/errata/RHSA-2024:2145, https://access.redhat.com/errata/RHSA-2024:2973, https://jfrog.com/blog/xorg-libx11-vulns-cve-2023-43786-cve-2023-43787-part-two/, https://security.netapp.com/advisory/ntap-20231103-0006/"
+            severity: "High"
+            status: "Active"
+            title: "CVE-2023-43787 affects libX11-devel"
+            type: "Packages"
+            updated: "2024-05-22T17:16:05Z"
+        decoder:
+          name: "json"
+        id: "1726672310.1698045"
+        location: "vulnerability-detector"
+        manager:
+          name: "ub20"
+        rule:
+          description: "CVE-2023-43787 affects libX11-devel"
+          firedtimes: 12
+          gdpr:
+          - "IV_35.7.d"
+          groups:
+          - "vulnerability-detector"
+          id: "23505"
+          level: 10
+          mail: false
+          pci_dss:
+          - "11.2.1"
+          - "11.2.3"
+          tsc:
+          - "CC7.1"
+          - "CC7.2"
+        service: "vulnerability-detector"
+        status: "warning"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-18T20:41:50.115+0530"
+      message: "<132>Sep 18 20:41:50 ub20 ossec: {\"timestamp\":\"2024-09-18T20:41:50.115+0530\",\"rule\":{\"level\":10,\"description\":\"CVE-2023-43787 affects libX11-devel\",\"id\":\"23505\",\"firedtimes\":12,\"mail\":false,\"groups\":[\"vulnerability-detector\"],\"gdpr\":[\"IV_35.7.d\"],\"pci_dss\":[\"11.2.1\",\"11.2.3\"],\"tsc\":[\"CC7.1\",\"CC7.2\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726672310.1698045\",\"decoder\":{\"name\":\"json\"},\"data\":{\"vulnerability\":{\"assigner\":\"redhat\",\"cve\":\"CVE-2023-43787\",\"cvss\":{\"cvss3\":{\"base_score\":\"7.800000\",\"vector\":{\"availability\":\"HIGH\",\"confidentiality_impact\":\"HIGH\",\"integrity_impact\":\"HIGH\",\"privileges_required\":\"LOW\",\"scope\":\"UNCHANGED\",\"user_interaction\":\"NONE\"}}},\"cwe_reference\":\"CWE-122\",\"enumeration\":\"CVE\",\"package\":{\"architecture\":\"x86_64\",\"condition\":\"Package default status\",\"name\":\"libX11-devel\",\"source\":\" \",\"version\":\"1.6.7-5.el7_9\"},\"published\":\"2023-10-10T13:15:22Z\",\"rationale\":\"A vulnerability was found in libX11 due to an integer overflow within the XCreateImage() function. This flaw allows a local user to trigger an integer overflow and execute arbitrary code with elevated privileges.\",\"reference\":\"https://bugzilla.redhat.com/show_bug.cgi?id=2242254, https://access.redhat.com/security/cve/CVE-2023-43787, http://www.openwall.com/lists/oss-security/2024/01/24/9, https://access.redhat.com/errata/RHSA-2024:2145, https://access.redhat.com/errata/RHSA-2024:2973, https://jfrog.com/blog/xorg-libx11-vulns-cve-2023-43786-cve-2023-43787-part-two/, https://security.netapp.com/advisory/ntap-20231103-0006/\",\"severity\":\"High\",\"status\":\"Active\",\"title\":\"CVE-2023-43787 affects libX11-devel\",\"type\":\"Packages\",\"updated\":\"2024-05-22T17:16:05Z\"}},\"location\":\"vulnerability-detector\"}"
+      service: "vulnerability-detector"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726672310115
+  -
+    sample: "<132>Sep 16 16:17:37 Ubuntu ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T11:30:16.015304+05:30\", \"rule\": {\"level\": 5, \"description\": \"GCP notice event with source IP 10.10.10.10 from europe-west1 with response code NXDOMAIN\", \"id\": \"65010\", \"firedtimes\": 2, \"mail\": true, \"groups\": [\"gcp\"]}, \"agent\": {\"id\": \"004\", \"name\": \"Ubuntu\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {}, \"data\": {\"integration\": \"gcp\", \"gcp\": {\"insertId\": \"uk1zpe23xcj\", \"jsonPayload\": {\"authAnswer\": \"true\", \"protocol\": \"UDP\", \"queryName\": \"41.212.95.203.in-addr.arpa\", \"queryType\": \"A\", \"responseCode\": \"NXDOMAIN\", \"sourceIP\": \"10.10.10.10\", \"vmInstanceId\": \"4980113928800839680.000000\", \"vmInstanceName\": \"531339229531.instance-1\"}, \"logName\": \"projects/wazuh-dev/logs/dns.googleapis.com%2Fdns_queries\", \"receiveTimestamp\": \"2019-11-11T02:42:05.05853152Z\", \"resource\": {\"labels\": {\"location\": \"us-central1\", \"project_id\": \"wazuh-test\", \"source_type\": \"gce-vm\", \"target_type\": \"external\"}, \"type\": \"dns_query\"}, \"severity\": \"CRITICAL\", \"timestamp\": \"2019-11-11T02:42:04.34921449Z\"}}, \"location\": \"\", \"GeoLocation\": {\"country_name\": \"Australia\", \"location\": {\"lat\": -33.8678513, \"lon\": 151.2073212}, \"region_name\": \"Sydney\", \"city_name\": \"Sydney\"}}"
+    result:
+      custom:
+        '@sampledata': true
+        GeoLocation:
+          city_name: "Sydney"
+          country_name: "Australia"
+          location:
+            lat: -33.8678513
+            lon: 151.2073212
+          region_name: "Sydney"
+        agent:
+          id: "004"
+          ip: "10.10.10.10"
+          name: "Ubuntu"
+        cluster:
+          name: "wazuh"
+        data:
+          gcp:
+            insertId: "uk1zpe23xcj"
+            jsonPayload:
+              authAnswer: "true"
+              protocol: "UDP"
+              queryName: "41.212.95.203.in-addr.arpa"
+              queryType: "A"
+              responseCode: "NXDOMAIN"
+              vmInstanceId: "4980113928800839680.000000"
+              vmInstanceName: "531339229531.instance-1"
+            logName: "projects/wazuh-dev/logs/dns.googleapis.com%2Fdns_queries"
+            receiveTimestamp: "2019-11-11T02:42:05.05853152Z"
+            resource:
+              labels:
+                location: "us-central1"
+                project_id: "wazuh-test"
+                source_type: "gce-vm"
+                target_type: "external"
+              type: "dns_query"
+            severity: "CRITICAL"
+            timestamp: "2019-11-11T02:42:04.34921449Z"
+          integration: "gcp"
+        id: "1580123327.49031"
+        location: ""
+        manager:
+          name: "ub20"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        rule:
+          description: "GCP notice event with source IP 10.10.10.10 from europe-west1 with response code NXDOMAIN"
+          firedtimes: 2
+          groups:
+          - "gcp"
+          id: "65010"
+          level: 5
+          mail: true
+        service: "wazuh-google-cloud"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "Ubuntu"
+        timestamp: "2024-09-17T11:30:16.015304+05:30"
+      message: "<132>Sep 16 16:17:37 Ubuntu ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T11:30:16.015304+05:30\", \"rule\": {\"level\": 5, \"description\": \"GCP notice event with source IP 10.10.10.10 from europe-west1 with response code NXDOMAIN\", \"id\": \"65010\", \"firedtimes\": 2, \"mail\": true, \"groups\": [\"gcp\"]}, \"agent\": {\"id\": \"004\", \"name\": \"Ubuntu\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {}, \"data\": {\"integration\": \"gcp\", \"gcp\": {\"insertId\": \"uk1zpe23xcj\", \"jsonPayload\": {\"authAnswer\": \"true\", \"protocol\": \"UDP\", \"queryName\": \"41.212.95.203.in-addr.arpa\", \"queryType\": \"A\", \"responseCode\": \"NXDOMAIN\", \"sourceIP\": \"10.10.10.10\", \"vmInstanceId\": \"4980113928800839680.000000\", \"vmInstanceName\": \"531339229531.instance-1\"}, \"logName\": \"projects/wazuh-dev/logs/dns.googleapis.com%2Fdns_queries\", \"receiveTimestamp\": \"2019-11-11T02:42:05.05853152Z\", \"resource\": {\"labels\": {\"location\": \"us-central1\", \"project_id\": \"wazuh-test\", \"source_type\": \"gce-vm\", \"target_type\": \"external\"}, \"type\": \"dns_query\"}, \"severity\": \"CRITICAL\", \"timestamp\": \"2019-11-11T02:42:04.34921449Z\"}}, \"location\": \"\", \"GeoLocation\": {\"country_name\": \"Australia\", \"location\": {\"lat\": -33.8678513, \"lon\": 151.2073212}, \"region_name\": \"Sydney\", \"city_name\": \"Sydney\"}}"
+      service: "wazuh-google-cloud"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726552816015
+  -
+    sample: "<132>Sep 17 12:09:39 ub20 ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T12:09:39.565041+05:30\", \"rule\": {\"level\": 3, \"description\": \"Office 365: Data Insights REST API events.\", \"id\": \"91580\", \"mail\": false, \"firedtimes\": 4, \"groups\": [\"office365\", \"DataInsightsRestApiAudit\", \"hipaa_164.312.b\", \"pci_dss_10.6.2\"]}, \"agent\": {\"id\": \"000\", \"ip\": \"10.10.10.10\", \"name\": \"ub20\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"integration\": \"Office365\", \"office365\": {\"CreationTime\": \"2024-08-29T20:06:43.482Z\", \"Id\": \"a0995136-91d8-4acf-8449-28c275ffb7e3\", \"Operation\": \"ValidaterbacAccessCheck\", \"OrganizationId\": \"ce013f05-a783-4186-9d85-5a14998b6111\", \"RecordType\": 52, \"UserKey\": \"d36253fb-24a1-481c-a199-f778534ccb5f\", \"UserType\": 0, \"Version\": 1, \"Workload\": \"SecurityComplianceCenter\", \"UserId\": \"frank@wazuh.com\", \"AadAppId\": \"d6fdaa33-e821-4211-83d0-cf74736489e1\", \"DataType\": \"rbacAccessCheck\", \"RelativeUrl\": \"/DataInsights/DataInsightsService.svc/validate/rbacAccessCheck?tenantid=0fea4e03-8146-453b-b889-54b4bd11565b\", \"ResultCount\": \"0\", \"Subscription\": \"Audit.General\", \"ResultStatus\": \"Failed\", \"ObjectId\": \"d14aa5cb-b070-42f8-8709-0f8afd942fc0\", \"ClientIP\": \"10.10.10.10\"}}, \"location\": \"office365\", \"GeoLocation\": {\"country_name\": \"England\", \"location\": {\"lat\": 51.5085297, \"lon\": -0.12574}, \"region_name\": \"London\", \"city_name\": \"London\"}}"
+    result:
+      custom:
+        '@sampledata': true
+        GeoLocation:
+          city_name: "London"
+          country_name: "England"
+          location:
+            lat: 51.5085297
+            lon: -0.12574
+          region_name: "London"
+        agent:
+          id: "000"
+          ip: "10.10.10.10"
+          name: "ub20"
+        cluster:
+          name: "wazuh"
+        data:
+          integration: "Office365"
+          office365:
+            AadAppId: "d6fdaa33-e821-4211-83d0-cf74736489e1"
+            CreationTime: "2024-08-29T20:06:43.482Z"
+            DataType: "rbacAccessCheck"
+            Id: "a0995136-91d8-4acf-8449-28c275ffb7e3"
+            ObjectId: "d14aa5cb-b070-42f8-8709-0f8afd942fc0"
+            Operation: "ValidaterbacAccessCheck"
+            OrganizationId: "ce013f05-a783-4186-9d85-5a14998b6111"
+            RecordType: 52
+            RelativeUrl: "/DataInsights/DataInsightsService.svc/validate/rbacAccessCheck?tenantid=0fea4e03-8146-453b-b889-54b4bd11565b"
+            ResultCount: "0"
+            ResultStatus: "Failed"
+            Subscription: "Audit.General"
+            UserKey: "d36253fb-24a1-481c-a199-f778534ccb5f"
+            UserType: 0
+            Version: 1
+            Workload: "SecurityComplianceCenter"
+        decoder:
+          name: "json"
+        id: "1580123327.49031"
+        location: "office365"
+        manager:
+          name: "ub20"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+        rule:
+          description: "Office 365: Data Insights REST API events."
+          firedtimes: 4
+          groups:
+          - "office365"
+          - "DataInsightsRestApiAudit"
+          - "hipaa_164.312.b"
+          - "pci_dss_10.6.2"
+          id: "91580"
+          level: 3
+          mail: false
+        service: "wazuh-office365"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-17T12:09:39.565041+05:30"
+        usr:
+          email: "frank@wazuh.com"
+      message: "<132>Sep 17 12:09:39 ub20 ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T12:09:39.565041+05:30\", \"rule\": {\"level\": 3, \"description\": \"Office 365: Data Insights REST API events.\", \"id\": \"91580\", \"mail\": false, \"firedtimes\": 4, \"groups\": [\"office365\", \"DataInsightsRestApiAudit\", \"hipaa_164.312.b\", \"pci_dss_10.6.2\"]}, \"agent\": {\"id\": \"000\", \"ip\": \"10.10.10.10\", \"name\": \"ub20\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {\"name\": \"json\"}, \"data\": {\"integration\": \"Office365\", \"office365\": {\"CreationTime\": \"2024-08-29T20:06:43.482Z\", \"Id\": \"a0995136-91d8-4acf-8449-28c275ffb7e3\", \"Operation\": \"ValidaterbacAccessCheck\", \"OrganizationId\": \"ce013f05-a783-4186-9d85-5a14998b6111\", \"RecordType\": 52, \"UserKey\": \"d36253fb-24a1-481c-a199-f778534ccb5f\", \"UserType\": 0, \"Version\": 1, \"Workload\": \"SecurityComplianceCenter\", \"UserId\": \"frank@wazuh.com\", \"AadAppId\": \"d6fdaa33-e821-4211-83d0-cf74736489e1\", \"DataType\": \"rbacAccessCheck\", \"RelativeUrl\": \"/DataInsights/DataInsightsService.svc/validate/rbacAccessCheck?tenantid=0fea4e03-8146-453b-b889-54b4bd11565b\", \"ResultCount\": \"0\", \"Subscription\": \"Audit.General\", \"ResultStatus\": \"Failed\", \"ObjectId\": \"d14aa5cb-b070-42f8-8709-0f8afd942fc0\", \"ClientIP\": \"10.10.10.10\"}}, \"location\": \"office365\", \"GeoLocation\": {\"country_name\": \"England\", \"location\": {\"lat\": 51.5085297, \"lon\": -0.12574}, \"region_name\": \"London\", \"city_name\": \"London\"}}"
+      service: "wazuh-office365"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726555179565
+  -
+    sample: "<132>Sep 17 12:37:36 Debian ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T12:37:36.093817+05:30\", \"rule\": {\"firedtimes\": 1, \"mail\": false, \"level\": 3, \"description\": \"Docker: Network bridge connected\", \"groups\": [\"docker\"], \"id\": \"87928\"}, \"agent\": {\"id\": \"007\", \"name\": \"Debian\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {}, \"data\": {\"integration\": \"docker\", \"docker\": {\"Action\": \"connect\", \"Type\": \"network\", \"Actor\": {\"Attributes\": {\"container\": \"4d193284273eda41a869c2ef22091d7e0492323b91d654f1bea09fcefde50c08\", \"name\": \"bridge\", \"type\": \"bridge\"}, \"ID\": \"128075e00d6a056b6454afaa183c3a2714f0307a848ee4dba0e095e0a29f086a\"}, \"scope\": \"local\", \"timeNano\": \"1587084599776133888.000000\", \"time\": \"1587084599\"}}, \"location\": \"\"}"
+    result:
+      custom:
+        '@sampledata': true
+        agent:
+          id: "007"
+          ip: "10.10.10.10"
+          name: "Debian"
+        cluster:
+          name: "wazuh"
+        data:
+          docker:
+            Action: "connect"
+            Actor:
+              Attributes:
+                container: "4d193284273eda41a869c2ef22091d7e0492323b91d654f1bea09fcefde50c08"
+                name: "bridge"
+                type: "bridge"
+              ID: "128075e00d6a056b6454afaa183c3a2714f0307a848ee4dba0e095e0a29f086a"
+            Type: "network"
+            scope: "local"
+            time: "1587084599"
+            timeNano: "1587084599776133888.000000"
+          integration: "docker"
+        id: "1580123327.49031"
+        location: ""
+        manager:
+          name: "ub20"
+        rule:
+          description: "Docker: Network bridge connected"
+          firedtimes: 1
+          groups:
+          - "docker"
+          id: "87928"
+          level: 3
+          mail: false
+        service: "wazuh-docker"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "Debian"
+        timestamp: "2024-09-17T12:37:36.093817+05:30"
+      message: "<132>Sep 17 12:37:36 Debian ossec: {\"@sampledata\": true, \"timestamp\": \"2024-09-17T12:37:36.093817+05:30\", \"rule\": {\"firedtimes\": 1, \"mail\": false, \"level\": 3, \"description\": \"Docker: Network bridge connected\", \"groups\": [\"docker\"], \"id\": \"87928\"}, \"agent\": {\"id\": \"007\", \"name\": \"Debian\", \"ip\": \"10.10.10.10\"}, \"manager\": {\"name\": \"ub20\"}, \"cluster\": {\"name\": \"wazuh\"}, \"id\": \"1580123327.49031\", \"predecoder\": {}, \"decoder\": {}, \"data\": {\"integration\": \"docker\", \"docker\": {\"Action\": \"connect\", \"Type\": \"network\", \"Actor\": {\"Attributes\": {\"container\": \"4d193284273eda41a869c2ef22091d7e0492323b91d654f1bea09fcefde50c08\", \"name\": \"bridge\", \"type\": \"bridge\"}, \"ID\": \"128075e00d6a056b6454afaa183c3a2714f0307a848ee4dba0e095e0a29f086a\"}, \"scope\": \"local\", \"timeNano\": \"1587084599776133888.000000\", \"time\": \"1587084599\"}}, \"location\": \"\"}"
+      service: "wazuh-docker"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726556856093
+  -
+    sample: "<132>Sep 18 14:53:16 ub20 ossec: {\"timestamp\":\"2024-09-18T14:53:16.251+0530\",\"rule\":{\"level\":7,\"description\":\"SCA summary: CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0: Score less than 50% (33)\",\"id\":\"19004\",\"firedtimes\":1,\"mail\":false,\"groups\":[\"sca\"],\"gdpr\":[\"IV_35.7.d\"],\"pci_dss\":[\"2.2\"],\"nist_800_53\":[\"CM.1\"],\"tsc\":[\"CC7.1\",\"CC7.2\"]},\"agent\":{\"id\":\"005\",\"name\":\"DESKTOP-C1V1PSE\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726651396.585956\",\"decoder\":{\"name\":\"sca\"},\"data\":{\"sca\":{\"type\":\"summary\",\"scan_id\":\"245628523\",\"policy\":\"CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0\",\"description\":\"This document provides prescriptive guidance for establishing a secure configuration posture for Microsoft Windows 10 Enterprise.\",\"policy_id\":\"cis_win10_enterprise\",\"passed\":\"131\",\"failed\":\"258\",\"invalid\":\"5\",\"total_checks\":\"394\",\"score\":\"33\",\"file\":\"cis_win10_enterprise.yml\"}},\"location\":\"sca\"}"
+    result:
+      custom:
+        agent:
+          id: "005"
+          ip: "10.10.10.10"
+          name: "DESKTOP-C1V1PSE"
+        data:
+          sca:
+            description: "This document provides prescriptive guidance for establishing a secure configuration posture for Microsoft Windows 10 Enterprise."
+            failed: "258"
+            file: "cis_win10_enterprise.yml"
+            invalid: "5"
+            passed: "131"
+            policy: "CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0"
+            policy_id: "cis_win10_enterprise"
+            scan_id: "245628523"
+            score: "33"
+            total_checks: "394"
+            type: "summary"
+        decoder:
+          name: "sca"
+        id: "1726651396.585956"
+        location: "sca"
+        manager:
+          name: "ub20"
+        rule:
+          description: "SCA summary: CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0: Score less than 50% (33)"
+          firedtimes: 1
+          gdpr:
+          - "IV_35.7.d"
+          groups:
+          - "sca"
+          id: "19004"
+          level: 7
+          mail: false
+          nist_800_53:
+          - "CM.1"
+          pci_dss:
+          - "2.2"
+          tsc:
+          - "CC7.1"
+          - "CC7.2"
+        service: "other"
+        status: "warning"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-18T14:53:16.251+0530"
+      message: "<132>Sep 18 14:53:16 ub20 ossec: {\"timestamp\":\"2024-09-18T14:53:16.251+0530\",\"rule\":{\"level\":7,\"description\":\"SCA summary: CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0: Score less than 50% (33)\",\"id\":\"19004\",\"firedtimes\":1,\"mail\":false,\"groups\":[\"sca\"],\"gdpr\":[\"IV_35.7.d\"],\"pci_dss\":[\"2.2\"],\"nist_800_53\":[\"CM.1\"],\"tsc\":[\"CC7.1\",\"CC7.2\"]},\"agent\":{\"id\":\"005\",\"name\":\"DESKTOP-C1V1PSE\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726651396.585956\",\"decoder\":{\"name\":\"sca\"},\"data\":{\"sca\":{\"type\":\"summary\",\"scan_id\":\"245628523\",\"policy\":\"CIS Microsoft Windows 10 Enterprise Benchmark v1.12.0\",\"description\":\"This document provides prescriptive guidance for establishing a secure configuration posture for Microsoft Windows 10 Enterprise.\",\"policy_id\":\"cis_win10_enterprise\",\"passed\":\"131\",\"failed\":\"258\",\"invalid\":\"5\",\"total_checks\":\"394\",\"score\":\"33\",\"file\":\"cis_win10_enterprise.yml\"}},\"location\":\"sca\"}"
+      service: "other"
+      status: "warn"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726651396251
+  -
+    sample: "<132>Sep 18 15:31:44 ub20 ossec: {\"timestamp\":\"2024-09-18T15:31:44.788+0530\",\"rule\":{\"level\":5,\"description\":\"sshd: authentication failed.\",\"id\":\"5760\",\"mitre\":{\"id\":[\"T1110.001\",\"T1021.004\"],\"tactic\":[\"Credential Access\",\"Lateral Movement\"],\"technique\":[\"Password Guessing\",\"SSH\"]},\"firedtimes\":2,\"mail\":false,\"groups\":[\"syslog\",\"sshd\",\"authentication_failed\"],\"gdpr\":[\"IV_35.7.d\",\"IV_32.2\"],\"gpg13\":[\"7.1\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.14\",\"AC.7\"],\"pci_dss\":[\"10.2.4\",\"10.2.5\"],\"tsc\":[\"CC6.1\",\"CC6.8\",\"CC7.2\",\"CC7.3\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726653704.812551\",\"full_log\":\"Sep 18 15:31:43 co7 sshd[28830]: Failed password for devuser from 10.10.10.10 port 57137 ssh2\",\"predecoder\":{\"program_name\":\"sshd\",\"timestamp\":\"Sep 18 15:31:43\",\"hostname\":\"co7\"},\"decoder\":{\"parent\":\"sshd\",\"name\":\"sshd\"},\"data\":{\"srcip\":\"10.10.10.10\",\"srcport\":\"57137\",\"dstuser\":\"devuser\"},\"location\":\"/var/log/secure\"}"
+    result:
+      custom:
+        agent:
+          id: "010"
+          ip: "10.10.10.10"
+          name: "co7"
+        data:
+          dstuser: "devuser"
+        decoder:
+          name: "sshd"
+          parent: "sshd"
+        full_log: "Sep 18 15:31:43 co7 sshd[28830]: Failed password for devuser from 10.10.10.10 port 57137 ssh2"
+        id: "1726653704.812551"
+        location: "/var/log/secure"
+        manager:
+          name: "ub20"
+        network:
+          client:
+            geoip: {}
+            ip: "10.10.10.10"
+            port: "57137"
+        predecoder:
+          hostname: "co7"
+          program_name: "sshd"
+          timestamp: "Sep 18 15:31:43"
+        rule:
+          description: "sshd: authentication failed."
+          firedtimes: 2
+          gdpr:
+          - "IV_35.7.d"
+          - "IV_32.2"
+          gpg13:
+          - "7.1"
+          groups:
+          - "syslog"
+          - "sshd"
+          - "authentication_failed"
+          hipaa:
+          - "164.312.b"
+          id: "5760"
+          level: 5
+          mail: false
+          mitre:
+            id:
+            - "T1110.001"
+            - "T1021.004"
+            tactic:
+            - "Credential Access"
+            - "Lateral Movement"
+            technique:
+            - "Password Guessing"
+            - "SSH"
+          nist_800_53:
+          - "AU.14"
+          - "AC.7"
+          pci_dss:
+          - "10.2.4"
+          - "10.2.5"
+          tsc:
+          - "CC6.1"
+          - "CC6.8"
+          - "CC7.2"
+          - "CC7.3"
+        service: "system"
+        status: "information"
+        syslog:
+          appname: "ossec"
+          hostname: "ub20"
+        timestamp: "2024-09-18T15:31:44.788+0530"
+      message: "<132>Sep 18 15:31:44 ub20 ossec: {\"timestamp\":\"2024-09-18T15:31:44.788+0530\",\"rule\":{\"level\":5,\"description\":\"sshd: authentication failed.\",\"id\":\"5760\",\"mitre\":{\"id\":[\"T1110.001\",\"T1021.004\"],\"tactic\":[\"Credential Access\",\"Lateral Movement\"],\"technique\":[\"Password Guessing\",\"SSH\"]},\"firedtimes\":2,\"mail\":false,\"groups\":[\"syslog\",\"sshd\",\"authentication_failed\"],\"gdpr\":[\"IV_35.7.d\",\"IV_32.2\"],\"gpg13\":[\"7.1\"],\"hipaa\":[\"164.312.b\"],\"nist_800_53\":[\"AU.14\",\"AC.7\"],\"pci_dss\":[\"10.2.4\",\"10.2.5\"],\"tsc\":[\"CC6.1\",\"CC6.8\",\"CC7.2\",\"CC7.3\"]},\"agent\":{\"id\":\"010\",\"name\":\"co7\",\"ip\":\"10.10.10.10\"},\"manager\":{\"name\":\"ub20\"},\"id\":\"1726653704.812551\",\"full_log\":\"Sep 18 15:31:43 co7 sshd[28830]: Failed password for devuser from 10.10.10.10 port 57137 ssh2\",\"predecoder\":{\"program_name\":\"sshd\",\"timestamp\":\"Sep 18 15:31:43\",\"hostname\":\"co7\"},\"decoder\":{\"parent\":\"sshd\",\"name\":\"sshd\"},\"data\":{\"srcip\":\"10.10.10.10\",\"srcport\":\"57137\",\"dstuser\":\"devuser\"},\"location\":\"/var/log/secure\"}"
+      service: "system"
+      status: "info"
+      tags:
+      - "source:LOGS_SOURCE"
+      timestamp: 1726653704788
diff --git a/wazuh/assets/service_checks.json b/wazuh/assets/service_checks.json
new file mode 100644
index 0000000000000..fe51488c7066f
--- /dev/null
+++ b/wazuh/assets/service_checks.json
@@ -0,0 +1 @@
+[]
diff --git a/wazuh/assets/wazuh.svg b/wazuh/assets/wazuh.svg
new file mode 100644
index 0000000000000..4be537e5b4009
--- /dev/null
+++ b/wazuh/assets/wazuh.svg
@@ -0,0 +1,25 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 26.0.3, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Capa_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 2687.1 1080" style="enable-background:new 0 0 2687.1 1080;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill:#3585F9;}
+</style>
+<g>
+	<polygon points="693.8,630.2 631,425.7 581.3,425.7 518.5,630.2 456,425.7 399,425.7 490,723.7 536.2,723.7 606,508.1 675.7,723.7 
+		722,723.7 813,425.7 756.2,425.7 	"/>
+	<polygon points="1217.1,477.4 1370.5,477.4 1201.6,714.5 1201.6,723.7 1453.9,723.7 1453.9,672 1293.5,672 1462.2,435.2 
+		1462.2,425.7 1217.1,425.7 	"/>
+	<path d="M1086.8,457.4c-25.7-26.6-60.5-40.6-101.4-40.6c-86.9,0-152.2,68.2-152.2,158.5s65.3,158.5,152.2,158.5
+		c40.9,0,75.8-13.9,101.4-40.3v33.6h58.3V422.9h-58.3V457.4z M991.4,678.7c-57.4,0-98.9-43.4-98.9-103.7
+		c0-59.9,41.5-103.3,98.9-103.3c57.1,0,98.6,43.4,98.6,103.3C1090,634.9,1048.5,678.7,991.4,678.7z"/>
+	<path d="M1733.8,594.4c0,53.6-29.5,84-80.8,84s-81.1-30.7-81.1-84V422.9h-58.3v176.2c0,99.2,75.1,134.4,139.5,134.4
+		c64,0,139.2-35.2,139.2-134.4V422.9h-58.3V594.4z"/>
+	<path d="M2129.4,526.2c-1.6-12-4.8-24.4-9.5-37.1c-4.4-12.7-11.4-24.4-20-35.2c-8.9-10.8-20-19.3-33.9-26
+		c-13.9-6.7-31.4-9.8-52-9.8c-26.9,0-49.8,5.7-68.8,17.4c-11.7,7-21.6,15.8-29.8,26.3V346.2h-51.4V724h58.3V568.7
+		c0-17.8,1.9-32.6,6-45c4.1-12.4,9.5-22.2,16.2-29.8c7-7.6,14.9-13,24.1-16.5c9.2-3.5,19-5.1,29.2-5.1c15.8,0,28.5,3.2,38.4,9.5
+		c9.8,6.3,17.4,14.9,22.8,25.4s9.2,21.9,11.1,33.9c1.9,12.4,2.9,24.1,2.9,35.8v146.4h58.3V557.9C2132,549,2131.3,538.3,2129.4,526.2
+		z"/>
+	<circle class="st0" cx="2243.2" cy="682.8" r="46.9"/>
+</g>
+</svg>
diff --git a/wazuh/datadog_checks/__init__.py b/wazuh/datadog_checks/__init__.py
new file mode 100644
index 0000000000000..1517d901c0aae
--- /dev/null
+++ b/wazuh/datadog_checks/__init__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__path__ = __import__('pkgutil').extend_path(__path__, __name__)  # type: ignore
diff --git a/wazuh/datadog_checks/wazuh/__about__.py b/wazuh/datadog_checks/wazuh/__about__.py
new file mode 100644
index 0000000000000..acbfd1c866b84
--- /dev/null
+++ b/wazuh/datadog_checks/wazuh/__about__.py
@@ -0,0 +1,4 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+__version__ = '1.0.0'
diff --git a/wazuh/datadog_checks/wazuh/__init__.py b/wazuh/datadog_checks/wazuh/__init__.py
new file mode 100644
index 0000000000000..e3e1909cdf383
--- /dev/null
+++ b/wazuh/datadog_checks/wazuh/__init__.py
@@ -0,0 +1,6 @@
+# (C) Datadog, Inc. 2024-present
+# All rights reserved
+# Licensed under a 3-clause BSD style license (see LICENSE)
+from .__about__ import __version__
+
+__all__ = ['__version__']
diff --git a/wazuh/datadog_checks/wazuh/data/conf.yaml.example b/wazuh/datadog_checks/wazuh/data/conf.yaml.example
new file mode 100644
index 0000000000000..f6801265fd70f
--- /dev/null
+++ b/wazuh/datadog_checks/wazuh/data/conf.yaml.example
@@ -0,0 +1,20 @@
+## Log Section
+##
+## type - required - Type of log input source (tcp / udp / file / windows_event).
+## port / path / channel_path - required - Set port if type is tcp or udp.
+##                                         Set path if type is file.
+##                                         Set channel_path if type is windows_event.
+## source  - required - Attribute that defines which integration sent the logs.
+## encoding - optional - For file specifies the file encoding. Default is utf-8. Other
+##                       possible values are utf-16-le and utf-16-be.
+## service - optional - The name of the service that generates the log.
+##                      Overrides any `service` defined in the `init_config` section.
+## tags - optional - Add tags to the collected logs.
+##
+## Discover Datadog log collection: https://docs.datadoghq.com/logs/log_collection/
+#
+# logs:
+#   - type: udp
+#     port: <PORT>
+#     source: wazuh
+#     service: wazuh
diff --git a/wazuh/images/wazuh-cloud-security.png b/wazuh/images/wazuh-cloud-security.png
new file mode 100644
index 0000000000000..9bda3f3a700aa
Binary files /dev/null and b/wazuh/images/wazuh-cloud-security.png differ
diff --git a/wazuh/images/wazuh-file-integrity-monitoring.png b/wazuh/images/wazuh-file-integrity-monitoring.png
new file mode 100644
index 0000000000000..410dd468aaa16
Binary files /dev/null and b/wazuh/images/wazuh-file-integrity-monitoring.png differ
diff --git a/wazuh/images/wazuh-malware-detection.png b/wazuh/images/wazuh-malware-detection.png
new file mode 100644
index 0000000000000..18ef63b1b2474
Binary files /dev/null and b/wazuh/images/wazuh-malware-detection.png differ
diff --git a/wazuh/images/wazuh-mitre-attack.png b/wazuh/images/wazuh-mitre-attack.png
new file mode 100644
index 0000000000000..1b5e6137245fa
Binary files /dev/null and b/wazuh/images/wazuh-mitre-attack.png differ
diff --git a/wazuh/images/wazuh-overview.png b/wazuh/images/wazuh-overview.png
new file mode 100644
index 0000000000000..0fffffbc2f09c
Binary files /dev/null and b/wazuh/images/wazuh-overview.png differ
diff --git a/wazuh/images/wazuh-security-operations.png b/wazuh/images/wazuh-security-operations.png
new file mode 100644
index 0000000000000..7ccd56f75e6db
Binary files /dev/null and b/wazuh/images/wazuh-security-operations.png differ
diff --git a/wazuh/images/wazuh-system.png b/wazuh/images/wazuh-system.png
new file mode 100644
index 0000000000000..0a9c1fe6589c3
Binary files /dev/null and b/wazuh/images/wazuh-system.png differ
diff --git a/wazuh/images/wazuh-vulnerability-detection.png b/wazuh/images/wazuh-vulnerability-detection.png
new file mode 100644
index 0000000000000..2ef58ef7a1564
Binary files /dev/null and b/wazuh/images/wazuh-vulnerability-detection.png differ
diff --git a/wazuh/manifest.json b/wazuh/manifest.json
new file mode 100644
index 0000000000000..94b6603820363
--- /dev/null
+++ b/wazuh/manifest.json
@@ -0,0 +1,101 @@
+{
+  "manifest_version": "2.0.0",
+  "app_uuid": "5b1e3f2f-419d-4d9d-bb00-002b58e28835",
+  "app_id": "wazuh",
+  "display_on_public_website": true,
+  "tile": {
+    "overview": "README.md#Overview",
+    "configuration": "README.md#Setup",
+    "support": "README.md#Support",
+    "changelog": "CHANGELOG.md",
+    "description": "Gain insights into the Wazuh alerts.",
+    "title": "Wazuh",
+    "media": [
+      {
+        "caption": "Wazuh - Cloud Security",
+        "image_url": "images/wazuh-cloud-security.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - File Integrity Monitoring",
+        "image_url": "images/wazuh-file-integrity-monitoring.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - Malware Detection",
+        "image_url": "images/wazuh-malware-detection.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - MITRE ATT&CK",
+        "image_url": "images/wazuh-mitre-attack.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - Overview",
+        "image_url": "images/wazuh-overview.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - Security Operations",
+        "image_url": "images/wazuh-security-operations.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - System",
+        "image_url": "images/wazuh-system.png",
+        "media_type": "image"
+      },
+      {
+        "caption": "Wazuh - Vulnerability Detection",
+        "image_url": "images/wazuh-vulnerability-detection.png",
+        "media_type": "image"
+      }
+    ],
+    "classifier_tags": [
+      "Supported OS::Linux",
+      "Supported OS::Windows",
+      "Supported OS::macOS",
+      "Category::Alerting",
+      "Category::Log Collection",
+      "Category::Security",
+      "Offering::Integration",
+      "Submitted Data Type::Logs"
+    ]
+  },
+  "assets": {
+    "integration": {
+      "auto_install": true,
+      "source_type_id": 26101213,
+      "source_type_name": "Wazuh",
+      "configuration": {
+        "spec": "assets/configuration/spec.yaml"
+      },
+      "events": {
+        "creates_events": false
+      },
+      "service_checks": {
+        "metadata_path": "assets/service_checks.json"
+      }
+    },
+    "dashboards": {
+      "Wazuh - Overview": "assets/dashboards/wazuh_overview.json",
+      "Wazuh - File Integrity Monitoring": "assets/dashboards/wazuh_file_integrity_monitoring.json",
+      "Wazuh - Malware Detection": "assets/dashboards/wazuh_malware_detection.json",
+      "Wazuh - MITRE ATT&CK": "assets/dashboards/wazuh_MITRE_ATT&CK.json",
+      "Wazuh - Security Operations": "assets/dashboards/wazuh_security_operations.json",
+      "Wazuh - System": "assets/dashboards/wazuh_system.json",
+      "Wazuh - Vulnerability Detection": "assets/dashboards/wazuh_vulnerability_detection.json",
+      "Wazuh - Cloud Security": "assets/dashboards/wazuh_cloud_security.json"
+    },
+    "logs": {
+      "source": "wazuh"
+    }
+  },
+  "author": {
+    "support_email": "help@datadoghq.com",
+    "name": "Datadog",
+    "homepage": "https://www.datadoghq.com",
+    "sales_email": "info@datadoghq.com"
+  }
+}
\ No newline at end of file
diff --git a/wazuh/pyproject.toml b/wazuh/pyproject.toml
new file mode 100644
index 0000000000000..7356d30e21a67
--- /dev/null
+++ b/wazuh/pyproject.toml
@@ -0,0 +1,59 @@
+[build-system]
+requires = [
+    "hatchling>=0.13.0",
+]
+build-backend = "hatchling.build"
+
+[project]
+name = "datadog-wazuh"
+description = "The wazuh check"
+readme = "README.md"
+license = "BSD-3-Clause"
+keywords = [
+    "datadog",
+    "datadog agent",
+    "datadog check",
+    "wazuh",
+]
+authors = [
+    { name = "Datadog", email = "packages@datadoghq.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Private :: Do Not Upload",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: System :: Monitoring",
+]
+dependencies = [
+    "datadog-checks-base>=4.2.0",
+]
+dynamic = [
+    "version",
+]
+
+[project.optional-dependencies]
+deps = []
+
+[project.urls]
+Source = "https://github.com/DataDog/integrations-core"
+
+[tool.hatch.version]
+path = "datadog_checks/wazuh/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/datadog_checks",
+    "/tests",
+    "/manifest.json",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/datadog_checks/wazuh",
+]
+dev-mode-dirs = [
+    ".",
+]
diff --git a/weaviate/CHANGELOG.md b/weaviate/CHANGELOG.md
index bed545d56b99e..fbca1fbe70130 100644
--- a/weaviate/CHANGELOG.md
+++ b/weaviate/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.3.3 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/weaviate/changelog.d/18207.added b/weaviate/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/weaviate/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/weaviate/changelog.d/18617.fixed b/weaviate/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/weaviate/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/weaviate/datadog_checks/weaviate/__about__.py b/weaviate/datadog_checks/weaviate/__about__.py
index 9d7317788718b..de4e5b0983497 100644
--- a/weaviate/datadog_checks/weaviate/__about__.py
+++ b/weaviate/datadog_checks/weaviate/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2023-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/weblogic/CHANGELOG.md b/weblogic/CHANGELOG.md
index 496ca633dcb51..ba1249c1d43a6 100644
--- a/weblogic/CHANGELOG.md
+++ b/weblogic/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.3.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/weblogic/changelog.d/18207.added b/weblogic/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/weblogic/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/weblogic/changelog.d/18580.removed b/weblogic/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/weblogic/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/weblogic/changelog.d/18617.fixed b/weblogic/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/weblogic/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/weblogic/datadog_checks/weblogic/__about__.py b/weblogic/datadog_checks/weblogic/__about__.py
index a16255352ee20..0791a0b0a54f2 100644
--- a/weblogic/datadog_checks/weblogic/__about__.py
+++ b/weblogic/datadog_checks/weblogic/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/win32_event_log/CHANGELOG.md b/win32_event_log/CHANGELOG.md
index 8d7ea29763cd3..e57801dc172c0 100644
--- a/win32_event_log/CHANGELOG.md
+++ b/win32_event_log/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 4.0.0 / 2024-10-01
+## 5.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 4.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 3.3.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/win32_event_log/README.md b/win32_event_log/README.md
index 5320e0f588073..d8645c6908664 100644
--- a/win32_event_log/README.md
+++ b/win32_event_log/README.md
@@ -540,6 +540,7 @@ Additional helpful documentation, links, and articles:
 - [How to collect Windows Server 2012 metrics][10]
 - [Monitoring Windows Server 2012 with Datadog][11]
 - [Monitor Windows event logs with Datadog][27]
+- [Monitor your Windows event logs with Datadog Cloud SIEM][33]]
 
 [1]: https://app.datadoghq.com/account/settings/agent/latest?platform=windows
 [2]: https://docs.datadoghq.com/agent/guide/agent-configuration-files/#agent-configuration-directory
@@ -572,3 +573,4 @@ Additional helpful documentation, links, and articles:
 [30]: https://github.com/DataDog/datadog-agent/blob/main/cmd/agent/dist/conf.d/win32_event_log.d/profiles/dd_security_events_low.yaml.example
 [31]: https://github.com/DataDog/datadog-agent/blob/main/cmd/agent/dist/conf.d/win32_event_log.d/profiles/dd_security_events_high.yaml.example
 [32]: https://app.datadoghq.com/integrations?integrationId=event-viewer
+[33]: https://www.datadoghq.com/blog/datadog-cloud-siem-windows-event-logs/
diff --git a/win32_event_log/changelog.d/18207.added b/win32_event_log/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/win32_event_log/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/win32_event_log/changelog.d/18580.removed b/win32_event_log/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/win32_event_log/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/win32_event_log/changelog.d/18617.fixed b/win32_event_log/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/win32_event_log/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/win32_event_log/datadog_checks/win32_event_log/__about__.py b/win32_event_log/datadog_checks/win32_event_log/__about__.py
index c25988b9e6d8b..d2601db5d5cc0 100644
--- a/win32_event_log/datadog_checks/win32_event_log/__about__.py
+++ b/win32_event_log/datadog_checks/win32_event_log/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '4.0.0'
+__version__ = '5.0.0'
diff --git a/win32_event_log/manifest.json b/win32_event_log/manifest.json
index 8ab60732215bd..79d40cbd8f2f2 100644
--- a/win32_event_log/manifest.json
+++ b/win32_event_log/manifest.json
@@ -38,6 +38,10 @@
       {
         "resource_type": "blog",
         "url": "https://www.datadoghq.com/blog/monitor-windows-event-logs-with-datadog/"
+      },
+      {
+        "resource_type": "blog",
+        "url": "https://www.datadoghq.com/blog/datadog-cloud-siem-windows-event-logs/"
       }
     ]
   },
diff --git a/wincrashdetect/manifest.json b/wincrashdetect/manifest.json
index 681efef23fd89..06c1d13dc6ce1 100644
--- a/wincrashdetect/manifest.json
+++ b/wincrashdetect/manifest.json
@@ -14,7 +14,18 @@
     "classifier_tags": [
       "Supported OS::Windows",
       "Category::OS & System",
+      "Category::Windows",
       "Offering::Integration"
+    ], 
+    "resources": [
+      {
+        "resource_type": "documentation",
+        "url": "https://docs.datadoghq.com/integrations/wincrashdetect/"
+      },
+      {
+        "resource_type": "blog",
+        "url": "https://www.datadoghq.com/blog/troubleshoot-windows-blue-screen-errors/"
+      }
     ]
   },
   "author": {
diff --git a/windows_performance_counters/CHANGELOG.md b/windows_performance_counters/CHANGELOG.md
index dd522b8c4fa73..01412a9a3ac45 100644
--- a/windows_performance_counters/CHANGELOG.md
+++ b/windows_performance_counters/CHANGELOG.md
@@ -2,12 +2,22 @@
 
 <!-- towncrier release notes start -->
 
-## 3.0.0 / 2024-10-01
+## 3.1.0 / 2024-10-04 / Agent 7.59.0
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 3.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 2.1.1 / 2024-07-05 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/windows_performance_counters/changelog.d/18207.added b/windows_performance_counters/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/windows_performance_counters/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/windows_performance_counters/changelog.d/18617.fixed b/windows_performance_counters/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/windows_performance_counters/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/windows_performance_counters/datadog_checks/windows_performance_counters/__about__.py b/windows_performance_counters/datadog_checks/windows_performance_counters/__about__.py
index 0791a0b0a54f2..43263eeb65eed 100644
--- a/windows_performance_counters/datadog_checks/windows_performance_counters/__about__.py
+++ b/windows_performance_counters/datadog_checks/windows_performance_counters/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2021-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = '3.0.0'
+__version__ = '3.1.0'
diff --git a/windows_service/CHANGELOG.md b/windows_service/CHANGELOG.md
index 58ad9d7b884d5..70cc272a044ff 100644
--- a/windows_service/CHANGELOG.md
+++ b/windows_service/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.9.1 / 2024-07-05 / Agent 7.56.0
 
 ***Fixed***:
diff --git a/windows_service/README.md b/windows_service/README.md
index b7431301f7e47..3e1ebad4a6ad1 100644
--- a/windows_service/README.md
+++ b/windows_service/README.md
@@ -8,7 +8,7 @@ This check monitors the state of any Windows Service and submits a service check
 
 ### Installation
 
-The Windows Service check is included in the [Datadog Agent][1] package, so you don't need to install anything else on your Windows hosts.
+The Windows Service check is installed by default with the [Datadog Agent][1], but is not configured. Please see the next section to configure the check.
 
 ### Configuration
 
@@ -136,3 +136,4 @@ If the service is present in the output, permissions are the issue. To give the
 [15]: https://docs.datadoghq.com/agent/guide/windows-agent-ddagent-user/
 [16]: https://learn.microsoft.com/en-US/troubleshoot/windows-server/group-policy/configure-group-policies-set-security
 [17]: https://learn.microsoft.com/en-us/windows/win32/services/service-trigger-events
+[18]: https://app.datadoghq.com/integrations/windows-service?search=windows%20service
diff --git a/windows_service/changelog.d/18207.added b/windows_service/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/windows_service/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/windows_service/changelog.d/18580.removed b/windows_service/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/windows_service/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/windows_service/changelog.d/18617.fixed b/windows_service/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/windows_service/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/windows_service/datadog_checks/windows_service/__about__.py b/windows_service/datadog_checks/windows_service/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/windows_service/datadog_checks/windows_service/__about__.py
+++ b/windows_service/datadog_checks/windows_service/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'
diff --git a/wmi_check/CHANGELOG.md b/wmi_check/CHANGELOG.md
index cf9b2fc2af67f..882aa52fca4c8 100644
--- a/wmi_check/CHANGELOG.md
+++ b/wmi_check/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 2.0.0 / 2024-10-01
+## 3.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 2.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 1.18.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/wmi_check/changelog.d/18207.added b/wmi_check/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/wmi_check/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/wmi_check/changelog.d/18580.removed b/wmi_check/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/wmi_check/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/wmi_check/changelog.d/18617.fixed b/wmi_check/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/wmi_check/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/wmi_check/datadog_checks/wmi_check/__about__.py b/wmi_check/datadog_checks/wmi_check/__about__.py
index 0e2ebd5e4631b..09adcddf171c4 100644
--- a/wmi_check/datadog_checks/wmi_check/__about__.py
+++ b/wmi_check/datadog_checks/wmi_check/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '2.0.0'
+__version__ = '3.0.0'
diff --git a/yarn/CHANGELOG.md b/yarn/CHANGELOG.md
index df985aff4b383..dc1602300edc8 100644
--- a/yarn/CHANGELOG.md
+++ b/yarn/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 6.0.0 / 2024-10-01
+## 7.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 6.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 5.3.1 / 2024-05-31 / Agent 7.55.0
 
 ***Fixed***:
diff --git a/yarn/changelog.d/18207.added b/yarn/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/yarn/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/yarn/changelog.d/18580.removed b/yarn/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/yarn/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/yarn/changelog.d/18617.fixed b/yarn/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/yarn/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/yarn/datadog_checks/yarn/__about__.py b/yarn/datadog_checks/yarn/__about__.py
index 226921537e53d..fa5134955f61c 100644
--- a/yarn/datadog_checks/yarn/__about__.py
+++ b/yarn/datadog_checks/yarn/__about__.py
@@ -1,4 +1,4 @@
 # (C) Datadog, Inc. 2018-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
-__version__ = "6.0.0"
+__version__ = "7.0.0"
diff --git a/yarn/tests/test_integration.py b/yarn/tests/test_integration.py
index d67e0ef3c63c8..b58a2bb200cd8 100644
--- a/yarn/tests/test_integration.py
+++ b/yarn/tests/test_integration.py
@@ -1,10 +1,12 @@
 # (C) Datadog, Inc. 2019-present
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
+import os
 
 import pytest
 
 from datadog_checks.base import AgentCheck
+from datadog_checks.yarn import YarnCheck
 
 from . import common
 
@@ -30,3 +32,25 @@ def assert_check(aggregator):
         aggregator.assert_metric_has_tag(metric, common.LEGACY_CLUSTER_TAG)
 
     aggregator.assert_all_metrics_covered()
+
+
+@pytest.mark.integration
+def test_metadata(aggregator, instance, datadog_agent):
+    check = YarnCheck("yarn", {}, [instance])
+    check.check_id = "test:123"
+
+    check.check(instance)
+
+    raw_version = os.getenv("YARN_VERSION")
+
+    major, minor, patch = raw_version.split(".")
+
+    version_metadata = {
+        "version.scheme": "semver",
+        "version.major": major,
+        "version.minor": minor,
+        "version.patch": patch,
+        "version.raw": raw_version,
+    }
+
+    datadog_agent.assert_metadata("test:123", version_metadata)
diff --git a/yarn/tests/test_yarn.py b/yarn/tests/test_yarn.py
index 11eee87969ded..0ff1a36ccc18c 100644
--- a/yarn/tests/test_yarn.py
+++ b/yarn/tests/test_yarn.py
@@ -2,7 +2,6 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 import copy
-import os
 import re
 
 import pytest
@@ -300,27 +299,6 @@ def test_ssl_verification(aggregator, mocked_bad_cert_request):
     )
 
 
-def test_metadata(aggregator, instance, datadog_agent):
-    check = YarnCheck("yarn", {}, [instance])
-    check.check_id = "test:123"
-
-    check.check(instance)
-
-    raw_version = os.getenv("YARN_VERSION")
-
-    major, minor, patch = raw_version.split(".")
-
-    version_metadata = {
-        "version.scheme": "semver",
-        "version.major": major,
-        "version.minor": minor,
-        "version.patch": patch,
-        "version.raw": raw_version,
-    }
-
-    datadog_agent.assert_metadata("test:123", version_metadata)
-
-
 def test_collect_apps_all_states(dd_run_check, aggregator, mocked_request):
     instance = YARN_COLLECT_APPS_ALL_STATES_CONFIG['instances'][0]
     yarn = YarnCheck('yarn', {}, [instance])
diff --git a/zk/CHANGELOG.md b/zk/CHANGELOG.md
index 5aa6b85d2a03f..0b4151d47cb70 100644
--- a/zk/CHANGELOG.md
+++ b/zk/CHANGELOG.md
@@ -2,12 +2,26 @@
 
 <!-- towncrier release notes start -->
 
-## 5.0.0 / 2024-10-01
+## 6.0.0 / 2024-10-04 / Agent 7.59.0
+
+***Removed***:
+
+* Remove support for Python 2. ([#18580](https://github.com/DataDog/integrations-core/pull/18580))
+
+***Fixed***:
+
+* Bump the version of datadog-checks-base to 37.0.0 ([#18617](https://github.com/DataDog/integrations-core/pull/18617))
+
+## 5.0.0 / 2024-10-01 / Agent 7.58.0
 
 ***Changed***:
 
 * Bump minimum version of base check ([#18733](https://github.com/DataDog/integrations-core/pull/18733))
 
+***Added***:
+
+* Bump the python version from 3.11 to 3.12 ([#18212](https://github.com/DataDog/integrations-core/pull/18212))
+
 ## 4.5.0 / 2024-01-05 / Agent 7.51.0
 
 ***Added***:
diff --git a/zk/changelog.d/18207.added b/zk/changelog.d/18207.added
deleted file mode 100644
index 624cd9836c9fe..0000000000000
--- a/zk/changelog.d/18207.added
+++ /dev/null
@@ -1 +0,0 @@
-Bump the python version from 3.11 to 3.12
\ No newline at end of file
diff --git a/zk/changelog.d/18580.removed b/zk/changelog.d/18580.removed
deleted file mode 100644
index 1029637dfcead..0000000000000
--- a/zk/changelog.d/18580.removed
+++ /dev/null
@@ -1 +0,0 @@
-Remove support for Python 2.
diff --git a/zk/changelog.d/18617.fixed b/zk/changelog.d/18617.fixed
deleted file mode 100644
index e759164f82784..0000000000000
--- a/zk/changelog.d/18617.fixed
+++ /dev/null
@@ -1 +0,0 @@
-Bump the version of datadog-checks-base to 37.0.0
\ No newline at end of file
diff --git a/zk/datadog_checks/zk/__about__.py b/zk/datadog_checks/zk/__about__.py
index d2601db5d5cc0..cd0a90de5b070 100644
--- a/zk/datadog_checks/zk/__about__.py
+++ b/zk/datadog_checks/zk/__about__.py
@@ -2,4 +2,4 @@
 # All rights reserved
 # Licensed under a 3-clause BSD style license (see LICENSE)
 
-__version__ = '5.0.0'
+__version__ = '6.0.0'